{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T05:53:11Z","timestamp":1781675591311,"version":"3.54.5"},"reference-count":83,"publisher":"Elsevier BV","issue":"8","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T00:00:00Z","timestamp":1565049600000},"content-version":"vor","delay-in-days":5,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["cell.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Heliyon"],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1016\/j.heliyon.2019.e02259","type":"journal-article","created":{"date-parts":[[2019,8,8]],"date-time":"2019-08-08T08:13:01Z","timestamp":1565251981000},"page":"e02259","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":21,"title":["Trait driving anger and driving styles among Colombian professional drivers"],"prefix":"10.1016","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5099-4627","authenticated-orcid":false,"given":"Sergio A.","family":"Useche","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6904-7339","authenticated-orcid":false,"given":"Boris","family":"Cendales","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9482-8874","authenticated-orcid":false,"given":"Francisco","family":"Alonso","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0169-4705","authenticated-orcid":false,"given":"Luis","family":"Montoro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0805-4834","authenticated-orcid":false,"given":"Juan C.","family":"Pastor","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib1","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1080\/14639220903023376","article-title":"The manchester driver behaviour questionnaire as a predictor of road traffic accidents","volume":"12","author":"Af W\u00e5hlberg","year":"2011","journal-title":"Theor. Issues Ergon. Sci."},{"key":"10.1016\/j.heliyon.2019.e02259_bib2","article-title":"Mortality in Colombia traffic accidents. Comparative study with other countries","volume":"92","author":"Alarc\u00f3n","year":"2018","journal-title":"Rev. Esp. Salud Publica"},{"key":"10.1016\/j.heliyon.2019.e02259_bib3","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1016\/j.aap.2012.06.029","article-title":"Driving anger, emotional and instrumental aggressiveness, and impulsiveness in the prediction of aggressive and transgressive driving","volume":"50","author":"Berdoulat","year":"2013","journal-title":"Accid. Anal. Prev."},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib4","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1016\/j.trf.2016.05.009","article-title":"A\u00a0meta-analysis of the association between anger and aggressive driving","volume":"42","author":"Bogdan","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib5","series-title":"Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming","author":"Byrne","year":"2006"},{"key":"10.1016\/j.heliyon.2019.e02259_bib6","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/j.aap.2013.06.010","article-title":"Road safety issues for bus transport management","volume":"60","author":"Cafiso","year":"2013","journal-title":"Accid. Anal. Prev."},{"issue":"4","key":"10.1016\/j.heliyon.2019.e02259_bib7","first-page":"431","article-title":"Aggressive behavior while driving as predictor of self-reported car crashes","volume":"33","author":"Chliaoutakis","year":"2002","journal-title":"J.\u00a0Saf. Res."},{"issue":"5","key":"10.1016\/j.heliyon.2019.e02259_bib8","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1016\/j.paid.2006.03.016","article-title":"The Big Five factors, sensation seeking, and driving anger in the prediction of unsafe driving","volume":"41","author":"Dahlen","year":"2006","journal-title":"Personal. Individ. Differ."},{"issue":"8","key":"10.1016\/j.heliyon.2019.e02259_bib9","doi-asserted-by":"crossref","first-page":"1321","DOI":"10.1016\/S0191-8869(00)00226-9","article-title":"Driving anger: correlates and a test of state-trait theory","volume":"31","author":"Deffenbacher","year":"2001","journal-title":"Personal. Individ. Differ."},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib10","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1016\/j.trf.2015.10.021","article-title":"Driving anger as a psychological construct: twenty years of research using the Driving Anger Scale","volume":"42","author":"Deffenbacher","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib11","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/j.trf.2015.10.024","article-title":"A\u00a0review of interventions for the reduction of driving anger","volume":"42","author":"Deffenbacher","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib12","doi-asserted-by":"crossref","first-page":"83","DOI":"10.2466\/pr0.1994.74.1.83","article-title":"Development of a driving anger scale","volume":"74","author":"Deffenbacher","year":"1994","journal-title":"Psychol. Rep."},{"issue":"3","key":"10.1016\/j.heliyon.2019.e02259_bib13","first-page":"996","article-title":"Psychometric properties of the brief version of the Driving Anger Scale (DAS) in Spanish language: differences by age, gender and traffic violations","volume":"28","author":"Egea-Caparr\u00f3s","year":"2012","journal-title":"An. Psicolog."