Abstract
Purpose
Evidence from systematic reviews suggests that adult immigrants living in areas of higher immigrant density (areas with a higher proportion of foreign-born residents) tend to experience fewer mental health problems—likely through less discrimination, greater access to culturally/linguistically appropriate services, and greater social support. Less is known about how such contexts are associated with mental health during childhood—a key period in the onset and development of many mental health challenges. This study examined associations between neighbourhood immigrant density and youth mental health conditions in British Columbia (BC; Canada).
Methods
Census-derived neighbourhood characteristics were linked to medical records for youth present in ten of BC’s largest school districts from age 5 through 19 over the study period (1995–2016; n = 138,090). Occurrence of physician assessed diagnoses of mood and/or anxiety disorders, attention deficit hyperactivity disorder (ADHD), and conduct disorder was inferred through International Classification of Diseases (ICD) diagnostic codes in universal public health insurance records. Multi-level logistic regression was used to model associations between neighbourhood characteristics and odds of diagnoses for each condition; models were stratified by generation status (first-generation: foreign-born; second-generation: Canadian-born to a foreign-born parent; non-immigrant).
Results
Higher neighbourhood immigrant density was associated with lower odds of disorders among first-generation immigrant youth (e.g., adjusted odds of mood-anxiety disorders for those in neighbourhoods with the highest immigrant density were 0.67 times lower (95% CI: 0.49, 0.92) than those in neighbourhoods with the lowest immigrant density). Such protective associations generally extended to second-generation and non-immigrant youth, but were—for some disorders—stronger for first-generation than second-generation or non-immigrant youth.
Conclusions
Findings suggest there may be protective mechanisms associated with higher neighbourhood immigrant density for mental health conditions in immigrant and non-immigrant youth. It is important that future work examines potential pathways by which contextual factors impact immigrant and non-immigrant youth mental health.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00127-022-02301-2/MediaObjects/127_2022_2301_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00127-022-02301-2/MediaObjects/127_2022_2301_Fig2_HTML.png)
Similar content being viewed by others
References
United Nations Department of Economic and Social Affairs (2017) Population facts. https://www.un.org/en/development/desa/population/publications/pdf/popfacts/PopFacts_2017-5.pdf
Organisation for Economic Co-operation and Development (OECD) (2015) International Migration outlook 2018. https://read.oecd-ilibrary.org/social-issues-migration-health/international-migration-outlook-2018_migr_outlook-2018-en#page1
Statistics Canada (2017) Children with an immigrant background: bridging cultures. Catalogue no. 98-200-X2016015. https://www150.statcan.gc.ca/n1/en/catalogue/98-200-X2016015
Immigration, Refugees and Citizenship Canada (2017) Report on plans and priorities 2016–2017. https://www.canada.ca/en/immigration-refugees-citizenship/corporate/publications-manuals/report-plans-priorities/2016-2017.html
Castañeda H, Holmes SM, Madrigal DS, Young M-ED, Beyeler N, Quesada J (2015) Immigration as a social determinant of health. Annu Rev Public Health 36:375–392
Mikkonen J, Raphael D (2010) Social determinants of health: the Canadian facts. York University School of Health Policy and Management, Toronto
Alegría M, Álvarez K, DiMarzio K (2017) Immigration and mental health. Curr Epidemiol Rep 4:145–155
Bronfenbrenner U, Morris P (2006) The bioecological model of human development. The bioecological model of human development. In: Lerner RM (ed) Handbook of child psychology: Vol. I. Theoretical models of human development, 6th Edn. Wiley, Hoboken, pp 793–828
Bécares L, Dewey ME, Das-Munshi J (2018) Ethnic density effects for adult mental health: systematic review and meta-analysis of international studies. Psychol Med 48(12):2054–2072
Bennett NC, Salway S, Piekut A (2020) What pathways have been theorised and tested between ethnic density and mental ill-health?: A theory-based systematic review. J Epidemiol Community Health 4(Suppl 1):A17
