{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T04:15:07Z","timestamp":1791951307904,"version":"4.3.4"},"reference-count":40,"publisher":"American Medical Association (AMA)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi241451-4\"><jats:title>Importance<\/jats:title><jats:p>Depression and antidepressant use are independently associated with crash risk among older drivers. However, it is unclear what factors impact daily driving that increase safety risk for drivers with depression.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-5\"><jats:title>Objective<\/jats:title><jats:p>To examine differences in naturalistic driving behavior and safety between older adults with and without major depressive disorder (MDD).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>A prospective longitudinal cohort study was conducted among older adults (\u226565 years) from the Driving Real-World In-Vehicle Evaluation System Project collected from July 1, 2021, to December 30, 2023. The sample included 85 participants with MDD and 310 participants without. Neurological, clinical, mood, and neuropsychological tests were collected annually. Daily driving behavior was recorded using a commercial data logger. Statistical analysis was performed from January 31 to June 24, 2024.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-7\"><jats:title>Exposure<\/jats:title><jats:p>MDD and antidepressant usage.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-8\"><jats:title>Main outcomes and measures<\/jats:title><jats:p>Linear mixed models with propensity score weighting compared slopes of driving behaviors over time (trips taken at night, speeding, hard braking, entropy, and radius of gyration) between groups.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-9\"><jats:title>Results<\/jats:title><jats:p>In a sample of 395 participants, 85 were classified as individuals with MDD (mean [SD] age, 69.6 [6.1] years; 60 [70.6%] female; 8 [9.4%] non-Hispanic Black and 77 [90.6%] non-Hispanic White) and 310 as individuals in the control group without depression (mean [SD] age, 70.1 [5.1] years; 153 [49.4%] female; 40 [12.9%] non-Hispanic Black and 270 [87.1%] non-Hispanic White). Adults with MDD had greater depressive symptoms (mean [SD], 8.35 [5.35] vs 2.33 [2.72]; difference, 6.02; 95% CI for difference, 5.17 to 6.85; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001), comorbidities (mean [SD], 4.08 [2.07] vs 2.79 [1.67]; difference, 1.29; 95% CI for difference, 0.87 to 1.70; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001), used more antidepressants (mean [SD], 0.94 [0.81] vs 0.27 [0.54]; \u03c7<jats:sup>2<\/jats:sup><jats:sub>1<\/jats:sub>\u2009=\u200965.8; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001), and had a higher number of medications (mean [SD], 3.80 [3.27] vs 1.98 [2.21]; \u03c7<jats:sup>2<\/jats:sup><jats:sub>1<\/jats:sub>\u2009=\u200921.0; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001) compared with controls at baseline. Longitudinal analysis demonstrated an association between adults with MDD and hard braking (mean [SE], 3.17\u2009\u00d7\u200910<jats:sup>\u22124<\/jats:sup> [7.30\u2009\u00d7\u200910<jats:sup>\u22125<\/jats:sup>] vs 6.70\u2009\u00d7\u200910<jats:sup>\u22125<\/jats:sup> [4.00\u2009\u00d7\u200910<jats:sup>\u22125<\/jats:sup>]; difference, 2.50\u2009\u00d7\u200910<jats:sup>\u22124<\/jats:sup>; 95% CI for difference, 1.74\u2009\u00d7\u200910<jats:sup>\u22124<\/jats:sup> to 4.61\u2009\u00d7\u200910<jats:sup>\u22124<\/jats:sup>; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001) and hard cornering events per trip (mean [SE], 0.80 [0.64] vs 0.57 [0.25]; difference, 0.23; 95% CI for difference, 0.08 to 1.06; <jats:italic>P<\/jats:italic>\u2009=\u2009.04), greater distances driven from home (mean [SE], 31.19 [7.35] vs 7.76 [3.80] km; difference, 23.43; 95% CI for difference, 0.28 to 15.2; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001), more unique destinations visited (mean [SE], 0.34 [0.10] vs \u22120.27 [0.03]; difference, 0.61; 95% CI for difference, 0.14 to 0.54; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001), and higher random entropy (mean [SE], 0.01 [0.01] vs \u22120.02 [0.00]; difference, 0.03; 95% CI for difference, \u22120.03 to \u22120.01; <jats:italic>P<\/jats:italic>\u2009&amp;amp;lt;\u2009.001) over time.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi241451-10\"><jats:title>Conclusions and relevance<\/jats:title><jats:p>In this longitudinal cohort study of older drivers, adults with MDD demonstrated distinct and riskier driving behaviors than those in the control group without depression, with higher rates of hard braking, cornering, and unpredictability in driving patterns over time. Routine depression screening and tailored interventions are essential for enhancing driving safety and maintaining independence among older adults with MDD. Comprehensive care approaches addressing both mental and physical health are crucial for this vulnerable population.