Preferred level of vehicle automation: How technology adoption, knowledge, and personality affect automation preference in Türkiye and Sweden

The acceptance of automated vehicles and advanced vehicle technologies by users is subject to different human factors variables. Personality, technology adoption, and prior previous knowledge about the systems have been significant determinants of people's attitudes toward new technologies acro...

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Published inCogent psychology Vol. 11; no. 1
Main Authors Öztürk, İbrahim, Wallén Warner, Henriette, Özkan, Türker
Format Journal Article
LanguageEnglish
Published Abingdon Cogent 31.12.2024
Taylor & Francis Ltd
Taylor & Francis Group
Subjects
Online AccessGet full text
ISSN2331-1908
2331-1908
DOI10.1080/23311908.2024.2314840

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Abstract The acceptance of automated vehicles and advanced vehicle technologies by users is subject to different human factors variables. Personality, technology adoption, and prior previous knowledge about the systems have been significant determinants of people's attitudes toward new technologies across different settings. The present study examined the effects of technology adoption, knowledge of vehicle automation, and personality on the preferred level of vehicle automation in Türkiye and Sweden. The study was conducted with 297 drivers from Türkiye (age: M = 22.47, SD = 2.83) and 332 drivers from Sweden (age: M = 30.06, SD = 10.48). Participants completed a questionnaire regarding technology adoption, knowledge and preference of vehicle automation, and the Basic Personality Traits Inventory (BPTI). The findings indicated that high technology adoption was associated with preferring higher levels of automation. Furthermore, drivers from Türkiye, in comparison to drivers from Sweden, and drivers with previous knowledge of high or full automation, compared to those who have not heard of these systems in the two countries, expressed a preference toward higher levels of automation. High extraversion and openness to change were associated with high technology adoption, leading to preferring vehicles with higher levels of automation. Overall, the results indicated that drivers' knowledge of automated vehicles and general traits, such as personality and technology adoption, play a role in vehicle preference. The study analyzed the factors that affect user acceptance of automated vehicles and offered insights into their interrelationships across two countries with differing levels of road safety.
AbstractList The acceptance of automated vehicles and advanced vehicle technologies by users is subject to different human factors variables. Personality, technology adoption, and prior previous knowledge about the systems have been significant determinants of people's attitudes toward new technologies across different settings. The present study examined the effects of technology adoption, knowledge of vehicle automation, and personality on the preferred level of vehicle automation in Türkiye and Sweden. The study was conducted with 297 drivers from Türkiye (age: M = 22.47, SD = 2.83) and 332 drivers from Sweden (age: M = 30.06, SD = 10.48). Participants completed a questionnaire regarding technology adoption, knowledge and preference of vehicle automation, and the Basic Personality Traits Inventory (BPTI). The findings indicated that high technology adoption was associated with preferring higher levels of automation. Furthermore, drivers from Türkiye, in comparison to drivers from Sweden, and drivers with previous knowledge of high or full automation, compared to those who have not heard of these systems in the two countries, expressed a preference toward higher levels of automation. High extraversion and openness to change were associated with high technology adoption, leading to preferring vehicles with higher levels of automation. Overall, the results indicated that drivers' knowledge of automated vehicles and general traits, such as personality and technology adoption, play a role in vehicle preference. The study analyzed the factors that affect user acceptance of automated vehicles and offered insights into their interrelationships across two countries with differing levels of road safety.
The acceptance of automated vehicles and advanced vehicle technologies by users is subject to different human factors variables. Personality, technology adoption, and prior previous knowledge about the systems have been significant determinants of people’s attitudes toward new technologies across different settings. The present study examined the effects of technology adoption, knowledge of vehicle automation, and personality on the preferred level of vehicle automation in Türkiye and Sweden. The study was conducted with 297 drivers from Türkiye (age: M = 22.47, SD = 2.83) and 332 drivers from Sweden (age: M = 30.06, SD = 10.48). Participants completed a questionnaire regarding technology adoption, knowledge and preference of vehicle automation, and the Basic Personality Traits Inventory (BPTI). The findings indicated that high technology adoption was associated with preferring higher levels of automation. Furthermore, drivers from Türkiye, in comparison to drivers from Sweden, and drivers with previous knowledge of high or full automation, compared to those who have not heard of these systems in the two countries, expressed a preference toward higher levels of automation. High extraversion and openness to change were associated with high technology adoption, leading to preferring vehicles with higher levels of automation.