},{"key":"10.1016\/j.heliyon.2019.e02259_bib14","series-title":"Culture and Well-Being","first-page":"169","article-title":"Norms for experiencing emotions in different cultures: inter-and intranational differences","author":"Eid","year":"2009"},{"key":"10.1016\/j.heliyon.2019.e02259_bib15","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.ssci.2018.02.019","article-title":"Driving anger in Argentina","volume":"105","author":"Escan\u00e9s","year":"2018","journal-title":"Saf. Sci."},{"issue":"8","key":"10.1016\/j.heliyon.2019.e02259_bib16","doi-asserted-by":"crossref","first-page":"1501","DOI":"10.2105\/AJPH.2014.301922","article-title":"Traffic fatality reductions: United States compared with 25 other countries","volume":"104","author":"Evans","year":"2014","journal-title":"Am. J. Public Health"},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib17","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.trf.2016.09.023","article-title":"Driving anger in China: a case study on professional drivers","volume":"42","author":"Feng","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib18","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","article-title":"Evaluating structural equation models with unobservable variables and measurement error","volume":"18","author":"Fornell","year":"1981","journal-title":"J.\u00a0Mark. Res."},{"key":"10.1016\/j.heliyon.2019.e02259_bib19","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.trf.2015.07.008","article-title":"Psychometric adaptation of the driving anger expression inventory in a Chinese sample","volume":"33","author":"Ge","year":"2015","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib20","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1186\/1756-0500-4-535","article-title":"Risky driving behaviors for road traffic accident among drivers in Mekele city, Northern Ethiopia","volume":"4","author":"Hassen","year":"2011","journal-title":"BMC Res. Notes"},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib21","first-page":"544","article-title":"Adaptaci\u00f3n psicom\u00e9trica de la versi\u00f3n reducida del Driving Anger Scale en una muestra espa\u00f1ola. Diferencias por edad y sexo [Psychometric adaptation of the reduced version of Driving Anger Scale in a Spanish sample. Differences by age and gender]","volume":"27","author":"Herrero-Fern\u00e1ndez","year":"2011","journal-title":"An. Psicolog."},{"key":"10.1016\/j.heliyon.2019.e02259_bib22","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.trf.2013.09.008","article-title":"Do people change behind the wheel? A comparison of anger and aggression on and off the road","volume":"21","author":"Herrero-Fern\u00e1ndez","year":"2013","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib23","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.trf.2015.12.015","article-title":"Psychophysiological, subjective and behavioral differences between high and low anger drivers in a simulation task","volume":"42","author":"Herrero-Fern\u00e1ndez","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib24","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.trf.2015.10.001","article-title":"The Romanian version of the multidimensional driving style inventory: psychometric properties and cultural specificities","volume":"35","author":"Holman","year":"2015","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib25","doi-asserted-by":"crossref","first-page":"4384","DOI":"10.1016\/j.trpro.2016.05.360","article-title":"Aggressive behaviour in road traffic - findings from Austria","volume":"14","author":"Kaiser","year":"2016","journal-title":"Transport. Res. Proc."},{"key":"10.1016\/j.heliyon.2019.e02259_bib26","series-title":"Principles and Practice of Structural Equation Modeling","author":"Kline","year":"2015"},{"issue":"5","key":"10.1016\/j.heliyon.2019.e02259_bib27","doi-asserted-by":"crossref","first-page":"913","DOI":"10.1016\/j.aap.2006.03.002","article-title":"Patterns of driver stress and coping strategies in a Greek sample and their relationship to aberrant behaviors and traffic accidents","volume":"38","author":"Kontogiannis","year":"2006","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib28","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/j.aap.2013.10.017","article-title":"Forgivingness, anger, and hostility in aggressive driving","volume":"62","author":"Kov\u00e1csov\u00e1","year":"2014","journal-title":"Accid. Anal. Prev."},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib29","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/S0001-4575(00)00039-7","article-title":"Are aggressive people aggressive drivers? A study of the relationship between self-reported general aggressiveness, driver anger and aggressive driving","volume":"33","author":"Lajunen","year":"2001","journal-title":"Accid. Anal. Prev."},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib30","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/S1369-8478(98)00009-6","article-title":"Dimensions of driver anger, aggressive and highway code violations and their mediation by safety orientation in UK drivers","volume":"1","author":"Lajunen","year":"1998","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"3","key":"10.1016\/j.heliyon.2019.e02259_bib31","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/S0301-0511(00)00085-5","article-title":"A\u00a0critical review of the psychophysiology of driver fatigue","volume":"55","author":"Lal","year":"2001","journal-title":"Biol. Psychol."},{"issue":"4","key":"10.1016\/j.heliyon.2019.e02259_bib32","doi-asserted-by":"crossref","first-page":"352","DOI":"10.1037\/0003-066X.46.4.352","article-title":"Cognition and motivation in emotion","volume":"46","author":"Lazarus","year":"1991","journal-title":"Am. Psychol."