Abstract
All children are vulnerable to pedestrian injuries, but previous research suggests children diagnosed with ADHD may have elevated risk. Child pedestrian injury risk also increases with increasing traffic volume and speed. The current study examined three hypotheses: (a) Pedestrian behavior of children with ADHD is riskier than that of typically-developing children; (b) Children’s pedestrian behavior is riskier with increased traffic complexity; and (c) Pedestrian behavior of children with ADHD is influenced more by complex traffic situations than behavior of typically-developing children. A sample of 38 children ages 8–12 years, 45% diagnosed with ADHD, completed 21 virtual street-crossings, 7 in each of three levels of traffic complexity. Outcome measures included unsafe crossings, ratio of looking at traffic by time, start-delay to enter the road, time to contact with oncoming vehicles, and time waiting to cross. A repeated measure MANOVA and follow-up tests showed that all children had more unsafe crossings, shorter start-delays and shorter TTCs when exposed to increased traffic complexity compared to lighter traffic. Children with ADHD had more unsafe crossings than typically-developing children. Further, compared to typically-developing children, ADHD children had comparatively more unsafe crossings, lower time to contact and longer wait-time in more complex traffic environments. Executive function deficits among children with ADHD likely influence their behavior in complex traffic environments. Implications of the results for policy-making and preventive strategies are discussed.
Similar content being viewed by others
References
World Health Organization (2018) Global status report on road safety. World Health Organization, Geneva
Roudsari BS, Shadman M, Ghodsi M (2006) Childhood trauma fatality and resource allocation in injury control programs in a developing country. BMC Public Health 2:117. https://doi.org/10.1186/1471-2458-6-117
Tabibi Z, Pfeffer K, Talebiyan Sharif J (2012) The influence of demographic factors, processing speed and short-term memory on Iranian children’s pedestrian skills. Accid Anal Prev 47:87–93. https://doi.org/10.1016/j.aap.2012.01.013
Thomson J (1996) Child pedestrian accidents: what makes children vulnerable? In: Child safety: Problem and prevention from pre-school to adolescence. Routledge, London
Bonander C, Beckman L, Janson S, Jernbro C (2016) Injury risks in schoolchildren with attention-deficit/hyperactivity or autism spectrum disorder: results from two school-based health surveys of 6- to 17-year-old children in Sweden. J Saf Res 58:49–56. https://doi.org/10.1016/j.jsr.2016.06.004
Dalsgaard S, Østergaard SD, Leckman JF, Mortensen PB, Pedersen MG (2015) Mortality in children, adolescents, and adults with attention deficit hyperactivity disorder: a nationwide cohort study. Lancet 30 385(9983):2190–2196. https://doi.org/10.1016/S0140-6736(14)61684-6
Maxson RT, Lawson KA, Pop R, Yuma-Guerrero P, Johnson KM (2009) Screening for attention-deficit/hyperactivity disorder in a select sample of injured and uninjured pediatric patients. J Pediatr Surg 44:743–748. https://doi.org/10.1016/j.jpedsurg.2008.08.003
Ruiz-Goikoetxea M, Cortese S, Aznarez-Sanado S, Magallóne S, Alvarez Zalloa N, Luise LO, de Castro-Manglano P, Soutullo C, Arrondo G (2018) Risk of unintentional injuries in children and adolescents with ADHD and the impact of ADHD medications: a systematic review and meta-analysis. Neurosci Biobehav Rev 84:63–71. https://doi.org/10.1016/j.neubiorev.2017.11.007
Wamithi S, Ochieng R, Njenga F, Akech S, Macharia WM (2015) Cross-sectional survey on prevalence of attention deficit hyperactivity disorder symptoms at a tertiary care health facility in Nairobi. Child Adol Psych Men 9:1. https://doi.org/10.1186/s13034-015-0033-z
Yueh-Ming T, Shur-Fen G, Churn-Shiouh G (2013) Injury-proneness of youth with attention-deficit hyperactivity disorder: a national clinical data analysis in Taiwan. Res Dev Disabil. https://doi.org/10.1016/j.ridd.2012.11.027
Liou YJ, Wei HT, Chen MH, Hsu JW, Huang KL, Bai YM, Su TP, Li CT, Yang AC, Tsai SJ, Lin WC, Chen TJ (2018) Risk of traumatic brain injury among children, adolescents, and young adults with attention-deficit hyperactivity disorder in Taiwan. J Adolesc Health 63:233–238. https://doi.org/10.1016/j.jadohealth.2018.02.012
Nikolas MA, Elmore AL, Franzen L, O’Neal E, Kearney JK, Plumert JM (2016) Risky bicycling behavior among youth with and without attention-deficit hyperactivity disorder. J Child Psychol Psyc 57:141–148. https://doi.org/10.1111/jcpp.12491
