The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
The association of material deprivation component measures with injury hospital separations in British Columbia, Canada
Open accessAbstract
BACKGROUND: This study examines social disparities across neighbourhood levels of income, education and employment in relation to overall injury hospital separations in the province of British Columbia, Canada. Further, the study examines the relationships of social disparities to a set of three injury prevention priorities in British Columbia, namely, transport (motor vehicle occupant, pedestrian and cyclist), falls among older adults, and youth self-harm. The goal being to better understand area-based injury incidence with a view to precision prevention initiatives, particularly for more vulnerable populations. METHODS: Acute hospital separations from the Discharge Abstract Database were identified for all causes of injury and the three BC injury prevention priorities for the period April 1, 2009 to March 31, 2014, inclusive. An ecological approach was applied where each hospital separation case was attributed with the income, education and employment level according to the injured individual's area of residence, derived from the 2011 CensusPlus data. RESULTS: Injury hospital separation data were available for 191 Forward Sortation Areas in BC. Between April 1, 2009 and March 31, 2014, there was a total of 177,861 injury-related hospital separations, averaging 35,572 hospital separations per year and an annual rate of 779 injury hospital separations per 100,000 population. Injury hospital separation rates varied with the measured neighbourhood area socioeconomic status variables. Injury hospital separation rates demonstrated an inverse relationship with neighbourhood levels of income and education. Neighbourhood area socioeconomic status differences were also associated with the injury hospital separation rates for falls among older adults, motor vehicle crashes involving motor vehicle occupants, pedestrians, cyclists and young drivers, and youth self-harm. CONCLUSIONS: The study results show that neighbourhood levels of income, education and employment are associated with the risk of injury hospital separation. In particular, low education levels in FSAs was associated with increased risk of injury hospital separation, mainly for motor vehicle occupants, pedestrians, young drivers, and youth self-harm. The results of this study provide useful information for implementing injury prevention initiatives and interventions in BC to align with the provincial public health system and road safety strategy goals, particularly for identified priorities.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Individuals residing in deprived areas face heightened exposure to hazards due to older and poorer housing conditions and limited access to fire protection measures.
“Individuals residing in deprived areas face heightened exposure to hazards due to the prevalence of older and poorer housing conditions and limited access to fire protection measures [18, 19].”
From Beyond individual factors: a critical ethnographic account of urban residential fire risks, experiences, and responses in single-room occupancy (SRO) housing (2024) · cites this paper as [19]
The Discussion says residents of deprived areas may face increased hazard exposure because of poorer housing and less access to fire protection. It does not mention older housing, and it presents these explanations as possibilities rather than established causes. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Reiss, F. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.04.026 · Cited by 2,062
Flagged first, then by citations
Research works printed but not linked: 38
- Amram O, Schuurman N, Pike I, Yanchar NL, Friger M, McBeth PB, et al. Socio economic status and traumatic brain injury amongst pediatric populations: a spatial analysis in greater Vancouver. Int J Environ Res Public Health. 2015;12(12):15594–604. · DOI
- Bell N, Arrington A, Adams SA. Census-based socioeconomic indicators for monitoring injury causes in the USA: a review. Inj Prev. 2015;21:278–84. · DOI
- Bell N, Schuurman N, Hameed SM. A multilevel analysis of the socio-spatial pattern of assault injuries in greater Vancouver, British Columbia. Can J Public Health. 2009;100(1):73–7. · DOI
- Birken CS, Macarthur C. Socioeconomic status and injury risk in children. Paediatr Child Health. 2004;9(5):323–5. · DOI