Author Öztürk, İbrahim
Wallén Warner, Henriette
Özkan, Türker
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Cites_doi 10.1002/asi.20169
10.1016/j.trf.2018.02.036
10.1016/j.tra.2019.08.002
10.1016/j.jesp.2015.07.006
10.1016/j.trf.2021.09.011
10.1016/j.trpro.2015.01.002
10.1080/10447318.2020.1860518
10.1016/j.trf.2018.02.029
10.1145/2662253
10.1016/j.tra.2022.09.015
10.1016/j.trf.2018.11.010
10.1016/j.trf.2021.08.002
10.1016/j.trc.2020.01.027
10.1016/j.iatssr.2021.11.001
10.3389/fpsyg.2018.02589
10.1007/978-3-319-68059-0
10.1016/j.trd.2018.12.001
10.1016/j.trf.2020.10.011
10.1080/00221309.2012.686932
10.1080/14640749408401131
10.1016/j.ijtst.2022.03.006
10.1155/2021/6632185
10.3389/fpsyg.2019.02917
10.1080/10447318.2018.1561791
10.1109/ICSSIT55814.2023.10061032
10.1155/2023/8953109
10.1016/j.trf.2014.04.009
10.1016/j.tra.2020.01.022
10.1016/j.trf.2018.08.010
10.1016/j.trf.2022.06.014
10.1016/j.tra.2021.11.006
10.4135/9781849200479.n9
10.1145/3411764.3445609
10.1007/s11116-020-10143-7
10.1016/j.trd.2019.01.014
10.1146/annurev.psych.58.110405.085542
10.1002/per.2410090402
10.1177/03611981221109593
10.1016/j.trf.2018.12.014
10.13140/RG.2.2.16515.20006
10.1007/s11135-005-8081-8
10.1016/j.tra.2015.12.001
10.1016/j.aap.2011.11.012
10.1155/2022/8053228
10.1177/0018720820922653
10.1016/j.trf.2018.05.012
10.1080/1463922X.2019.1621406
10.1007/s43681-021-00041-8
10.1016/j.trf.2016.10.013
10.1016/j.trf.2015.04.014
10.1007/s11116-021-10211-6
10.1080/23311916.2022.2156063
10.1177/107118131963142
10.1007/s42154-019-00086-w
10.3390/mti5080043
10.1016/j.tranpol.2018.04.002
10.1111/j.1751-5823.2010.00112.x
10.1037/met0000014
10.1016/j.neulet.2021.136103
10.1016/j.techfore.2019.02.010
10.1016/j.trc.2016.01.019
10.1016/j.ijtst.2017.07.008
10.1016/j.trf.2011.04.006
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References e_1_3_5_29_1
e_1_3_5_27_1
e_1_3_5_23_1
e_1_3_5_44_1
e_1_3_5_67_1
e_1_3_5_46_1
e_1_3_5_69_1
e_1_3_5_48_1
e_1_3_5_3_1
Costa P. T. (e_1_3_5_12_1) 1992
e_1_3_5_40_1
e_1_3_5_63_1
e_1_3_5_42_1
e_1_3_5_65_1
e_1_3_5_9_1
e_1_3_5_21_1
e_1_3_5_5_1
e_1_3_5_7_1
e_1_3_5_18_1
e_1_3_5_39_1
e_1_3_5_16_1
e_1_3_5_37_1
e_1_3_5_14_1
e_1_3_5_35_1
e_1_3_5_33_1
e_1_3_5_56_1
e_1_3_5_58_1
e_1_3_5_50_1
e_1_3_5_71_1
e_1_3_5_52_1
e_1_3_5_73_1
Tabachnick B. G. (e_1_3_5_61_1) 2013
e_1_3_5_10_1
e_1_3_5_31_1
e_1_3_5_28_1
e_1_3_5_26_1
e_1_3_5_24_1
e_1_3_5_22_1
Rogers E. M. (e_1_3_5_54_1) 2003
e_1_3_5_45_1
e_1_3_5_66_1
e_1_3_5_47_1
e_1_3_5_68_1
e_1_3_5_49_1
e_1_3_5_2_1
Hayes A. F. (e_1_3_5_25_1) 2018
e_1_3_5_60_1
e_1_3_5_41_1
e_1_3_5_62_1
e_1_3_5_43_1
e_1_3_5_64_1
e_1_3_5_8_1
e_1_3_5_20_1
