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Click on each entry below to see bibtex and additional information on what factors affecting driver's attention have been considered, which include the following:

Driving task: specific driving-related task, e.g. vehicle following, parking, take over control from automation, hazard anticipation, etc. Inattention: distraction, drowsiness. Demographics: age, gender. Environment: road geometry (e.g. curved), road type (e.g. rural, highway), intersection, traffic (density), road users (pedestrians, cyclists), visibility. Automation: presence of assistive or autonomous driving technology that controls the vehicle laterally (lane assist) or longitudinally (adaptive cruise control), or provides warnings/guidance to the driver.

    Vlakveld et al., Driving and gaze behavior while texting when the smartphoneis placed in a mount: A simulator study, Transportation Research Part F, 2021 | Inattention |paper
      Inattention: distraction
      @article{2021_TransRes_Vlakveld,
          author = "Vlakveld, Willem and Doumen, Michelle and van der Kint, Sander",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "26--37",
          publisher = "Elsevier",
          title = "Driving and gaze behavior while texting when the smartphone is placed in a mount: A simulator study",
          volume = "76",
          year = "2021"
      }
      
    Hu et al., Exploration of the effects of task-related fatigue on eye-motion features and its value in improving driver fatigue-related technology, Transportation Research Part F, 2021 | Inattention |paper
      Inattention: fatigue
      @article{2021_TransRes_Hu,
          author = "Hu, Xinyun and Lodewijks, Gabriel",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "150--171",
          publisher = "Elsevier",
          title = "Exploration of the effects of task-related fatigue on eye-motion features and its value in improving driver fatigue-related technology",
          volume = "80",
          year = "2021"
      }
      
    Turnbull et al., The effect of cellphone position on driving and gaze behaviour, Scientific Reports, 2021 | Inattention |paper
      Inattention: distraction
      @article{2021_SciRep_Turnbull,
          author = "Turnbull, Philip RK and Khanal, Safal and Dakin, Steven C",
          journal = "Scientific reports",
          number = "1",
          pages = "1--10",
          publisher = "Nature Publishing Group",
          title = "The effect of cellphone position on driving and gaze behaviour",
          volume = "11",
          year = "2021"
      }
      
    Okafuji et al., Theoretical interpretation of drivers’ gaze strategy influenced by optical flow, Scientific Reports, 2021 | Environment |paper
      Environment: road geometry
      @article{2021_SciRep_Okafuji,
          author = "Okafuji, Yuki and Fukao, Takanori",
          journal = "Scientific reports",
          number = "1",
          pages = "1--14",
          publisher = "Nature Publishing Group",
          title = "Theoretical interpretation of drivers’ gaze strategy influenced by optical flow",
          volume = "11",
          year = "2021"
      }
      
    Navarro et al., Dynamic scan paths investigations under manual and highly automated driving, Scientific Reports, 2021 | Driving task Environment Automation |paper
      Driving task: vehicle following
      Environment: road geometry
      Automation: lateral control, longitudinal control
      @article{2021_SciRep_Navarro,
          author = "Navarro, Jordan and Lappi, Otto and Osiurak, Fran{\c{c}}ois and Hernout, Emma and Gabaude, Catherine and Reynaud, Emanuelle",
          journal = "Scientific reports",
          number = "1",
          pages = "1--17",
          publisher = "Nature Publishing Group",
          title = "Dynamic scan paths investigations under manual and highly automated driving",
          volume = "11",
          year = "2021"
      }
      
    Mole et al., Drivers use active gaze to monitor waypoints during automated driving, Scientific Reports, 2021 | Environment Automation |paper
      Environment: road geometry
      Automation: lateral control, longitudinal control
      @article{2021_SciRep_Mole,
          author = "Mole, Callum and Pekkanen, Jami and Sheppard, William EA and Markkula, Gustav and Wilkie, Richard M",
          journal = "Scientific reports",
          number = "1",
          pages = "1--18",
          publisher = "Nature Publishing Group",
          title = "Drivers use active gaze to monitor waypoints during automated driving",
          volume = "11",
          year = "2021"
      }
      
    Lobjois et al., Behavioral and workload measures in real and simulated driving: Do they tell us the same thing about the validity of driving simulation?, Safety Science, 2021 | Environment |paper
      Environment: road type
      @article{2021_SafetyScience_Lobjois,
          author = "Lobjois, Regis and Faure, V{\'e}rane and D{\'e}sir{\'e}, Lara and Benguigui, Nicolas",
          journal = "Safety science",
          pages = "105046",
          publisher = "Elsevier",
          title = "Behavioral and workload measures in real and simulated driving: do they tell us the same thing about the validity of driving simulation?",
          volume = "134",
          year = "2021"
      }
      
    Schnebelen et al., Model-based estimation of the state of vehicle automation as derived from the driver’s spontaneous visual strategies, Journal of Eye Movement Research, 2021 | Driving task Automation |paper
      Driving task: take over control
      Automation: lateral control, longitudinal control, TOR
      @article{2021_JEMR_Schnebelen,
          author = "Schnebelen, Damien and Charron, Camilo and Mars, Franck",
          journal = "Journal of eye movement research",
          number = "3",
          publisher = "European Group for Eye Movement Research",
          title = "Model-based estimation of the state of vehicle automation as derived from the driver’s spontaneous visual strategies",
          volume = "12",
          year = "2019"
      }
      
    Snider et al., Distraction “Hangover”: Characterization of the Delayed Return to Baseline Driving Risk After Distracting Behaviors, Human Factors, 2021 | Inattention Demographics |paper
      Inattention: distraction
      Demographics: age
      @article{2021_HumanFactors_Snider,
          author = "Snider, Joseph and Spence, Ryan J and Engler, Anne-Marie and Moran, Ryan and Hacker, Sarah and Chukoskie, Leanne and Townsend, Jeanne and Hill, Linda",
          journal = "Human factors",
          pages = "00187208211012218",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Distraction “Hangover”: Characterization of the Delayed Return to Baseline Driving Risk After Distracting Behaviors",
          year = "2021"
      }
      
    Matsui et al., Gazing Characteristics of a Driver during Vehicle Backing, Applied Sciences, 2021 | Driving task Automation |paper
      Driving task: parking
      Automation: warning/guidance
      @article{2021_AppSci_Matsui,
          author = "Matsui, Yasuhiro and Oikawa, Shoko",
          journal = "Applied Sciences",
          number = "5",
          pages = "2180",
          publisher = "Multidisciplinary Digital Publishing Institute",
          title = "Gazing Characteristics of a Driver during Vehicle Backing",
          volume = "11",
          year = "2021"
      }
      
    Yoon et al., Modeling takeover time based on non-driving-related task attributes in highly automated driving, Applied Ergonomics, 2021 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
      @article{2021_AppliedErgonomics_Yoon,
          author = "Yoon, Sol Hee and Lee, Seul Chan and Ji, Yong Gu",
          journal = "Applied ergonomics",
          pages = "103343",
          publisher = "Elsevier",
          title = "Modeling takeover time based on non-driving-related task attributes in highly automated driving",
          volume = "92",
          year = "2021"
      }
      
    Muela et al., Visual attention in realistic driving situations: Attentional capture and hazard prediction, Applied Ergonomics, 2021 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2021_AppliedErgonomics_Muela,
          author = "Muela, Ismael and Chica, Ana B and Garcia-Fernandez, Pedro and Castro, Candida",
          journal = "Applied ergonomics",
          pages = "103235",
          publisher = "Elsevier",
          title = "Visual attention in realistic driving situations: attentional capture and Hazard Prediction",
          volume = "90",
          year = "2021"
      }
      
    Tabibi et al., Differential effects of stimulant versus opiate drugs on driving performance, Accident Analysis and Prevention, 2021 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: intoxication
      @article{2021_AccidentAnalysis_Tabibi,
          author = "Tabibi, Zahra and Schwebel, David C and Moghaddam, Abolfazl Mohammadzadeh and Fadardi, Javad Salehi and Feizabadi, Sara Mirzaei",
          journal = "Accident Analysis \\& Prevention",
          pages = "105885",
          publisher = "Elsevier",
          title = "Differential effects of stimulant versus opiate drugs on driving performance",
          volume = "150",
          year = "2021"
      }
      
    Noble et al., Evaluating driver eye glance behavior and secondary task engagement while using driving automation systems, Accident Analysis and Prevention, 2021 | Inattention Automation |paper
      Inattention: distraction
      Automation: lateral control, longitudinal control
      @article{2021_AccidentAnalysis_Noble,
          author = "Noble, Alexandria M and Miles, Melissa and Perez, Miguel A and Guo, Feng and Klauer, Sheila G",
          journal = "Accident Analysis \\& Prevention",
          pages = "105959",
          publisher = "Elsevier",
          title = "Evaluating driver eye glance behavior and secondary task engagement while using driving automation systems",
          volume = "151",
          year = "2021"
      }
      
    Jin et al., Modeling takeover behavior in level 3 automated driving via a structural equation model: Considering the mediating role of trust, Accident Analysis and Prevention, 2021 | Driving task Automation |paper
      Driving task: take over control
      Automation: lateral control, longitudinal control, TOR
      @article{2021_AccidentAnalysis_Jin,
          author = "Jin, Mengxia and Lu, Guangquan and Chen, Facheng and Shi, Xi and Tan, Haitian and Zhai, Junda",
          journal = "Accident Analysis \\& Prevention",
          pages = "106156",
          publisher = "Elsevier",
          title = "Modeling takeover behavior in level 3 automated driving via a structural equation model: considering the mediating role of trust",
          volume = "157",
          year = "2021"
      }
      
    Ebadi et al., Impact of Cognitive Distractions on Drivers’ Hazardous Event Anticipation and Mitigation Behavior in Vehicle–Bicycle Conflict Situations, Transportation Research Record, 2020 | Driving task |paper
      Driving task: hazard anticipation/detection, hazard response
      @article{2020_TRR_Ebadi,
          author = "Ebadi, Yalda and Pai, Ganesh and Samuel, Siby and Fisher, Donald L",
          journal = "Transportation research record",
          number = "7",
          pages = "504--513",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Impact of cognitive distractions on drivers’ hazardous event anticipation and mitigation behavior in vehicle--bicycle conflict situations",
          volume = "2674",
          year = "2020"
      }
      
    DeGuzman et al., Driver Takeover Performance and Monitoring Behavior with Driving Automation at System-Limit versus System-Malfunction Failures, Transportation Research Record, 2020 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
      @article{2020_TRR_DeGuzman,
          author = "DeGuzman, Chelsea A and Hopkins, Samantha A and Donmez, Birsen",
          journal = "Transportation research record",
          number = "4",
          pages = "140--151",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Driver takeover performance and monitoring behavior with driving automation at system-limit versus system-malfunction failures",
          volume = "2674",
          year = "2020"
      }
      
    Zampino et al., Analysis of the effects of lead-vehicles on drivers approaching deceleration lanes on a dual carriageway road, Transportation Research Procedia, 2020 | Driving task Demographics Environment |paper
      Driving task: vehicle following
      Demographics: age
      Environment: highway exit
      @article{2020_TRP_Zampino,
          author = "Zampino, Stefano",
          journal = "Transportation research procedia",
          pages = "62--69",
          publisher = "Elsevier",
          title = "Analysis of the effects of lead-vehicles on drivers approaching deceleration lanes on a dual carriageway road",
          volume = "45",
          year = "2020"
      }
      
    Vetturi et al., Use of eye tracking device tot evaluate the driver’s behaviour and the infrastructures quality in relation to road safety, Transportation Research Procedia, 2020 | Environment |paper
      Environment: road type
      @article{2020_TRP_Vetturi,
          author = "Vetturi, David and Tiboni, Michela and Maternini, Giulio and Bonera, Michela",
          journal = "Transportation research procedia",
          pages = "587--595",
          publisher = "Elsevier",
          title = "Use of eye tracking device to evaluate the driver’s behaviour and the infrastructures quality in relation to road safety",
          volume = "45",
          year = "2020"
      }
      
    Savage et al., The effects of age on the contributions of head and eye movements to scanning behavior at intersections, Transportation Research Part F, 2020 | Driving task Demographics Environment |paper
      Driving task: vehicle following
      Demographics: age
      Environment: intersection
      @article{2020_TransRes_Savage,
          author = "Savage, Steven W and Zhang, Lily and Swan, Garrett and Bowers, Alex R",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "128--142",
          publisher = "Elsevier",
          title = "The effects of age on the contributions of head and eye movements to scanning behavior at intersections",
          volume = "73",
          year = "2020"
      }
      
    Nilsson et al., On-to-off-path gaze shift cancellations lead to gaze concentration in cognitively loaded car drivers: A simulator study exploring gaze patterns in relation to a cognitive task and the traffic environment, Transportation Research Part F, 2020 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      @article{2020_TransRes_Nilsson,
          author = {Nilsson, Emma J and Victor, Trent and Aust, Mikael Ljung and Svanberg, Bo and Lind{\'e}n, Per and Gustavsson, P{\"a}r},
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "1--15",
          publisher = "Elsevier",
          title = "On-to-off-path gaze shift cancellations lead to gaze concentration in cognitively loaded car drivers: A simulator study exploring gaze patterns in relation to a cognitive task and the traffic environment",
          volume = "75",
          year = "2020"
      }
      
    Li et al., Effects of different non-driving-related-task display modes on drivers’ eye-movement patterns during take-over in an automated vehicle, Transportation Research Part F, 2020 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
      @article{2020_TransRes_Li,
          author = "Li, Xiaomeng and Schroeter, Ronald and Rakotonirainy, Andry and Kuo, Jonny and Lenn{\'e}, Michael G",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "135--148",
          publisher = "Elsevier",
          title = "Effects of different non-driving-related-task display modes on drivers’ eye-movement patterns during take-over in an automated vehicle",
          volume = "70",
          year = "2020"
      }
      
    Lemonnier et al., Drivers’ visual attention: A field study at intersections, Transportation Research Part F, 2020 | Environment |paper
      Environment: intersection, traffic
      @article{2020_TransRes_Lemonnier,
          author = "Lemonnier, Sophie and D{\'e}sir{\'e}, Lara and Br{\'e}mond, Roland and Baccino, Thierry",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "206--221",
          publisher = "Elsevier",
          title = "Drivers’ visual attention: A field study at intersections",
          volume = "69",
          year = "2020"
      }
      
    Lee1 et al., Cross-cultural effects on detecting multiple sources of drivinghazard: Evidence from the deceleration detection flicker test, Transportation Research Part F, 2020 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2020_TransRes_Lee1,
          author = "Lee, Yee Mun and Miller, Karl and Crundall, David and Sheppard, Elizabeth",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "222--234",
          publisher = "Elsevier",
          title = "Cross-cultural effects on detecting multiple sources of driving hazard: Evidence from the deceleration detection flicker test",
          volume = "69",
          year = "2020"
      }
      
    Lee et al., Effects of position of speed limit signs and the presence of speed camera on Malaysian drivers’ speed choice: An eye-tracking study, Transportation Research Part F, 2020 | Environment |paper
      Environment: sign
      @article{2020_TransRes_Lee,
          author = "Lee, Yee Mun and Sheppard, Elizabeth",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "386--395",
          publisher = "Elsevier",
          title = "Effects of position of speed limit signs and the presence of speed camera on Malaysian drivers’ speed choice: An eye-tracking study",
          volume = "74",
          year = "2020"
      }
      
    Kircher et al., Attentional requirements on cyclists and drivers in urban intersections, Transportation Research Part F, 2020 | Environment |paper
      Environment: intersection
      @article{2020_TransRes_Kircher,
          author = {Kircher, Katja and Ahlstr{\"o}m, Christer},
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "105--117",
          publisher = "Elsevier",
          title = "Attentional requirements on cyclists and drivers in urban intersections",
          volume = "68",
          year = "2020"
      }
      
    Huo et al., Lane-chaning-decision characteristics and the allocation of visual attention of drivers with an angry driving style, Transportation Research Part F, 2020 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: traffic
      @article{2020_TransRes_Huo,
          author = "Huo, Dongchao and Ma, Jinfei and Chang, Ruosong",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "62--75",
          publisher = "Elsevier",
          title = "Lane-changing-decision characteristics and the allocation of visual attention of drivers with an angry driving style",
          volume = "71",
          year = "2020"
      }
      
    Figueira et al., Analysis of the factors influencing overtaking in two-lane highways: A driving simulator study, Transportation Research Part F, 2020 | Driving task Demographics Environment |paper
      Driving task: overtaking vehicles
      Demographics: age, gender
      Environment: road geometry, road users
      @article{2020_TransRes_Figueira,
          author = "Figueira, Aurenice Cruz and Larocca, Ana Paula C",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "38--48",
          publisher = "Elsevier",
          title = "Analysis of the factors influencing overtaking in two-lane highways: A driving simulator study",
          volume = "69",
          year = "2020"
      }
      
