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. 2019 Sep 30;12(3):10.16910/jemr.12.3.5. doi: 10.16910/jemr.12.3.5
Authors, publication year Observed driver distractions Setting Independent variables Eye movement related observed variables Other dependent variables Number of participants, included in the eye movement analysis ET type
Ahlstrom & Kircher, 2017 [42] IVIS on-road TYPT TTFF; GL_adur; GL_max; GL_%t; OTHR; GL_over none 10 RDSB
Antin, Dingus, Hulse & Wierwille, 1990 [43] NAV on-road MODT; GEND; DREXP; TRCON GL_adur; GL_patt TSK_t; TSK_perf; STWH; SPE_ch; LATP 32 RDSB
Aust, Dombrovskis, Kovaceva, Svanberg, & Ivarsson, 2013 [44] PHDIA_h; NAV_iv; RADMS on-road LOCIV GL_tot; GL_adur; GL_max none 35 RDSB
Beckers, Schreiner, Bertrand, Mehler, & Reimer, 2017 [45] NAV_iv; NAV_ptb driving simulator MODT; TYPT GL_adur; GL_over; GL_tot WRKL_s; TSK_t; LATP; SPE_stat; RET; TSK_perf; HRT; SKC 24 RDSB
Beijer, Smiley, & Eizenman, 2004 [46] ADSG on-road TYPT; GEND; LOCOV; OTPAR GL_adur; GL_max; GL_num; GZ_andev none 25 HMGL
Belyusar, Reimer, Mehler, & Coughlin, 2016 [47] ADSG on-road AGE; GEND; TYPT GL_num; GL_over; GL_adur SPE_ch; STWH; LATP 123 RDSB
Benedetto, Pedrotti, Minin, Baccino, Re, & Montanari, 2011 [48] IVIS; OTVIS driving simulator TSKD; TYPT BL_rate; BL_dur; PUP_size WRKL_s; RET; TSK_perf 15 HMGL
Birrell & Fowkes, 2014 [49] PHOTH on-road TYPT GL_num; GL_%; GL_adur; GL_max; GL_%t; GL_over; GL_patt none 15 RDSB
Blanco, Hankey, & Chestnut, 2005 [50] RADMS; IVPAR; PHDIA_h; NAV_iv both TYPT GL_num LATP; SPE_ch; TSK_perf; TSK_t 89 RDSB
Borowsky, Horrey, Liang, Simmons, Garabet, & Fisher, 2014 [51] OTVIS driving simulator TSKT; HZRD GL_num SPE_stat; WRKL_s; TSK_perf 56 HMGL
Borowsky, Horrey, Liang, Garabet, Simmons, & Fisher, 2015 [52] OTCOG driving simulator TSKT; ; HZRD GL_num WRKL_s; PERF_s 12 HMGL
Borowsky, Horrey, Liang, Garabet, Simmons, & Fisher, 2016 [53] OTCOG; OTVIS driving simulator TSKT; HZRD GL_num; GL_adur SPE_stat; WRKL_s; PERF_s 56 (14 per condition) HMGL
Briggs, Hole, & Land, 2016 [54] OTCOG video clips LOCOV VAR_hor; VAR_vert; FIX_num TSK_perf; RET; OTHR 46 HMGL
Brookhuis, de Vries, & de Waard, 1991 [29] PHCNV_h; PHCNV_hf; OTCOG on-road ROAD; TRCON; MODT; AGE GL_num LATP; SPE_stat; STWH; HRT; WRKL_s; TSK_perf 12 RDSB
Chan, Pradhan, Pollatsek, Knodler, Fisher, 2010 [55] OTTE; OTMAN; PHDIA_h driving simulator DREXP; TYPT GL_adur; GL_max; GL_over; GL_tot TSK_t; SPE_stat 24 HMGL
