Health services use for transport injuries among children and youth in Ontario from 2015–2022: a population-based study

Authors

DOI:

https://doi.org/10.55329/hjsh7438

Keywords:

bicycling, child and youth, COVID-19, Ontario, pedestrians, transportation injury, trends, Northern America

Abstract

Transportation-related injuries remain one of the leading causes of mortality among children and youth in Canada. Factors such as age, sex, marginalization, and the COVID-19 pandemic may influence children’s interactions with their environment and their mobility patterns. The objectives of this study were to describe: (1) the incidence of transport-related emergency department (ED) visits and hospitalizations in Ontario by type (motor vehicle, pedestrian, cycling) and by age and sex; and (2) the temporal trends in transport-related health service utilization by type and level of marginalization over time, including during the COVID-19 pandemic. Data for all traffic and non-traffic motor vehicle and vulnerable road user injuries (VRU, pedestrians and cyclists) were obtained for ED visits and hospitalizations in Ontario from January 2015 to March 2022. Descriptive analyses were completed by age group, sex, and marginalization across the study period. A simulation approach using Bayesian Poisson regression was employed to examine how the pandemic affected temporal trends. During the study period, the rate per 10 000 children and youth with motor vehicle-related injuries was 328 (95% CI: 325–331), and for VRU-related injuries was 275 (95% CI: 272.4–277). Sixty-one percent of cyclist ED visits and hospitalizations were non-traffic related. Males, children and youth aged 10–19 and more marginalized children generally had higher rates of both ED visits and hospitalizations than females, children aged 0–9 and those less marginalized. At the onset of the pandemic, ED visits for traffic-related motor vehicle and all pedestrians were lower than expected, and non-traffic motor vehicle and all cyclists were higher than expected. The greatest differences from expected in ED visits were in the least marginalized children; for example, there was a 107% increase in cyclist non-traffic in the least marginalized versus 11% increase in the most marginalized quintile. The findings of this study reinforce the ongoing need to focus on cycling safety, particularly non-traffic-related, for children and youth. These findings can also inform future equitable injury preventive efforts in light of significant population-level events, such as pandemics, that might change children’s mobility patterns.

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Author Biographies

Linda Rothman, Toronto Metropolitan University, Canada | University of Toronto, Canada

Linda Rothman is an Associate Professor in the School of Occupational and Public Health at the Toronto Metropolitan University and an Assistant Professor (status only) at Dalla Lana, School of Public Health, University of Toronto. She is an epidemiologist, and her area of expertise is in vulnerable road user injuries in urban environments as a public health issue. Her research projects involve multi-disciplinary collaborators from academia, hospitals, not-for-profit organizations, the private sector, school boards, and all levels of the government. She holds several Canadian Institutes of Health Research grants related to the evaluation of new road design modifications such as cycle tracks, reduced speed limits, and automated speed enforcement. She is also an investigator on the Healthy Cities CapaCITY/É implementation science team grant involving researchers working together with municipalities across Canada and Australia to examine the implementation and evaluation of interventions focused on speed reduction and All Ages and Abilities Bicycle Networks.

CRediT contribution: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft.

Ian Pike, British Columbia Children's Hospital Research Institute, Canada

Ian Pike is Professor Emeritus of Pediatrics at UBC, and Investigator Emeritus at the BC Injury Research and Prevention Unit (BCIRPU), BC Children's Hospital Research Institute. He served as Director of the BCIRPU for 20 years during which time the many research initiatives highlighted the importance of injury prevention as a public health concern, and lead to several important policy and practice changes in BC and across Canada. He continues to serve as co-Executive Director and Spokesperson for The Community Against Preventable Injuries (www.preventable.ca), a social marketing organization and campaign focused on changing attitudes and behaviours to prevent serious injuries and deaths.

CRediT contribution: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing.