    Du et al., The interactive effect of vehicle signals and sensation-seeking on driver hazard perception, Transportation Research Part F, 2020 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2020_TransRes_Du,
          author = "Du, Xinyu and Ma, Jinfei and Chang, Ruosong",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "174--187",
          publisher = "Elsevier",
          title = "The interactive effect of vehicle signals and sensation-seeking on driver hazard perception",
          volume = "73",
          year = "2020"
      }
      
    Costela et al., Risk prediction model using eye movements during simulated driving with logistic regressions and neural networks, Transportation Research Part F, 2020 | Driving task Demographics |paper
      Driving task: hazard anticipation/detection
      Demographics: age, gender
      @article{2020_TransRes_Costela,
          author = "Costela, Francisco M and Castro-Torres, Jos{\'e} J",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "511--521",
          publisher = "Elsevier",
          title = "Risk prediction model using eye movements during simulated driving with logistic regressions and neural networks",
          volume = "74",
          year = "2020"
      }
      
    Cabrall et al., Prediction of effort and eye movement measures from driving scene components, Transportation Research Part F, 2020 | Environment |paper
      Environment: road geometry, road users, vegetation
      @article{2020_TransRes_Cabrall,
          author = "Cabrall, Christopher DD and Happee, Riender and de Winter, Joost CF",
          journal = "Transportation research part F: traffic psychology and behaviour",
          pages = "187--197",
          publisher = "Elsevier",
          title = "Prediction of effort and eye movement measures from driving scene components",
          volume = "68",
          year = "2020"
      }
      
    Banerjee et al., Influence of red-light violation warning systems on driver behavior – a driving simulator study, Traffic Injury Prevention, 2020 | Environment Automation |paper
      Environment: intersection
      Automation: warning/guidance
      @article{2020_TraffiInjuryPrevention_Banerjee,
          author = "Banerjee, Snehanshu and Jeihani, Mansoureh and Khadem, Nashid K and Kabir, Md Muhib",
          journal = "Traffic injury prevention",
          number = "4",
          pages = "265--271",
          publisher = "Taylor \\& Francis",
          title = "Influence of red-light violation warning systems on driver behavior--a driving simulator study",
          volume = "21",
          year = "2020"
      }
      
    Zheng et al., The effect of leftward bias on visual attention for driving tasks, Transportation Research Part F, 2020 | |paper
      @article{2020_TR_Zheng,
          author = "Zheng, Xinyi and Yang, Yanqun and Easa, Said and Lin, Wei and Cherchi, Elisabetta",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "199--207",
          publisher = "Elsevier",
          title = "The effect of leftward bias on visual attention for driving tasks",
          volume = "70",
          year = "2020"
      }
      
    Lu et al., Take over! A video-clip study measuring attention, situation awareness, and decision-making in the face of an impending hazard, Transportation Research Part F, 2020 | Driving task |paper
      Driving task: hazard response
      @article{2020_TR_Lu,
          author = "Lu, Zhenji and Happee, Riender and de Winter, Joost CF",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "211--225",
          publisher = "Elsevier",
          title = "{Take over! A video-clip study measuring attention, situation awareness, and decision-making in the face of an impending hazard}",
          volume = "72",
          year = "2020"
      }
      
    Lappi et al., Humans use Optokinetic Eye Movements to Track Waypoints for Steering, Scientific Reports, 2020 | Environment |paper
      Environment: road geometry
      @article{2020_SciRep_Lappi,
          author = "Lappi, Otto and Pekkanen, Jami and Rinkkala, Paavo and Tuhkanen, Samuel and Tuononen, Ari and Virtanen, Juho-Pekka",
          journal = "Scientific reports",
          number = "1",
          pages = "1--14",
          publisher = "Nature Publishing Group",
          title = "Humans use optokinetic eye movements to track waypoints for steering",
          volume = "10",
          year = "2020"
      }
      
    Babic et al., Effect of Road Markings and Traffic Signs Presence on Young Driver Stress Level, Eye Movement and Behaviour in Night-Time Conditions: A Driving Simulator Study, Safety, 2020 | Environment |paper
      Environment: visibility, traffic signalling elements
      @article{2020_Safety_Babic,
          author = "Babi{\'c}, Darko and Babi{\'c}, Dario and Cajner, Hrvoje and Sruk, Ana and Fioli{\'c}, Mario",
          journal = "Safety",
          number = "2",
          pages = "24",
          publisher = "Multidisciplinary Digital Publishing Institute",
          title = "Effect of road markings and traffic signs presence on young driver stress level, eye movement and behaviour in night-time conditions: a driving simulator study",
          volume = "6",
          year = "2020"
      }
      
    Wu et al., Relationship between speed perception and eye movement—A case study of crash-involved and crash-not-involved drivers in China, PLOS One, 2020 | |paper
      @article{2020_PONE_Wu,
          author = "Wu, Fuwei and Fu, Rui and Ma, Yong and Wang, Chang and Zhang, Zhi",
          journal = "PloS one",
          number = "3",
          pages = "e0229650",
          publisher = "Public Library of Science San Francisco, CA USA",
          title = "Relationship between speed perception and eye movement—A case study of crash-involved and crash-not-involved drivers in China",
          volume = "15",
          year = "2020"
      }
      
    Navarro et al., On the nature of eye-hand coordination in natural steering behavior, PLOS One, 2020 | Environment Automation |paper
      Environment: road geometry
      Automation: lateral control, longitudinal control
      @article{2020_PONE_Navarro,
          author = "Navarro, Jordan and Hernout, Emma and Osiurak, Fran{\c{c}}ois and Reynaud, Emanuelle",
          journal = "PLoS one",
          number = "11",
          pages = "e0242818",
          publisher = "Public Library of Science San Francisco, CA USA",
          title = "On the nature of eye-hand coordination in natural steering behavior",
          volume = "15",
          year = "2020"
      }
      
    Mikula et al., Eye-head coordination and dynamic visual scanning as indicators of visuo-cognitive demands in driving simulator, PLOS One, 2020 | Driving task Inattention Environment |paper
      Driving task: maintain speed
      Inattention: distraction
      Environment: visibility
      @article{2020_PlosONE_Mikula,
          author = "Mikula, Laura and Mej{\'\i}a-Romero, Sergio and Chaumillon, Romain and Patoine, Amigale and Lugo, Eduardo and Bernardin, Delphine and Faubert, Jocelyn",
          journal = "PLoS one",
          number = "12",
          pages = "e0240201",
          publisher = "Public Library of Science San Francisco, CA USA",
          title = "Eye-head coordination and dynamic visual scanning as indicators of visuo-cognitive demands in driving simulator",
          volume = "15",
          year = "2020"
      }
      
    Hollander et al., Methodological Approach towards Evaluating the Effects of Non-Driving Related Tasks during Partially Automated Driving, Information, 2020 | Driving task Inattention Demographics Automation |paper
      Driving task: take over control
      Inattention: distraction
      Demographics: age, gender
      Automation: lateral control, longitudinal control, TOR
      @article{2020_Information_Hollander,
          author = "Hollander, Cornelia and Rauh, Nadine and Naujoks, Frederik and Hergeth, Sebastian and Krems, Josef F and Keinath, Andreas",
          journal = "Information",
          number = "7",
          pages = "340",
          publisher = "Multidisciplinary Digital Publishing Institute",
          title = "Methodological approach towards evaluating the effects of non-driving related tasks during partially automated driving",
          volume = "11",
          year = "2020"
      }
      
    Feierle et al., Information Needs and Visual Attention during Urban, Highly Automated Driving—An Investigation of Potential Influencing Factors, Information, 2020 | Inattention Automation |paper
      Inattention: distraction
      Automation: lateral control, longitudinal control, explainability
      @article{2020_Information_Feierle,
          author = "Feierle, Alexander and Danner, Simon and Steininger, Sarah and Bengler, Klaus",
          journal = "Information",
          number = "2",
          pages = "62",
          publisher = "Multidisciplinary Digital Publishing Institute",
          title = "{Information Needs and Visual Attention during Urban, Highly Automated Driving—An Investigation of Potential Influencing Factors}",
          volume = "11",
          year = "2020"
      }
      
    Samuel et al., Understanding drivers’ latent hazard anticipation in partially automated vehicle systems, International Journal of Human Factors and Ergonomics, 2020 | Driving task Automation |paper
      Driving task: hazard anticipation/detection
      Automation: lateral control, longitudinal control
      @article{2020_IJHFE_Samuel,
          author = "Samuel, Siby and Yamani, Yusuke and Fisher, Donald L",
          journal = "International journal of human factors and ergonomics",
          number = "3",
          pages = "282--296",
          publisher = "Inderscience Publishers (IEL)",
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      Inattention: distraction
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      Driving task: hazard anticipation/detection
      Automation: warning/guidance
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      Environment: road type
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          journal = "Human factors",
          pages = "0018720820965293",
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      Driving task: hazard anticipation/detection
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          journal = "Human factors",
          number = "8",
          pages = "1286--1303",
          publisher = "Sage Publications Sage CA: Los Angeles, CA",
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      Inattention: distraction
      Environment: traffic
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          author = {Kircher, Katja and Kujala, Tuomo and Ahlstr{\"o}m, Christer},
          journal = "Human factors",
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          pages = "1117--1131",
          publisher = "Sage Publications Sage CA: Los Angeles, CA",
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      Driving task: hazard anticipation/detection
      Inattention: distraction
      Environment: road type
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          author = "He, Dengbo and Donmez, Birsen",
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          pages = "0018720820938893",
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      }
      
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      Driving task: hazard anticipation/detection, hazard response
      Inattention: distraction
      Automation: warning/guidance
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          author = "Niu, Jianwei and Xu, Haixin and Sun, Yipin and Qin, Hua",
          journal = "Human Factors and Ergonomics in Manufacturing \\& Service Industries",
          number = "6",
          pages = "377--384",
          publisher = "Wiley Online Library",
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          volume = "30",
          year = "2020"
      }
      
    Yahoodik et al., Attentional Control in Young Drivers: Does Training Impact Hazard Anticipation in Dynamic Environments?, Proceedings of Human Factors and Ergonomics Society, 2020 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Yahoodik, Sarah and Yamani, Yusuke",
          booktitle = "Proceedings of the Human Factors and Ergonomics Society Annual Meeting",
          number = "1",
          organization = "SAGE Publications Sage CA: Los Angeles, CA",
          pages = "1986--1990",
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          year = "2020"
      }
      
    DiNocera et al., Scanpath analysis into the wild: the spatiotemporal distribution of fixations as an indicator of driver’s metnal workload, Proceedings of Human Factors and Ergonomics Society, 2020 | Inattention |paper
      Inattention: distraction
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          author = "Nocera, Francesco Di and Ricciardi, Orlando and Mastrangelo, Simon and Torres, Emiliano and Bordignon, Marco and Marcolin, Francesco",
          booktitle = "Proceedings of the Human Factors and Ergonomics Society Annual Meeting",
          number = "1",
          organization = "SAGE Publications Sage CA: Los Angeles, CA",
          pages = "371--375",
          title = "Scanpath analysis into the wild: the spatiotemporal distribution of fixations as an indicator of driver’s mental workload",
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          year = "2020"
      }
      
    Borzendowski et al., An eye-tracking based forensic analysis of motorcyclist conspicuity during a left turn maneuver, Proceedings of Human Factors and Ergonomics Society, 2020 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Borzendowski, Stephanie A Whetsel and Hartman, Leah S and Campbell, Alan O",
          booktitle = "Proceedings of the Human Factors and Ergonomics Society Annual Meeting",
          number = "1",
          organization = "SAGE Publications Sage CA: Los Angeles, CA",
          pages = "541--544",
          title = "An Eye Tracking-Based Forensic Analysis of Motorcyclist Conspicuity During a Left Turn Maneuver",
          volume = "64",
          year = "2020"
      }
      
    Stephenson et al., Effects of an Unexpected and Expected Event on Older Adults’ Autonomic Arousal and Eye Fixations During Autonomous Driving, Frontiers in Psychology, 2020 | Demographics Automation |paper
      Demographics: age
      Automation: lateral control, longitudinal control, trust
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          author = "Stephenson, Alice C and Eimontaite, Iveta and Caleb-Solly, Praminda and Morgan, Phillip L and Khatun, Tabasum and Davis, Joseph and Alford, Chris",
          journal = "Frontiers in psychology",
          publisher = "Frontiers Media SA",
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          year = "2020"
      }
      
    Ponnambalan et al., Searching for Street Parking: Effects on Driver Vehicle Control, Workload, Physiology, and Glances, Frontiers in Psychology, 2020 | Driving task |paper
      Driving task: search for parking
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          author = "Ponnambalam, Canmanie Teresa and Donmez, Birsen",
          journal = "Frontiers in psychology",
          pages = "2618",
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          year = "2020"
      }
      
    Lazry et al., Improving Drivers’ Hazard Perception and Performance Using a Less Visually-Demanding Interface, Frontiers in Psychology, 2020 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
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          author = "Cohen-Lazry, Guy and Borowsky, Avinoam",
          journal = "Frontiers in psychology",
          pages = "2216",
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          title = "Improving drivers' hazard perception and performance using a less visually-demanding interface",
          volume = "11",
          year = "2020"
      }
      
    Lehtonen et al., Speedometer monitoring when driving with a speed warning system, European Transport Research Review, 2020 | Automation |paper
      Automation: warning/guidance
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          author = "Lehtonen, Esko and Malhotra, Neha and Starkey, Nicola J and Charlton, Samuel G",
          journal = "European transport research review",
          number = "1",
          pages = "1--12",
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          year = "2020"
      }
      
    Edewaard et al., Using Eye Tracking to Assess the Temporal Dynamics By Which Drivers Notice Cyclists in Daylight, Eye Tracking Research and Applications, 2020 | Environment |paper
      Environment: road users
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          pages = "1--5",
          title = "Using Eye Tracking to Assess the Temporal Dynamics By Which Drivers Notice Cyclists in Daylight: Drivers Becoming Aware of Cyclists",
          year = "2020"
      }
      
    Zhang et al., Effects of full windshield head-up display on visual attention allocation, Ergonomics, 2020 | Inattention Environment Automation |paper
      Inattention: distraction
      Environment: visibility
      Automation: warning/guidance
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          author = "Zhang, Yanjun and Yang, Tian and Zhang, Xia and Zhang, Yongjin and Sun, Youchao",
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    Gerber et al., Self-interruptions of non-driving related tasks in automated vehicles: mobile vs head-up display, CHI, 2020 | Inattention Automation |paper
      Inattention: distraction
      Automation: lateral control, longitudinal control
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          author = "Gerber, Michael A and Schroeter, Ronald and Xiaomeng, Li and Elhenawy, Mohammed",
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      }
      
    Yang et al., Effectiveness of yellow color guardrail belt at freeway exits, Accident Analysis and Prevention, 2020 | Environment |paper
      Environment: sign
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          author = "Yang, Yanqun and Chen, Jianying and Easa, Said M and Yu, Sheng and Zheng, Xinyi",
          journal = "Accident Analysis \\& Prevention",
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          volume = "146",
          year = "2020"
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    Niu et al., Is music a mediator impacting car following when driver’s personalities are considered, Accident Analysis and Prevention, 2020 | Driving task |paper
      Driving task: vehicle following
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          author = "Niu, Jianwei and Ma, Chuang and Liu, Jing and Li, Lei and Hu, Tingjiang and Ran, Linghua",
          journal = "Accident Analysis \\& Prevention",
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          year = "2020"
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    Meuleners et al., Identifying the distracting aspects of electronic advertising billboards: Adriving simulation study, Accident Analysis and Prevention, 2020 | Inattention Environment |paper
      Inattention: distraction
      Environment: billboard
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          journal = "Accident Analysis \\& Prevention",
          pages = "105710",
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          volume = "145",
          year = "2020"
      }
      
    Li et al., Influence of traffic congestion on driver behavior in post-congestion driving, Accident Analysis and Prevention, 2020 | Environment |paper
      Environment: road type, traffic
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    Kummetha et al., Safety analysis of work zone complexity with respect to driver characteristics — A simulator study employing performance and gaze measures, Accident Analysis and Prevention, 2020 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age, gender
      Environment: construction
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          author = "Kummetha, Vishal C and Kondyli, Alexandra and Chrysikou, Evangelia G and Schrock, Steven D",
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    Kraft et al., Comparing dynamic and static illustration of an HMI for cooperative driving, Accident Analysis and Prevention, 2020 | Inattention Automation |paper
      Inattention: distraction
      Automation: warning/guidance, lateral control, longitudinal control
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          author = "Kraft, Ann-Kathrin and Maag, Christian and Baumann, Martin",
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          year = "2020"
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      Driving task: take over control
      Inattention: distraction
      Environment: traffic
      Automation: lateral control, longitudinal control, TOR
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    Mangalore et al., The Promise of Virtual Reality Headsets: Can They be Used to Measure Accurately Drivers’ Hazard Anticipation Performance?, Transportation Research Record, 2019 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Pai Mangalore, Ganesh and Ebadi, Yalda and Samuel, Siby and Knodler, Michael A and Fisher, Donald L",
          journal = "Transportation Research Record",
          number = "10",
          pages = "455--464",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
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          year = "2019"
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      Driving task: vehicle following
      Inattention: distraction
      Demographics: age
      Automation: lateral control, longitudinal control
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          author = "Miller, Erika E and Boyle, Linda Ng",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "101--110",
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          title = "Adaptations in attention allocation: implications for takeover in an automated vehicle",
          volume = "66",
          year = "2019"
      }
      