Chiang, Brooks, & Weir, 2004 [56] NAV_iv on-road TSKD; ROAD FIX_adur; FIX_%t; FIX_tot; FIX_num TSK_t; TSK_perf; LATP; SPE_stat; WRKL_s 10 RDSB
Chisholm, Caird, & Lockhart, 2008 [57] PMP driving simulator TSKD; TYPT; HZRD GL_num; GL_adur STWH; LATP; TSK_perf; RET; INC 19 HMGL
Chisholm, Caird, Lockhart, Teteris, & Smiley, 2006 [58] RADMS; PHDIA_h; PHCNV_h; OTMAN driving simulator DREXP; HZRD FIX_num; GL_tot; FIX_%t RET; INC 40 HMGL
Colon, Rupp, & Mouloua, 2013 [59] OTTE driving simulator TYPT; LOCOV FIX_tot STWH 54 RDSB
Costa, Bonetti, Vignali, Bichicchi, Lantieri, & Simone, 2019 [60] ADSG on-road TYPT; ROAD; LOCOV FIX_num; FIX_adur; OTHR SPE_stat 15 HMGL
Crundall, Van Loon, & Underwood, 2006 [40] ADSG video clips LOCOV; TYPT; HZRD FIX_num; TTFF; FIX_tot; FIX_adur OTHR; TSK_perf 32 HMGL
Crundall, Shenton, & Underwood, 2004 [61] OTTE driving simulator TYPT; TIME; TRCON FIX_adur; VAR_hor; VAR_vert; FIX_%t SPE_stat; INC 15 HMGL
Desmet & Diependaele, 2019 [62] PHCNV_hf on-road ROAD FIX_num; FIX_adur; SACC; VAR_hor; VAR_vert SPE_stat; LATP; HWTC 26 HMGL
Dingus, Hulse, Antin, & Wierwille, 1989 [63] NAV_iv; IVPAR; RADMS; OTTE on-road TYPT; ROAD; TRCON; DREXP; AGE; GEND GL_num; GL_adur; GL_tot LATP; STWH; SPE_ch; TSK_t; TSK_perf 32 RDSB
Dingus, Hulse, Mollenhauer, Fleischman, Mcgehee, & Manakkal, 1997 [64] NAV_iv on-road MODT; AGE; ROAD; TRCON; DREXP GL_%t; GL_adur; GL_over LATP; SPE_ch; TSK_perf; TSK_t; LATP; INC; STWH; WRKL_s 30 RDSB
Divekar, Pradhan, Pollatsek, & Fisher, 2012 [65] ADSG driving simulator DREXP; HZRD; TYPT GL_adur; GL_over; GL_num LATP; SPE_ch 48 HMGL
Dong, Ma, Zhang, Zhang, & Wang, 2019 [66] NAV_ptb; PHOTH on-road MODT; LOCIV FIX_num; FIX_adur; GL_patt; BL_rate; BL_dur SPE_ch; HWTC; LATP 20 HMGL
Donmez, Boyle, & Lee, 2007 [67] IVIS driving simulator AGE; HZRD; TYPT GL_num; GL_adur; GL_max RET; HWTC; SPE_ch; STWH; SPE_stat; WRKL_s; PERF_s 29 RDSB
Dukic, Hanson, Holmqvist, & Wartenberg, 2005 [68] OTIV   TYPT; LOCIV GL_tot; GL_num STWH; OTHR 8 HMGL
Dukic, Ahlstrom, Patten, Kettwich, & Kircher, 2013 [39] ADSG on-road TIME; TYPT; LOCOV; OTHR OTHR; FIX_num; FIX_max; FIX_adur SPE_stat; LATP; HWTC 41 HMGL
Ebadi, Fisher, & Roberts, 2019 [69] PHCNV_hf driving simulator HZRD; ROAD; TYPT GL_num; OTHR none 24 HMGL
Edquist, Horberry, Hosking, & Johnston, 2011 [38] ADSG driving simulator TYPT; AGE; DREXP FIX_%t TSK_t; TSK_perf; WRKL 48 RDSB