Adrian Sammy, Toronto Metropolitan University, Canada

Adrian Sammy was a Research Assistant at the School of Occupational and Public Health, Toronto Metropolitan University, and an MPH student at the Dalla School of Public Health, University of Toronto at the time this study was being conducted. During his MPH, he conducted research in areas including injury prevention, clinical trial design, and infectious disease surveillance, gaining broad experience in epidemiological research and biostatistical methods. He later worked as an Epidemiologist at The Regional Municipality of York and is currently a second-year MD student at the Schulich School of Medicine & Dentistry, Western University.

CRediT contribution: Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing – review & editing.

Saroar Zubair, SickKids Research Institute, Canada

Saroar Zubair is a Clinical Research Coordinator within the Child Health Evaluative Sciences division at The Hospital for Sick Children. He coordinates studies related to road safety, traffic collisions and child injury. In addition to road safety projects, he provides technical and organizational support for multicenter randomized controlled trials at SickKids. Saroar holds a master’s degree from the University of British Columbia in Human Nutrition with an emphasis on population and public health. Drawing from a diverse professional background encompassing clinical research, education, and the non-profit sector, Saroar is passionate about making a meaningful impact in his field through data-driven practical projects.

CRediT contribution: Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – review & editing.

Alex Zheng, British Columbia Children's Hospital Research Institute, Canada

Alex Zheng is a Biostatistician and Researcher at the BC Injury Research and Prevention Unit, BC Children’s Hospital. His research focuses on data analysis and visualization, cost modeling, prediction modeling, and injury prevention and surveillance.

CRediT contribution: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing.

Shazya Karmali, British Columbia Children's Hospital Research Institute, Canada

Shazya Karmali is the Research Manager at the BC Injury Research and Prevention Unit, BC Children’s Hospital. Her research focuses on injury prevention, specifically related to concussion awareness and management, fire safety, and injury prevention among Indigenous populations.

CRediT contribution: Funding acquisition, Investigation, Methodology, Project administration, Writing – review & editing.

Brice Batomen, University of Toronto, Canada

Brice Batomen is an Assistant Professor in Epidemiology at the Dalla Lana School of Public Health, University of Toronto. He is motivated by understanding the distribution and the determinants of early mortality and morbidity. Hence, his motivation to work on injuries, which are the leading cause of death, disability, and health care costs for people under 40 years of age. Dr. Batomen’s work aims to improve access to trauma care and injury prevention in Canada. His research goals aim to identify the characteristics of the road network that promote active transportation and safety using innovative data collection and analytic methods.

CRediT contribution: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing.

Andrew Howard, SickKids Research Institute, Canada

Andrew Howard is an orthopaedic clinician-scientist specializing in the prevention of child road traffic injuries—the leading cause of death for children in developed nations. His research examines the biomechanics and epidemiology of injuries among child vehicle occupants, pedestrians, and cyclists, supported by CIHR and Industry Canada for 18 years. He also studies childhood falls and sports injuries, collaborating with the Toronto District School Board. As Director of the Office of International Surgery at the University of Toronto, Dr. Howard works to prevent and treat unintentional childhood injury globally and is active in the Canadian Network for International Surgery.

CRediT contribution: Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing.

Natasha Saunders, University of Toronto, Canada | SickKids Research Institute, Canada | Hospital for Sick Children, Canada

Natasha Saunders is a general pediatrician at the Hospital for Sick Children, a Senior Associate Scientist at the SickKids Research Institute and an Associate Professor in the Department of Paediatrics and Dalla Lana School of Public Health, University of Toronto. Dr. Saunders leads an applied health system and policy research program, producing evidence needed to guide and advocate for policies for children and youth. Her scholarly contributions largely use linked health administrative and demographic datasets and focus on injury epidemiology and mental health system utilization.

CRediT contribution: Funding acquisition, Investigation, Methodology, Resources, Writing – review & editing.