    Lu et al., Beyond mere take-over requests: The effects of monitoring requests on driver attention, take-over performance, and acceptance, Transportation Research Part F, 2019 | Driving task Inattention Automation |paper
      Driving task: take over control, hazard response
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
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          author = {Lu, Z and Zhang, B and Feldh{\"u}tter, A and Happee, R and Martens, M and De Winter, JCF},
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "22--37",
          publisher = "Elsevier",
          title = "{Beyond mere take-over requests: The effects of monitoring requests on driver attention, take-over performance, and acceptance}",
          volume = "63",
          year = "2019"
      }
      
    Louw et al., Engaging in NDRTs affects drivers’ responses and glance patterns after silent automation failures, Transportation Research Part F, 2019 | Driving task Automation |paper
      Driving task: take over control
      Automation: lateral control, longitudinal control, failure
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          author = "Louw, Tyron and Kuo, Jonny and Romano, Richard and Radhakrishnan, Vishnu and Lenn{\'e}, Michael G and Merat, Natasha",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "870--882",
          publisher = "Elsevier",
          title = "{Engaging in NDRTs affects drivers’ responses and glance patterns after silent automation failures}",
          volume = "62",
          year = "2019"
      }
      
    Hashash et al., Social media browsing while driving: Effects on driver performance and attention allocation, Transportation Research Part F, 2019 | Inattention |paper
      Inattention: distraction
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          author = "Hashash, Mahmoud and Abou Zeid, Maya and Moacdieh, Nadine Marie",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "67--82",
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          volume = "63",
          year = "2019"
      }
      
    Clark et al., Directability, eye-gaze, and the usage of visual displays during an automated vehicle handover task, Transportation Research Part F, 2019 | Driving task Inattention Demographics Automation |paper
      Driving task: take over control
      Inattention: distraction
      Demographics: age, gender
      Automation: lateral control, longitudinal control, TOR
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          author = "Clark, Jediah R and Stanton, Neville A and Revell, Kirsten MA",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "29--42",
          publisher = "Elsevier",
          title = "Directability, eye-gaze, and the usage of visual displays during an automated vehicle handover task",
          volume = "67",
          year = "2019"
      }
      
    Chen et al., Drivers’ recognition of pedestrian road-crossing intentions: Performance and process, Transportation Research Part F, 2019 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Chen, Wenxiang and Zhuang, Xiangling and Cui, Zixin and Ma, Guojie",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "552--564",
          publisher = "Elsevier",
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          volume = "64",
          year = "2019"
      }
      
    Bozkir et al., Assessment of Driver Attention during a Safety Critical Situation in VR to Generate VR-based Training, ACM Symposium on Applied Perception, 2019 | Driving task Automation |paper
      Driving task: hazard anticipation/detection, hazard response
      Automation: warning/guidance
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          author = "Bozkir, Efe and Geisler, David and Kasneci, Enkelejda",
          booktitle = "SAP",
          title = "{Assessment of driver attention during a safety critical situation in VR to generate VR-based training}",
          year = "2019"
      }
      
    Kuo et al., Continuous monitoring of visual distraction and drowsiness in shift-workers during naturalistic driving, Safety Science, 2019 | Inattention |paper
      Inattention: drowsiness
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          author = "Kuo, Jonny and Lenn{\'e}, Michael G and Mulhall, Megan and Sletten, Tracey and Anderson, Clare and Howard, Mark and Rajaratnam, Shantha and Magee, Michelle and Collins, Allison",
          journal = "Safety Science",
          pages = "112--116",
          publisher = "Elsevier",
          title = "Continuous monitoring of visual distraction and drowsiness in shift-workers during naturalistic driving",
          volume = "119",
          year = "2019"
      }
      
    Zhang et al., Safety Effects of Freeway Roadside Electronic Billboards on Visual Properties of Drivers: Insights from Field Experiments, Journal of Transportation Engineering, Part A: Systems, 2019 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign, billboard, visibility
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          author = "Zhang, Lanfang and Kong, Junying and Cui, Boyu and Fu, Ting",
          journal = "Journal of Transportation Engineering, Part A: Systems",
          number = "2",
          pages = "04019071",
          publisher = "American Society of Civil Engineers",
          title = "{Safety Effects of Freeway Roadside Electronic Billboards on Visual Properties of Drivers: Insights from Field Experiments}",
          volume = "146",
          year = "2020"
      }
      
    Li et al., Drivers’ visual scanning behavior at signalized and unsignalized intersections: A naturalistic driving study in China, Journal of Safety Research, 2019 | Environment |paper
      Environment: intersection
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          author = "Li, Guofa and Wang, Ying and Zhu, Fangping and Sui, Xiaoxuan and Wang, Ning and Qu, Xingda and Green, Paul",
          journal = "Journal of Safety Research",
          pages = "219--229",
          publisher = "Elsevier",
          title = "{Drivers’ visual scanning behavior at signalized and unsignalized intersections: A naturalistic driving study in China}",
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          year = "2019"
      }
      
    Fang et al., DADA-2000: Can Driving Accident be Predicted by Driver Attention? Analyzed by A Benchmark, ITSC, 2019 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Fang, Jianwu and Yan, Dingxin and Qiao, Jiahuan and Xue, Jianru and Wang, He and Li, Sen",
          booktitle = "ITSC",
          title = "{DADA-2000: Can Driving Accident be Predicted by Driver Attentionƒ Analyzed by A Benchmark}",
          year = "2019"
      }
      
    Navarro et al., Highly Automated Driving Impact on Drivers’ Gaze Behaviors during a Car-Following Task, International Journal of Human-Computer Interaction, 2019 | Driving task Automation |paper
      Driving task: vehicle following
      Automation: lateral control, longitudinal control
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          author = "Navarro, Jordan and Osiurak, Fran{\c{c}}ois and Ovigue, M and Charrier, Laurianne and Reynaud, Emanuelle",
          journal = "International Journal of Human-Computer Interaction",
          number = "11",
          pages = "1008--1017",
          title = "{Highly Automated Driving Impact on Drivers’ Gaze Behaviors during a Car-Following Task}",
          volume = "35",
          year = "2019"
      }
      
    Kim et al., Toward Prediction of Driver Awareness of Automotive Hazards: Driving-Video-Based Simulation Approach, Proceedings of the Human Factors and Ergonomics Society, 2019 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Kim, Hyungil and Gabbard, Joseph L and Martin, Sujitha and Tawari, Ashish and Misu, Teruhisa",
          booktitle = "{Proc. Hum. Factors Ergon. Soc. Annu. Meet.}",
          number = "1",
          pages = "2099--2103",
          title = "{Toward Prediction of Driver Awareness of Automotive Hazards: Driving-Video-Based Simulation Approach}",
          volume = "63",
          year = "2019"
      }
      
    Beanland et al., Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception, Proceedings of Human Factors and Ergonomics Society, 2019 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: road type
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          author = "Beanland, Vanessa and Wynne, Rachael A",
          booktitle = "Proc. Hum. Factors Ergon. Soc. Annu. Meet.",
          number = "1",
          pages = "2006--2010",
          title = "{Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception}",
          volume = "63",
          year = "2019"
      }
      
    Kim et al., Assessing Distraction Potential of Augmented Reality Head-Up Displays for Vehicle Drivers, Human Factors, 2019 | Driving task Automation |paper
      Driving task: hazard anticipation/detection
      Automation: warning/guidance
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          author = "Kim, Hyungil and Gabbard, Joseph L",
          journal = "Human factors",
          pages = "0018720819844845",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Assessing distraction potential of augmented reality head-up displays for vehicle drivers",
          year = "2019"
      }
      
    Gaspar et al., The Effect of Partial Automation on Driver Attention: A Naturalistic Driving Study, Human Factors, 2019 | Automation |paper
      Automation: lateral control, longitudinal control
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          author = "Gaspar, John and Carney, Cher",
          journal = "Human factors",
          number = "8",
          pages = "1261--1276",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "The effect of partial automation on driver attention: a naturalistic driving study",
          volume = "61",
          year = "2019"
      }
      
    Shiferaw et al., Gaze entropy measures detect alcohol-induced driver impairment, Drug and Alcohol Dependence, 2019 | Inattention |paper
      Inattention: intoxication
      @article{2019_DrugAlcoDependence_Shiferaw,
          author = "Shiferaw, Brook A and Crewther, David P and Downey, Luke A",
          journal = "Drug and Alcohol Dependence",
          pages = "107519",
          publisher = "Elsevier",
          title = "Gaze entropy measures detect alcohol-induced driver impairment",
          volume = "204",
          year = "2019"
      }
      
    Walch et al., Don’t You See Them? Towards Gaze-Based Interaction Adaptation for Driver-Vehicle Cooperation, AutomotiveUI, 2019 | Inattention Automation |paper
      Inattention: distraction
      Automation: lateral control, longitudinal control, warning/guidance, monitoring
      @inproceedings{2019_AutomotiveUI_Walch,
          author = "Walch, Marcel and Lehr, David and Colley, Mark and Weber, Michael",
          booktitle = "AutomotiveUI",
          title = "{Don't you see them? Towards gaze-based interaction adaptation for driver-vehicle cooperation}",
          year = "2019"
      }
      
    Robbins et al., Comparing drivers’ visual attention at Junctions in Real and Simulated Environments, Applied Ergonomics, 2019 | Environment |paper
      Environment: intersection
      @article{2019_AppliedErgonomics_Robbins,
          author = "Robbins, Chloe J and Allen, Harriet A and Chapman, Peter",
          journal = "Applied Ergonomics",
          pages = "89--101",
          publisher = "Elsevier",
          title = "Comparing drivers’ visual attention at Junctions in Real and Simulated Environments",
          volume = "80",
          year = "2019"
      }
      
    Costa et al., Driver's visual attention to different categories of roadside advertising signs, Applied Ergonomics, 2019 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign, billboard
      @article{2019_AppliedErgonomics_Costa,
          author = "Costa, Marco and Bonetti, Leonardo and Vignali, Valeria and Bichicchi, Arianna and Lantieri, Claudio and Simone, Andrea",
          journal = "Applied Ergonomics",
          pages = "127--136",
          publisher = "Elsevier",
          title = "Driver's visual attention to different categories of roadside advertising signs",
          volume = "78",
          year = "2019"
      }
      
    Vogelpohl et al., Asleep at the automated wheel—Sleepiness and fatigue during highly automated driving, Accident Analysis and Prevention, 2019 | Driving task Inattention Automation |paper
      Driving task: take over control, hazard response
      Inattention: drowsiness
      Automation: lateral control, longitudinal control, TOR
      @article{2019_AccidentAnalysis_Vogelpohl,
          author = {Vogelpohl, Tobias and K{\"u}hn, Matthias and Hummel, Thomas and Vollrath, Mark},
          journal = "Accident Analysis \\& Prevention",
          pages = "70--84",
          publisher = "Elsevier",
          title = "{Asleep at the automated wheel -- Sleepiness and fatigue during highly automated driving}",
          volume = "126",
          year = "2019"
      }
      
    Stahl et al., Eye glances towards conflict-relevant cues: the roles of anticipatory competence and driver experience, Accident Analysis and Prevention, 2019 | Driving task |paper
      Driving task: hazard anticipation/detection, hazard response
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          author = "Stahl, Patrick and Donmez, Birsen and Jamieson, Greg A",
          journal = "Accident Analysis \\& Prevention",
          pages = "105255",
          title = "Eye glances towards conflict-relevant cues: the roles of anticipatory competence and driver experience",
          volume = "132",
          year = "2019"
      }
      
    Li et al., Driver’s Visual Performance in Rear-End Collision Avoidance Process under the Influence of Cell Phone Use, nan, 2018 | Driving task Demographics |paper
      Driving task: vehicle following, hazard response
      Demographics: gender
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          author = "Li, Xiaomeng and Rakotonirainy, Andry and Yan, Xuedong and Zhang, Yuting",
          journal = "Transportation Research Record",
          number = "37",
          pages = "55--63",
          title = "Driver’s visual performance in rear-end collision avoidance process under the influence of cell phone use",
          volume = "2672",
          year = "2018"
      }
      
    Young et al., Familiarity breeds contempt for the road ahead: The real-world effects of route repetition on visual attention in an expert driver, Transportation Research Part F, 2018 | |paper
      @article{2018_TransRes_Young,
          author = "Young, Angela H and Mackenzie, Andrew K and Davies, Robert L and Crundall, David",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "4--9",
          publisher = "Elsevier",
          title = "{Familiarity breeds contempt for the road ahead: The real-world effects of route repetition on visual attention in an expert driver}",
          volume = "57",
          year = "2018"
      }
      
    Kraft et al., The impact of an in-vehicle display on glance distribution in partially automated driving in an on-road experiment, Transportation Research Part F, 2018 | Automation |paper
      Automation: lateral control, longitudinal control, explainability, trust
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          author = {Kraft, Ann-Kathrin and Naujoks, Frederik and W{\"o}rle, Johanna and Neukum, Alexandra},
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "40--50",
          title = "The impact of an in-vehicle display on glance distribution in partially automated driving in an on-road experiment",
          volume = "52",
          year = "2018"
      }
      
    Kidd et al., Changes in driver glance behavior when using a system that automates steering to perform a low-speed parallel parking maneuver, Transportation Research Part F, 2018 | Driving task Automation |paper
      Driving task: parking
      Automation: lateral control, longitudinal control
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          author = "Kidd, David G and Reimer, Bryan and Dobres, Jonathan and Mehler, Bruce",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "629--639",
          title = "Changes in driver glance behavior when using a system that automates steering to perform a low-speed parallel parking maneuver",
          volume = "58",
          year = "2018"
      }
      
    Vlakveld et al., Situation awareness increases when drivers have more time to take over the wheel in a Level 3 automated car: A simulator study, Transportation Research Part F, 2018 | Driving task Automation |paper
      Driving task: take over control, hazard anticipation/detection
      Automation: lateral control, longitudinal control, TOR, trust
      @article{2018_TR_Vlakveld,
          author = "Vlakveld, Willem and van Nes, Nicole and de Bruin, Jonathan and Vissers, Luuk and van der Kroft, Merle",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "917--929",
          title = "{Situation awareness increases when drivers have more time to take over the wheel in a Level 3 automated car: A simulator study}",
          volume = "58",
          year = "2018"
      }
      
    Wang et al., Relationship between Gaze Behavior and Steering Performance for Driver–Automation Shared Control: A Driving Simulator Study, Transactions on Intelligent Vehicles, 2018 | Driving task Environment Automation |paper
      Driving task: hazard response
      Environment: road geometry
      Automation: lateral control, warning/guidance
      @article{2018_TIV_Wang,
          author = "Wang, Zheng and Zheng, Rencheng and Kaizuka, Tsutomu and Nakano, Kimihiko",
          journal = "IEEE Transactions on Intelligent Vehicles",
          number = "1",
          pages = "154--166",
          title = "Relationship between gaze behavior and steering performance for driver--automation shared control: a driving simulator study",
          volume = "4",
          year = "2018"
      }
      
    Morando et al., A Reference Model for Driver Attention in Automation: Glance Behavior Changes During Lateral and Longitudinal Assistance, Transactions on Intelligent Transportation Systems, 2018 | Driving task Environment Automation |paper
      Driving task: vehicle following
      Environment: visibility
      Automation: lateral control, longitudinal control
      @article{2018_T-ITS_Morando,
          author = "Morando, Alberto and Victor, Trent and Dozza, Marco",
          journal = "IEEE Transactions on Intelligent Transportation Systems",
          number = "8",
          pages = "2999--3009",
          title = "{A reference model for driver attention in automation: Glance behavior changes during lateral and longitudinal assistance}",
          volume = "20",
          year = "2018"
      }
      
    Shiferaw et al., Stationary gaze entropy predicts lane departure events in sleep-deprived drivers, Scientific Reports, 2018 | Inattention |paper
      Inattention: drowsiness
      @article{2018_NatSciReports_Shiferaw,
          author = "Shiferaw, Brook A and Downey, Luke A and Westlake, Justine and Stevens, Bronwyn and Rajaratnam, Shantha MW and Berlowitz, David J and Swann, Phillip and Howard, Mark E",
          journal = "Scientific Reports",
          number = "1",
          pages = "1--10",
          title = "Stationary gaze entropy predicts lane departure events in sleep-deprived drivers",
          volume = "8",
          year = "2018"
      }
      