Pickett KE, Wilkinson RG (2008) People like us: ethnic group density effects on health. Ethn Health 13(4):321–334
Shaw RJ, Atkin K, Bécares L, Albor CB, Stafford M, Kiernan KE et al (2012) Impact of ethnic density on adult mental disorders: narrative review. Br J Psychiatry 201(1):11–19
Bassani C, George A (2012) Social capital and immigrant children’s behaviour in Canada. Adolescent behavior. Nova Science Publishers, New York
Georgiades K, Boyle MH, Duku E (2007) Contextual influences on children’s mental health and school performance: the moderating effects of family immigrant status. Child Dev 78(5):1572–1591
Abada T, Hou F, Ram B (2007) Racially mixed neighborhoods, perceived neighborhood social cohesion, and adolescent health in Canada. Soc Sci Med 65(10):2004–2017
Emerson SD, Ritland L, Guhn M (2021) A sco** review of associations between ethno-cultural context and mental health in Canada. Can J Community Ment Health 40:23–48
Grzymala-Kazlowska A, Phillimore J (2018) Introduction: rethinking integration. New perspectives on adaptation and settlement in the era of super-diversity. J Ethn Migr Stud 44(2):179–196
Wu Z, Hou F, Schimmele C, Carmichael A (2018) Co-ethnic concentration and trust in Canada’s urban neighbourhoods. Urban Stud 55(10):2159–2178
Power C, Hertzman C (1997) Social and biological pathways linking early life and adult disease. Br Med Bull 53(1):210–221
Merikangas KR, He J, Burstein M, Swanson SA, Avenevoli S, Cui L et al (2010) Lifetime prevalence of mental disorders in US adolescents: results from the National Comorbidity Survey Replication-Adolescent Supplement (NCS-A). J Am Acad Child Adolesc Psychiatry 49(10):980–989
Menezes N, Georgiades K, Boyle M (2011) The influence of immigrant status and concentration on psychiatric disorder in Canada: a multi-level analysis. Psychol Med 41(10):2221–2231
Emerson SD, Minh A, Guhn M (2018) Ethnic density of regions and psychiatric disorders among ethnic minority individuals. Int J Soc Psychiatry 64(2):130–144
Schofield P, Thygesen M, Das-Munshi J, Becares L, Cantor-Graae E, Agerbo E, Pedersen C (2018) Neighbourhood ethnic density and psychosis—is there a difference according to generation? Schizophr Res 195:501–505
Mezuk B, Li X, Cederin K, Concha J, Kendler KS, Sundquist J, Sundquist K (2015) Ethnic enclaves and risk of psychiatric disorders among first-and second-generation immigrants in Sweden. Soc Psychiatry Psychiatr Epidemiol 50(11):1713–1722
Dykxhoorn J, Lewis G, Hollander A-C, Kirkbride JB, Dalman C (2020) Association of neighbourhood migrant density and risk of non-affective psychosis: a national, longitudinal cohort study. Lancet Psychiatry 7(4):327–336
Anglin DM (2020) Advancing the study of local ethnic density and psychosis. Lancet Psychiatry 7(4):293–294
Hou F, Schellenberg G, Berry J (2018) Patterns and determinants of immigrants’ sense of belonging to Canada and their source country. Ethn Racial Stud 41(9):1612–1631
Luthra R, Waldinger R, Soehl T (2018) Origins and destinations: the making of the second generation. Russell Sage Foundation, New York
Wechsler H, Pugh TF (1967) Fit of individual and community characteristics and rates of psychiatric hospitalization. Am J Sociol 73(3):331–338
Sualp K (2021) The influence of neighborhood structural characteristics on treatment attendance and mental health: comparing immigrants and non-immigrants. Doctoral dissertation, University of Central Florida. https://stars.library.ucf.edu/etd2020/568
Population Data BC (n.d) K to 12 Student Demographics and Achievements (PopData). Population Data BC [publisher]. https://www.popdata.bc.ca/node/643
British Columbia Ministry of Health (2021) Medical services plan. https://www2.gov.bc.ca/gov/content/health/health-drug-coverage/msp
Guhn M, Emerson SD, Mahdaviani D, Gadermann AM (2020) Associations of birth factors and socio-economic status with indicators of early emotional development and mental health in childhood: a population-based linkage study. Child Psychiatry Hum Dev 51(1):80–93
Thomson KC, Richardson CG, Gadermann AM, Emerson SD, Shoveller J, Guhn M (2019) Association of childhood social-emotional functioning profiles at school entry with early-onset mental health conditions. JAMA Netw Open 2(1):e186694–e186694
Statistics Canada (2017) Data products, 2016 census. https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/index-eng.cfm
Human Early Learning Partnership (2021) HELP data library. http://earlylearning.ubc.ca/maps/data/