},{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib81","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1037\/0022-3514.81.1.146","article-title":"Fear, anger, and risk","volume":"81","author":"Lerner","year":"2001","journal-title":"J. Pers. Soc. Psychol."},{"key":"10.1016\/j.heliyon.2019.e02259_bib33","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.paid.2014.04.018","article-title":"Driving anger in China: psychometric properties of the Driving Anger Scale (DAS) and its relationship with aggressive driving","volume":"68","author":"Li","year":"2014","journal-title":"Personal. Individ. Differ."},{"key":"10.1016\/j.heliyon.2019.e02259_bib83","series-title":"Handbook of Affective Science","first-page":"619","article-title":"The role of affect in decision making","author":"Loewenstein","year":"2003"},{"key":"10.1016\/j.heliyon.2019.e02259_bib34","first-page":"65","article-title":"Focusing on appraisals: how and why anger and fear influence driving risk perception","volume":"45","author":"Lu","year":"2013","journal-title":"J.\u00a0Saf. Res."},{"issue":"Supplement C","key":"10.1016\/j.heliyon.2019.e02259_bib35","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.aap.2015.03.034","article-title":"Crash risk and aberrant driving behaviors among bus drivers: the role of personality and attitudes towards traffic safety","volume":"79","author":"Mallia","year":"2015","journal-title":"Accid. Anal. Prev."},{"issue":"11","key":"10.1016\/j.heliyon.2019.e02259_bib36","doi-asserted-by":"crossref","first-page":"1467","DOI":"10.1016\/j.brat.2004.11.004","article-title":"Psychiatric and behavioral problems in aggressive drivers","volume":"43","author":"Malta","year":"2005","journal-title":"Behav. Res. Ther."},{"key":"10.1016\/j.heliyon.2019.e02259_bib37","series-title":"Stress, Workload and Fatigue","article-title":"A\u00a0transactional model of driver stress","author":"Matthews","year":"2001"},{"issue":"3","key":"10.1016\/j.heliyon.2019.e02259_bib38","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/j.trf.2008.11.005","article-title":"Driver fatigue: the importance of identifying causal factors of fatigue when considering detection and countermeasure technologies","volume":"12","author":"May","year":"2009","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"6","key":"10.1016\/j.heliyon.2019.e02259_bib39","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1016\/j.trf.2007.05.001","article-title":"Frequency, determinants, and consequences of different drivers\u2019 emotions: an on-the-road study using self-reports, (observed) behaviour, and physiology","volume":"10","author":"Mesken","year":"2007","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib40","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1016\/j.aap.2009.09.024","article-title":"Driving styles among young novice drivers--the contribution of parental driving styles and personal characteristics","volume":"42","author":"Miller","year":"2010","journal-title":"Accid. Anal. Prev."},{"issue":"5","key":"10.1016\/j.heliyon.2019.e02259_bib41","doi-asserted-by":"crossref","first-page":"1661","DOI":"10.1016\/j.aap.2008.05.007","article-title":"Forgiveness and consideration of future consequences in aggressive driving","volume":"40","author":"Moore","year":"2008","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib42","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.ssci.2013.08.001","article-title":"Safety management for heavy vehicle transport: a review of the literature","volume":"62","author":"Mooren","year":"2014","journal-title":"Saf. Sci."},{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib43","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1136\/ip.2006.013342","article-title":"Attitudes associated with behavioral predictors of serious road traffic crashes: results from the GAZEL cohort","volume":"13","author":"Nabi","year":"2007","journal-title":"Inj. Prev."},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib44","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/j.avb.2006.09.003","article-title":"A\u00a0quantitative review of the relationship between anger and aggressive driving","volume":"12","author":"Nesbit","year":"2007","journal-title":"Aggress. Violent Behav."},{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib45","first-page":"157","article-title":"Descriptive and explanatory components of road accident rate in Colombia: influence of the human factor","volume":"56","author":"Norza-C\u00e9spedes","year":"2014","journal-title":"Revista Criminalidad"},{"issue":"3","key":"10.1016\/j.heliyon.2019.e02259_bib46","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1136\/jech.2009.094029","article-title":"Road safety in the political agenda: the impact on road traffic injuries","volume":"65","author":"Novoa","year":"2011","journal-title":"J.