Skip to main content
Top
Published in: International Journal of Mental Health and Addiction 1/2020

01-02-2020 | Original Article

Social Determinants of Neighborhood Psychiatric Admissions: the Role of Open Data

Authors: Richard Doan, Adam Miettinen, Karin Doan

Published in: International Journal of Mental Health and Addiction | Issue 1/2020

Login to get access

Abstract

Open data programs offer health care planners the opportunity to investigate disparities in health care utilization in a simple and cost-effective manner. This study employs publicly available census and psychiatric inpatient admission data for a large North American city to explore the association between sociodemographic characteristics and admissions, with an emphasis on housing-related factors. A regression model demonstrates that adult neighborhood inpatient admissions are significantly associated with the proportions of residents in collective dwellings (including homeless shelters and group homes) and in deteriorated housing. Other significant predictors are the population proportions of those married or co-habiting and of visible minorities, as well as neighborhood crime rate. These findings suggest the role of housing as a social determinant of psychiatric inpatient treatment. The open data approach used can be applied to local efforts to address imbalance in inpatient treatment and to equitably allocate hospital beds.
Literature
go back to reference Beck, A. F., Sandel, M. T., Ryan, P. H., & Kahn, R. S. (2017). Mapping neighborhood health geomarkers to clinical care decisions to promote equity in child health. Health Affairs, 36, 999–1005.CrossRef Beck, A. F., Sandel, M. T., Ryan, P. H., & Kahn, R. S. (2017). Mapping neighborhood health geomarkers to clinical care decisions to promote equity in child health. Health Affairs, 36, 999–1005.CrossRef
go back to reference Community Services Committee, Toronto City Council. (2000). Issues related to lodging and boarding homes in the City of Toronto. Retrieved from http://webcache.googleusercontent.com/search?q=cache:8TwyIsPlbhYJ:www.toronto.ca/legdocs/2000/agendas/council/cc/cc000704/cms6rpt/cl010.pdf+&cd=1&hl=en&ct=clnk&gl=ca. Community Services Committee, Toronto City Council. (2000). Issues related to lodging and boarding homes in the City of Toronto. Retrieved from http://​webcache.​googleuserconten​t.​com/​search?​q=cache:8TwyIsPlbhYJ:www.toronto.ca/legdocs/2000/agendas/council/cc/cc000704/cms6rpt/cl010.pdf+&cd=1&hl=en&ct=clnk&gl=ca.
go back to reference Cramer, S., Losert, C., Schmauß, M., & Kilian, R. (2013). Associations between community characteristics and psychiatric admissions in an urban area. Social Psychiatry and Psychiatric Epidemiology, 48, 1797–1808.CrossRef Cramer, S., Losert, C., Schmauß, M., & Kilian, R. (2013). Associations between community characteristics and psychiatric admissions in an urban area. Social Psychiatry and Psychiatric Epidemiology, 48, 1797–1808.CrossRef
go back to reference Dalgard, O. S., & Tambs, K. (1997). Urban environment and mental health. A longitudinal study. The British Journal of Psychiatry, 171, 530–536.CrossRef Dalgard, O. S., & Tambs, K. (1997). Urban environment and mental health. A longitudinal study. The British Journal of Psychiatry, 171, 530–536.CrossRef
go back to reference Driessen, G., Gunther, N., & Van Os, J. (1998). Shared social environment and psychiatric disorder: a multilevel analysis of individual and ecological effects. Social Psychiatry and Psychiatric Epidemiology, 33, 606–612.CrossRef Driessen, G., Gunther, N., & Van Os, J. (1998). Shared social environment and psychiatric disorder: a multilevel analysis of individual and ecological effects. Social Psychiatry and Psychiatric Epidemiology, 33, 606–612.CrossRef