Shelina Babul, British Columbia Children's Hospital Research Institute, Canada

Shelina Babul is a Clinical Professor in the Department of Pediatrics at the University of British Columbia (UBC), and Director and Sports Injury Specialist with the BC Injury Research and Prevention Unit, BC Children’s Hospital. Her research focus includes identifying gaps in injury prevention; concussion research and strategies to promote uptake of effective interventions; and coordination of local, provincial, and national concussion efforts. Dr. Babul developed the Concussion Awareness Training Tool (CATT), with eLearning modules for medical professionals, coaches, athletes, and other audiences. She is a member of the Canadian Traumatic Brain Injury Research Consortium and the International Brain Injury Association. Her awards include the 2025 Canadian Association for Medical Association Certificate of Merit, the 2025 Alumni UBC Global Citizenship Award, the 2023 UBC Faculty of Medicine, Clinical Faculty Award for Excellence in Research (Clinical or Applied), and the Canadian Collaborating Centres for Injury Prevention Award for Collaborative Excellence, 2022 for CATT for High Performance Athletes.

CRediT contribution: Funding acquisition, Investigation, Methodology, Resources, Writing – review & editing.

Omidreza Sadrmanesh, Toronto Metropolitan University, Canada

Omidreza Sadrmanesh holds an MSc in Kinesiology and Health Science from York University, Toronto. He is now working as a Research Assistant at Toronto Metropolitan University, working on volume data, cycling infrastructure, and injury patterns across Canadian cities. His main research interest is applying novel data approaches in road safety projects. He has worked with large-scale datasets related to transportation volumes and injuries. Omidreza is particularly passionate about applying data science to road safety research, with a growing focus on infrastructure-related interventions.

CRediT contribution: Investigation, Visualization, Writing – original draft.

Fahra Rajabali, British Columbia Children's Hospital Research Institute, Canada

Fahra Rajabali has been at the BCIRPU since 2000. She is a specialist in injury data, epidemiology, visualizations, and evaluation. Fahra manages the data at the BCIRPU and is responsible for the data and interface for the Injury Data Online Tool (iDOT). She is the evaluation manager for the Period of PURPLE Crying program in BC. She wears many other “hats” in her work on injury surveillance and conference planning. Along with her co-workers, Fahra was a recipient of the UBC President’s Staff Award in 2014.

CRediT contribution: Funding acquisition, Investigation, Methodology, Writing – review & editing.

Pamela Fuselli, Parachute, Canada

Pamela Fuselli, President & CEO at Parachute, Canada’s national charity dedicated to injury prevention has more than 25 years of experience in the health care and injury prevention sector. Pamela has focused on knowledge mobilization resulting in behaviour change, the impact of good public policy and the importance of collaboration to further the impact on social change. Pamela has written numerous national publications and is an investigator, and knowledge translation expert, for national and international research grants. She is a speaker and a media spokesperson on a wide range of injury prevention topics and public policy issues.

CRediT contribution: Funding acquisition, Investigation, Methodology, Writing – review & editing.

Alison K. Macpherson, York University, Canada

Alison Macpherson is a Professor in the School of Kinesiology and Health Science at York University and an adjunct senior scientist at ICES , an Ontario not-for-profit organization whose mission is translating data into trusted evidence that makes policy and healthcare better and people healthier. Her training in epidemiology was at McGill University and the University of Toronto. Her research is related to keeping kids active, healthy, and safe, including promoting the use of equitable, active, and sustainable transportation. Her research program focuses on the prevention of childhood injuries primarily through policies and laws designed to reduce injuries.

CRediT contribution: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft.