    Yang et al., An HMI Concept to Improve Driver’s Visual Behavior and Situation Awareness in Automated Vehicle, ITSC, 2018 | Driving task Inattention Automation |paper
      Driving task: take over control, hazard response
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR, warning/guidance
      @inproceedings{2018_ITSC_Yang,
          author = "Yang, Yucheng and Karakaya, Burak and Dominioni, Giancarlo Caccia and Kawabe, Kyosuke and Bengler, Klaus",
          booktitle = "ITSC",
          title = "{An HMI Concept to Improve Driver's Visual Behavior and Situation Awareness in Automated Vehicle}",
          year = "2018"
      }
      
    Zahabi et al., Effect of Driver Age and Distance Guide Sign Format on Driver Attention Allocation and Performance, Proceedings of the Human Factors and Ergonomics Society, 2018 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: sign, billboard
      @inproceedings{2018_HumanFactorsErgonomics_Zahabi,
          author = "Zahabi, Maryam and Machado, Patricia and Lau, Mei and Deng, Yulin and Pankok, Carl and Hummer, Joseph and Rasdorf, William and Kaber, David",
          booktitle = "{Proc. Hum. Factors Ergon. Soc. Annu. Meet.}",
          number = "1",
          pages = "1903--1907",
          title = "{Effect of Driver Age and Distance Guide Sign Format on Driver Attention Allocation and Performance}",
          volume = "62",
          year = "2018"
      }
      
    Victor et al., Automation Expectation Mismatch: Incorrect Prediction Despite Eyes on Threat and Hands on Wheel, Human Factors, 2018 | Driving task Inattention Automation |paper
      Driving task: vehicle following, take over control, hazard response
      Inattention: drowsiness
      Automation: lateral control, longitudinal control, monitoring, TOR, warning/guidance, trust
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          author = {Victor, Trent W and Tivesten, Emma and Gustavsson, P{\"a}r and Johansson, Joel and Sangberg, Fredrik and Ljung Aust, Mikael},
          journal = "Human factors",
          number = "8",
          pages = "1095--1116",
          title = "Automation expectation mismatch: Incorrect prediction despite eyes on threat and hands on wheel",
          volume = "60",
          year = "2018"
      }
      
    Robbins et al., Drivers’ Visual Search Behavior Toward Vulnerable Road Users at Junctions as a Function of Cycling Experience, Human Factors, 2018 | Demographics Environment |paper
      Demographics: nan
      Environment: intersection
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          author = "Robbins, Chloe Jade and Chapman, Peter",
          journal = "Human factors",
          number = "7",
          pages = "889--901",
          title = "Drivers’ visual search behavior toward vulnerable road users at junctions as a function of cycling experience",
          volume = "60",
          year = "2018"
      }
      
    Costa et al., The role of peripheral vision in vertical road sign identification and discrimination, Ergonomics, 2018 | Environment |paper
      Environment: sign
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          author = "Costa, Marco and Bonetti, Leonardo and Vignali, Valeria and Lantieri, Claudio and Simone, Andrea",
          journal = "Ergonomics",
          number = "12",
          pages = "1619--1634",
          title = "The role of peripheral vision in vertical road sign identification and discrimination",
          volume = "61",
          year = "2018"
      }
      
    Zahabi et al., Effect of police mobile computer terminal interface design on officer driving distraction, Applied Ergonomics, 2018 | Driving task Inattention |paper
      Driving task: hazard response
      Inattention: distraction
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          author = "Zahabi, Maryam and Kaber, David",
          journal = "Applied Ergonomics",
          pages = "26--38",
          title = "Effect of police mobile computer terminal interface design on officer driving distraction",
          volume = "67",
          year = "2018"
      }
      
    Costa et al., Fixation distance and fixation duration to vertical road signs, Applied Ergonomics, 2018 | Environment |paper
      Environment: sign
      @article{2018_AppliedErgonomics_Costa,
          author = "Costa, Marco and Simone, Andrea and Vignali, Valeria and Lantieri, Claudio and Palena, Nicola",
          journal = "Applied Ergonomics",
          pages = "48--57",
          title = "Fixation distance and fixation duration to vertical road signs",
          volume = "69",
          year = "2018"
      }
      
    Feldhutter et al., Effect on Mode Awareness When Changing from Conditionally to Partially Automated Driving, Congress of the International Ergonomics Association, 2018 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR, failure
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          author = {Feldh{\"u}tter, Anna and H{\"a}rtwig, Nicolas and Kurpiers, Christina and Hernandez, Julia Mejia and Bengler, Klaus},
          booktitle = "Congress of the International Ergonomics Association",
          pages = "314--324",
          title = "Effect on mode awareness when changing from conditionally to partially automated driving",
          year = "2018"
      }
      
    Sun et al., Towards unpacking older drivers’ visual-motor coordination: A gaze-based integrated driving assessment, Accident Analysis and Prevention, 2018 | Demographics Environment |paper
      Demographics: age
      Environment: intersection
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          author = {Sun, Qian Chayn and Xia, Jianhong Cecilia and He, Jibo and Foster, Jonathan and Falkmer, Torbj{\"o}rn and Lee, Hoe},
          journal = "Accident Analysis \\& Prevention",
          pages = "85--96",
          title = "{Towards unpacking older drivers’ visual-motor coordination: A gaze-based integrated driving assessment}",
          volume = "113",
          year = "2018"
      }
      
    Lee et al., How safe is tuning a radio?: using the radio tuning task as a benchmark for distracted driving, Accident Analysis and Prevention, 2018 | Driving task Inattention |paper
      Driving task: vehicle following, hazard response
      Inattention: distraction
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          author = {Lee, Ja Young and Lee, John D and B{\"a}rgman, Jonas and Lee, Joonbum and Reimer, Bryan},
          journal = "Accident Analysis \\& Prevention",
          pages = "29--37",
          title = "How safe is tuning a radio?: using the radio tuning task as a benchmark for distracted driving",
          volume = "110",
          year = "2018"
      }
      
    Kircher et al., Evaluation of methods for the assessment of attention while driving, Accident Analysis and Prevention, 2018 | |paper
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          author = "Kircher, Katja and Ahlstrom, Christer",
          journal = "Accident Analysis \\& Prevention",
          pages = "40--47",
          title = "Evaluation of methods for the assessment of attention while driving",
          volume = "114",
          year = "2018"
      }
      
    Louw et al., Are you in the loop? Using gaze dispersion to understand driver visual attention during vehicle automation, Transportation Research Part C, 2017 | Driving task Environment Automation |paper
      Driving task: vehicle following
      Environment: visibility
      Automation: lateral control, longitudinal control, TOR
      @article{2017_TransRes_Louw,
          author = "Louw, Tyron and Merat, Natasha",
          journal = "Transportation Research Part C: Emerging Technologies",
          pages = "35--50",
          title = "{Are you in the loop? Using gaze dispersion to understand driver visual attention during vehicle automation}",
          volume = "76",
          year = "2017"
      }
      
    Wang et al., Can variations in visual behavior measures be good predictors of driver sleepiness? A real driving test study, Traffic Injury Prevention, 2017 | Inattention Demographics |paper
      Inattention: drowsiness
      Demographics: age
      @article{2017_TrafficInjuryPrevention_Wang,
          author = "Wang, Yonggang and Xin, Mengyang and Bai, Han and Zhao, Yangdong",
          journal = "Traffic Injury Prevention",
          number = "2",
          pages = "132--138",
          title = "{Can variations in visual behavior measures be good predictors of driver sleepiness? A real driving test study}",
          volume = "18",
          year = "2017"
      }
      
    Shinohara et al., Where Do Drivers Look When Driving in a Foreign Country?, Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, 2017 | Environment |paper
      Environment: location, road geometry
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          author = "Shinohara, Yumiko and Nishizaki, Yukiko",
          booktitle = "SNPD",
          title = "Where do drivers look when driving in a foreign country?",
          year = "2017"
      }
      
    VanLeeuwen et al., Differences between racing and non-racing drivers: A simulator study using eye-tracking, PLOS One, 2017 | |paper
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          author = "Van Leeuwen, Peter M and de Groot, Stefan and Happee, Riender and de Winter, Joost CF",
          journal = "PLoS one",
          number = "11",
          pages = "e0186871",
          title = "{Differences between racing and non-racing drivers: A simulator study using eye-tracking}",
          volume = "12",
          year = "2017"
      }
      
    Wang et al., Examining drivers' eye glance patterns during distracted driving: Insights from scanning randomness and glance transition matrix, Journal of Safety Research, 2017 | Inattention Environment |paper
      Inattention: distraction
      Environment: visibility
      @article{2017_JSR_Wang,
          author = "Wang, Yuan and Bao, Shan and Du, Wenjun and Ye, Zhirui and Sayer, James R",
          journal = "Journal of Safety Research",
          pages = "149--155",
          publisher = "Elsevier",
          title = "Examining drivers' eye glance patterns during distracted driving: Insights from scanning randomness and glance transition matrix",
          volume = "63",
          year = "2017"
      }
      
    Yamani et al., Following Expert’s Eyes: Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Young Drivers’ Latent Hazard Anticipation Skills, Driving Assessment Conference, 2017 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Yamani, Yusuke and B{\i}{\c{c}}aks{\i}z, Pinar and Palmer, Dakota B and Cronauer, John M and Samuel, Siby",
          booktitle = "Driving Assessment Conference",
          title = "{Following expert’s eyes: Evaluation of the effectiveness of a gaze-based training intervention on young drivers’ latent hazard anticipation skills}",
          year = "2017"
      }
      
    Stenberger et al., From road distraction to safe driving: Evaluating the effects of boredom and gamification on driving behaviour, physiological arousal, and subjective experience, Computers in Human Behavior, 2017 | Driving task Inattention Automation |paper
      Driving task: hazard response
      Inattention: drowsiness
      Automation: monitoring, warning/guidance
      @article{2017_CHB_Stenberger,
          author = "Steinberger, Fabius and Schroeter, Ronald and Watling, Christopher N",
          journal = "Computers in Human Behavior",
          pages = "714--726",
          title = "{From road distraction to safe driving: Evaluating the effects of boredom and gamification on driving behaviour, physiological arousal, and subjective experience}",
          volume = "75",
          year = "2017"
      }
      
    Shinohara et al., Visual Attention During Simulated Autonomous Driving in the US and Japan, AutomotiveUI, 2017 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: location
      @inproceedings{2017_AutoUI_Shinohara,
          author = "Shinohara, Yumiko and Currano, Rebecca and Ju, Wendy and Nishizaki, Yukiko",
          booktitle = "AutomotiveUI",
          title = "{Visual attention during simulated autonomous driving in the US and Japan}",
          year = "2017"
      }
      
    Kujala et al., Visual Distraction Effects of In-Car Text Entry Methods – Comparing Keyboard, Handwriting and Voice Recognition, AutomotiveUI, 2017 | Inattention |paper
      Inattention: distraction
      @inproceedings{2017_AutomotiveUI_Kujala,
          author = "Kujala, Tuomo and Grahn, Hilkka",
          booktitle = "Proceedings of the 9th international conference on automotive user interfaces and interactive vehicular applications",
          pages = "1--10",
          title = "Visual distraction effects of in-car text entry methods: Comparing keyboard, handwriting and voice recognition",
          year = "2017"
      }
      
    Zahabi et al., Driver performance and attention allocation in use of logo signs on freeway exit ramps, Applied Ergonomics, 2017 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: sign, billboard
      @article{2017_AppliedErgonomics_Zahabi,
          author = "Zahabi, Maryam and Machado, Patricia and Lau, Mei Ying and Deng, Yulin and Pankok Jr, Carl and Hummer, Joseph and Rasdorf, William and Kaber, David B",
          journal = "Applied Ergonomics",
          pages = "70--80",
          title = "Driver performance and attention allocation in use of logo signs on freeway exit ramps",
          volume = "65",
          year = "2017"
      }
      
    Ahlstrom et al., Changes in glance behaviour when using a visual eco-driving system - A field study, Applied Ergonomics, 2017 | Environment Automation |paper
      Environment: road type
      Automation: monitoring, warning/guidance
      @article{2017_AppliedErgonomics_Ahlstrom,
          author = "Ahlstrom, Christer and Kircher, Katja",
          journal = "Applied Ergonomics",
          pages = "414--423",
          title = "{Changes in glance behaviour when using a visual eco-driving system--A field study}",
          volume = "58",
          year = "2017"
      }
      
    Lu et al., How much time do drivers need to obtain situation awareness? A laboratory-based study of automated driving, Applied Ergonomics, 2017 | Environment |paper
      Environment: traffic
      @article{2017_AppErgonomics_Lu,
          author = "Lu, Zhenji and Coster, Xander and De Winter, Joost",
          journal = "Applied Ergonomics",
          pages = "293--304",
          title = "{How much time do drivers need to obtain situation awareness? A laboratory-based study of automated driving}",
          volume = "60",
          year = "2017"
      }
      
    Feldhutter et al., How the Duration of Automated Driving Influences Take-Over Performance and Gaze Behavior, Advances in Ergonomic Design of Systems, Products and Processes, 2017 | Driving task Inattention Automation |paper
      Driving task: take over control, hazard response
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
      @incollection{2017_AdvErgonomics_Feldhutter,
          author = {Feldh{\"u}tter, Anna and Gold, Christian and Schneider, Sonja and Bengler, Klaus},
          booktitle = "Advances in ergonomic design of systems, products and processes",
          pages = "309--318",
          title = "How the duration of automated driving influences take-over performance and gaze behavior",
          year = "2017"
      }
      
    Seppelt et al., Glass half-full: On-road glance metrics differentiate crashes from near-crashes in the 100-Car data, Accident Analysis and Prevention, 2017 | Driving task Inattention |paper
      Driving task: hazard response
      Inattention: distraction
      @article{2017_AccidentAnalysis_Seppelt,
          author = "Seppelt, Bobbie D and Seaman, Sean and Lee, Joonbum and Angell, Linda S and Mehler, Bruce and Reimer, Bryan",
          journal = "Accident Analysis \\& Prevention",
          pages = "48--62",
          title = "{Glass half-full: On-road glance metrics differentiate crashes from near-crashes in the 100-Car data}",
          volume = "107",
          year = "2017"
      }
      
    Clark et al., Age differences in the takeover of vehicle control and engagement in non-driving-related activities in simulated driving with conditional automation, Accident Analysis and Prevention, 2017 | Driving task Inattention Demographics Automation |paper
      Driving task: take over control
      Inattention: distraction
      Demographics: age
      Automation: lateral control, longitudinal control, TOR
      @article{2017_AccidentAnalysis_Clark,
          author = "Clark, Hallie and Feng, Jing",
          journal = "Accident Analysis \\& Prevention",
          pages = "468--479",
          title = "Age differences in the takeover of vehicle control and engagement in non-driving-related activities in simulated driving with conditional automation",
          volume = "106",
          year = "2017"
      }
      
    Beanland et al., Change detection in urban and rural driving scenes: Effects of target type and safety relevance on change blindness, Accident Analysis and Prevention, 2017 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: road type
      @article{2017_AccidentAnalysis_Beanland,
          author = "Beanland, Vanessa and Filtness, Ashleigh J and Jeans, Rhiannon",
          journal = "Accident Analysis and Prevention",
          pages = "111--122",
          title = "{Change detection in urban and rural driving scenes: Effects of target type and safety relevance on change blindness}",
          volume = "100",
          year = "2017"
      }
      
    Fitzpatrick et al., Evaluating the effect of vegetation and clear zone width on driver behavior using a driving simulator, Transportation Research Part F, 2016 | Environment |paper
      Environment: vegetation
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          author = "Fitzpatrick, Cole D and Samuel, Siby and Knodler Jr, Michael A",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "80--89",
          title = "Evaluating the effect of vegetation and clear zone width on driver behavior using a driving simulator",
          volume = "42",
          year = "2016"
      }
      
    Jackson et al., Slow eyelid closure as a measure of driver drowsiness and its relationship to performance, Traffic Injury Prevention, 2016 | Inattention |paper
      Inattention: drowsiness
      @article{2016_TraffInjuryPrevention_Jackson,
          author = "Jackson, Melinda L and Raj, Susan and Croft, Rodney J and Hayley, Amie C and Downey, Luke A and Kennedy, Gerard A and Howard, Mark E",
          journal = "Traffic Injury Prevention",
          number = "3",
          pages = "251--257",
          title = "Slow eyelid closure as a measure of driver drowsiness and its relationship to performance",
          volume = "17",
          year = "2016"
      }
      
    Topolsek et al., Examination of driver detection of roadside traffic signs and advertisements using eye tracking, Transportation Research Part F, 2016 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign, billboard
      @article{2016_TR_Topolsek,
          author = "Topol{\v{s}}ek, Darja and Areh, Igor and Cvahte, Tina",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "212--224",
          publisher = "Elsevier",
          title = "Examination of driver detection of roadside traffic signs and advertisements using eye tracking",
          volume = "43",
          year = "2016"
      }
      