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2024.52038","type":"journal-article","created":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T16:31:56Z","timestamp":1735576316000},"page":"e2452038","source":"Crossref","is-referenced-by-count":10,"title":["Major Depressive Disorder and Driving Behavior Among Older Adults"],"prefix":"10.1001","volume":"7","author":[{"given":"Ganesh M.","family":"Babulal","sequence":"first","affiliation":[{"name":"Department of Neurology, Washington University in St Louis, St Louis, Missouri"},{"name":"Institute of Public Health, Washington University in St Louis, St Louis, Missouri"},{"name":"Department of Psychology, Faculty of Humanities, University of Johannesburg, Johannesburg, South Africa"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling","family":"Chen","sequence":"additional","affiliation":[{"name":"Division of Biostatistics, Washington University in St Louis, St Louis,Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jean-Francois","family":"Trani","sequence":"additional","affiliation":[{"name":"Institute of Public Health, Washington University in St Louis, St Louis, Missouri"},{"name":"Department of Psychology, Faculty of Humanities, University of Johannesburg, Johannesburg, South Africa"},{"name":"Brown School of Social Work, Washington University in St Louis, St Louis, Missouri"},{"name":"National Conservatory of Arts and Crafts, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David C.","family":"Brown","sequence":"additional","affiliation":[{"name":"Department of Neurology, Washington University in St Louis, St Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David B.","family":"Carr","sequence":"additional","affiliation":[{"name":"Department of Medicine, Washington University in St Louis, St Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beau M.","family":"Ances","sequence":"additional","affiliation":[{"name":"Department of Neurology, Washington University in St Louis, St Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric J.","family":"Lenze","sequence":"additional","affiliation":[{"name":"Department of Psychiatry, Washington University in St Louis, St Louis, Missouri"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"DRIVES Project","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaylin","family":"Taylor","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maeve","family":"Intagliata","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikitha","family":"Damera","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carson","family":"Woodfin","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ann M.","family":"Johnson","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew","family":"Blake","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chen","family":"Chen","sequence":"additional","affiliation":[{"name":"for the DRIVES Project"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2024,12,30]]},"reference":[{"key":"zoi241451r3","first-page":"372","article-title":"Older population fact sheet. 2017.","volume":"812","author":"National Center for Statistics and Analysis","year":"2015","journal-title":"Traffic Safety Facts Report No DOT HS"},{"key":"zoi241451r5","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1016\/j.trf.2018.03.020","article-title":"E-hail (rideshare) knowledge, use, reliance, and future expectations among older adults.","volume":"55","author":"Vivoda","year":"2018","journal-title":"Transp Res Part F Traffic Psychol Behav"},{"key":"zoi241451r6","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2022.114511","article-title":"Prevalence of depression in older adults: a systematic review and meta-analysis.","volume":"311","author":"Hu","year":"2022","journal-title":"Psychiatry Res"},{"key":"zoi241451r7","doi-asserted-by":"publisher","first-page":"1067","DOI":"10.1016\/j.neubiorev.2021.10.041","article-title":"The global prevalence of major depressive disorder (MDD) among the elderly: a systematic review and meta-analysis.","volume":"132","author":"Abdoli","year":"2022","journal-title":"Neurosci Biobehav Rev"},{"issue":"1","key":"zoi241451r8","doi-asserted-by":"publisher","first-page":"16065","DOI":"10.1038\/nrdp.2016.65","article-title":"Major depressive disorder.","volume":"2","author":"Otte","year":"2016","journal-title":"Nat Rev Dis Primers"},{"issue":"4","key":"zoi241451r9","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1016\/j.psc.2013.08.001","article-title":"What are the causes of late-life depression?","volume":"36","author":"Aziz","year":"2013","journal-title":"Psychiatr Clin North Am"},{"issue":"7","key":"zoi241451r10","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1001\/jamapsychiatry.2017.0660","article-title":"Trajectories of depressive symptoms before diagnosis of dementia: a 28-year follow-up study.","volume":"74","author":"Singh-Manoux","year":"2017","journal-title":"JAMA Psychiatry"},{"issue":"8","key":"zoi241451r11","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.28011","article-title":"Prevalence