References

Abdullah, M., Dias, C., Muley, D., & Shahin, M. (2020). Exploring the impacts of COVID-19 on travel behavior and mode preferences. Transportation Research Interdisciplinary Perspectives, 8, 100255. DOI: https://doi.org/10.1016/j.trip.2020.100255

Abouelela, M., Samir, M., & Antoniou, C. (2024). Exploring COVID-19 pandemic potential impacts on students’ school travel behavior. Transportation Letters, 16(3), 291-305. DOI: https://doi.org/10.1080/19427867.2023.2187334

Abrams, M. Z., & Bass, C. R. (2024). Female vs. male relative fatality risk in fatal motor vehicle crashes in the US, 1975–2020. PLoS ONE [Electronic Resource], 19(2), e0297211. DOI: https://doi.org/10.1371/journal.pone.0297211

Batomen, B., Macpherson, A., Lewis, J., Howard, A., Saunders, N. R., Richmond, S., & Macarthur, C. (2024). Vulnerable road user injury trends following the COVID-19 pandemic in Toronto, Canada: an interrupted time series analysis. Journal of Safety Research, 89, 152-159. DOI: https://doi.org/10.1016/j.jsr.2024.02.007

Bernstine, T., Edelstein, M., & Krupik, D. (2023). Pediatric injury attendances in different population groups in Israel before, during, and after COVID-19 lockdowns: a descriptive study, 2018–2022. International Journal of Emergency Medicine, 16(1), 82. DOI: https://doi.org/10.1186/s12245-023-00565-2

Birken, C. S., Parkin, P. C., To, T., & Macarthur, C. (2006). Trends in rates of death from unintentional injury among Canadian children in urban areas: Influence of socioeconomic status. CMAJ. Canadian Medical Association Journal, 175(8), 867-868. DOI: https://doi.org/10.1503/cmaj.051207

Boserup, B., McKenney, M., & Elkbuli, A. (2020). The impact of the COVID-19 pandemic on emergency department visits and patient safety in the United States. The American Journal of Emergency Medicine, 38(9), 1732-1736. DOI: https://doi.org/10.1016/j.ajem.2020.06.007

Brandt, P. T., & Williams, J. T. (2001). A Linear Poisson Autoregressive Model: The Poisson AR(p) Model. Political Analysis, 9(2), 164-184. DOI: https://doi.org/10.1093/oxfordjournals.pan.a004869

Branion-Calles, M., Godfreyson, A., Berniaz, K., Arason, N., Erdelyi, S., Winters, M., & Brubacher, J. R. (2025). Comparing pedestrian and cyclist injuries from falls and collisions in British Columbia, Canada: Frequencies and population characteristics. Journal of Transport & Health, 42, 102044.

Branion-Calles, M., Godfreyson, A., Berniaz, K., Arason, N., Erdelyi, S., Winters, M., & Brubacher, J. R. (2025). Comparing pedestrian and cyclist injuries from falls and collisions in British Columbia, Canada: Frequencies and population characteristicscomparisonwh. Journal of Transport & Health, 42, 102044. DOI: https://doi.org/10.1016/j.jth.2025.102044

Canadian Institute for Health Information (CIHI) (2023). Discharge Abstract Database metadata (DAD), www.cihi.ca/en/discharge-abstract-database-metadata-dad

Canadian Institute for Health Information (CIHI) (2023). National Ambulatory Care Reporting System metadata (NACRS), www.cihi.ca/en/national-ambulatory-care-reporting-system-metadata-nacrs

Carlin, J. B., Taylor, P., & Nolan, T. (1995). A case-control study of child bicycle injuries: relationship of risk to exposure. Accident Analysis & Prevention, 27(6), 839-844. DOI: https://doi.org/10.1016/0001-4575(95)00032-1

Chang, K., Xinyi, L., & Abdel-Rahim, A. (2024). School travel behaviors: How the pandemic impacted communities. Transportation Research Interdisciplinary Perspectives, 28. DOI: https://doi.org/10.1016/j.trip.2024.101257

Ciuffini, F., Tengattini, S., & Bigazzi, A. Y. (2023). Mitigating increased driving after the COVID-19 pandemic: An analysis on mode share, travel demand, and public transport capacity. Transportation Research Record, 2677(4), 154-167. DOI: https://doi.org/10.1177/03611981211037884