    Stavrinos et al., Visual behavior differences in drivers across the lifespan: A digital billboard simulator study, Transportation Research Part F, 2016 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: sign, billboard
      @article{2016_TR_Stavrinos,
          author = "Stavrinos, Despina and Mosley, Peyton R and Wittig, Shannon M and Johnson, Haley D and Decker, John S and Sisiopiku, Virginia P and Welburn, Sharon C",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "19--28",
          title = "{Visual behavior differences in drivers across the lifespan: A digital billboard simulator study}",
          volume = "41",
          year = "2016"
      }
      
    Yan et al., Changes in Drivers’ Visual Performance during the Collision Avoidance Process as a Function of Different Field of Views at Intersections, PLOS One, 2016 | Driving task Demographics Environment |paper
      Driving task: hazard anticipation/detection, hazard response
      Demographics: gender
      Environment: intersection
      @article{2016_PLOS_Yan,
          author = "Yan, Xuedong and Zhang, Xinran and Zhang, Yuting and Li, Xiaomeng and Yang, Zhuo",
          journal = "PLoS one",
          number = "10",
          pages = "e0164101",
          title = "Changes in drivers’ visual performance during the collision avoidance process as a function of different field of views at intersections",
          volume = "11",
          year = "2016"
      }
      
    Yamani et al., Age-Related Differences in Vehicle Control and Eye Movement Patterns at Intersections: Older and Middle-Aged Drivers, PLOS One, 2016 | Driving task Demographics Environment |paper
      Driving task: hazard anticipation/detection
      Demographics: age
      Environment: intersection
      @article{2016_PLOS_Yamani,
          author = "Yamani, Yusuke and Horrey, William J and Liang, Yulan and Fisher, Donald L",
          journal = "PLoS one",
          number = "10",
          pages = "e0164124",
          title = "Age-related differences in vehicle control and eye movement patterns at intersections: older and middle-aged drivers",
          volume = "11",
          year = "2016"
      }
      
    Cheng et al., Drivers’ Visual Characteristics when Merging onto or Exiting an Urban Expressway, PLOS One, 2016 | Environment |paper
      Environment: traffic
      @article{2016_PLOS_Cheng,
          author = "Cheng, Ying and Gao, Li and Zhao, Yanan and Du, Feng",
          journal = "PloS one",
          number = "9",
          pages = "e0162298",
          title = "Drivers’ visual characteristics when merging onto or exiting an urban expressway",
          volume = "11",
          year = "2016"
      }
      
    Lee et al., Eye Movements and Road Hazard Detection: Effects of Blur and Distractors, Optometry and Vision Science, 2016 | Driving task Demographics |paper
      Driving task: hazard anticipation/detection
      Demographics: age
      @article{2016_OptometryVisionScience_Lee,
          author = "Lee, Samantha Sze-Yee and Black, Alex A and Lacherez, Philippe and Wood, Joanne M",
          journal = "Optometry and Vision Science",
          number = "9",
          pages = "1137--1146",
          title = "Eye movements and road hazard detection: effects of blur and distractors",
          volume = "93",
          year = "2016"
      }
      
    Grippenkoven et al., Gaze direction and driving behavior of drivers at level crossings, Journal of Transportation Safety and Security, 2016 | Environment |paper
      Environment: intersection
      @article{2016_JTSS_Grippenkoven,
          author = "Grippenkoven, Jan and Dietsch, Sandra",
          journal = "Journal of Transportation Safety \\& Security",
          number = "sup1",
          pages = "4--18",
          title = "Gaze direction and driving behavior of drivers at level crossings",
          volume = "8",
          year = "2016"
      }
      
    Huestegge et al., Out of the corner of the driver’s eye: Peripheral processing of hazards in static traffic scenes, Journal of Vision, 2016 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2016_JoV_Huestegge,
          author = {Huestegge, Lynn and B{\"o}ckler, Anne},
          journal = "Journal of Vision",
          number = "2",
          pages = "11--11",
          title = "{Out of the corner of the driver's eye: Peripheral processing of hazards in static traffic scenes}",
          volume = "16",
          year = "2016"
      }
      
    Sun et al., Investigating the Spatial Pattern of Older Drivers’ Eye Fixation Behaviour and Associations with Their Visual Capacity, Journal of Eye Movement Research, 2016 | Demographics Environment |paper
      Demographics: age
      Environment: intersection, road type
      @article{2016_JEMR_Sun,
          author = {Sun, Quian and Xia, jianhong and Falkmer, Torbj{\"o}rn and Lee, Hoe},
          journal = "Journal of Eye Movement Research",
          number = "6",
          title = "{Investigating the Spatial Pattern of Older Drivers Eye Fixation Behaviour and Associations with Their Visual Capacity}",
          volume = "9",
          year = "2016"
      }
      
    Wood et al., Working Memory Capacity, Visual Attention and Hazard Perception in Driving, Journal of Applied Research in Memory and Cognition, 2016 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      @article{2016_JARMAC_Wood,
          author = "Wood, G and Hartley, G and Furley, PA and Wilson, MR",
          journal = "Journal of Applied Research in Memory and Cognition",
          number = "4",
          pages = "454--462",
          title = "Working memory capacity, visual attention and hazard perception in driving",
          volume = "5",
          year = "2016"
      }
      
    Wilson et al., The Role of Location and Visual Saliency in Capturing Attention to Outdoor Advertising, Journal of Advertising Research, 2016 | Inattention Environment |paper
      Inattention: distraction
      Environment: billboard
      @article{2016_JAR_Wilson,
          author = "Wilson, Rick T and Casper, Jeff",
          journal = "Journal of Advertising Research",
          number = "3",
          pages = "259--273",
          title = "{The role of location and visual saliency in capturing attention to outdoor advertising: How location attributes increase the likelihood for a driver to notice a billboard ad}",
          volume = "56",
          year = "2016"
      }
      
    Schmidt et al., Driver Drowsiness and Behavior Detection in Prolonged Conditionally Automated Drives, IV, 2016 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: drowsiness
      Automation: lateral control, longitudinal control, monitoring
      @inproceedings{2016_IV_Schmidt,
          author = {Schmidt, J{\"u}rgen and Braunagel, Christian and Stolzmann, Wolfgang and Karrer-Gau{\ss}, Katja},
          booktitle = "IV",
          title = "Driver drowsiness and behavior detection in prolonged conditionally automated drives",
          year = "2016"
      }
      
    Kujala et al., Context-sensitive distraction warnings – Effects on drivers' visual behavior and acceptance, International Journal of Human-Computer Studies, 2016 | Inattention Automation |paper
      Inattention: distraction
      Automation: warning/guidance
      @article{2016_IJHCS_Kujala,
          author = {Kujala, Tuomo and Karvonen, Hannu and M{\"a}kel{\"a}, Jakke},
          journal = "International Journal of Human-Computer Studies",
          pages = "39--52",
          publisher = "Elsevier",
          title = "Context-sensitive distraction warnings--Effects on drivers׳ visual behavior and acceptance",
          volume = "90",
          year = "2016"
      }
      
    Hergeth et al., Keep Your Scanners Peeled: Gaze Behavior as a Measure of Automation Trust During Highly Automated Driving, Human Factors, 2016 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR, trust
      @article{2016_HumanFactors_Hergeth,
          author = "Hergeth, Sebastian and Lorenz, Lutz and Vilimek, Roman and Krems, Josef F",
          journal = "Human factors",
          number = "3",
          pages = "509--519",
          title = "{Keep your scanners peeled: Gaze behavior as a measure of automation trust during highly automated driving}",
          volume = "58",
          year = "2016"
      }
      
    Gaspar et al., Measuring the Useful Field of View During Simulated Driving With Gaze-Contingent Displays, Human Factors, 2016 | Driving task Inattention Environment |paper
      Driving task: vehicle following
      Inattention: distraction
      Environment: wind
      @article{2016_HumanFactors_Gaspar,
          author = "Gaspar, John G and Ward, Nathan and Neider, Mark B and Crowell, James and Carbonari, Ronald and Kaczmarski, Henry and Ringer, Ryan V and Johnson, Aaron P and Kramer, Arthur F and Loschky, Lester C",
          journal = "Human factors",
          number = "4",
          pages = "630--641",
          title = "Measuring the useful field of view during simulated driving with gaze-contingent displays",
          volume = "58",
          year = "2016"
      }
      
    Lee et al., Error Recovery in Multitasking While Driving, CHI, 2016 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @inproceedings{2016_CHI_Lee,
          author = "Lee, Ja Young and Gibson, Madeleine C and Lee, John D",
          booktitle = "CHI",
          title = "Error recovery in multitasking while driving",
          year = "2016"
      }
      
    Akkil et al., Gaze Augmentation in Egocentric Video Improves Awareness of Intention, CHI, 2016 | Environment |paper
      Environment: intersection
      @inproceedings{2016_CHI_Akkil,
          author = "Akkil, Deepak and Isokoski, Poika",
          booktitle = "CHI",
          title = "Gaze augmentation in egocentric video improves awareness of intention",
          year = "2016"
      }
      
    Smith et al., Head-Up vs. Head-Down Displays: Examining Traditional Methods of Display Assessment While Driving, AutomotiveUI, 2016 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @inproceedings{2016_AutoUI_Smith,
          author = "Smith, Missie and Gabbard, Joseph L and Conley, Christian",
          booktitle = "AutomotiveUI",
          title = "Head-up vs. head-down displays: examining traditional methods of display assessment while driving",
          year = "2016"
      }
      
    Hurtado et al., An Eye-tracking Evaluation of Driver Distraction and Unfamiliar Road Signs, AutomotiveUI, 2016 | Inattention Environment |paper
      Inattention: distraction
      Environment: location, sign
      @inproceedings{2016_AutoUI_Hurtado,
          author = "Hurtado, Stephanie and Chiasson, Sonia",
          booktitle = "AutomotiveUI",
          title = "An eye-tracking evaluation of driver distraction and unfamiliar road signs",
          year = "2016"
      }
      
    Borojeni et al., Assisting Drivers with Ambient Take-Over Requests in Highly Automated Driving, AutomotiveUI, 2016 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR, warning/guidance
      @inproceedings{2016_AutoUI_Borojeni,
          author = "Borojeni, Shadan Sadeghian and Chuang, Lewis and Heuten, Wilko and Boll, Susanne",
          booktitle = "AutomotiveUI",
          title = "Assisting drivers with ambient take-over requests in highly automated driving",
          year = "2016"
      }
      
    Zeeb et al., Is take-over time all that matters? The impact of visual-cognitive load on driver take-over quality after conditionally automated driving, Accident Analysis and Prevention, 2016 | Driving task Inattention Automation |paper
      Driving task: take over control
      Inattention: distraction
      Automation: lateral control, longitudinal control, TOR
      @article{2016_AccidentAnalysis_Zeeb,
          author = "Zeeb, Kathrin and Buchner, Axel and Schrauf, Michael",
          journal = "Accident Analysis \\& Prevention",
          pages = "230--239",
          publisher = "Elsevier",
          title = "{Is take-over time all that matters? The impact of visual-cognitive load on driver take-over quality after conditionally automated driving}",
          volume = "92",
          year = "2016"
      }
      
    Morando et al., Drivers anticipate lead-vehicle conflicts during automated longitudinal control: Sensory cues capture driver attention and promote appropriate and timely responses, Accident Analysis and Prevention, 2016 | Driving task Automation |paper
      Driving task: vehicle following, hazard response
      Automation: longitudinal control, warning/guidance
      @article{2016_AccidentAnalysis_Morando,
          author = "Morando, Alberto and Victor, Trent and Dozza, Marco",
          journal = "Accident Analysis \\& Prevention",
          pages = "206--219",
          publisher = "Elsevier",
          title = "{Drivers anticipate lead-vehicle conflicts during automated longitudinal control: Sensory cues capture driver attention and promote appropriate and timely responses}",
          volume = "97",
          year = "2016"
      }
      
    Kountouriotis et al., Leading to distraction: Driver distraction, lead car, and road environment, Accident Analysis and Prevention, 2016 | Driving task Inattention Environment |paper
      Driving task: vehicle following
      Inattention: distraction
      Environment: road geometry
      @article{2016_AccidentAnalysis_Kountouriotis,
          author = "Kountouriotis, Georgios K and Merat, Natasha",
          journal = "Accident Analysis \\& Prevention",
          pages = "22--30",
          publisher = "Elsevier",
          title = "{Leading to distraction: Driver distraction, lead car, and road environment}",
          volume = "89",
          year = "2016"
      }
      
    Kidd et al., Differences in glance behavior between drivers using a rearview camera, parking sensor system, both technologies, or no technology during low-speed parking maneuvers, Accident Analysis and Prevention, 2016 | Driving task Automation |paper
      Driving task: parking
      Automation: warning/guidance
      @article{2016_AccidentAnalysis_Kidd,
          author = "Kidd, David G and McCartt, Anne T",
          journal = "Accident Analysis \\& Prevention",
          pages = "92--101",
          publisher = "Elsevier",
          title = "Differences in glance behavior between drivers using a rearview camera, parking sensor system, both technologies, or no technology during low-speed parking maneuvers",
          volume = "87",
          year = "2016"
      }
      
    Belyusar et al., A field study on the effects of digital billboards on glance behavior during highway driving, Accident Analysis and Prevention, 2016 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: billboard
      @article{2016_AccidentAnalysis_Belyusar,
          author = "Belyusar, Daniel and Reimer, Bryan and Mehler, Bruce and Coughlin, Joseph F",
          journal = "Accident Analysis \\& Prevention",
          pages = "88--96",
          publisher = "Elsevier",
          title = "A field study on the effects of digital billboards on glance behavior during highway driving",
          volume = "88",
          year = "2016"
      }
      
    Mackenzie et al., Eye movements and hazard perception in active and passive driving, Visual Cognition, 2015 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2015_VC_Mackenzie,
          author = "Mackenzie, Andrew K and Harris, Julie M",
          journal = "Visual cognition",
          number = "6",
          pages = "736--757",
          publisher = "Taylor \\& Francis",
          title = "Eye movements and hazard perception in active and passive driving",
          volume = "23",
          year = "2015"
      }
      
    Samuel et al., Evaluation of the Minimum Forward Roadway Glance Duration, Transportation Research Record, 2015 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      @article{2015_TRR_Samuel,
          author = "Samuel, Siby and Fisher, Donald L",
          journal = "Transportation Research Record",
          number = "1",
          pages = "9--17",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Evaluation of the minimum forward roadway glance duration",
          volume = "2518",
          year = "2015"
      }
      
    Niezgoda et al., Towards testing auditory–vocal interfaces and detecting distraction while driving: A comparison of eye-movement measures in the assessment of cognitive workload, Transportation Research Part F, 2015 | Inattention |paper
      Inattention: distraction
      @article{2015_TransRes_Niezgoda,
          author = "Niezgoda, Michal and Tarnowski, Adam and Kruszewski, Miko{\l}aj and Kami{\'n}ski, Tomasz",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "23--34",
          publisher = "Elsevier",
          title = "{Towards testing auditory--vocal interfaces and detecting distraction while driving: A comparison of eye-movement measures in the assessment of cognitive workload}",
          volume = "32",
          year = "2015"
      }
      
    Bargman et al., How does glance behavior influence crash and injury risk? A ‘what-if’ counterfactual simulation using crashes and near-crashes from SHRP2, Transportation Research Part F, 2015 | Driving task Inattention |paper
      Driving task: vehicle following, hazard response
      Inattention: distraction
      @article{2015_TransRes_Bargman,
          author = {B{\"a}rgman, Jonas and Lisovskaja, Vera and Victor, Trent and Flannagan, Carol and Dozza, Marco},
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "152--169",
          publisher = "Elsevier",
          title = "{How does glance behavior influence crash and injury risk? A ‘what-if’counterfactual simulation using crashes and near-crashes from SHRP2}",
          volume = "35",
          year = "2015"
      }
      
    Borowsky et al., The Effects of Momentary Visual Disruption on Hazard Anticipation and Awareness in Driving, Traffic Injury Prevention, 2015 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      @article{2015_TrafficInjuryPrevention_Borowsky,
          author = "Borowsky, Avinoam and Horrey, William J and Liang, Yulan and Garabet, Angela and Simmons, Lucinda and Fisher, Donald L",
          journal = "Traffic Injury Prevention",
          number = "2",
          pages = "133--139",
          publisher = "Taylor \\& Francis",
          title = "The effects of momentary visual disruption on hazard anticipation and awareness in driving",
          volume = "16",
          year = "2015"
      }
      
    Lemonnier et al., Gaze behavior when approaching an intersection: Dwell time distribution and comparison with a quantitative prediction, Transportation Research Part F, 2015 | Environment |paper
      Environment: intersection, traffic
      @article{2015_TR_Lemonnier,
          author = "Lemonnier, Sophie and Br{\'e}mond, Roland and Baccino, Thierry",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "60--74",
          publisher = "Elsevier",
          title = "{Gaze behavior when approaching an intersection: Dwell time distribution and comparison with a quantitative prediction}",
          volume = "35",
          year = "2015"
      }
      