Lee DH, Oakland T, Jackson G, Glutting J (2008) Estimated prevalence of attention-deficit/hyperactivity disorder symptoms among college freshmen: gender, race, and rater effects. J Learn Disabil 41:371–384. https://doi.org/10.1177/0022219407311748
Polanczyk G, De Lima MS, Horta BL, Biederman J, Rohde LA (2007) The worldwide prevalence of ADHD: a systematic review and meta regression analysis. Am J Psychiatry 164:942–948. https://doi.org/10.1176/ajp.2007.164.6.942
Weyandt LL, DuPaul G (2006) ADHD in college students: developmental findings. J Atten Disord 14:311–319. https://doi.org/10.1002/ddrr.38
APA (2013) Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Publishing, Philadelphia. https://doi.org/10.1176/appi.books.9780890425596
Barkley RA (1997) Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychol Bull 121:65–94. https://doi.org/10.1037/0033-2909.121.1.65
Barton BK, Schwebel DC (2007) The roles of age, gender, inhibitory control, and parental supervision in children’s pedestrian safety. J Pediatr Psychol 32:517–526. https://doi.org/10.1093/jpepsy/jsm014
Epstein J, Erkanli A, Conners C, Klaric J, Costello J, Angold A (2003) Relations between continuous performance test performance measures and ADHD behaviors. J Abnorm Child Psychol 31:543–554. https://doi.org/10.1023/A:1025405216339
Huang-Pollock C, Karalunas S, Tam H, Moore A (2012) Evaluating vigilance deficits in ADHD: a meta-analysis of CPT performance. J Abnorm Psychol 121:360–371. https://doi.org/10.1037/a0027205
Lansbergen MM, Kenemans JL, Van Engeland H (2007) Stroop interference and attention-deficit/hyperactivity disorder: a review and meta-analysis. Neuropsychology 21:251–262. https://doi.org/10.1037/0894-4105.21.2.251
Tabibi Z, Pfeffer K (2003) Choosing a safe place to cross the road: the relationship between attention and identification of safe and dangerous road-crossing sites. Child: Care Health Dev 29:237–244. https://doi.org/10.1046/j.1365-2214.2003.00336.x
Tabibi Z, Pfeffer K (2007) Finding a safe place to cross the road: the effect of distractors and the role of attention in children’s identification of safe and dangerous road-crossing sites. Infant Child Dev 16:193–206. https://doi.org/10.1002/icd.509
Toye MK (2016) Neuropsychological functions and pedestrian behaviour in children with and without ADHD, Postgraduate Thesis, University of Strathclyde, Strathclyde
Stavrinos D, Biasini FJ, Fine PR, Hodgens JB, Khatri S, Mrug S, Schwebel DC (2011) Mediating factors associated with pedestrian injury in children with attention-deficit/hyperactivity disorder. Pediatrics 128:296–302. https://doi.org/10.1542/peds.2010-3829
Clancy T, Rucklidge JJ, Owen D (2006) Road-crossing safety in virtual reality: a comparison of adolescents with and without ADHD. J Clin Child Adolesc Psychol 35:203–215. https://doi.org/10.1207/s15374424jccp3502-4
Retallack AE, Ostendorf B (2020) Relationship between traffic volume and accident frequency at intersections. Int J Environ Res Public Health 17:1393. https://doi.org/10.3390/ijerph17041393
Roberts I, Crombie I (1995) Child pedestrian deaths: sensitivity to traffic volume–evidence from the USA. J Epidemiol Commun Health 49(2):186–188. https://doi.org/10.1136/jech.49.2.186
Roberts I, Norton R, Jackson R, Dunn R, Hassall I (1995) Effect of environmental factors on risk of injury of child pedestrians by motor vehicles: a case-control study. BMJ 310(6972):91–94. https://doi.org/10.1136/bmj.310.6972.91
De Waard D, Jessurum M, Steyvers FJJM, Raggatt PTF, Brookhuis KA (1995) Effect of road layout and road environment on driving performance, drivers’ physiology and road appreciation. Ergonomics 38:1395–1407. https://doi.org/10.1080/00140139508925197
Heger R (1995) Driving behavior and driver mental workload as criteria for highway geometric design quality. In: International symposium on highway geometric design practices, Boston Massachusetts, U.S.A
Paxion J, Galy E, Berthelon C (2014) Mental workload and driving. Front Psychol 5:1344. https://doi.org/10.3389/fpsyg.2014.01344
Teh E, Jamson S, Carsten O, Jamson H (2013) Temporal fluctuations in driving demand: the effect of traffic complexity on subjective measures of workload and driving performance. Transp Res Part F: Traffic Psychol Behav 22:207–217. https://doi.org/10.1016/j.trf.2013.12.005
Savage SW, Potter DD, Tatler BW (2013) Does preoccupation impair hazard perception? A simultaneous EEG and eye tracking study. Transp Res Part F: Traffic Psychol Behav 17:52–62. https://doi.org/10.1016/j.trf.2012.10.002
First MB (2015) Structured Clinical Interview for the DSM (SCID-5 for DSM-5) American Psychiatric Association. American Psychiatric Association, Arlington