Engström, Johansson, & Östlund, 2005 [28] IVIS; OTCOG; OTVIS both TYPT; TSKD; ROAD GZ_andev TSK_perf; SPE_stat; LATP; STWH; SKC; HRT; PERF_s 48 in simulator, 24 on road RDSB
Gable, Walker, Moses, & Chitloor, 2013 [70] PMP driving simulator TYPT; OTPAR; DREXP FIX_tot; GL_patt LATP; TSK_t; TSK_perf; WRKL_s; PERF_s; OTHR 26 HMGL
Garay-Vega, Pradhan, Weinberg, Schmidt-Nielsen, Harsham, Shen, Divekar, Romoser, Knodler, & Fisher, 2010 [71] RADMS driving simulator MODT; TYPT GL_tot; GL_num; GL_over; OTHR TSK_t; TSK_perf; LATP; WRKL_s 17 RDSB
Garrison & Williams, 2013 [72] PHCNV_hf driving simulator TYPT GZ_num; GZ_adur SPE_stat; SPE_ch; LATP; STWH; TSK_perf 20 RDSB
Harbluk, Noy, Trbovich, & Eizenman, 2007 [34] OTCOG on-road TSKD GL_num; GL_%t WRKL; SPE_ch; OTHR 21 HMGL
Hallihan, Mayer, Caird, & Milloy, 2011 [73] IVIS driving simulator OTHR; MODT GL_num; GL_adur; GL_%t; GL_over SPE_ch; OTHR 14 HMGL
Hashash, Abou Zeid, & Moacdieh, 2019 [74] PHOTH; TXT driving simulator HZRD; TYPT FIX_num; FIX_adur; FIX%t; GL_patt SPE_stat; LATP; RET; WRKL_s; PERF_s 26 RDSB
He, Becic, Lee, & McCarley, 2011 [75] OTCOG driving simulator OTPAR; TRCON VAR_hor; VAR_vert OTHR; LATP; SPE_stat; HWTC 18 RDSB
Herbert, Thyer, Isherwood, & Merat, 2016 [76] OTCOG driving simulator TYPT; TSKD GZ_andev; FIX_% SPE_stat; HWTC; LATP; STWH; TSK_perf 36 RDSB
Horrey, Lesch, Garabet, Simmons, & Maikala, 2017 [77] OTCOG driving simulator TYPT; HZRD PUP_size HWTC; LATP; SPE_stat; RET; TSK_perf; HRT; OTHR 31 HMGL
Horrey, Wickens, & Consalus, 2006 [35] PHCNV_hf; PHDIA_hf driving simulator TSKD; TRCON FIX_%t LATP; RET 8 RDSB
Hudák & Madleňák, 2017 [78] ADSG on-road LOCOV; TYPT GL_adur; GL_%t; OTHR OTHR 3 HMGL
Jeong., Kim, Yu, Suh, Kim, & Suh, 2013 [79] NAV_ptb driving simulator MODT; LOCIV GL_patt SKC; OTHR 15 RDSB
Jeong & Liu, 2019 [80] OTCOG; OTVIS driving simulator ROAD; TYPT; TSKD GL_num; GL_%t; VAR_hor; VAR_vert; GL_patt LATP; STWH; WRKL_s; TSK_perf 24 RDSB
Jin, Xian, Jiang, Niu, Xu, & Yang, 2014 [81] RADMS; PHCNV_hf; OTIV driving simulator TYPT FIX_%t; FIX_num; FIX_max; PUP_size; GZ_andev; SACC; BL_rate; BL_dur none 18 RDSB
Jin, Xian, Niu, & Bie, 2015 [82] RADMS; PHCNV_hf; PHOTH; OTIV driving simulator TYPT FIX_%t; FIX_num; FIX_max; PUP_size; GZ_andev; SACC; BL_rate; BL_dur none 40 RDSB
Jones, Chapman, & Bailey, 2014 [83] OTCOG video clips TYPT; HZRD FIX_adur; VAR_hor; VAR_vert OTHR; TSK_perf; SKC; HRT 36 RDSB