go back to reference Honer, W. G., Cervantes-Larios, A., Jones, A. A., Vila-Rodriguez, F., Montaner, J. S., Tran, H., et al. (2017). The hotel study—clinical and health service effectiveness in a cohort of homeless and marginally housed persons. Canadian Journal of Psychiatry, 62, 482–492.CrossRef Honer, W. G., Cervantes-Larios, A., Jones, A. A., Vila-Rodriguez, F., Montaner, J. S., Tran, H., et al. (2017). The hotel study—clinical and health service effectiveness in a cohort of homeless and marginally housed persons. Canadian Journal of Psychiatry, 62, 482–492.CrossRef
go back to reference Hughes, L. S., Phillips Jr., R. L., DeVoe, J. E., & Bazemore, A. W. (2016). Community vital signs: taking the pulse of the community while caring for patients. Journal of the American Board of Family Medicine, 29, 419–422.CrossRef Hughes, L. S., Phillips Jr., R. L., DeVoe, J. E., & Bazemore, A. W. (2016). Community vital signs: taking the pulse of the community while caring for patients. Journal of the American Board of Family Medicine, 29, 419–422.CrossRef
go back to reference Hwang, S. W., Weaver, J., Aubry, T., & Hoch, J. S. (2011). Hospital costs and length of stay among homeless patients admitted to medical, surgical, and psychiatric services. Medical Care, 49, 350–354.CrossRef Hwang, S. W., Weaver, J., Aubry, T., & Hoch, J. S. (2011). Hospital costs and length of stay among homeless patients admitted to medical, surgical, and psychiatric services. Medical Care, 49, 350–354.CrossRef
go back to reference Jarman, B., Hirsch, S., White, P., & Driscoll, R. (1992). Predicting psychiatric admission rates. British Medical Journal, 304, 1146–1151.CrossRef Jarman, B., Hirsch, S., White, P., & Driscoll, R. (1992). Predicting psychiatric admission rates. British Medical Journal, 304, 1146–1151.CrossRef
go back to reference Krieger, N., Chen, J. T., Waterman, P. D., Soobader, M.-J., Subramanian, S. V., & Carson, R. (2003). Choosing area based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the Public Health Disparities Geocoding Project (US). Journal of Epidemiology and Community Health, 57, 186–199.CrossRef Krieger, N., Chen, J. T., Waterman, P. D., Soobader, M.-J., Subramanian, S. V., & Carson, R. (2003). Choosing area based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the Public Health Disparities Geocoding Project (US). Journal of Epidemiology and Community Health, 57, 186–199.CrossRef
go back to reference Losert, C., Schmauß, M., Becker, T., & Kilian, R. (2012). Area characteristics and admission rates of people with schizophrenia and affective disorders in a German rural catchment area. Epidemiology and Psychiatric Sciences, 21, 371–379.CrossRef Losert, C., Schmauß, M., Becker, T., & Kilian, R. (2012). Area characteristics and admission rates of people with schizophrenia and affective disorders in a German rural catchment area. Epidemiology and Psychiatric Sciences, 21, 371–379.CrossRef
go back to reference Loureiro, A., Costa, C., Almendra, R., Freitas, A., & Santana, P. (2015). The socio-spatial context as a risk factor for hospitalization due to mental illness in the metropolitan areas of Portugal. Cadernos de Saúde Pública, Rio de Janeiro, 31 Sup, S219–231. Loureiro, A., Costa, C., Almendra, R., Freitas, A., & Santana, P. (2015). The socio-spatial context as a risk factor for hospitalization due to mental illness in the metropolitan areas of Portugal. Cadernos de Saúde Pública, Rio de Janeiro, 31 Sup, S219–231.
go back to reference Manseau, M. W. (2015). Economic inequality, poverty, and neighborhood deprivation. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 121–144). Washington, DC: American Psychiatric Publishing. Manseau, M. W. (2015). Economic inequality, poverty, and neighborhood deprivation. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 121–144). Washington, DC: American Psychiatric Publishing.
go back to reference Miller, G. H., Dear, M., & Streiner, D. L. (1986). A model for predicting utilization of psychiatric facilities. Canadian Journal of Psychiatry, 31, 424–430.CrossRef Miller, G. H., Dear, M., & Streiner, D. L. (1986). A model for predicting utilization of psychiatric facilities. Canadian Journal of Psychiatry, 31, 424–430.CrossRef