    Eyraud et al., Allocation of visual attention while driving with simulated augmented reality, Transportation Research Part F, 2015 | Automation |paper
      Automation: warning/guidance
      @article{2015_TR_Eyraud,
          author = "Eyraud, Robin and Zibetti, Elisabetta and Baccino, Thierry",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "46--55",
          publisher = "Elsevier",
          title = "Allocation of visual attention while driving with simulated augmented reality",
          volume = "32",
          year = "2015"
      }
      
    Itkonen et al., Driver Gaze Behavior Is Different in Normal Curve Driving and when Looking at the Tangent Point, PLOS One, 2015 | Environment |paper
      Environment: road geometry
      @article{2015_PONE_Itkonen,
          author = "Itkonen, Teemu and Pekkanen, Jami and Lappi, Otto",
          journal = "PloS one",
          number = "8",
          pages = "e0135505",
          title = "Driver gaze behavior is different in normal curve driving and when looking at the tangent point",
          volume = "10",
          year = "2015"
      }
      
    Lee et al., Blur, eye movements and performance on a driving visual recognition slide test, Opthtalmic and Physiological Optics, 2015 | Demographics Environment |paper
      Demographics: age
      Environment: intersection
      @article{2015_OPO_Lee,
          author = "Lee, Samantha Sze-Yee and Wood, Joanne M and Black, Alexander A",
          journal = "Ophthalmic and Physiological Optics",
          number = "5",
          pages = "522--529",
          title = "Blur, eye movements and performance on a driving visual recognition slide test",
          volume = "35",
          year = "2015"
      }
      
    Kujala et al., Hand-Held Texting is Less Distracting than Texting with the Phone in a Holder – Anyway, Don’t Do It, AcademicMindTrek, 2015 | Driving task Inattention |paper
      Driving task: maintain speed, maintain lane
      Inattention: distraction
      @inproceedings{2015_MindTrek_Kujala,
          author = "Kujala, Tuomo and Grahn, Hilkka and Holmstedt, Niina",
          booktitle = "Proceedings of the 19th International Academic Mindtrek Conference",
          pages = "98--105",
          title = "Hand-Held texting is less distracting than texting with the phone in a holder: anyway, don't do it",
          year = "2015"
      }
      
    Kujala et al., Modeling visual sampling on in-car displays: The challenge of predicting safety-critical lapses of control, International Journal of Human-Computer Interaction, 2015 | Driving task Inattention |paper
      Driving task: maintain speed, maintain lane
      Inattention: distraction
      @article{2015_IJHCS_Kujala,
          author = "Kujala, Tuomo and Salvucci, Dario D",
          journal = "International Journal of Human-Computer Studies",
          pages = "66--78",
          publisher = "Elsevier",
          title = "Modeling visual sampling on in-car displays: The challenge of predicting safety-critical lapses of control",
          volume = "79",
          year = "2015"
      }
      
    Yang et al., Analysis of influence on driver behaviour while using in-vehicle traffic lights with application of head-up display, IET Intelligent Transport Systems, 2015 | Environment Automation |paper
      Environment: intersection
      Automation: warning/guidance
      @article{2015_IET_Yang,
          author = "Yang, Bo and Zheng, Rencheng and Yin, Yuandong and Yamabe, Shigeyuki and Nakano, Kimihiko",
          journal = "IET Intelligent Transport Systems",
          number = "5",
          pages = "347--353",
          publisher = "IET",
          title = "Analysis of influence on driver behaviour while using in-vehicle traffic lights with application of head-up display",
          volume = "10",
          year = "2016"
      }
      
    Liang et al., Reading Text While Driving: Understanding Drivers’ Strategic and Tactical Adaptation to Distraction, Human Factors, 2015 | Inattention Environment |paper
      Inattention: distraction
      Environment: road geometry
      @article{2015_HumanFactors_Liang,
          author = "Liang, Yulan and Horrey, William J and Hoffman, Joshua D",
          journal = "Human factors",
          number = "2",
          pages = "347--359",
          title = "Reading text while driving: Understanding drivers’ strategic and tactical adaptation to distraction",
          volume = "57",
          year = "2015"
      }
      
    vanLeeuwen et al., Effects of visual fidelity on curve negotiation, gaze behaviour and simulator discomfort, Ergonomics, 2015 | Environment |paper
      Environment: road geometry
      @article{2015_Ergonomics_vanLeeuwen,
          author = "van Leeuwen, Peter M and G{\'o}mez i Subils, Carla and Ramon Jimenez, Arnau and Happee, Riender and de Winter, Joost CF",
          journal = "Ergonomics",
          number = "8",
          pages = "1347--1364",
          publisher = "Taylor \\& Francis",
          title = "Effects of visual fidelity on curve negotiation, gaze behaviour and simulator discomfort",
          volume = "58",
          year = "2015"
      }
      
    Tivesten et al., The timecourse of driver visual attention in naturalistic driving with adaptive cruise control and forward collision warning, International Driver Distraction and Inattention Conference, 2015 | Driving task Automation |paper
      Driving task: vehicle following, hazard response
      Automation: lateral control, longitudinal control, warning/guidance
      @inproceedings{2015_DDI_Tivesten,
          author = "Tivesten, E and Morando, A and Victor, T",
          booktitle = "DDI",
          title = "The timecourse of driver visual attention in naturalistic driving with adaptive cruise control and forward collision warning",
          year = "2015"
      }
      
    Urwyler et al., Age-dependent visual exploration during simulated day- and night driving on a motorway: a cross-sectional study, BMC Geriatrics, 2015 | Demographics Environment |paper
      Demographics: age
      Environment: visibility
      @article{2015_BMCGeriatrics_Urwyler,
          author = {Urwyler, Prabitha and Gruber, Nicole and M{\"u}ri, Ren{\'e} M and J{\"a}ger, Michael and Bieri, Rahel and Nyffeler, Thomas and Mosimann, Urs P and Nef, Tobias},
          journal = "BMC Geriatrics",
          number = "1",
          pages = "18",
          publisher = "Springer",
          title = "{Age-dependent visual exploration during simulated day-and night driving on a motorway: A cross-sectional study}",
          volume = "15",
          year = "2015"
      }
      
    Kaber et al., Driver behavior in use of guide and logo signs under distraction and complex roadway conditions, Applied Ergonomics, 2015 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign, construction
      @article{2015_AppliedErgonomics_Kaber,
          author = "Kaber, David and Pankok Jr, Carl and Corbett, Brendan and Ma, Wenqi and Hummer, Joseph and Rasdorf, William",
          journal = "Applied Ergonomics",
          pages = "99--106",
          publisher = "Elsevier",
          title = "Driver behavior in use of guide and logo signs under distraction and complex roadway conditions",
          volume = "47",
          year = "2015"
      }
      
    Peng et al., Driver’s adaptive glance behavior to in-vehicle information systems, Accident Analysis and Prevention, 2015 | Inattention Environment |paper
      Inattention: distraction
      Environment: traffic
      @article{2015_AccidentAnalysis_Peng,
          author = "Peng, Yiyun and Boyle, Linda Ng",
          journal = "Accident Analysis \\& Prevention",
          pages = "93--101",
          publisher = "Elsevier",
          title = "Driver's adaptive glance behavior to in-vehicle information systems",
          volume = "85",
          year = "2015"
      }
      
    vanLeeuwen et al., Vertical field of view restriction in driver training: A simulator-based evaluation, Transportation Research Part F, 2014 | Environment |paper
      Environment: visibility, road geometry
      @article{2014_TransRes_vanLeeuwen,
          author = "Van Leeuwen, PM and Happee, R and De Winter, JCF",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "169--182",
          publisher = "Elsevier",
          title = "{Vertical field of view restriction in driver training: A simulator-based evaluation}",
          volume = "24",
          year = "2014"
      }
      
    Tivesten et al., Driving context and visual-manual phone tasks influence glance behavior in naturalistic driving, Transportation Research Part F, 2014 | Inattention Environment |paper
      Inattention: distraction
      Environment: road type, intersection, visibility
      @article{2014_TransRes_Tivesten,
          author = "Tivesten, Emma and Dozza, Marco",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "258--272",
          publisher = "Elsevier",
          title = "Driving context and visual-manual phone tasks influence glance behavior in naturalistic driving",
          volume = "26",
          year = "2014"
      }
      
    Costa et al., Looking behavior for vertical road signs, Transportation Research Part F, 2014 | Environment |paper
      Environment: sign
      @article{2014_TransRes_Costa,
          author = "Costa, Marco and Simone, Andrea and Vignali, Valeria and Lantieri, Claudio and Bucchi, Alberto and Dondi, Giulio",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "147--155",
          publisher = "Elsevier",
          title = "Looking behavior for vertical road signs",
          volume = "23",
          year = "2014"
      }
      
    Ciceri et al., Does driving experience in video games count? Hazard anticipation and visual exploration of male gamers as function of driving experience, Transportation Research Part F, 2014 | |paper
      @article{2014_TransRes_Ciceri,
          author = "Ciceri, Maria Rita and Ruscio, Daniele",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "76--85",
          publisher = "Elsevier",
          title = "{Does driving experience in video games count? Hazard anticipation and visual exploration of male gamers as function of driving experience}",
          volume = "22",
          year = "2014"
      }
      
    Birrell et al., Glance behaviours when using an in-vehicle smart driving aid: A real-world, on-road driving study, Transportation Research Part F, 2014 | Automation |paper
      Automation: warning/guidance
      @article{2014_TransRes_Birrell,
          author = "Birrell, Stewart A and Fowkes, Mark",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "113--125",
          publisher = "Elsevier",
          title = "{Glance behaviours when using an in-vehicle smart driving aid: A real-world, on-road driving study}",
          volume = "22",
          year = "2014"
      }
      
    Reimer et al., A study of young adults examining phone dialing while driving using a touchscreen vs. a button style flip-phone, Transportation Research Part F, 2014 | Inattention Demographics |paper
      Inattention: distraction
      Demographics: gender
      @article{2014_TR_Reimer,
          author = "Reimer, Bryan and Mehler, Bruce and Donmez, Birsen",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "57--68",
          publisher = "Elsevier",
          title = "A study of young adults examining phone dialing while driving using a touchscreen vs. a button style flip-phone",
          volume = "23",
          year = "2014"
      }
      
    Merat et al., Transition to manual: Driver behaviour when resuming control from a highly automated vehicle, Transportation Research Part F, 2014 | Driving task Automation |paper
      Driving task: take over control
      Automation: lateral control, longitudinal control, TOR
      @article{2014_TR_Merat,
          author = "Merat, Natasha and Jamson, A Hamish and Lai, Frank CH and Daly, Michael and Carsten, Oliver MJ",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "274--282",
          publisher = "Elsevier",
          title = "{Transition to manual: Driver behaviour when resuming control from a highly automated vehicle}",
          volume = "27",
          year = "2014"
      }
      
    Alberti et al., Are experienced drivers more likely than novice drivers to benefit from driving simulations with a wide field of view?, Transportation Research Part F, 2014 | Driving task Environment |paper
      Driving task: hazard response
      Environment: visibility
      @article{2014_TR_Alberti,
          author = "Alberti, Concetta F and Shahar, Amit and Crundall, David",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "124--132",
          publisher = "Elsevier",
          title = "Are experienced drivers more likely than novice drivers to benefit from driving simulations with a wide field of view?",
          volume = "27",
          year = "2014"
      }
      
    Young et al., Effects of phone type on driving and eye glance behaviour while text-messaging, Safety Science, 2014 | Inattention |paper
      Inattention: distraction
      @article{2014_SafetyScience_Young,
          author = "Young, Kristie L and Rudin-Brown, Christina M and Patten, Christopher and Ceci, Ruggero and Lenn{\'e}, Michael G",
          journal = "Safety Science",
          pages = "47--54",
          publisher = "Elsevier",
          title = "Effects of phone type on driving and eye glance behaviour while text-messaging",
          volume = "68",
          year = "2014"
      }
      
    Lemercier et al., Inattention behind the wheel: How factual internal thoughts impact attentional control while driving, Safety Science, 2014 | Inattention |paper
      Inattention: distraction
      @article{2014_SafetyScience_Lemercier,
          author = {Lemercier, C{\'e}line and Pecher, Christelle and Berthi{\'e}, Ga{\"e}lle and Valery, Benoit and Vidal, Vanessa and Paubel, Pierre-Vincent and Cour, Maurice and Fort, Alexandra and Gal{\'e}ra, C{\'e}dric and Gabaude, Catherine and others},
          journal = "Safety Science",
          pages = "279--285",
          title = "{Inattention behind the wheel: How factual internal thoughts impact attentional control while driving}",
          volume = "62",
          year = "2014"
      }
      
    Lemonnier et al., Discriminating cognitive processes with eye movements in a decision-making driving task, Journal of Eye Movement Research, 2014 | Environment |paper
      Environment: traffic, intersection
      @article{2014_JEMR_Lemonnier,
          author = "Lemonnier, Sophie and Br{\'e}mond, Roland and Baccino, Thierry",
          journal = "Journal of Eye Movement Research",
          number = "4",
          pages = "1--14",
          title = "Discriminating cognitive processes with eye movements in a decision-making driving task",
          volume = "7",
          year = "2014"
      }
      
    SimonsMorton et al., Keep Your Eyes on the Road: Young Driver Crash Risk Increases According to Duration of Distraction, nan, 2014 | Inattention |paper
      Inattention: distraction
      @article{2014_JAH_SimonsMorton,
          author = "Simons-Morton, Bruce G and Guo, Feng and Klauer, Sheila G and Ehsani, Johnathon P and Pradhan, Anuj K",
          journal = "Journal of Adolescent Health",
          number = "5",
          pages = "S61--S67",
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          title = "Keep your eyes on the road: Young driver crash risk increases according to duration of distraction",
          volume = "54",
          year = "2014"
      }
      
    Lorenz et al., Designing take over scenarios for automated driving: How does augmented reality support the driver to get back into the loop?, Proceedings of Human Factors and Ergonomics Society, 2014 | Driving task Inattention Automation |paper
      Driving task: take over control, hazard response
      Inattention: distraction
      Automation: lateral control, longitudinal control, warning/guidance
      @inproceedings{2014_HumanFactorsErognomics_Lorenz,
          author = "Lorenz, Lutz and Kerschbaum, Philipp and Schumann, Josef",
          booktitle = "Proc. Hum. Factors Ergon. Soc. Annu. Meet.",
          number = "1",
          pages = "1681--1685",
          title = "Designing take over scenarios for automated driving: How does augmented reality support the driver to get back into the loop?",
          volume = "58",
          year = "2014"
      }
      
    Schieber et al., Evaluation of the Visual Demands of Digital Billboards Using a Hybrid Driving Simulator, Proceedings of Human Factors and Ergonomics Society, 2014 | Environment |paper
      Environment: sign
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          author = "Schieber, Frank and Limrick, Kevin and McCall, Robert and Beck, Andrew",
          booktitle = "Proc. Hum. Factors Ergon. Soc. Annu. Meet.",
          number = "1",
          pages = "2214--2218",
          title = "Evaluation of the visual demands of digital billboards using a hybrid driving simulator",
          volume = "58",
          year = "2014"
      }
      
    He et al., Lane Keeping Under Cognitive Load: Performance Changes and Mechanisms, Human Factors, 2014 | Inattention Environment Automation |paper
      Inattention: distraction
      Environment: wind
      Automation: longitudinal control
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          author = "He, Jibo and McCarley, Jason S and Kramer, Arthur F",
          journal = "Human factors",
          number = "2",
          pages = "414--426",
          title = "Lane keeping under cognitive load: performance changes and mechanisms",
          volume = "56",
          year = "2014"
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    Liang et al., A Looming Crisis: The Distribution of Off-Road Glance Duration in Moments Leading up to Crashes/Near-Crashes in Naturalistic Driving, Proceedings of the Human Factors and Ergonomics Society, 2014 | Driving task Inattention |paper
      Driving task: hazard response
      Inattention: distraction
      @inproceedings{2014_HFES_Liang,
          author = "Liang, Yulan and Lee, John D and Horrey, William J",
          booktitle = "Proc. Hum. Factors Ergon. Soc. Annu. Meet.",
          number = "1",
          pages = "2102--2106",
          title = "A looming crisis: the distribution of off-road glance duration in moments leading up to crashes/near-crashes in naturalistic driving",
          volume = "58",
          year = "2014"
      }
      
    Werneke et al., How do environmental characteristics at intersections change in their relevance for drivers before entering an intersection: analysis of drivers’ gaze and driving behavior in a driving simulator study, Cognition, technology and work, 2014 | Environment |paper
      Environment: intersection, traffic
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          author = "Werneke, Julia and Vollrath, Mark",
          journal = "Cognition, Technology \\& Work",
          number = "2",
          pages = "157--169",
          publisher = "Springer",
          title = "How do environmental characteristics at intersections change in their relevance for drivers before entering an intersection: analysis of drivers’ gaze and driving behavior in a driving simulator study",
          volume = "16",
          year = "2014"
      }
      