Kaber, Pankok, Corbett, Ma, Hummer, & Rasdorf, 2015 [84] NAV_iv; ADSG driving simulator TYPT; ROAD; OTHR GL_max; FIX_num TSK_perf; LATP; SPE_stat 20 RDSB
Kaber, Liang, Zhang, Rogers, & Gangakhedkar, 2012 [85] OTCOG driving simulator TYPT; TSKD GL_num; GL_adur STWH; HWTC; RET; TSK_t; WRKL_s 20 HMGL
Kettwich, Klinger, & Lemmer, 2008 [86] ADSG on-road OTHR; TYPT FIX_adur; FIX_tot; FIX_num; OTHR none 16 RDSB
Kim & Yang, 2018 [87] OTVIS; OTCOG; NAV_ptb; NAV_iv; PHCNV_hf driving simulator TYPT; MODT GL_%t; GL_patt; SACC STWH; HRT; LATP 11 RDSB
Knapper, Hagenzieker, & Brookhuis, 2015 [88] PHTXT; PHCNV_h; NAV driving simulator TYPT GL_%t; GL_num; GL_adur; GL_max SPE_stat; LATP; WRKL_s; TSK_perf 20 RDSB
Kosaka, Koyama, & Nishitani, 2005 [89] OTCOG driving simulator ROAD; TYPT GL_num INC; HRT 19 HMGL
Kountouriotis, Spyridakos, Carsten, & Merat, 2016 [90] OTVIS; OTCOG driving simulator ROAD; TYPT VAR_hor TSK_perf; SPE_stat; STWH; LATP 12 RDSB
Krause, Angerer, & Bengler, 2015 [91] RADMS; PMP; PHOTH driving simulator TYPT; MODT GL_tot; GL_adur; GL_num LATP; HWTC; TSK_t 24 HMGL
Kujala, Silvennoinen, & Lasch, 2013 [92] NAV_iv driving simulator TSKD; MODT GL_max; GL_over; GL_tot; GL_num; GL_adur SPE_stat; SPE_ch; INC; LATP; STWH; WRKL_s 16 HMGL
Kun, Palinko, Medenica, & Heeman, 2013 [93] OTCOG driving simulator TSKD; MODT; ROAD PUP_size none 8 RDSB
Lamble, Kauranen, Laakso, & Summala, 1999 [33] PHDIA_h; OTCOG on-road OTPAR; TYPT GL_adur HWTC; RET; LATP; TSK_perf 19 RDSB
Lee, Roberts, Hoffman, & Angell, 2012 [94] PMP driving simulator MODT; TSKD; ROAD GL_num; GL_adur LATP; SPE_stat; TSK_perf; TSK_t 50 RDSB
Lee, Yoon, & Shin, 2015 [95] IVIS driving simulator MODT FIX_tot; FIX_adur; FIX_num SPE_ch; TSK_t; LATP 15 no information
Lee, Black, Lacherez, & Wood, 2016 [96] OTCOG; OTVIS video clips AGE; TYPT FIX_num; FIX_adur; SACC; VAR_hor; VAR_vert; TTFF; FIX_tot RET; TSK_perf 40 RDSB
Lehtonen, Lappi, & Summala, 2012 [97] OTCOG on-road ROAD; TYPT VAR_hor; GL_patt SPE_stat; TSK_perf 10 RDSB
Lehtonen, Lappi, Koskiahde, Mansikka, Hietamäki, & Summala, 2018 [98] OTVIS; OTIV; OTTE on-road LOCOV; LOCIV; TYPT FIX_num; FIX_adur STWH; SPE_stat 14 RDSB
Lemercier, Pêcher, Berthié, Valéry, Vidal, Paubel, Cour, Fort, Galéra, Gabaude, Lagarde, & Maury, 2014 [99] OTCOG driving simulator TYPT; OTHR PUP_size; VAR_hor SPE_stat; LATP; WRKL_s; TSK_perf 20 RDSB