Cloutier, M.-S., Lachapelle, U., d’Amours-Ouellet, A.-A., Bergeron, J., Lord, S., & Torres, J. (2017). “Outta my way!” Individual and environmental correlates of interactions between pedestrians and vehicles during street crossings. Accident Analysis & Prevention, 104, 36-45. DOI: https://doi.org/10.1016/j.aap.2017.04.015

Currie, G., Jain, T., & Aston, L. (2021). Evidence of a post-COVID change in travel behaviour–Self-reported expectations of commuting in Melbourne. Transportation Research Part A: Policy and Practice, 153, 218-234. DOI: https://doi.org/10.1016/j.tra.2021.09.009

de Lannoy, L., Rhodes, R. E., Moore, S. A., Faulkner, G., & Tremblay, M. S. (2020). Regional differences in access to the outdoors and outdoor play of Canadian children and youth during the COVID-19 outbreak. Canadian Journal of Public Health, 111(6), 988-994. DOI: https://doi.org/10.17269/s41997-020-00412-4

Embree, T. E., Romanow, N. T. R., Djerboua, M. S., Bourdeaux, J. J., & Hagel, B. E. (2016). Risk Factors for Bicycling Injuries in Children and Adolescents: A Systematic Review. Pediatrics, 138(5). DOI: https://doi.org/10.1542/peds.2016-0282

Evans, L. (2000). Age Dependence of Female to Male Fatality Risk in the Same Crash: An Independent Reexamination. Journal of Crash Prevention and Injury Control, 2(2), 111-121. DOI: https://doi.org/10.1080/10286580008902557

Fridman, L., Fraser-Thomas, J. L., Pike, I., & Macpherson, A. K. (2018). Childhood road traffic injuries in Canada–a provincial comparison of transport injury rates over time. BMC Public Health, 18(1), 1348. DOI: https://doi.org/10.1186/s12889-018-6269-9

Gagné, M., & Hamel, D. (2009). Deprivation and unintentional injury hospitalization in Quebec children. Chronic Diseases in Canada, 29(2), 56-69. DOI: https://doi.org/10.24095/hpcdp.29.2.04

Government of Ontario (2020). Ontario Declares Second Provincial Emergency to Address COVID-19 Crisis and Save Lives,

Hammig, B., & Davis, R. (2022). Bicycle Injuries Associated With Drug Use in the United States, 2019-2020. Journal of Studies on Alcohol and Drugs, 83. DOI: https://doi.org/10.15288/jsad.21-00404

Haseeb, A., & Mitra, R. (2024). Travel behaviour changes among post-secondary students after COVID-19 pandemic–A case of Greater Toronto and Hamilton Area, Canada. Case Studies on Transport Policy, 17, 101245. DOI: https://doi.org/10.1016/j.cstp.2024.101245

IC/ES (2025). IC/ES Data Discovery Better Health,

Kahane, C. J. (2013). Injury vulnerability and effectiveness of occupant protection technologies for older occupants and women (DOT HS 811 766), Washington, DC: National Highway Traffic Safety Administration.

Keays, G., Friedman, D., & Gagnon, I. (2020). Original quantitative research-Pediatric injuries in the time of COVID-19. Health Promotion and Chronic Disease Prevention in Canada: Research, Policy and Practice, 40(11-12), 336. DOI: https://doi.org/10.24095/hpcdp.40.11/12.02

Kwok, E., Clapham, G., & Calder-Sprackman, S. (2021). The Impact of COVID-19 Pandemic on Emergency Department Visits at a Canadian Academic Tertiary Care Center. Western Journal of Emergency Medicine, 22(4), 851-859. DOI: https://doi.org/10.5811/westjem.2021.2.49626