and impact of diagnosed and undiagnosed depression in the United States.","volume":"14","author":"Handy","year":"2022","journal-title":"Cureus"},{"issue":"3","key":"zoi241451r13","first-page":"40","article-title":"The impact of emotion, life stress and mental health issues on driving performance and safety.","volume":"25","author":"Cunningham","year":"2016","journal-title":"Road Transp Res: J Australian New Zealand Res Pract"},{"issue":"9","key":"zoi241451r14","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1002\/gps.3909","article-title":"Prevalence and associated behavioral symptoms of depression in mild cognitive impairment and dementia due to Alzheimer\u2019s disease.","volume":"28","author":"Van der Mussele","year":"2013","journal-title":"Int J Geriatr Psychiatry"},{"issue":"4","key":"zoi241451r15","doi-asserted-by":"publisher","first-page":"524","DOI":"10.1007\/s11469-014-9487-0","article-title":"The impact of depression on driver performance.","volume":"12","author":"Wickens","year":"2014","journal-title":"Int J Ment Health Addict"},{"issue":"1","key":"zoi241451r16","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1186\/s40621-017-0107-x","article-title":"Depression, antidepressants and driving safety.","volume":"4","author":"Hill","year":"2017","journal-title":"Inj Epidemiol"},{"issue":"3","key":"zoi241451r17","doi-asserted-by":"publisher","first-page":"1213","DOI":"10.3233\/JAD-180564","article-title":"Depression and Alzheimer\u2019s disease biomarkers predict driving decline.","volume":"66","author":"Babulal","year":"2018","journal-title":"J Alzheimers Dis"},{"issue":"12","key":"zoi241451r18","doi-asserted-by":"publisher","first-page":"2593","DOI":"10.1002\/alz.12631","article-title":"The complex relationship between depression and progression to incident cognitive impairment across race and ethnicity.","volume":"18","author":"Babulal","year":"2022","journal-title":"Alzheimers Dement"},{"issue":"11","key":"zoi241451r19","doi-asserted-by":"publisher","first-page":"2412","DOI":"10.1212\/WNL.43.11.2412-a","article-title":"The Clinical Dementia Rating (CDR): current version and scoring rules.","volume":"43","author":"Morris","year":"1993","journal-title":"Neurology"},{"issue":"8","key":"zoi241451r20","doi-asserted-by":"publisher","first-page":"961","DOI":"10.1001\/jamaneurol.2014.803","article-title":"The preclinical Alzheimer cognitive composite: measuring amyloid-related decline.","volume":"71","author":"Donohue","year":"2014","journal-title":"JAMA Neurol"},{"issue":"18","key":"zoi241451r21","doi-asserted-by":"publisher","first-page":"1737","DOI":"10.1001\/jama.282.18.1737","article-title":"Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire.","volume":"282","author":"Spitzer","year":"1999","journal-title":"JAMA"},{"issue":"2","key":"zoi241451r22","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/A:1006824100041","article-title":"A measure of subjective happiness: preliminary reliability and construct validation.","volume":"46","author":"Lyubomirsky","year":"1999","journal-title":"Soc Indic Res"},{"issue":"1","key":"zoi241451r25","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1186\/s12877-021-02726-5","article-title":"Use of potentially driver-impairing drugs among older drivers.","volume":"22","author":"Zitoun","year":"2022","journal-title":"BMC Geriatr"},{"key":"zoi241451r26","doi-asserted-by":"publisher","first-page":"2376","DOI":"10.12688\/f1000research.9608.2","article-title":"Creating a driving profile for older adults using GPS devices and naturalistic driving methodology.","volume":"5","author":"Babulal","year":"2016","journal-title":"F1000Res"},{"issue":"3","key":"zoi241451r27","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.3233\/JAD-201294","article-title":"Identifying preclinical Alzheimer\u2019s disease using everyday driving behavior: proof of concept.","volume":"79","author":"Babulal","year":"2021","journal-title":"J Alzheimers Dis"},{"issue":"387","key":"zoi241451r28","doi-asserted-by":"publisher","first-page":"516","DOI":"10.1080\/01621459.1984.10478078","article-title":"Reducing bias in observational studies using subclassification on the propensity score.","volume":"79","author":"Rosenbaum","year":"1984","journal-title":"J Am Stat Assoc"},{"issue":"28","key":"zoi241451r29","doi-asserted-by":"publisher","first-page":"3661","DOI":"10.1002\/sim.6607","article-title":"Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies.","volume":"34","author":"Austin","year":"2015","journal-title":"Stat Med"},{"key":"zoi241451r30","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1016\/j.aap.2012.01.023","article-title":"Cognitive problems, self-rated changes in driving skills, driving-related discomfort and self-regulation of driving in old drivers.","volume":"49","author":"Meng","year":"2012","journal-title":"Accid Anal Prev"},{"key":"zoi241451r31","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.trf.2013.05.001","article-title":"Self-regulation of driving by older adults: comparison of self-report and objective driving data.","volume":"20","author":"Molnar","year":"2013","journal-title":"Transp Res, Part F Traffic Psychol Behav"},{"issue":"1","key":"zoi241451r32","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1159\/000515497","article-title":"Age predicts older adults\u2019 driving self-regulation but not dangerous driving behaviors after controlling for executive function.","volume":"68","author":"Bernstein","year":"2022","journal-title":"Gerontology"},{"key":"zoi241451r33","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.trf.2015.07.020","article-title":"The perceived effectiveness of road safety interventions: regulation of drivers\u2019 behavioral intentions and self-consciousness.","volume":"34","author":"Auzoult","year":"2015","journal-title":"Transp Res, Part F Traffic Psychol Behav"},{"issue":"1","key":"zoi241451r34","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1300\/J018v30n01_03","article-title":"Assessment of insight and self-awareness in older drivers.","volume":"30","author":"Pachana","year":"2006","journal-title":"Clin Gerontol"},{"issue":"10","key":"zoi241451r35","doi-asserted-by":"publisher","first-page":"1769","DOI":"10.1093\/geronb\/gbac101","article-title":"Neuropsychological correlates of changes in driving behavior among clinically healthy older adults.","volume":"77","author":"Aschenbrenner","year":"2022","journal-title":"J Gerontol B Psychol Sci Soc Sci"},{"issue":"9","key":"zoi241451r36","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2023.35651","article-title":"Medication and road test performance among cognitively healthy older adults.","volume":"6","author":"Carr","year":"2023","journal-title":"JAMA Netw Open"},{"issue":"10","key":"zoi241451r37","doi-asserted-by":"publisher","first-page":"1485","DOI":"10.1177\/07334648241238313","article-title":"Association of depression and antidepressant use with driving behaviors in older adults: a LongROAD study.","volume":"43","author":"Isom","year":"2024","journal-title":"J Appl Gerontol"},{"issue":"3","key":"zoi241451r38","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1176\/appi.ajp.20230392","article-title":"Cognitive outcomes after antidepressant pharmacotherapy for late-life depression: a systematic review and meta-analysis.","volume":"181","author":"Ainsworth","year":"2024","journal-title":"Am J Psychiatry"},{"issue":"11","key":"zoi241451r39","doi-asserted-by":"publisher","first-page":"1292","DOI":"10.1016\/j.jagp.2013.05.001","article-title":"Comorbidity of late-life depression in the United States: a population-based study.","volume":"22","author":"Manetti","year":"2014","journal-title":"Am J Geriatr Psychiatry"},{"issue":"5","key":"zoi241451r40","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1037\/neu0000630","article-title":"Comparing patient and informant ratings of depressive symptoms in various stages of Alzheimer\u2019s disease.","volume":"34","author":"Gold","year":"2020","journal-title":"Neuropsychology"},{"key":"zoi241451r23","volume-title":"AHFS Drug Information","author":"McAvoy","year":"2018"},{"key":"zoi241451r1","unstructured":"Colby? SL, Ortman? JM. Projections of the size and composition of the US population: 2014 to 2060. US Census Bureau. 2015. Accessed November 13, 2024. https:\/\/www.census.gov\/library\/publications\/2015\/demo\/p25-1143.html"},{"key":"zoi241451r2","unstructured":"The Federal Interagency Forum on Aging-Related Statistics. Older Americans 2016: key indicators of well-being. Accessed November 13, 2024. https:\/\/agingstats.gov\/docs\/LatestReport\/Older-Americans-2016-Key-Indicators-of-WellBeing.pdf"},{"key":"zoi241451r4","doi-asserted-by":"crossref","unstructured":"Hudomiet? P, Parker? AM, Rohwedder? S. Many Americans follow nontraditional paths to retirement: cognitive ability and personality traits influence this process. 2018. Accessed November 13, 2024. https:\/\/www.rand.org\/pubs\/research_briefs\/RB10022.html","DOI":"10.7249\/RB10022"},{"key":"zoi241451r12","doi-asserted-by":"crossref","unstructured":"Loughran? DS, Seabury? SA, Zakaras? L. What risks do older drivers pose to traffic safety? 2007. Accessed November 13, 2024. https:\/\/www.rand.org\/pubs\/research_briefs\/RB9272.html","DOI":"10.7249\/RB9272"},{"key":"zoi241451r24","unstructured":"United States Food and Drug Adminstration. Some medicines and driving don\u2019t mix. 2023. Accessed April 19, 2023. https:\/\/www.fda.gov\/consumers\/consumer-updates\/some-medicines-and-driving-dont-mix"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2828519\/babulal_2024_oi_241451_1734466951.73588.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T16:32:00Z","timestamp":1735576320000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2828519"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,30]]},"references-count":40,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2024,12,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2024.52038","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,30]]}}}