- Birken CS, Parkin PC, To, T, Macarthur C. Trends in rates of death from unintentional injury among Canadian children in urban areas: influence of socioeconomic status. CMAJ. 2006;175(8):867. · DOI
- Bjelland I, Krokstad S, Mykletun A, Dahl A, Tell G, Tambs K. Does a higher educational level protect against anxiety and depression? The HUNT study. Soc Sci Med. 2008;66:1334–45. · DOI
- Chakravarthy B, Anderson CL, Ludlow J, Lotfipour S, Vaca FE. The relationship of pedestrian injuries to socioeconomic characteristics in a large southern California county. Traffic Inj Prev. 2010;11(5):508–13. · DOI
- Cubbin C, Smith GS. Socioeconomic inequalities in injury: critical issues in design and analysis. Annu Rev Public Health. 2002;23:349–75. · DOI
- Eggertson L. Hospital separations for self-harm higher in poorer neighbourhoods. CMAJ Can Med Assoc J. 2013;185(10):E449–50. · DOI
- Evans, D, Samarakkody, D, Oakey, M, Fyfe, M, Turcotte, K, & Pike, I. Provincial priority setting approach to injury prevention in British Columbia, Canada. In: BMJ Journals: Proceedings of the Safety 2018 World Conference; 2018 Nov 5–7; Bangkok, Thailand. Injury Prevention;2018;24(2):A3. · DOI
- Faelker T, Pickett W, Brison RJ. Socioeconomic differences in childhood injury: a population based epidemiologic study in Ontario, Canada. Inj Prev. 2000;6(3):203–8. · DOI
- Gagne M, Hamel D. Deprivation and unintentional injury hospital separations in Quebec children. Chronic Dis Can. 2009;29(2):56–69. · DOI
- Jin A, Brussoni M, George MA, Lalonde CE, McCormick R. Risk of hospital separations due to unintentional fall injury in British Columbia, Canada, 1999-2008: ecological associations with socioeconomic status, geographic place, and aboriginal ethnicity. J Racial Ethnic Health Disparities. 2017;4(4):558–70. · DOI
- Kohen D, Brooks-Gunn J, Leventhal T, Hertzman C. Neighbourhood income and physical and social disorder in Canada: association with young children’s competencies. Child Dev. 2002;73(6):1844–60. · DOI
- Laflamme L, Hasselberg M, Kullgren A, Vaez M. First car-to-car crashes involving young adult drivers: main patterns and their relation to car and driver characteristics. Int J Inj Control Saf Promot. 2006;13(3):179–86. · DOI
- Lawson F, Schuurman N, Amram O, Nathens AB. A geospatial analysis of the relationship between neighbourhood socioeconomic status and adult severe injury in greater Vancouver. Inj Prev. 2015;21(4):260–5. · DOI
- Macpherson AK, Jones J, Rothman L, Macarthur C, Howard AW. Safety standards and socioeconomic disparities in school playground injuries: a retrospective cohort study. BMC Public Health. 2010;10:542. · DOI
- Mars B, Heron J, Crane C, Hawton K, Lewis G, Macleod J, et al. Clinical and social outcomes of adolescent self harm: population based birth cohort study. BMJ. 2014;3(49):g5954. · DOI · Paper page
- Moilanen K, Shaw D, Maxwell K. Developmental cascades: externalizing, internalizing, and academic competence from middle childhood to early adolescence. Psychopathol Dev. 2010;22:635–53. · DOI · Paper page
- Morency P, Gauvin L, Plante C, Fournier M, Morency C. Neighborhood social inequalities in road traffic injuries: the influence of traffic volume and road design. Am J Public Health. 2012;102(6):1112–9. · DOI
- Oliver L, Kohen D. Neighbourhood income gradients in hospitalisations due to motor vehicle traffic incidents among Canadian children. Inj Prev. 2009;15(3):163–9. · DOI
- Oliver LN, Kohen DE. Neighbourhood variation in hospital separations for unintentional injury among children and teenagers. Health Rep. 2010;21(4):9–17.
- Oreoupoulos P, Brown R, Lavecchia A. Pathways to education: an integrated approach to helping at-risk high school students. J Polit Econ. 2017;125(4):947–84. · DOI
- Pampalon R, Hamel D, Gamache P, Raymond G. A deprivation index for health planning in Canada. Chronic Dis Can. 2009;29:178–91. · DOI
- Pickett K, Pearl M. Multilevel analysis of neighbourhood socioeconomic context and health outcomes: a critical review. J Epidemiol Community Health. 2001;55(2):111–22. · DOI
- Pickett W, Molcho M, Simpson K, Janssen I, Kuntsche E, Mazur J, et al. Cross national study of injury and social determinants in adolescents. Inj Prev. 2005;11(4):213–8. · DOI
- Pike I, Khalil M, Yanchar N, Tamim H, Nathens A, Macpherson A. Establishing an injury indicator for severe paediatric injury. Inj Prev. 2017;23:118–23. · DOI
- Raghavan M, Martens PJ, Burchill C. Exploring the relationship between socioeconomic status and dog-bite injuries through spatial analysis. Rural Remote Health. 2014;14(3):2846.