\u00a0Epidemiol. Commun. Health"},{"key":"10.1016\/j.heliyon.2019.e02259_bib47","series-title":"Psychometric Theory 3E","author":"Nunnally","year":"1994"},{"key":"10.1016\/j.heliyon.2019.e02259_bib49","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/j.aap.2018.07.021","article-title":"Which drivers are at risk? Factors that determine the profile of the reoffender driver","volume":"119","author":"Padilla","year":"2018","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib50","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.trf.2012.10.003","article-title":"Reliability and validity of a Spanish-language version of the multidimensional driving style inventory","volume":"17","author":"Po\u00f3","year":"2013","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"4","key":"10.1016\/j.heliyon.2019.e02259_bib51","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1080\/15389588.2012.717729","article-title":"A\u00a0study on the relationship between personality and driving styles","volume":"14","author":"Po\u00f3","year":"2013","journal-title":"Traffic Inj. Prev."},{"issue":"12","key":"10.1016\/j.heliyon.2019.e02259_bib82","doi-asserted-by":"crossref","first-page":"1280","DOI":"10.1177\/01461672962212008","article-title":"Mediating effects of blame attributions on feelings of anger","volume":"22","author":"Quigley","year":"1996","journal-title":"Per. Soc. Psychol. Bull."},{"key":"10.1016\/j.heliyon.2019.e02259_bib52","first-page":"47","article-title":"Introducing a multivariate model for predicting driving performance: the role of driving anger and personal characteristics","volume":"47","author":"Roidl","year":"2013","journal-title":"J.\u00a0Saf. Res."},{"key":"10.1016\/j.heliyon.2019.e02259_bib53","series-title":"Appraisal Processes in Emotion: Theory, Methods, Research","article-title":"Appraisal theory: overview, assumptions, varieties, controversies","author":"Roseman","year":"2001"},{"issue":"4","key":"10.1016\/j.heliyon.2019.e02259_bib54","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1177\/0020764011431547","article-title":"Road rage: an exploratory study on aggressive driving experience on Indian roads","volume":"59","author":"Sagar","year":"2013","journal-title":"Int. J. Soc. Psychiatry"},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib55","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1016\/j.trf.2016.02.009","article-title":"Driving Anger Scale: how reliable are subscale scores? A bifactor model analysis","volume":"42","author":"S\u00e2rbescu","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"6","key":"10.1016\/j.heliyon.2019.e02259_bib84","doi-asserted-by":"crossref","first-page":"323","DOI":"10.3200\/JOER.99.6.323-338","article-title":"Reporting Structural Equation Modeling and Confirmatory Factor Analysis Results: A Review","volume":"99","author":"Schreiber","year":"2006","journal-title":"J. Edu. Res."},{"issue":"Pt A","key":"10.1016\/j.heliyon.2019.e02259_bib56","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.aap.2016.11.001","article-title":"Young driver risky behaviour and predictors of crash risk in Australia, New Zealand and Colombia: same but different?","volume":"99","author":"Scott-Parker","year":"2017","journal-title":"Accid. Anal. Prev."},{"issue":"2","key":"10.1016\/j.heliyon.2019.e02259_bib57","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/S1369-8478(99)00002-9","article-title":"Aggressive driving: the contribution of the drivers and the situation","volume":"1","author":"Shinar","year":"1998","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib58","article-title":"Assessment of anger: the state-trait anger scale","volume":"2","author":"Spielberger","year":"1983"},{"key":"10.1016\/j.heliyon.2019.e02259_bib59","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.aap.2015.11.017","article-title":"Driving anger in Ukraine: appraisals, not trait driving anger, predict anger intensity while driving","volume":"88","author":"Stephens","year":"2016","journal-title":"Accid. Anal. Prev."},{"issue":"3","key":"10.1016\/j.heliyon.2019.e02259_bib60","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.trf.2005.10.003","article-title":"Anger amongst New Zealand drivers","volume":"9","author":"Sullman","year":"2006","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib61","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1016\/j.aap.2013.05.002","article-title":"A\u00a0comparison of the driving anger scale and the propensity for angry driving scale","volume":"58","author":"Sullman","year":"2013","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib62","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.aap.2014.04.019","article-title":"Driving anger in Malaysia","volume":"71","author":"Sullman","year":"2014","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib63","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1016\/j.trf.2015.01.006","article-title":"Anger, aggression and road rage behaviour in Malaysian drivers","volume":"29","author":"Sullman","year":"2015","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"6","key":"10.1016\/j.heliyon.2019.e02259_bib64","doi-asserted-by":"crossref","first-page":"949","DOI":"10.1016\/S0001-4575(02)00103-3","article-title":"Personality and behavioral predictors of traffic accidents: testing a contextual mediated model","volume":"35","author":"S\u00fcmer","year":"2003","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib65","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.aap.2016.12.009","article-title":"The role of personality traits and driving experience in self-reported risky driving behaviors and accident risk among Chinese drivers","volume":"99","author":"Tao","year":"2017","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib66","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.aap.2013.02.001","article-title":"Family climate for road safety: a new concept and measure","volume":"54","author":"Taubman-Ben-Ari","year":"2013","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib67","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.aap.2016.04.038","article-title":"The multidimensional driving style inventory a decade later: review of the literature and re-evaluation of the scale","volume":"93","author":"Taubman-Ben-Ari","year":"2016","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib68","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1016\/j.aap.2011.08.007","article-title":"Driving styles and their association with personality and motivation","volume":"45","author":"Taubman-Ben-Ari","year":"2012","journal-title":"Accid. Anal. Prev."