Li, Zhu, Zhang, Wang, He, & Qu, 2018 [100] NAV_ptb; PHOTH driving simulator MODT GL_patt; VAR_hor; VAR_vert; GL_num; GL_adur STWH; SPE_ch 14 RDSB
Li, Markkula, Li, & Merat, 2018 [101] OTCOG driving simulator TSKD; ROAD VAR_hor LATP; STWH; SKC 27 HMGL
Li, Vaezipour, Rakotonirainy, & Demmel, 2019 [102] IVIS driving simulator TRCON; ROAD; MODT SACC; GL_tot; GL_adur; GL_num none 36 RDSB
Li, Merat, Zheng, Markkula, Li, & Wang, 2018 [103] OTCOG driving simulator TSKD VAR_hor LATP; STWH; TSK_perf 32 HMGL
Liang & Lee, 2010 [104] OTCOG; OTVIS driving simulator TYPT GL_adur; GL_num; BL_rate; VAR_hor; VAR_vert; SACC STWH; LATP; RET; HWTC 16 RDSB
Libby, Chaparro, & He, 2013 [105] PHCNV_h; PHTXT driving simulator TYPT FIX_num; TTFF; OTHR SPE_stat 20 no information
Ma, Xu, & Du, 2016 [106] IVIS driving simulator MODT FIX_tot; FIX_num; GL_patt TSK_perf; INC; RET; TSK_t 15 HMGL
Mackun & Zukowska, 2018 [107] ADSG on-road ROAD; AGE; TIME FIX_tot; GL_patt none 58 HMGL
Madleňák & Hudák, 2016 [108] ADSG on-road LOCOV; TYPT GL_num; FIX_adur; FIX_tot; FIX_over none 3 HMGL
McGough & Ma, 2015 [109] NAV_ptb; PHCNV_h driving simulator LOCIV; TYPT FIX_%t; PUP_size LATP; SPE_ch 20 HMGL
Metz, Schömig, & Krüger, 2011 [110] NAV_iv; OTCOG driving simulator HZRD; TYPT GZ_andev; FIX_adur; GL_%t TSK_perf; INC 40 RDSB
Nabatilan, Aghazadeh, Nimbarte, Harvey, & Chowdhury, 2012 [111] PHCNV_h; PHDIA_h driving simulator TRCON; DREXP; TYPT FIX_% INC; WRKL_s 38 HMGL
Najar & Sanjram, 2018 [112] OTCOG on-road LOCOV; TSKD FIX_adur; FIX_num; GL_num LATP; SPE_stat; INC 30 HMGL
Niezgoda, Tarnowski, Kruszewski, & Kamiński, 2015 [113] OTCOG driving simulator TYPT BL_rate; PUP_size; FIX_adur; VAR_hor; VAR_vert WRKL_s; TSK_perf; SPE_stat; STWH 46 HMGL
Oh, Ko, & Ji, 2016 [114] NAV_iv; IVPAR driving simulator AGE; TSKD; MODT GL_adur RET; TSK_perf 25 HMGL
Ouimet, Pradhan, Simons-Morton, Divekar, Mehranian, & Fisher, 2013 [115] PASS driving simulator OTPAR; OTHR; TYPT VAR_hor; GL_num INC; HWTC; OTHR 36 HMGL
Peng & Boyle, 2015 [116] IVIS driving simulator TRCON; OTPAR; TSKD; TYPT GL_max; GL_%t; GL_over none 28 RDSB
Perez, 2012 [117] IVIS; RADMS on-road TYPT GL_num; GL_adur; GL_tot; GL_patt; GL_%; GL_%t RET; TSK_perf 17 RDSB
Perlman, Samost, Domel, Mehler, Dobres, & Reimer, 2019 [118] OTCOG; PHDIA_h driving simulator MODT GL_num; GL_adur; GL_over; GL_tot; GL_%t; GL_max TSK_perf; TSK_t; HRT; SKC; WRKL_s; RET; LATP; SPE_stat; STWH 36 RDSB