Statistics Canada (2017) Focus on geography series, 2016 census—the Province of British Columbia. https://www12.statcan.gc.ca/census-recensement/2016/as-sa/fogs-spg/Facts-pr-eng.cfm?Lang=Eng&GK=PR&GC=59&TOPIC=7
Statistics Canada (2017) Focus on geography series, 2016 census—Canada. https://www12.statcan.gc.ca/census-recensement/2016/as-sa/fogs-spg/Facts-can-eng.cfm?LANG=Eng&GK=CAN&GC=01&TOPIC=7
British Columbia Ministry of Health [creator] (2015) Medical services plan (MSP) payment information file. Population Data BC [publisher]. Data extract. MOH (2014). http://www.popdata.bc.ca/data
British Columbia Ministry of Health [creator] (2015) Consolidation files (MSP registration & premium billing). Population Data BC [publisher]. Data extract. MOH (2014). http://www.popdata.bc.ca/data
British Columbia Ministry of Health [creator] (2015) PharmaNet. V2. BC Ministry of Health [publisher]. Data extract. Data Stewardship Committee (2011). http://www.popdata.bc.ca/data
Canadian Institute for Health Information [creator] (2015) Discharge abstract database (hospital separations). V2. Population Data BC [publisher]. Data extract. http://www.popdata.bc.ca/data
Citizenship and Immigration Canada [creator] (2014) CIC permanent residents file. Population Data BC [publisher]. Data extract. CIC (2014). http://www.popdata.bc.ca/data
Population Data BC (2014) The data linkage process. https://www.popdata.bc.ca/datalinkage/process
BC Statistics (2002) Population section. Ministry of Finance and Corporate Relations
Canadian Institute for Health Information (CIHI) (2008) Physicians in Canada: the status of alternative payment programs, 2005–2006. https://publications.gc.ca/collections/collection_2008/cihi-icis/H115-13-2006E.pdf
Chartier M, Brownell M, MacWilliam L, Valdivia J, Nie Y, Ekuma O et al (2016) The Mental Health of Manitoba’s children. Manitoba Centre for Health Policy. http://mchp-appserv.cpe.umanitoba.ca/reference/MHKids_web_report.pdf
Gadermann AM, Gagné Petteni M, Janus M, Puyat JH, Guhn M, Georgiades K (2022) Prevalence of mental health disorders among immigrant, refugee, and nonimmigrant children and youth in British Columbia, Canada. JAMA Netw Open 5(2):e2144934
BC Neighbourhoods-Human Early Learning Partnership (n.d.) Information adapted from Statistics Canada, dissemination area boundary file, 92-169-X, 2006 census and dissemination block boundary file, 92-163-X, 2006 census
Kershaw P, Forer B, Lloyd JE, Hertzman C, Boyce WT, Zumbo BD et al (2009) The use of population-level data to advance interdisciplinary methodology: a cell-through-society sampling framework for child development research. Int J Soc Res Methodol 12(5):387–403
Human Early Learning Partnership (2021) Map** at HELP. http://earlylearning.ubc.ca/maps/
Statistics Canada (2019) Classification of admission category of immigrant. http://www23.statcan.gc.ca/imdb/p3VD.pl?Function=getVD&TVD=323293&CVD=323294&CLV=0&MLV=4&D=1
R Core Team (2021) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Pebesma E (2018) Simple features for R: standardized support for spatial vector data. R J 10(1):439–446
Wickham H (2016) ggplot2: Elegant graphics for data analysis. Springer-Verlag, New York
Forer B, Minh A, Enns J, Webb S, Duku E, Brownell M et al (2020) A Canadian neighbourhood index for socioeconomic status associated with early child development. Child Indic Res 13(4):1133–1154
Pampalon R, Hamel D, Gamache P, Raymond G (2009) A deprivation index for health planning in Canada. Chronic Dis Can 29(4):178–191
Matheson FI, Dunn JR, Smith KL, Moineddin R, Glazier RH (2012) Development of the Canadian Marginalization Index: a new tool for the study of inequality. Can J Public Health Revue Canadienne de Sante’e Publique 103(Suppl 2):S12–S16
Mustard CA, Derksen S, Berthelot J-M, Wolfson M (1999) Assessing ecologic proxies for household income: a comparison of household and neighbourhood level income measures in the study of population health status. Health Place 5(2):157–171
Brownell MD, Ekuma O, Nickel NC, Chartier M, Koseva I, Santos RG (2016) A population-based analysis of factors that predict early language and cognitive development. Early Childh Res Q 35:6–18
Gadermann AM, Guhn M, Schonert-Reichl KA, Hymel S, Thomson K, Hertzman C (2016) A population-based study of children’s well-being and health: the relative importance of social relationships, health-related activities, and income. J Happiness Stud 17(5):1847–1872