    Reimer et al., Effects of an ‘Expert Mode’ Voice Command System on Task Performance, Glance Behavior & Driver Physiology, AutomotiveUI, 2014 | Inattention |paper
      Inattention: distraction
      @inproceedings{2014_ACM_Reimer,
          author = "Reimer, Bryan and Mehler, Bruce and Dobres, Jonathan and McAnulty, Hale and Mehler, Alea and Munger, Daniel and Rumpold, Adrian",
          booktitle = "AutomotiveUI",
          title = "Effects of an 'Expert Mode' voice command system on task performance, glance behavior \\& driver physiology",
          year = "2014"
      }
      
    Jones et al., The influence of image valence on visual attention and perception of risk in drivers, Accident Analysis and Prevention, 2014 | Driving task |paper
      Driving task: hazard anticipation/detection
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          author = "Jones, MP and Chapman, P and Bailey, K",
          journal = "Accident Analysis \\& Prevention",
          pages = "296--304",
          publisher = "Elsevier",
          title = "The influence of image valence on visual attention and perception of risk in drivers",
          volume = "73",
          year = "2014"
      }
      
    Lehtonen et al., Effect of driving experience on anticipatory look-ahead fixations in real curve driving, Accident Analysis and Prevention, 2014 | Environment |paper
      Environment: road geometry
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          author = "Lehtonen, Esko and Lappi, Otto and Koirikivi, Iivo and Summala, Heikki",
          journal = "Accident Analysis \\& Prevention",
          pages = "195--208",
          publisher = "Elsevier",
          title = "Effect of driving experience on anticipatory look-ahead fixations in real curve driving",
          volume = "70",
          year = "2014"
      }
      
    Benedetto et al., Leftward attentional bias in a simulated driving task, Transportation Research Part F, 2013 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign
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          author = "Benedetto, Simone and Pedrotti, Marco and Bremond, Roland and Baccino, Thierry",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "147--153",
          publisher = "Elsevier",
          title = "Leftward attentional bias in a simulated driving task",
          volume = "20",
          year = "2013"
      }
      
    Savage et al., Does preoccupation impair hazard perception? A simultaneous EEG and Eye Tracking study, Transportation Research Part F, 2013 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
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          author = "Savage, Steven W and Potter, Douglas D and Tatler, Benjamin W",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "52--62",
          publisher = "Elsevier",
          title = "{Does preoccupation impair hazard perception? A simultaneous EEG and eye tracking study}",
          volume = "17",
          year = "2013"
      }
      
    Dukic et al., Effects of Electronic Billboards on Driver Distraction, Traffic Injury Prevention, 2013 | Inattention Environment |paper
      Inattention: distraction
      Environment: sign, billboard
      @article{2013_TrafficInjuryPrevention_Dukic,
          author = "Dukic, Tania and Ahlstrom, Christer and Patten, Christopher and Kettwich, Carmen and Kircher, Katja",
          journal = "Traffic Injury Prevention",
          number = "5",
          pages = "469--476",
          publisher = "Taylor \\& Francis",
          title = "Effects of electronic billboards on driver distraction",
          volume = "14",
          year = "2013"
      }
      
    Romoser et al., Comparing the glance patterns of older versus younger experienced drivers: Scanning for hazards while approaching and entering the Intersection, Transportation Research Part F, 2013 | Driving task Demographics Environment |paper
      Driving task: vehicle following, hazard anticipation/detection
      Demographics: age
      Environment: intersection
      @article{2013_TR_Romoser,
          author = "Romoser, Matthew RE and Pollatsek, Alexander and Fisher, Donald L and Williams, Carrick C",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "104--116",
          publisher = "Elsevier",
          title = "{Comparing the glance patterns of older versus younger experienced drivers: Scanning for hazards while approaching and entering the intersection}",
          volume = "16",
          year = "2013"
      }
      
    Lim et al., Cross-cultural effects on drivers’ hazard perception, Transportation Research Part F, 2013 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: location
      @article{2013_TR_Lim,
          author = "Lim, Phui Cheng and Sheppard, Elizabeth and Crundall, David",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          pages = "194--206",
          publisher = "Elsevier",
          title = "Cross-cultural effects on drivers’ hazard perception",
          volume = "21",
          year = "2013"
      }
      
    Jamson et al., Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions, Transportation Research Part C, 2013 | Inattention Environment Automation |paper
      Inattention: distraction, drowsiness
      Environment: traffic
      Automation: lateral control, longitudinal control
      @article{2013_TR_Jamson,
          author = "Jamson, A Hamish and Merat, Natasha and Carsten, Oliver MJ and Lai, Frank CH",
          journal = "Transportation Research Part C: Emerging Technologies",
          pages = "116--125",
          publisher = "Elsevier",
          title = "Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions",
          volume = "30",
          year = "2013"
      }
      
    Yekhshatyan et al., Changes in the Correlation Between Eye and Steering Movements Indicate Driver Distraction, T-ITS, 2013 | Inattention Environment |paper
      Inattention: distraction
      Environment: road geometry
      @article{2013_T-ITS_Yekhshatyan,
          author = "Yekhshatyan, Lora and Lee, John D",
          journal = "IEEE Transactions on Intelligent Transportation Systems",
          number = "1",
          pages = "136--145",
          publisher = "IEEE",
          title = "Changes in the correlation between eye and steering movements indicate driver distraction",
          volume = "14",
          year = "2012"
      }
      
    Ahlstrom et al., A Gaze-Based Driver Distraction Warning System and Its Effect on Visual Behavior, T-ITS, 2013 | Automation |paper
      Automation: monitoring, warning/guidance
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          author = "Ahlstrom, Christer and Kircher, Katja and Kircher, Albert",
          journal = "IEEE Transactions on Intelligent Transportation Systems",
          number = "2",
          pages = "965--973",
          publisher = "IEEE",
          title = "A gaze-based driver distraction warning system and its effect on visual behavior",
          volume = "14",
          year = "2013"
      }
      
    Scott et al., Visual information search in simulated junction negotiation: Gaze transitions of young novice, young experienced and older experienced drivers, Journal of Safety Research, 2013 | Demographics Environment |paper
      Demographics: age
      Environment: intersection
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          author = "Scott, Helen and Hall, Lynne and Litchfield, Damien and Westwood, Diane",
          journal = "Journal of Safety Research",
          pages = "111--116",
          publisher = "Elsevier",
          title = "{Visual information search in simulated junction negotiation: Gaze transitions of young novice, young experienced and older experienced drivers}",
          volume = "45",
          year = "2013"
      }
      
    Kujala et al., Browsing the information highway while driving: three in-vehicle touch screen scrolling methods and driver distraction, Personal and ubiquitous computing, 2013 | Inattention |paper
      Inattention: distraction
      @article{2013_PUC_Kujala,
          author = "Kujala, Tuomo",
          journal = "Personal and Ubiquitous Computing",
          number = "5",
          pages = "815--823",
          publisher = "Springer",
          title = "Browsing the information highway while driving: three in-vehicle touch screen scrolling methods and driver distraction",
          volume = "17",
          year = "2013"
      }
      
    Lappi et al., Beyond the tangent point: Gaze targets in naturalistic driving, Journal of Vision, 2013 | Environment |paper
      Environment: road geometry
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          author = "Lappi, Otto and Lehtonen, Esko and Pekkanen, Jami and Itkonen, Teemu",
          journal = "Journal of Vision",
          number = "13",
          pages = "11--11",
          title = "Beyond the tangent point: gaze targets in naturalistic driving",
          volume = "13",
          year = "2013"
      }
      
    Lehtonen et al., Look-ahead fixations in curve driving, Ergonomics, 2013 | Environment |paper
      Environment: road geometry
      @article{2013_Ergonomics_Lehtonen,
          author = "Lehtonen, Esko and Lappi, Otto and Kotkanen, Henri and Summala, Heikki",
          journal = "Ergonomics",
          number = "1",
          pages = "34--44",
          publisher = "Taylor \\& Francis",
          title = "Look-ahead fixations in curve driving",
          volume = "56",
          year = "2013"
      }
      
    Lasch et al., Can you ignore it? Effects of album artwork on driver distraction, International Driver Distraction and Inattention Conference, 2013 | Inattention Demographics |paper
      Inattention: distraction
      Demographics: gender
      @inproceedings{2013_DDI_Lasch,
          author = "Lasch, Annegret and Kujala, Tuomo",
          booktitle = "Proceedings of the 3rd International Conference on Driver Distraction and Inattention",
          pages = "1--16",
          title = "Can you ignore it?--effects of album artwork on driver distraction",
          year = "2013"
      }
      
    Kujala et al., Visual-Manual In-Car Tasks Decomposed - Text Entry and Kinetic Scrolling as the Main Sources of Visual Distraction, AutomotiveUI, 2013 | Driving task Inattention |paper
      Driving task: maintain speed
      Inattention: distraction
      @inproceedings{2013_AutomotiveUI_Kujala,
          author = "Kujala, Tuomo and Silvennoinen, Johanna and Lasch, Annegret",
          booktitle = "Proceedings of the 5th International Conference on Automotive User Interfaces and Interactive Vehicular Applications",
          pages = "82--89",
          title = "Visual-manual in-car tasks decomposed: text entry and kinetic scrolling as the main sources of visual distraction",
          year = "2013"
      }
      
    Zhang et al., Driver distraction and performance effects of highway logo sign design, Applied Ergonomics, 2013 | Driving task Inattention Environment |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      Environment: sign
      @article{2013_AppliedErgonomics_Zhang,
          author = "Zhang, Yu and Harris, Elizabeth and Rogers, Meghan and Kaber, David and Hummer, Joseph and Rasdorf, William and Hu, Jia",
          journal = "Applied Ergonomics",
          number = "3",
          pages = "472--479",
          publisher = "Elsevier",
          title = "Driver distraction and performance effects of highway logo sign design",
          volume = "44",
          year = "2013"
      }
      
    Garrison et al., Impact of Relevance and Distraction on Driving Performance and Visual Attention in a Simulated Driving Environment, Applied Cognitive Psychology, 2013 | Driving task Inattention Environment |paper
      Driving task: hazard anticipation/detection
      Inattention: distraction
      Environment: sign, billboard
      @article{2013_ACP_Garrison,
          author = "Garrison, Teena M and Williams, Carrick C",
          journal = "Applied Cognitive Psychology",
          number = "3",
          pages = "396--405",
          publisher = "Wiley Online Library",
          title = "Impact of relevance and distraction on driving performance and visual attention in a simulated driving environment",
          volume = "27",
          year = "2013"
      }
      
    Wong et al., Attention allocation patterns in naturalistic driving, Accident Analysis and Prevention, 2013 | Inattention Environment |paper
      Inattention: distraction
      Environment: traffic, intersection
      @article{2013_AccidentPrevention_Wong,
          author = "Wong, Jinn-Tsai and Huang, Shih-Hsuan",
          journal = "Accident Analysis \\& Prevention",
          pages = "140--147",
          publisher = "Elsevier",
          title = "Attention allocation patterns in naturalistic driving",
          volume = "58",
          year = "2013"
      }
      
    Peng et al., Driver’s lane keeping ability with eyes off road: Insights from a naturalistic study, Accident Analysis and Prevention, 2013 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: road type
      @article{2013_AccidentAnalysis_Peng,
          author = "Peng, Yiyun and Boyle, Linda Ng and Hallmark, Shauna L",
          journal = "Accident Analysis \\& Prevention",
          pages = "628--634",
          publisher = "Elsevier",
          title = "Driver's lane keeping ability with eyes off road: Insights from a naturalistic study",
          volume = "50",
          year = "2013"
      }
      
    Dozza et al., What factors influence drivers’ response time for evasive maneuvers in real traffic?, Accident Analysis and Prevention, 2013 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age, gender
      Environment: traffic, road type, visibility
      @article{2013_AccidentAnalysis_Dozza,
          author = "Dozza, Marco",
          journal = "Accident Analysis \\& Prevention",
          pages = "299--308",
          publisher = "Elsevier",
          title = "What factors influence drivers’ response time for evasive maneuvers in real traffic?",
          volume = "58",
          year = "2013"
      }
      
    Borowsky et al., Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks, Accident Analysis and Prevention, 2013 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2013_AccidentAnalysis_Borowsky,
          author = "Borowsky, Avinoam and Oron-Gilad, Tal",
          journal = "Accident Analysis \\& Prevention",
          pages = "548--565",
          publisher = "Elsevier",
          title = "Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks",
          volume = "59",
          year = "2013"
      }
      
    Divekar et al., Effect of External Distractions: Behavior and Vehicle Control of Novice and Experienced Drivers Evaluated, Transportation Research Record, 2012 | Driving task Inattention |paper
      Driving task: vehicle following, hazard anticipation/detection
      Inattention: distraction
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          author = "Divekar, Gautam and Pradhan, Anuj Kumar and Pollatsek, Alexander and Fisher, Donald L",
          journal = "Transportation Research Record",
          number = "1",
          pages = "15--22",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "{Effect of external distractions: Behavior and vehicle control of novice and experienced drivers evaluated}",
          volume = "2321",
          year = "2012"
      }
      
    Kaber et al., Driver performance effects of simultaneous visual and cognitive distraction and adaptation behavior, Transportation Research Part F, 2012 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @article{2012_TR_Kaber,
          author = "Kaber, David B and Liang, Yulan and Zhang, Yu and Rogers, Meghan L and Gangakhedkar, Shruti",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          number = "5",
          pages = "491--501",
          publisher = "Elsevier",
          title = "Driver performance effects of simultaneous visual and cognitive distraction and adaptation behavior",
          volume = "15",
          year = "2012"
      }
      
    Kim et al., Efficacy and usage patterns for three types of rearview camera displays during backing up, SAE International, 2015 | Driving task Automation |paper
      Driving task: parking, hazard response
      Automation: warning/guidance
      @techreport{2012_SAE_Kim,
          author = "Kim, Robyn and Rauschenberger, Robert and Heckman, Genevieve and Young, Doug and Lange, Robert",
          institution = "SAE Technical Paper",
          title = "Efficacy and usage patterns for three types of rearview camera displays during backing up",
          year = "2012"
      }
      
    Mars et al., Where We Look When We Drive with or without Active Steering Wheel Control, PLOS One, 2012 | Environment Automation |paper
      Environment: road geometry
      Automation: lateral control
      @article{2012_PLOS_Mars,
          author = "Mars, Franck and Navarro, Jordan",
          journal = "PloS one",
          number = "8",
          pages = "e43858",
          publisher = "Public Library of Science",
          title = "Where we look when we drive with or without active steering wheel control",
          volume = "7",
          year = "2012"
      }
      
    Sullivan et al., The role of uncertainty and reward on eye movements in a virtual driving task, Journal of Vision, 2012 | Driving task |paper
      Driving task: vehicle following
      @article{2012_JoV_Sullivan,
          author = "Sullivan, Brian T and Johnson, Leif and Rothkopf, Constantin A and Ballard, Dana and Hayhoe, Mary",
          journal = "Journal of Vision",
          number = "13",
          pages = "19--19",
          publisher = "The Association for Research in Vision and Ophthalmology",
          title = "The role of uncertainty and reward on eye movements in a virtual driving task",
          volume = "12",
          year = "2012"
      }
      
    Doshi et al., Head and eye gaze dynamics during visual attention shifts in complex environments, Journal of Vision, 2012 | Inattention |paper
      Inattention: distraction
      @article{2012_JoV_Doshi,
          author = "Doshi, Anup and Trivedi, Mohan M",
          journal = "Journal of Vision",
          number = "2",
          pages = "9--9",
          publisher = "The Association for Research in Vision and Ophthalmology",
          title = "Head and eye gaze dynamics during visual attention shifts in complex environments",
          volume = "12",
          year = "2012"
      }
      
    Reimer et al., A Field Study on the Impact of Variations in Short-Term Memory Demands on Drivers’ Visual Attention and Driving Performance Across Three Age Groups, Human Factors, 2012 | Inattention |paper
      Inattention: distraction
      @article{2012_HumanFactors_Reimer,
          author = "Reimer, Bryan and Mehler, Bruce and Wang, Ying and Coughlin, Joseph F",
          journal = "Human factors",
          number = "3",
          pages = "454--468",
          publisher = "Sage Publications Sage CA: Los Angeles, CA",
          title = "A field study on the impact of variations in short-term memory demands on drivers’ visual attention and driving performance across three age groups",
          volume = "54",
          year = "2012"
      }
      