Pradhan, Li, Bingham, Simons-Morton, Ouimet, & Shope, 2014 [119] PASS driving simulator OTHR; OTPAR GL_tot; VAR_hor; VAR_vert none 58 RDSB
Qin, Cui, Wang, Jia, & Hui, 2018 [120] ADSG driving simulator TYPT GL_tot; FIX_num; FIX_adur RET; LATP only the abstract was found no information
Rahimi, Briggs, & Thom, 1990 [121] ADSG; OTTE on-road TYPT; TRCON GL_num OTHR 1 HMGL
Recarte & Nunes, 2003 [30] OTCOG on-road TYPT; MODT PUP_size; VAR_hor; VAR_vert; GL_%; GZ_andev WRKL_s; TSK_perf; RET 12 HMGL
Recarte & Nunes, 2000 [31] OTCOG; OTVIS on-road ROAD; TYPT; TRCON PUP_size; FIX_adur; GL_patt; VAR_hor; SACC; GL_num SPE_stat 12 RDSB
Reimer, Mehler, & Donmez, 2014 [122] PHDIA_h driving simulator MODT; GEND; OTPAR GL_tot; GL_%t; GL_over TSK_t; LATP; TSK_perf; SPE_stat; WRKL_s 36 RDSB
Reimer, Mehler, Wang, & Coughlin, 2012 [123] OTCOG on-road AGE; TYPT GL_patt; VAR_hor; VAR_vert TSK_perf; RET; SPE_stat; STWH; SPE_ch 108 RDSB
Reimer, 2009 [124] OTCOG on-road TSKD GL_patt; VAR_hor; VAR_vert LATP; SPE_stat; TSK_perf 21 RDSB
Reyes & Lee, 2008 [125] IVIS; OTCOG driving simulator TSKD; HZRD FIX_adur; GL_patt; SACC; GZ_andev RET; TSK_perf; OTHR 12 RDSB
Sall, Wright, & Boot, 2014 [126] OTTE video clips HZRD; TYPT TTFF; SACC; OTHR none 15 RDSB
Savage, Potter, & Tatler, 2013 [127] OTCOG video clips TYPT FIX_adur; SACC; VAR_hor; VAR_vert; BL_rate; BL_dur RET; OTHR 17 RDSB
Schömig & Metz, 2013 [128] OTCOG; OTVIS driving simulator HZRD; ROAD; OTPAR GL_adur; GL_patt; GL_%; GL_tot TSK_perf; TSK_t; OTHR 15 RDSB
Schömig, Metz, & Krüger, 2011 [129] OTVIS driving simulator TYPT; HZRD FIX_%t; VAR_hor; VAR_vert TSK_perf; TSK_t; SPE_stat; LATP; OTHR; INC 24 RDSB
Smiley, Persaud, Bahar, Mollett, Lyon, Smahel, & Kelman, 2005 [130] ADSG on-road LOCOV; TYPT OTHR; GL_adur; GL_patt HWTC 16 HMGL
Smiley, Smahel, & Eizenman, 2004 [131] ADSG on-road ROAD; TYPT; HZRD GL_num; GL_patt; GL_adur; GZ_andev; OTHR HWTC 16 HMGL
Sodhi, Reimer, Cohen, Vastenburg, Kaars & Kirschenbaum, 2002 [22] RADMS; OTTE; IVPAR; PHDIA_h; PHDIA_hf on-road TYPT VAR_hor; VAR_vert; GL_adur none 24 HMGL
Sodhi, Reimer & Llamazares, 2002 [23] RADMS; OTTE; IVPAR; PHDIA_h; PHDIA_hf on-road TYPT GL_patt; GL_tot; GL_max; GL_num; GL_adur; SACC TSK_t 5 HMGL
Strayer, Drews & Johnston, 2003 [27] PHCNV_h driving simulator LOCOV; TYPT FIX_tot; OTHR TSK_perf; OTHR 20 RDSB