Labonté-LeMoyne, É., Chen, S.-L., Coursaris, C. K., Sénécal, S., & Léger, P.-M. (2020). The unintended consequences of COVID-19 mitigation measures on mass transit and car use. Sustainability, 12(23), 9892. DOI: https://doi.org/10.3390/su12239892

Laflamme, L., & Diderichsen, F. (2000). Social differences in traffic injury risks in childhood and youth: a literature review and a research agenda. Injury Prevention, 6(4), 293-298. DOI: https://doi.org/10.1136/ip.6.4.293

Larouche, R., Moore, S. A., Bélanger, M., Brussoni, M., Faulkner, G., Gunnell, K., & Tremblay, M. S. (2022). Parent-Perceived Changes in Active Transportation and Independent Mobility among Canadian Children in Relation to the COVID-19 Pandemic. Children, Youth and Environments, 32(3), 25-52. DOI: https://doi.org/10.1353/cye.2022.0029

Lazzerini, M., Barbi, E., Apicella, A., Marchetti, F., Cardinale, F., & Trobia, G. (2020). Delayed access or provision of care in Italy resulting from fear of COVID-19. The Lancet Child & Adolescent Health, 4(5), e10. DOI: https://doi.org/10.1016/S2352-4642(20)30108-5

Macpherson, A., Zagorski, B., Howard, A., Harris, A., Namin, S., & L, R. (2024). Comparison of the number of pedestrian and cyclist injuries captured in police data compared with health service utilisation data in Toronto, Canada 2016–2021. Injury Prevention, 30, 161-166. DOI: https://doi.org/10.1136/ip-2023-044974

Mannocci, A., Saulle, R., Villari, P., & La Torre, G. (2019). Male gender, age and low income are risk factors for road traffic injuries among adolescents: an umbrella review of systematic reviews and meta-analyses. Journal of Public Health, 27(2), 263-272. DOI: https://doi.org/10.1007/s10389-018-0932-6

Matheson, F. I., Dunn, J. R., Smith, K. L., Moineddin, R., & Glazier, R. H. (2012). Development of the Canadian Marginalization Index: a new tool for the study of inequality. Canadian Journal of Public Health/Revue Canadienne De Santé Publique, S12-S16. DOI: https://doi.org/10.1007/BF03403823

Mitra, R., Moore, S. A., Gillespie, M., Faulkner, G., Vanderloo, L. M., Chulak-Bozzer, T., & Tremblay, M. S. (2020). Healthy movement behaviours in children and youth during the COVID-19 pandemic: Exploring the role of the neighbourhood environment. Health & Place, 65, 102418. DOI: https://doi.org/10.1016/j.healthplace.2020.102418

Moore, S. A., Faulkner, G., Rhodes, R. E., Brussoni, M., Chulak-Bozzer, T., Ferguson, L. J., & Vanderloo, L. M. (2020). Impact of the COVID-19 virus outbreak on movement and play behaviours of Canadian children and youth: a national survey. International Journal of Behavioral Nutrition and Physical Activity, 17(1), 85. DOI: https://doi.org/10.1186/s12966-020-00987-8

Nathan, A., George, P., Ng, M., Wenden, E., Bai, P., Phiri, Z., & Christian, H. (2021). Impact of covid-19 restrictions on western Australian children’s physical activity and screen time. International Journal of Environmental Research and Public Health, 18(5), 2583. DOI: https://doi.org/10.3390/ijerph18052583

Nguyen, M. H., Pojani, D., Nguyen, T. C., & Ha, T. T. (2021). The impact of Covid-19 on children's active travel to school in Vietnam. Journal of Transport Geography, 96, 103191. DOI: https://doi.org/10.1016/j.jtrangeo.2021.103191

Paleczny, S., Osagie, N., Sethi, J., & Cusimano, M. D. (2024). Validity and reliability International Classification of Diseases-10 codes for all forms of injury: A systematic review. PLoS ONE [Electronic Resource], 19(2), e0298411. DOI: https://doi.org/10.1371/journal.pone.0298411

Parachute (2021). The Cost of Injury in Canada 2021, Toronto, ON.