- Rahman MA, Todd C, John A, Tan J, Kerr M, Potter R, et al. School achievement as a predictor of depression and self-harm in adolescence: linked education and health record study. Br J Psychiatry. 2018;212(4):215–21. · DOI
- Rajabali F, Beaulieu E, Smith J, Pike I. The economic burden of injuries in British Columbia: applying evidence to practice. BC Med J. 2018;60(7):358–64.
- Rivara FP, Mueller BA. The epidemiology and causes of childhood injuries. J Soc Issues. 1987;43(2):13–31. · DOI
- Sami A, Moafian G, Najafi A, Aghabeigi MR, Yamini N, Heydari ST, et al. Educational level and age as contributing factors to road traffic accidents. Chin J Traumatol. 2013;16(5):281–5.
- Simpson K, Janssen I, Craig WM, Pickett W. Multilevel analysis of associations between socioeconomic status and injury among Canadian adolescents. J Epidemiol Community Health. 2005;59(12):1072–7. · DOI
- Townsend P, Phillmore P, Beattie A. Inequality and the North. Health and deprivation. London: Croon Helm Limited; 1987.
- van Lenthe FJ, van Beeck EF, Gevers E, Mackenbach JP. Education was associated with injuries requiring hospital admission. J Clin Epidemiol. 2004;57(9):945–53. · DOI
- Vassallo S, Lahausse J, Edwards B. Factors affecting stability and change in risky driving from late adolescence to the late twenties. Accid Anal Prev. 2016;88:77–87. · DOI
- Young T. Population Health: Concepts and methods. 2nd ed. New York, NY: Oxford University Press; 2005.
- Zandy M, Zhang LR, Kao D, Rajabali F, Turcotte K, Zheng A, Oakey M, Smolina K, Pike I, Rasali D. Area-based socioeconomic disparities in mortality due to unintentional injury and youth suicide in British Columbia, 2009-2013. Health Promot Chronic Dis Prev Can. 2019;39(2):35–44. · DOI
Cited by
Sorted by citations
Liao, C., Varcoe, C., Brown, H., & Pike, I. (2024) · BMC Public Health · doi:10.1186/s12889-024-19866-z · Cited by 8
“Individuals residing in deprived areas face heightened exposure to hazards due to the prevalence of older and poorer housing conditions and limited access to fire protection measures [18, 19].”
BackgroundSelf-citation
Metadata
- Authors
- Rajabali, F., Zheng, A., Turcotte, K., Zhang, L. R., Kao, D., Rasali, D., Oakey, M., & Pike, I.
- Affiliations
- University of British Columbia (CA)
- Provincial Health Services Authority (CA)
- Corresponding author
- Rajabali, Fahra
- Venue
- Injury Epidemiology
- Published
- 2019-06-10
- Volume
- 6
- Issue
- 1
- Pages
- 20-20
- ISSN
- 2197-1714 (ISSN-L)
- PMC
- PMC6556949
- OpenAlex
- W2948444367
- Cited by
- 11
- References
- 1
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 4 · 2023: 1 · 2022: 1 · 2021: 1
- FWCI
- 0.46
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Injury Epidemiology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- cIRcle (University of British Columbia) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Open Collections
- Funders
- Provincial Health Services Authority
- British Columbia Centre for Disease Control
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Injury Epidemiology and Prevention
- Social Sciences › Health › Health disparities and outcomes
- Health Sciences › Medicine › Emergency Medicine › Trauma and Emergency Care Studies
- Keywords
- material deprivation, neighborhood socioeconomic status, income, educational attainment, employment, social disparities, injury prevention, traffic accidents, pedestrian injuries, cyclist injuries, road safety, British Columbia
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review