Strayer, Cooper & Drews, 2004 [132] PHCNV_hf; PHDIA_hf driving simulator LOCOV; HZRD; TYPT OTHR; FIX_tot; GL_patt TSK_perf; OTHR 32 RDSB
Tangmanee & Teeravarunyou, 2012 [133] NAV_iv driving simulator MODT; GEND; DREXP FIX_adur; FIX_tot; FIX_num RET 5 HMGL
Tijerina, Parmer & Goodman, 1999 [134] RADMS; NAV_ptb; NAV_iv; PHDIA_h on-road MODT; TYPT GL_adur; GL_num TSK_t; LATP 16 RDSB
Tivesten, & Dozza, 2014 [135] PHDIA_h; PHTXT on-road TRCON; TYPT; ROAD GL_%t; GL_max; GL_over; GL_num; GL_tot SPE_stat 198 overall RDSB
Topolšek, Areh, & Cvahte, 2016 [136] ADSG; OTTE on-road AGE; LOCOV GL_patt OTHR 17 HMGL
Victor, Harbluk, & Engström, 2005 [32] OTVIS; OTCOG both on-road and driving simulator TSKD; ROAD GL_adur; OTHR; GL_over; GL_num; GL_tot; GL_patt; VAR_hor; VAR_vert none 24 on-road, 95 simulator RDSB
Wang, Bao, Du, Ye, & Sayer, 2017 [137] PHCNV_h; PHTXT on-road TIME; TYPT SACC; GL_num; GL_adur none 19 RDSB; HMGL
Wang, Mehler, Reimer, Lammers, D’Ambrosio, & Coughlin, 2010 [138] IVIS; NAV_iv both on-road and driving simulator ROAD; MODT GL_%t; GL_num; GL_tot; GL_over LATP; RET; TSK_t; SPE_stat 58 RDSB
White & Caird, 2010 [139] PASS driving simulator GEND; HZRD; TYPT FIX_num TSK_perf; INC; SPE_stat; OTHR 40 HMGL
Wikman, Nieminen, & Summala, 1998 [36] RADMS; OTMAN; PHDIA_h on-road DREXP; GEND; TYPT; ROAD GL_patt; GL_adur; GL_over; GL_num LATP; TSK_t 47 RDSB
Wong & Huang, 2013 [140] OTTE on-road ROAD; TRCON; TYPT GL_patt; GL_adur; GL_tot; OTHR none no data, used the 100-car naturalistic glance data no information
Wood, Hartley, Furley, & Wilson, 2016 [141] OTCOG video clips OTPAR; TYPT TTFF; FIX_adur; PUP_size OTHR; TSK_perf 24 HMGL
Wright, Vitale, Boot & Charness, 2015 [142] OTTE video clips TIME; TSKD; AGE SACC; TTFF; OTHR none 34 RDSB
Wu, Zhu, Lu, & Zhu, 2016 [143] OTCOG; PHCNV_h driving simulator TYPT GL_patt; VAR_hor; VAR_vert; FIX_tot WRKL_s; RET 25 HMGL
Xian & Jin, 2015 [144] IVIS driving simulator TRCON; TSKD FIX_%t; FIX_num; FIX_max; FIX_adur; GZ_andev; PUP_size; SACC STWH; SPE_stat; LATP; TSK_t 18 RDSB
Yamani, Horrey, Liang, & Fisher, 2015 [145] IVPAR; OTMAN; RADMS driving simulator OTPAR; TYPT; TSKD GL_adur; GL_patt none 40 HMGL
Yang, McDonald, & Zheng, 2012 [146] OTVIS on-road TSKD GL_%t; BL_rate; SACC RET; TSK_perf; SPE_stat; LATP; STWH; WRKL_s 34 RDSB
Yang, Reimer, Mehler, Wong, & McDonald, 2012 [147] OTVIS; OTCOG on-road TYPT; TSKD GZ_andev WRKL_s; SPE_stat; LATP; HWTC 34 RDSB