Peden, A. E., Cullen, P., Francis, K. L., Moeller, H., Peden, M. M., Ye, P., & Ivers, R. Q. (2022). Adolescent transport and unintentional injuries: a systematic analysis using the Global Burden of Disease Study 2019. The Lancet Public Health, 7(8), e657-e669. DOI: https://doi.org/10.1016/S2468-2667(22)00134-7

Perez, D., Thalken, J. K., Ughelu, N. E., Knight, C. J., & Massey, W. V. (2021). Nowhere to go: Parents' descriptions of children's physical activity during a global pandemic. Frontiers in Public Health, 9, 642932. DOI: https://doi.org/10.3389/fpubh.2021.642932

R Core Team (2022). R: A language and environment for statistical computing, Vienna, Austria: R Foundation for Statistical Computing.

Rapoport, M. J., Chee, J. N., Aljenabi, N., Byrne, P. A., Naglie, G., Ilari, F., & Mulsant, B. H. (2021). Impact of COVID-19 on motor vehicle injuries and fatalities in older adults in Ontario, Canada. Accident Analysis & Prevention, 157, 106195. DOI: https://doi.org/10.1016/j.aap.2021.106195

Richmond, D., McGovern, R., Wycoff, T., Froehly, M., Ricks, M., & Sibthorp, J. (2022). Differential Impacts of COVID-19 on Summer Activities and Environments for Children from High- and Low-Income Families. Children, Youth and Environments, 32(3), 100-123. DOI: https://doi.org/10.1353/cye.2022.0025

Rothman, L., Cloutier, M.-S., Manaugh, K., Howard, A. W., Macpherson, A. K., & Macarthur, C. (2020). Spatial distribution of roadway environment features related to child pedestrian safety by census tract income in Toronto, Canada. Injury Prevention, 26(3), 229-233. DOI: https://doi.org/10.1136/injuryprev-2018-043125

Rothman, L., Fridman, L., Cloutier, M.-S., Manaugh, K., & Howard, A. (2020). Impact of road traffic and speed on children: Injuries, social inequities, and active transport. Transportation and Children's Well-Being, Elsevier. 103-117. DOI: https://doi.org/10.1016/B978-0-12-814694-1.00006-3

Rothman, L., Hagel, B., Howard, A., Cloutier, M. S., Macpherson, A., Aguirre, A. N., & Winters, M. (2021). Active school transportation and the built environment across Canadian cities: Findings from the child active transportation safety and the environment (CHASE) study. Preventive Medicine, 146, 106470. DOI: https://doi.org/10.1016/j.jth.2021.101164

Rothman, L., Howard, A., Buliung, R., Macarthur, C., Richmond, S. A., & Macpherson, A. (2017). School environments and social risk factors for child pedestrian-motor vehicle collisions: A case-control study. Accident Analysis & Prevention, 98, 252-258. DOI: https://doi.org/10.1016/j.aap.2016.10.017

Rothman, L., Macarthur, C., Wilton, A., Howard, A. W., & Macpherson, A. K. (2019). Recent trends in child and youth emergency department visits because of pedestrian motor vehicle collisions by socioeconomic status in Ontario, Canada. Injury Prevention, 25(6), 570-573. DOI: https://doi.org/10.1136/injuryprev-2018-043090

Rue, H., Martino, S., & Chopin, N. (2009). Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society Series B: Statistical Methodology, 71(2), 319-392. DOI: https://doi.org/10.1111/j.1467-9868.2008.00700.x

Ryan, A., Tainter, F., Fitzpatrick, C., Gazzillo, J., Riessman, R., & Knodler, M. (2020). The impact of sex on motor vehicle crash injury outcomes. Journal of Transportation Safety & Security, 14. DOI: https://doi.org/10.1080/19439962.2020.1834478