    Lee et al., Scrolling and Driving: How an MP3 Player and Its Aftermarket Controller Affect Driving Performance and Visual Behavior, Human Factors, 2012 | Driving task Inattention Environment |paper
      Driving task: hazard response, vehicle following
      Inattention: distraction
      Environment: traffic, construction
      @article{2012_HumanFactors_Lee,
          author = "Lee, John D and Roberts, Shannon C and Hoffman, Joshua D and Angell, Linda S",
          journal = "Human factors",
          number = "2",
          pages = "250--263",
          publisher = "Sage Publications Sage CA: Los Angeles, CA",
          title = "Scrolling and driving: How an MP3 player and its aftermarket controller affect driving performance and visual behavior",
          volume = "54",
          year = "2012"
      }
      
    Lasch et al., Designing Browsing for In-Car Music Player - Effects of Touch Screen Scrolling Techniques, Items Per Page and Screen Orientation on Driver Distraction, AutomotiveUI, 2012 | Driving task Inattention |paper
      Driving task: maintain speed, maintain lane
      Inattention: distraction
      @inproceedings{2012_AutomotiveUI_Lasch,
          author = "Lasch, Annegret and Kujala, Tuomo",
          booktitle = "Proceedings of the 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications",
          pages = "41--48",
          title = "Designing browsing for in-car music player: effects of touch screen scrolling techniques, items per page and screen orientation on driver distraction",
          year = "2012"
      }
      
    Pomarjanschi et al., Gaze Guidance Reduces the Number of Collisions with Pedestrians in a Driving Simulator, ACM Transactions on Interactive Intelligent Systems, 2012 | Driving task Automation |paper
      Driving task: hazard anticipation/detection, hazard response
      Automation: warning/guidance
      @article{2012_ACM_Pomarjanschi,
          author = "Pomarjanschi, Laura and Dorr, Michael and Barth, Erhardt",
          journal = "ACM Transactions on Interactive Intelligent Systems",
          number = "2",
          pages = "1--14",
          publisher = "ACM New York, NY, USA",
          title = "Gaze guidance reduces the number of collisions with pedestrians in a driving simulator",
          volume = "1",
          year = "2012"
      }
      
    Werneke et al., What does the driver look at? The influence of intersection characteristics on attention allocation and driving behavior, Accident Analysis and Prevention, 2012 | Environment |paper
      Environment: traffic, intersection
      @article{2012_AccidentAnalysis_Werneke,
          author = "Werneke, Julia and Vollrath, Mark",
          journal = "Accident Analysis \\& Prevention",
          pages = "610--619",
          publisher = "Elsevier",
          title = "What does the driver look at? The influence of intersection characteristics on attention allocation and driving behavior",
          volume = "45",
          year = "2012"
      }
      
    Crundall et al., Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard, Accident Analysis and Prevention, 2012 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2012_AccidentAnalysis_Crundall_1,
          author = "Crundall, David and Chapman, Peter and Trawley, Steven and Collins, Lyn and Van Loon, Editha and Andrews, Ben and Underwood, Geoffrey",
          journal = "Accident Analysis \\& Prevention",
          pages = "600--609",
          publisher = "Elsevier",
          title = "{Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard}",
          volume = "45",
          year = "2012"
      }
      
    Crundall et al., Why do car drivers fail to give way to motorcycles at t-junctions?, Accident Analysis and Prevention, 2012 | Environment |paper
      Environment: intersection
      @article{2012_AccidentAnalysis_Crundall,
          author = "Crundall, David and Crundall, Elizabeth and Clarke, David and Shahar, Amit",
          journal = "Accident Analysis \\& Prevention",
          number = "1",
          pages = "88--96",
          publisher = "Elsevier",
          title = "Why do car drivers fail to give way to motorcycles at t-junctions?",
          volume = "44",
          year = "2012"
      }
      
    Borowsky et al., Drivers’ perception of vulnerable road users: A hazard perception approach, Accident Analysis and Prevention, 2012 | Driving task Environment |paper
      Driving task: hazard anticipation/detection
      Environment: road type
      @article{2012_AccidentAnalysis_Borowsky,
          author = "Borowsky, Avinoam and Oron-Gilad, Tal and Meir, Anat and Parmet, Yisrael",
          journal = "Accident Analysis \\& Prevention",
          number = "1",
          pages = "160--166",
          publisher = "Elsevier",
          title = "{Drivers’ perception of vulnerable road users: A hazard perception approach}",
          volume = "44",
          year = "2012"
      }
      
    Underwood et al., Decisions about objects in real-world scenes are influenced by visual saliency before and during their inspection, nan, 2011 | Environment |paper
      Environment: intersection
      @article{2011_VR_Underwood,
          author = "Underwood, Geoffrey and Humphrey, Katherine and Van Loon, Editha",
          journal = "Vision Research",
          number = "18",
          pages = "2031--2038",
          publisher = "Elsevier",
          title = "Decisions about objects in real-world scenes are influenced by visual saliency before and during their inspection",
          volume = "51",
          year = "2011"
      }
      
    Vkalveld et al., Do Crashes and Near Crashes in Simulator-Based Training Enhance Novice Drivers’ Visual Search for Latent Hazards?, nan, 2011 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2011_TransRes_Vkalveld,
          author = "Vlakveld, Willem and Romoser, Matthew RE and Mehranian, Hasmik and Diete, Frank and Pollatsek, Alexander and Fisher, Donald L",
          journal = "Transportation Research Record",
          number = "1",
          pages = "153--160",
          publisher = "SAGE Publications Sage CA: Los Angeles, CA",
          title = "Do crashes and near crashes in simulator-based training enhance novice drivers’ visual search for latent hazards?",
          volume = "2265",
          year = "2011"
      }
      
    Metz et al., Attention during visual secondary tasks in driving: Adaptation to the demands of the driving task, Transportation Research Part F, 2011 | Driving task Inattention |paper
      Driving task: hazard anticipation/detection, hazard response
      Inattention: distraction
      @article{2011_TR_Metz,
          author = {Metz, Barbara and Sch{\"o}mig, Nadja and Kr{\"u}ger, Hans-Peter},
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          number = "5",
          pages = "369--380",
          publisher = "Elsevier",
          title = "{Attention during visual secondary tasks in driving: Adaptation to the demands of the driving task}",
          volume = "14",
          year = "2011"
      }
      
    Briggs et al., Emotionally involving telephone conversations lead to driver error and visual tunnelling, Transportation Research Part F, 2011 | Inattention |paper
      Inattention: distraction
      @article{2011_TR_Briggs,
          author = "Briggs, Gemma F and Hole, Graham J and Land, Michael F",
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          number = "4",
          pages = "313--323",
          publisher = "Elsevier",
          title = "Emotionally involving telephone conversations lead to driver error and visual tunnelling",
          volume = "14",
          year = "2011"
      }
      
    Kujala et al., Effects of menu structure and touch screen scrolling style on the variability of glance durations during in-vehicle visual search tasks, Ergonomics, 2011 | Inattention |paper
      Inattention: distraction
      @article{2011_Ergonomics_Kujala,
          author = "Kujala, Tuomo and Saariluoma, Pertti",
          journal = "Ergonomics",
          number = "8",
          pages = "716--732",
          publisher = "Taylor \\& Francis",
          title = "Effects of menu structure and touch screen scrolling style on the variability of glance durations during in-vehicle visual search tasks",
          volume = "54",
          year = "2011"
      }
      
    Taylor et al., Long Term Effects of Hazard Anticipation Training on Novice Drivers Measured on the Open Road, Proceedings of International Driving Symposium, 2011 | Driving task |paper
      Driving task: hazard anticipation/detection
      @inproceedings{2011_DrivSymposium_Taylor,
          author = "Taylor, Thalia GG and Masserang, Kathleen M and Pradhan, Anuj K and Divekar, Gautam and Samuel, Siby and Muttart, Jeffrey W and Pollatsek, Alexander and Fisher, Donald L",
          booktitle = "Proc. Internl. Driv. Symp. Hum. Factors Driv. Assess., Train., and Veh. Design",
          title = "Long term effects of hazard anticipation training on novice drivers measured on the open road",
          year = "2011"
      }
      
    Nabatilan et al., Effect of driving experience on visual behavior and driving performance under different driving conditions, Cognition, technology and work, 2011 | Inattention |paper
      Inattention: distraction
      @article{2011_CTW_Nabatilan,
          author = "Nabatilan, Larry B and Aghazadeh, Fereydoun and Nimbarte, Ashish D and Harvey, Craig C and Chowdhury, Suman K",
          journal = "Cognition, Technology \\& Work",
          number = "4",
          pages = "355--363",
          publisher = "Springer",
          title = "Effect of driving experience on visual behavior and driving performance under different driving conditions",
          volume = "14",
          year = "2012"
      }
      
    Edquist et al., Effects of advertising billboards during simulated driving, Applied Ergonomics, 2011 | Inattention Demographics Environment |paper
      Inattention: distraction
      Demographics: age
      Environment: sign, billboard
      @article{2011_AppliedErgonomics_Edquist,
          author = "Edquist, Jessica and Horberry, Tim and Hosking, Simon and Johnston, Ian",
          journal = "Applied Ergonomics",
          number = "4",
          pages = "619--626",
          publisher = "Elsevier",
          title = "Effects of advertising billboards during simulated driving",
          volume = "42",
          year = "2011"
      }
      
    Kujala et al., Measuring Distraction at the Levels of Tactical and Strategic Control: The Limits of Capacity-Based Measures for Revealing Unsafe Visual Sampling Models, Advances in Human-Computer Interaction, 2011 | Inattention Environment |paper
      Inattention: distraction
      Environment: road geometry
      @article{2011_AHCI_Kujala,
          author = "Kujala, Tuomo and Saariluoma, Pertti",
          journal = "Advances in Human-Computer Interaction",
          pages = "1--13",
          publisher = "Hindawi Limited London, UK, United Kingdom",
          title = "Measuring distraction at the levels of tactical and strategic control: the limits of capacity-based measures for revealing unsafe visual sampling models",
          volume = "2011",
          year = "2011"
      }
      
    Owens et al., Driver performance while text messaging using handheld and in-vehicle systems, Accident Analysis and Prevention, 2011 | Inattention Demographics |paper
      Inattention: distraction
      Demographics: age
      @article{2011_AccidentAnalysis_Owens,
          author = "Owens, Justin M and McLaughlin, Shane B and Sudweeks, Jeremy",
          journal = "Accident Analysis \\& Prevention",
          number = "3",
          pages = "939--947",
          publisher = "Elsevier",
          title = "Driver performance while text messaging using handheld and in-vehicle systems",
          volume = "43",
          year = "2011"
      }
      
    Andersen et al., Limits of spatial attention in three-dimensional space and dual-task driving performance, Accident Analysis and Prevention, 2011 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @article{2011_AccidentAnalysis_Andersen,
          author = "Andersen, George J and Ni, Rui and Bian, Zheng and Kang, Julie",
          journal = "Accident Analysis \\& Prevention",
          number = "1",
          pages = "381--390",
          publisher = "Elsevier",
          title = "Limits of spatial attention in three-dimensional space and dual-task driving performance",
          volume = "43",
          year = "2011"
      }
      
    Bonmez et al., Differences in Off-Road Glances: Effects on Young Drivers’ Performance, Journal of Transportation Engineering, 2010 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @article{2010_TransEng_Bonmez,
          author = "Donmez, Birsen and Boyle, Linda Ng and Lee, John D",
          journal = "Journal of Transportation Engineering",
          number = "5",
          pages = "403--409",
          publisher = "American Society of Civil Engineers",
          title = "{Differences in off-road glances: Effects on young drivers’ performance}",
          volume = "136",
          year = "2010"
      }
      
    Klauer et al., An Analysis of Driver Inattention Using a Case-Crossover Approach On 100-Car Data: Final Report, NHTSA, 2010 | Driving task Inattention |paper
      Driving task: hazard response
      Inattention: distraction
      @techreport{2010_TR_Klauer,
          author = "Klauer, Sheila G and Guo, Feng and Sudweeks, Jeremy and Dingus, Thomas A",
          institution = "NHTSA",
          title = "{An analysis of driver inattention using a case-crossover approach on 100-Car data}",
          year = "2010"
      }
      
    Huestegge et al., The development of hazard perception: Dissociation of visual orientation and hazard processing, Transportation Research Part F, 2010 | Driving task |paper
      Driving task: hazard anticipation/detection
      @article{2010_TR_Huestegge,
          author = {Huestegge, Lynn and Skottke, Eva-Maria and Anders, Sina and M{\"u}sseler, Jochen and Debus, G{\"u}nter},
          journal = "Transportation Research Part F: Traffic Psychology and Behaviour",
          number = "1",
          pages = "1--8",
          publisher = "Elsevier",
          title = "{The development of hazard perception: Dissociation of visual orientation and hazard processing}",
          volume = "13",
          year = "2010"
      }
      
    vanLoon et al., Visual Strategies used for time-to-arrival judgments in driving, Perception, 2010 | Environment |paper
      Environment: intersection
      @article{2010_Perception_vanLoon,
          author = "Van Loon, Editha M and Khashawi, Fadhel and Underwood, Geoffrey",
          journal = "Perception",
          number = "9",
          pages = "1216--1229",
          publisher = "SAGE Publications Sage UK: London, England",
          title = "Visual strategies used for time-to-arrival judgments in driving",
          volume = "39",
          year = "2010"
      }
      
    Reimer et al., The Impact of Systematic Variation of Cognitive Demand on Drivers’ Visual Attention across Multiple Age Groups, Proceedings of Human Factors and Ergonomics Society, 2010 | Inattention |paper
      Inattention: distraction
      @inproceedings{2010_HumanFactorsErgonomics_Reimer,
          author = "Reimer, Bryan and Mehler, Bruce and Wang, Ying and Coughlin, Joseph F",
          booktitle = "Proc. Hum. Factors Ergon. Soc. Annu. Meet.",
          number = "24",
          pages = "2052--2055",
          title = "The impact of systematic variation of cognitive demand on drivers' visual attention across multiple age groups",
          volume = "54",
          year = "2010"
      }
      
    Cooper et al., The Impact of Eye Movements and Cognitive Workload on Lateral Position Variability in Driving, Human Factors, 2010 | Driving task Inattention |paper
      Driving task: vehicle following
      Inattention: distraction
      @article{2010_HumanFactors_Cooper,
          author = "Cooper, Joel M and Medeiros-Ward, Nathan and Strayer, David L",
          journal = "Human factors",
          number = "5",
          pages = "1001--1014",
          title = "The impact of eye movements and cognitive workload on lateral position variability in driving",
          volume = "55",
          year = "2013"
      }
      
    Jensen et al., Studying Driver Attention and Behaviour for Three Configurations of GPS Navigation in Real Traffic Driving, CHI, 2010 | Inattention |paper
      Inattention: distraction
      @inproceedings{2010_CHI_Jensen,
          author = "Jensen, Brit Susan and Skov, Mikael B and Thiruravichandran, Nissanthen",
          booktitle = "CHI",
          pages = "1271--1280",
          title = "Studying driver attention and behaviour for three configurations of GPS navigation in real traffic driving",
          year = "2010"
      }
      
    White et al., The blind date: The effects of change blindness, passenger conversation and gender on looked-but-failed-to-see (LBFTS) errors, Accident Analysis and Prevention, 2010 | Driving task Inattention Demographics |paper
      Driving task: hazard anticipation/detection, hazard response
      Inattention: distraction
      Demographics: gender
      @article{2010_AccidentAnalysis_White,
          author = "White, Cale B and Caird, Jeff K",
          journal = "Accident Analysis \\& Prevention",
          number = "6",
          pages = "1822--1830",
          publisher = "Elsevier",
          title = "{The blind date: The effects of change blindness, passenger conversation and gender on looked-but-failed-to-see (LBFTS) errors}",
          volume = "42",
          year = "2010"
      }
      
    Konstantopoulos et al., Driver's visual attention as a function of driving experience and visibility. Using a driving simulator to explore drivers’ eye movements in day, night and rain driving, Accident Analysis and Prevention, 2010 | Environment |paper
      Environment: visibility
      @article{2010_AccidentAnalysis_Konstantopoulos,
          author = "Konstantopoulos, Panos and Chapman, Peter and Crundall, David",
          journal = "Accident Analysis \\& Prevention",
          number = "3",
          pages = "827--834",
          publisher = "Elsevier",
          title = "Driver's visual attention as a function of driving experience and visibility. Using a driving simulator to explore drivers’ eye movements in day, night and rain driving",
          volume = "42",
          year = "2010"
      }
      
    Borowsky et al., Age, skill, and hazard perception in driving, Accident Analysis and Prevention, 2010 | Driving task Demographics |paper
      Driving task: hazard anticipation/detection
      Demographics: age
      @article{2010_AccidentAnalysis_Borowsky,
          author = "Borowsky, Avinoam and Shinar, David and Oron-Gilad, Tal",
          journal = "Accident Analysis \\& Prevention",
          number = "4",
          pages = "1240--1249",
          publisher = "Elsevier",
          title = "Age, skill, and hazard perception in driving",
          volume = "42",
          year = "2010"
      }