},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib69","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1016\/j.trf.2015.10.025","article-title":"The combined contribution of personality, family traits, and reckless driving intentions to young men\u2019s risky driving: what role does anger play?","volume":"42","author":"Taubman-Ben-Ari","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"key":"10.1016\/j.heliyon.2019.e02259_bib70","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/S0001-4575(03)00010-1","article-title":"The multidimensional driving style inventory-scale construct and validation","volume":"36","author":"Taubman-Ben-Ari","year":"2004","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib71","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.aap.2017.04.023","article-title":"Stress-related psychosocial factors at work, fatigue, and risky driving behavior in bus rapid transport (BRT) drivers","volume":"104","author":"Useche","year":"2017","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib72","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1016\/j.shaw.2018.01.003","article-title":"Working conditions, job strain and traffic safety among three groups of public transport drivers","volume":"9","author":"Useche","year":"2018","journal-title":"Safety and Health at Work"},{"issue":"5","key":"10.1016\/j.heliyon.2019.e02259_bib73","first-page":"417","article-title":"Driving anger and its expressions: further evidence of validity and reliability for the Driving Anger Expression Inventory French adaptation","volume":"41","author":"Villieux","year":"2010","journal-title":"J.\u00a0Saf. Res."},{"key":"10.1016\/j.heliyon.2019.e02259_bib74","series-title":"Global Status Report on Road Safety","author":"WHO","year":"2018"},{"key":"10.1016\/j.heliyon.2019.e02259_bib75","series-title":"Measurement in the Social Sciences","first-page":"270","article-title":"Quantifying unmeasured variables","author":"Werts","year":"1974"},{"issue":"Part 2","key":"10.1016\/j.heliyon.2019.e02259_bib76","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1016\/j.trf.2016.03.003","article-title":"Do driver anger and aggression contribute to the odds of a crash? A population-level analysis","volume":"42","author":"Wickens","year":"2016","journal-title":"Transp. Res. F Traffic Psychol. Behav."},{"issue":"1","key":"10.1016\/j.heliyon.2019.e02259_bib77","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1016\/j.ssci.2008.02.003","article-title":"Anger amongst Turkish drivers: driving Anger Scale and its adapted, long and short version","volume":"47","author":"Yasak","year":"2009","journal-title":"Saf. Sci."},{"key":"10.1016\/j.heliyon.2019.e02259_bib78","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.aap.2016.02.009","article-title":"The association between driving anger and driving outcomes: a meta-analysis of evidence from the past twenty years","volume":"90","author":"Zhang","year":"2016","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib79","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.aap.2015.05.005","article-title":"Dimensions of driving anger and their relationships with aberrant driving","volume":"81","author":"Zhang","year":"2015","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.heliyon.2019.e02259_bib80","doi-asserted-by":"crossref","first-page":"496","DOI":"10.1016\/j.trf.2018.05.011","article-title":"Driving anger and its relationship with aggressive driving among Chinese drivers","volume":"56","author":"Zhang","year":"2018","journal-title":"Transp. Res. F Traffic Psychol. Behav."}],"container-title":["Heliyon"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2405844019359195?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2405844019359195?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T10:33:26Z","timestamp":1762511606000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2405844019359195"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":83,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2019,8]]}},"alternative-id":["S2405844019359195"],"URL":"https:\/\/doi.org\/10.1016\/j.heliyon.2019.e02259","relation":{},"ISSN":["2405-8440"],"issn-type":[{"value":"2405-8440","type":"print"}],"subject":[],"published":{"date-parts":[[2019,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Trait driving anger and driving styles among Colombian professional drivers","name":"articletitle","label":"Article Title"},{"value":"Heliyon","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.heliyon.2019.e02259","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2019 The Author(s). Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"e02259"}}