Sammy, A., Medeiros, A., Batomen, B., Rothman, L., Harris, M. A., Harrington, D. W., & Richmond, S. A. (2024). Motor vehicle collision (MVC) emergency department (ED) visits and hospitalisations in Ontario during the COVID-19 pandemic. Injury Prevention. DOI: https://doi.org/10.1136/ip-2024-045269

Schwartz, N., Howard, A., Cloutier, M.-S., Mitra, R., Saunders, N., Macpherson, A., & Rothman, L. (2022). Social inequalities in child pedestrian collisions: The role of the built environment. Transportation Research Part D: Transport and Environment, 111, 103448. DOI: https://doi.org/10.1016/j.trd.2022.103448

Schwartz, N., Rothman, L., Howard, A., To, T., & Macarthur, C. (2022). Trends in child pedestrian motor vehicle collision injury rates by neighborhood deprivation score in Toronto, Canada. Preventive Medicine Reports, 30, 102050. DOI: https://doi.org/10.1016/j.pmedr.2022.102050

Spirito, A., Rasile, D. A., Vinnick, L. A., Jelalian, E., & Arrigan, M. E. (1997). Relationship between substance use and self-reported injuries among adolescents. Journal of Adolescent Health, 21(4), 221-224. DOI: https://doi.org/10.1016/S1054-139X(97)00113-4

Statistics Canada (2023). Commuting to work by car and public transit grows in 2023,

Stutts, J., & Hunter, W. (1999). Injury to Pedestrians and Bicyclists.

Swedler, D. I., Ali, B., Hoffman, R., Leonardo, J., Romano, E., & Miller, T. R. (2024). Injury and fatality risks for child pedestrians and cyclists on public roads. Injury Epidemiology, 11(1), 15. DOI: https://doi.org/10.1186/s40621-024-00497-2

Szpunar, M., Vanderloo, L. M., Bruijns, B. A., Truelove, S., Burke, S. M., Gilliland, J., & Tucker, P. (2021). Children and parents’ perspectives of the impact of the COVID-19 pandemic on Ontario children’s physical activity, play, and sport behaviours. BMC Public Health, 21(1), 2271. DOI: https://doi.org/10.1186/s12889-021-12344-w

Tan, Q., Wang, T., Xu, N., Zhang, G., & Luo, X. (2023). Characteristics of unintentional childhood injury during COVID-19: a single-center comparative study. Translational Pediatrics, 12(3), 405. DOI: https://doi.org/10.21037/tp-23-79

Transport Canada (2023). Canadian Motor Vehicle Traffic Collision Statistics, 2023,

Transport Canada (2023). National Collision Database Online,

Twisk, D. A. M., Bos, N. M., & Weijermars, W. A. M. (2017). Road injuries, health burden, but not fatalities make 12- to 17-year olds a high risk group in the Netherlands. European Journal of Public Health, 27(6), 981-984. DOI: https://doi.org/10.1093/eurpub/ckx045

Wheeler-Martin, K., Mooney, S. J., Lee, D. C., Rundle, A., & DiMaggio, C. (2017). Pediatric emergency department visits for pedestrian and bicyclist injuries in the US. Injury Epidemiology, 4(1). DOI: https://doi.org/10.1186/s40621-017-0128-5

White, G. C., & Bennetts, R. E. (1996). Analysis of Frequency Count Data Using the Negative Binomial Distribution. Ecology, 77(8), 2549-2557. DOI: https://doi.org/10.2307/2265753

World Health Organization (2023). Global Status Report on Road Safety 2023, Geneva, Switzerland.

Published

2026-06-05

How to Cite

Rothman, L., Pike, I., Sammy, A., Zubair, S., Zheng, A., Karmali, S., … Macpherson, A. K. (2026). Health services use for transport injuries among children and youth in Ontario from 2015–2022: a population-based study. Traffic Safety Research, 10, e000138. https://doi.org/10.55329/hjsh7438

Funding data