Shooshtari MH, Davari-Ashtiani R, Shahrivar Z, Shabani A, Semnani Y, Kaviani H, Amini H, Mohammadi MR, Assadi SM, Sharifi V, Seddigh A, Jalali M (2007) Structured Clinical Interview for DSM-IV (SCID Persian Translation and Cultural Adaptation). Iran J Psychiatry 2:46–48
Schwebel DC, Severson J, He Y (2017) Using smartphone technology to deliver a virtual pedestrian environment: usability and validation. Virtual Real 21:145–152. https://doi.org/10.1007/s10055-016-0304-x
Schwebel DC, Gaines J, Severson J (2008) Validation of virtual reality as a tool to understand and prevent child pedestrian injury. Accid Anal Prev 40:1394–1400. https://doi.org/10.1016/j.aap.2008.03.005
Schwebel DC, Wu Y, Li P, Severson J, He Y, Xiang H, Hu G (2018) Evaluating smartphone-based virtual reality to improve Chinese schoolchildren’s pedestrian safety. J Pediatr Psychol 43:473–484
Juzdani MH, Morgan CH, Schwebel DC, Tabibi Z (2020) The roles of emotion-based temperamental fear and anger and emotional decision making in children’s road-crossing behavior. J Pediatr Psychol 45:1188–1198
Schwebel DC, Severson J, He Y, McClure LA (2017) Virtual reality by mobile smartphone: improving child pedestrian safety. Inj Prev 23:357
Schwebel DC, McClure LA, Severson J (2014) Teaching children to cross streets safely: a randomized controlled trial. Health Psychol 33:628–638
Stavrinos D, Byington KW, Schwebel DC (2009) The effect of cell phone distraction on pediatric pedestrian injury risk. Pediatrics 123:e179-185
Cohen EC, Wilkin HA, Tannebaum M, Plew MS (2013) When patients are impatient: the communication strategies utilized by emergency department employees to manage patients frustrated by wait times. Health Commun 28:275–285. https://doi.org/10.1080/10410236.2012.680948
Hamed MM (2001) Analysis of pedestrians‘ behaviour at pedestrian crossings. Saf Sci 38:63–82. https://doi.org/10.1016/S0925-7535(00)00058-8
Brosseau M, Zangenehpour S, Saunier N, Miranda-Moreno L (2013) The impact of waiting time and other factors on dangerous pedestrian crossings and violations at signalized intersections: a case study in Montreal. Transp Res Part F Traffic Psychol Behav 21:159–172. https://doi.org/10.1016/j.trf.2013.09.010
Nicholls VI, Jean-Charles J, Lao J, de Lissa P, Caldara R, Miellet S (2019) Developing attentional control in naturalistic dynamic road crossing situations. Sci Rep 9:4176. https://doi.org/10.1038/s41598-019-39737-7
Whitebread D, Neilson K (2000) The contribution of visual search strategies to the development of pedestrian skills by 4–11 year-old children. Brit J Educ Psychol 70:539–557. https://doi.org/10.1348/000709900158290
Plumert JM, Kearney JK, Cremer JF (2007) Children’s road crossing: a window into perceptual–motor development. Curr Dir Psychol Sci 16:255–258. https://doi.org/10.1111/j.1467-8721.2007.00515.x
Doyle AE (2006) Executive functions in attention-deficit/hyperactive children. J Clin Psychiat 8:21–26
Martinussen R, Hayden J, Hogg-Johnson S, Tannock R (2005) A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 44:377–384
van der Meer JMJ, Hartman CA, Thissen AJAM, Oerlemans AM, Luman M, Buitelaar JK, Rommelse NNJ (2015) How “core” are motor timing difficulties in ADHD? A latent class comparison of pure and comorbid ADHD classes. Eur Child Adolesc Psychiatry. https://doi.org/10.1007/s00787-015-0734-0
Morrongiello BA, Corbett M, Stewart J (2020) Understanding sex differences in children’s injury risk as pedestrians. J Pediatr Psychol. https://doi.org/10.1093/jpepsy/jsaa072
Acknowledgements
Research reported in this publication was partially supported by the Eunice Kennedy Shriver National Institute of Child Health & Human Development of the National Institutes of Health under Award Number R01HD088415. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. We would like to thank Dr. Amin Yazdi, the head of Amin Child Center for helping us to conduct this research. Finally, our sincerest thanks to all the families who participate in the study.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
We have no conflicts of interest to disclose.
Ethical Approval
All work was conducted in accordance with the APA Ethics Code and was approved by the Ferdowsi University of Mashhad Review Board. All parents provided informed consent and all children provided assent to participate.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Tabibi, Z., Schwebel, D.C. & Zolfaghari, H. Road-Crossing Behavior in Complex Traffic Situations: A Comparison of Children With and Without ADHD. Child Psychiatry Hum Dev 53, 1186–1193 (2022). https://doi.org/10.1007/s10578-021-01200-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10578-021-01200-y