e_1_3_5_4_1
e_1_3_5_6_1
e_1_3_5_17_1
e_1_3_5_38_1
e_1_3_5_15_1
e_1_3_5_13_1
e_1_3_5_36_1
e_1_3_5_34_1
e_1_3_5_55_1
Chikodili N. B. (e_1_3_5_11_1) 2020
e_1_3_5_57_1
e_1_3_5_59_1
e_1_3_5_19_1
e_1_3_5_70_1
e_1_3_5_72_1
e_1_3_5_51_1
e_1_3_5_53_1
e_1_3_5_32_1
e_1_3_5_30_1
References_xml – ident: e_1_3_5_65_1
  doi: 10.1002/asi.20169
– ident: e_1_3_5_6_1
  doi: 10.1016/j.trf.2018.02.036
– ident: e_1_3_5_14_1
  doi: 10.1016/j.tra.2019.08.002
– ident: e_1_3_5_72_1
– ident: e_1_3_5_47_1
– ident: e_1_3_5_15_1
  doi: 10.1016/j.jesp.2015.07.006
– ident: e_1_3_5_71_1
  doi: 10.1016/j.trf.2021.09.011
– ident: e_1_3_5_2_1
  doi: 10.1016/j.trpro.2015.01.002
– ident: e_1_3_5_17_1
  doi: 10.1080/10447318.2020.1860518
– ident: e_1_3_5_55_1
  doi: 10.1016/j.trf.2018.02.029
– ident: e_1_3_5_27_1
  doi: 10.1145/2662253
– ident: e_1_3_5_69_1
  doi: 10.1016/j.tra.2022.09.015
– ident: e_1_3_5_38_1
– ident: e_1_3_5_7_1
  doi: 10.1016/j.trf.2018.11.010
– ident: e_1_3_5_67_1
  doi: 10.1016/j.trf.2021.08.002
– ident: e_1_3_5_73_1
  doi: 10.1016/j.trc.2020.01.027
– ident: e_1_3_5_49_1
  doi: 10.1016/j.iatssr.2021.11.001
– ident: e_1_3_5_10_1
  doi: 10.3389/fpsyg.2018.02589
– ident: e_1_3_5_19_1
  doi: 10.1007/978-3-319-68059-0
– ident: e_1_3_5_23_1
  doi: 10.1016/j.trd.2018.12.001
– ident: e_1_3_5_40_1
  doi: 10.1016/j.trf.2020.10.011
– ident: e_1_3_5_22_1
  doi: 10.1080/00221309.2012.686932
– ident: e_1_3_5_64_1
  doi: 10.1080/14640749408401131
– ident: e_1_3_5_70_1
  doi: 10.1016/j.ijtst.2022.03.006
– ident: e_1_3_5_53_1
  doi: 10.1155/2021/6632185
– start-page: 497
  volume-title: Using multivariate statistics
  year: 2013
  ident: e_1_3_5_61_1
– ident: e_1_3_5_29_1
  doi: 10.3389/fpsyg.2019.02917
– ident: e_1_3_5_35_1
  doi: 10.1080/10447318.2018.1561791
– ident: e_1_3_5_45_1
  doi: 10.1109/ICSSIT55814.2023.10061032
– ident: e_1_3_5_59_1
  doi: 10.1155/2023/8953109
– ident: e_1_3_5_50_1
  doi: 10.1016/j.trf.2014.04.009
– ident: e_1_3_5_21_1
  doi: 10.1016/j.tra.2020.01.022
– ident: e_1_3_5_37_1
  doi: 10.1016/j.trf.2018.08.010
– ident: e_1_3_5_32_1
  doi: 10.1016/j.trf.2022.06.014
– ident: e_1_3_5_62_1
  doi: 10.1016/j.tra.2021.11.006
– ident: e_1_3_5_13_1
  doi: 10.4135/9781849200479.n9
– ident: e_1_3_5_56_1
  doi: 10.1145/3411764.3445609
– ident: e_1_3_5_52_1
  doi: 10.1007/s11116-020-10143-7
– ident: e_1_3_5_60_1
  doi: 10.1016/j.trd.2019.01.014
– ident: e_1_3_5_36_1
  doi: 10.1146/annurev.psych.58.110405.085542
– ident: e_1_3_5_39_1
  doi: 10.1002/per.2410090402
– volume-title: Revised NEO personality inventory (NEO PI-R) and the NEO Five-Factor Inventory (NEO-FFI) professional manual.