Oberle E, Schonert-Reichl KA, Guhn M, Zumbo BD, Hertzman C (2014) The role of supportive adults in promoting positive development in middle childhood: a population-based study. Can J Sch Psychol 29(4):296–316
Stafford M, Newbold BK, Ross NA (2011) Psychological distress among immigrants and visible minorities in Canada: a contextual analysis. Int J Soc Psychiatry 57(4):428–441
Snijders TB, Bosker RJ (2012) Multilevel analysis: an introduction to basic and advanced multilevel modeling. Sage, London
Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P et al (2006) A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health 60(4):290–297
Puchala C, Vu LT, Muhajarine N (2010) Neighbourhood ethnic diversity buffers school readiness impact in ESL children. Can J Public Health Revue Canadienne de Sante’e Publique 101(Suppl 3):S13–S18
Beiser M, Hamilton H, Rummens JA, Oxman-Martinez J, Ogilvie L, Humphrey C, Armstrong R (2010) Predictors of emotional problems and physical aggression among children of Hong Kong Chinese, Mainland Chinese and Filipino immigrants to Canada. Soc Psychiatry Psychiatr Epidemiol 45(10):1011–1021
Leduc N, Proulx M (2004) Patterns of health services utilization by recent immigrants. J Immigr Health 6(1):15–27
Das-Munshi J, Becares L, Dewey ME, Stansfeld SA, Prince MJ (2010) Understanding the effect of ethnic density on mental health: multi-level investigation of survey data from England. BMJ 341:c5367
Astell-Burt T, Maynard MJ, Lenguerrand E, Harding S (2012) Racism, ethnic density and psychological well-being through adolescence: evidence from the determinants of adolescent social well-being and health longitudinal study. Ethn Health 17(1–2):71–87
Wu Z, So VW (2020) Ethnic and national sense of belonging in Canadian society. Int Migr 58(2):233–254
Newbold B (2009) The short-term health of Canada’s new immigrant arrivals: evidence from LSIC. Ethn Health 14(3):315–336
Wanner RA (2003) Entry class and the earnings attainment of immigrants to Canada, 1980–1995. Cana Public Policy Analyse de Politiques 29:53–71
Lu C, Ng E (2019) Healthy immigrant effect by immigrant category in Canada. Health Rep 60(4):3–12
Chiu M, Amartey A, Wang X, Kurdyak P (2018) Ethnic differences in mental health status and service utilization: a population-based study in Ontario, Canada. Can J Psychiatry 63(7):481–491
Georgiades K, Duncan L, Wang L, Comeau J, Boyle MH, 2014 Ontario Child Health Study Team (2019) Six-month prevalence of mental disorders and service contacts among children and youth in Ontario: evidence from the 2014 Ontario Child Health Study. Can J Psychiatry 64(4):246–255
Wang L, Rosenberg M, Lo L (2008) Ethnicity and utilization of family physicians: a case study of Mainland Chinese immigrants in Toronto, Canada. Soc Sci Med 67(9):1410–1422
Deri C (2005) Social networks and health service utilization. J Health Econ 24(6):1076–1107
Fung KP-L, Liu JJW, Sin R, Bender A, Shakya Y, Butt N, Wong JP-H (2022) Exploring mental illness stigma among Asian men mobilized to become Community Mental Health Ambassadors in Toronto Canada. Ethn Health 27(1):100–118
Lipson JG, Dibble SL, Minarik PA (1996) Culture & nursing care: a pocket guide. eweb:159515. https://repository.library.georgetown.edu/handle/10822/889859
Barican JL, Yung D, Schwartz C, Zheng Y, Georgiades K, Waddell C (2022) Prevalence of childhood mental disorders in high-income countries: a systematic review and meta-analysis to inform policymaking. Evid Based Ment Health 25(1):36–44
Mental Health Commission of Canada (2014) Overview of mental health data in Canada. https://www.mentalhealthcommission.ca/wp-content/uploads/drupal/2018-11/Overview_of_Mental_Health_Data_in_Canada.pdf
Dunlop S, Coyte PC, McIsaac W (2000) Socio-economic status and the utilisation of physicians’ services: results from the Canadian National Population Health Survey. Soc Sci Med 51(1):123–133
Funding
Funding was provided by Canadian Institutes of Health Research.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Appendix
Appendix
See Fig. 3 and Tables 4, 5, 6.
Rights and permissions
About this article
Cite this article
Emerson, S.D., Petteni, M.G., Puyat, J.H. et al. Neighbourhood context and diagnosed mental health conditions among immigrant and non-immigrant youth: a population-based cohort study in British Columbia, Canada. Soc Psychiatry Psychiatr Epidemiol 58, 693–709 (2023). https://doi.org/10.1007/s00127-022-02301-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00127-022-02301-2