Yang, Wong, & McDonald, 2015 [148] OTCOG on-road TSKD; GEND GZ_andev; BL_rate; GL_%t SPE_stat; HWTC; LATP; TSK_perf 34 RDSB
Yoshizawa, & Iwasaki, 2017 [149] OTTE video clips HZRD; TYPT SACC RET 4 RDSB
Young, Lenné, Salmon, & Stanton, 2018 [150] PHTXT driving simulator HZRD; TYPT GL_%t; GL_adur; GL_num RET; LATP; SPE_stat; TSK_perf 28 RDSB
Young, Mahfoud, Stanton, Salmon, Jenkins, & Walker, 2009 [151] ADSG driving simulator ROAD; TYPT FIX_num; GL_adur LATP; HWTC; WRKL_s; TSK_perf 48 HMGL
Young, Mitsopoulos-Rubens, Rudin-Brown, & Lenné, 2012 [152] PMP driving simulator TSKD; HZRD GL_%t; GL_num; GL_adur; GL_over SPE_stat; LATP; HWTC; TSK_t; OTHR 20 RDSB
Zahabi, & Kaber, 2018 [153] IVIS driving simulator TYPT; MODT; HZRD GL_num; GL_max LATP; SPE_stat; RET; TSK_perf; WRKL_s; OTHR 20 RDSB
Zahabi, Machado, Lau, Deng, Pankok, Hummer, Rasdorf, & Kaber, 2017 [154] ADSG driving simulator AGE; TYPT; OTHR FIX_num; GL_max TSK_perf; SPE_stat; LATP; SPE_ch 60 RDSB
Zahabi, Pankok, Kaber, Machado, Lau, Hummer, & Rasdorf, 2017 [155] ADSG driving simulator AGE; ROAD; TYPT; OTHR GL_max TSK_perf 120 RDSB
Zahabi, Machado, Pankok, Lau, Liao, Hummer, Rasdorf, & Kaber, 2017 [156] ADSG driving simulator TYPT; AGE; OTHR FIX_num; GL_max TSK_perf; SPE_stat; LATP 60 RDSB
Zhang, Reimer, Mehler, Dobres, Pala, Angell, & Ifushi, 2013 [157] NAV_ptb; PHOTH driving simulator TYPT GL_tot; GL_num; GL_over SPE_stat; TSK_t; WRKL_s 24 RDSB
Zhang, & Kontou, 2014 [158] OTTE on-road TIME; ROAD; TRCON; TYPT GL_patt SPE_stat 35 RDSB
Zhang, Harris, Rogers, Kaber, Hummer, Rasdorf, & Hu, 2013 [159] ADSG driving simulator TYPT; OTHR GL_max; GL_% TSK_perf; TSK_t; SPE_stat; LATP; INC; RET 24 HMGL
Zhang, Kaber, Rogers, Liang, & Gangakhedkar, 2014 [160] OTVIS; OTCOG; OTMAN driving simulator TYPT; OTHR GL_adur; GL_% TSK_perf; STWH; SPE_stat; TSK_t 20 HMGL
Zhang, Smith, & Witt, 2006 [161] OTVIS; OTCOG driving simulator ROAD; TSKD; LOCIV; TYPT GL_num; GL_adur; GL_tot; GL_%t; GZ_andev; OTHR RET; WRKL_s; TSK_perf; LATP; STWH 14 RDSB
Zhang, Zhang, Liu, & Guo, 2017 [162] ADSG on-road TIME; TYPT GL_patt; PUP_size; BL_rate LATP no information no information
Zhou & Itoh, 2015 [163] OTCOG; IVIS driving simulator MODT; TYPT GL_num HWTC 18 RDSB
Zhou, Itoh, & Inagaki, 2008 [164] OTCOG driving simulator TYPT GL_num; GL_patt STWH; SPE_stat; SPE_ch; WRKL_s 8 RDSB
Zhou, Itoh, & Inagaki, 2009 [165] OTCOG driving simulator TYPT FIX_num HWTC; WRKL_s; LATP 17 RDSB