  year: 1992
  ident: e_1_3_5_12_1
– ident: e_1_3_5_48_1
  doi: 10.1177/03611981221109593
– ident: e_1_3_5_58_1
  doi: 10.1016/j.trf.2018.12.014
– volume-title: Diffusion of innovations
  year: 2003
  ident: e_1_3_5_54_1
– ident: e_1_3_5_46_1
  doi: 10.13140/RG.2.2.16515.20006
– ident: e_1_3_5_63_1
  doi: 10.1007/s11135-005-8081-8
– ident: e_1_3_5_66_1
  doi: 10.1016/j.tra.2015.12.001
– ident: e_1_3_5_16_1
  doi: 10.1016/j.aap.2011.11.012
– ident: e_1_3_5_42_1
  doi: 10.1155/2022/8053228
– ident: e_1_3_5_28_1
  doi: 10.1177/0018720820922653
– ident: e_1_3_5_20_1
– ident: e_1_3_5_24_1
  doi: 10.1016/j.trf.2018.05.012
– ident: e_1_3_5_41_1
  doi: 10.1080/1463922X.2019.1621406
– ident: e_1_3_5_43_1
  doi: 10.1007/s43681-021-00041-8
– ident: e_1_3_5_26_1
  doi: 10.1016/j.trf.2016.10.013
– ident: e_1_3_5_30_1
  doi: 10.1016/j.trf.2015.04.014
– ident: e_1_3_5_33_1
  doi: 10.1007/s11116-021-10211-6
– ident: e_1_3_5_44_1
  doi: 10.1080/23311916.2022.2156063
– ident: e_1_3_5_31_1
  doi: 10.1177/107118131963142
– ident: e_1_3_5_34_1
  doi: 10.1007/s42154-019-00086-w
– ident: e_1_3_5_57_1
  doi: 10.3390/mti5080043
– ident: e_1_3_5_3_1
  doi: 10.1016/j.tranpol.2018.04.002
– ident: e_1_3_5_8_1
  doi: 10.1111/j.1751-5823.2010.00112.x
– ident: e_1_3_5_4_1
  doi: 10.1037/met0000014
– ident: e_1_3_5_18_1
  doi: 10.1016/j.neulet.2021.136103
– ident: e_1_3_5_51_1
  doi: 10.1016/j.techfore.2019.02.010
– volume-title: Introduction to mediation, moderation, and conditional process analysis: A regression-based approach
  year: 2018
  ident: e_1_3_5_25_1
– ident: e_1_3_5_5_1
  doi: 10.1016/j.trc.2016.01.019
– ident: e_1_3_5_9_1
  doi: 10.1016/j.ijtst.2017.07.008
– start-page: 259
  volume-title: International Conference on Information and Communication Technology and Applications
  year: 2020
  ident: e_1_3_5_11_1
– ident: e_1_3_5_68_1
  doi: 10.1016/j.trf.2011.04.006
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Snippet The acceptance of automated vehicles and advanced vehicle technologies by users is subject to different human factors variables. Personality, technology...
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SubjectTerms Applied Social Psychology
Automated driving
Automation
Daryl O'Connor, University of Leeds, United Kingdom
Ergonomics & Human Factors
Knowledge
Personality
Technology adoption
vehicle automation
vehicle knowledge
Vehicles
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Title Preferred level of vehicle automation: How technology adoption, knowledge, and personality affect automation preference in Türkiye and Sweden
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