go back to reference Moustgaard, H., Joutsenniemi, K., & Martkiainen, P. (2014). Does hospital admission risk for depression vary across social groups? A population-based register study of 231,629 middle-aged Finns. Social Psychiatry and Psychiatric Epidemiology, 49, 15–25.CrossRef Moustgaard, H., Joutsenniemi, K., & Martkiainen, P. (2014). Does hospital admission risk for depression vary across social groups? A population-based register study of 231,629 middle-aged Finns. Social Psychiatry and Psychiatric Epidemiology, 49, 15–25.CrossRef
go back to reference Phongsavan, P., Chey, T., Bauman, A., Brooks, R., & Silove, D. (2006). Social capital, socio-economic status and psychological distress among Australian adults. Social Science & Medicine, 63, 2546–2561.CrossRef Phongsavan, P., Chey, T., Bauman, A., Brooks, R., & Silove, D. (2006). Social capital, socio-economic status and psychological distress among Australian adults. Social Science & Medicine, 63, 2546–2561.CrossRef
go back to reference Sandel, M., Faugno, E., Mingo, A., Cannon, J., Byrd, K., Acevedo Garcia, D., et al. (2016). Neighborhood-level interventions to improve childhood opportunity and lift children out of poverty. Academic Pediatrics, 16, S128–S135.CrossRef Sandel, M., Faugno, E., Mingo, A., Cannon, J., Byrd, K., Acevedo Garcia, D., et al. (2016). Neighborhood-level interventions to improve childhood opportunity and lift children out of poverty. Academic Pediatrics, 16, S128–S135.CrossRef
go back to reference Shim, R. S., Compton, M. T., Manseau, M. W., Koplan, C., Langheim, F. J., & Powers, R. A. (2015). Overview of the social determinants of mental health. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 1–21). Washington, DC: American Psychiatric Publishing. Shim, R. S., Compton, M. T., Manseau, M. W., Koplan, C., Langheim, F. J., & Powers, R. A. (2015). Overview of the social determinants of mental health. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 1–21). Washington, DC: American Psychiatric Publishing.
go back to reference StataCorp. (2016). Stata statistical software: release 14.2. College Station: StataCorp LP. StataCorp. (2016). Stata statistical software: release 14.2. College Station: StataCorp LP.
go back to reference Suglia, S. F., Chambers, E., & Sandel, M. T. (2015). Poor housing quality and housing instability. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 171–192). Washington, DC: American Psychiatric Publishing. Suglia, S. F., Chambers, E., & Sandel, M. T. (2015). Poor housing quality and housing instability. In M. T. Compton & R. S. Shim (Eds.), The social determinants of mental health (pp. 171–192). Washington, DC: American Psychiatric Publishing.
go back to reference Sundquist, K., & Ahlen, H. (2006). Neighbourhood income and mental health: a multilevel follow-up study of psychiatric hospital admissions among 4.5 million women and men. Health & Place, 12, 594–602.CrossRef Sundquist, K., & Ahlen, H. (2006). Neighbourhood income and mental health: a multilevel follow-up study of psychiatric hospital admissions among 4.5 million women and men. Health & Place, 12, 594–602.CrossRef
go back to reference Van Loenen, T., Faber, M. J., Westert, G. P., & Van den Berg, M. J. (2016). The impact of primary care organization on avoidable hospital admissions for diabetes in 23 countries. Scandinavian Journal of Primary Health Care, 34, 5–12.CrossRef Van Loenen, T., Faber, M. J., Westert, G. P., & Van den Berg, M. J. (2016). The impact of primary care organization on avoidable hospital admissions for diabetes in 23 countries. Scandinavian Journal of Primary Health Care, 34, 5–12.CrossRef
go back to reference Westfall, J. M. (2013). Cold-spotting: linking primary care and public health to create communities of solution. Journal of the American Board of Family Medicine, 26, 239–240.CrossRef Westfall, J. M. (2013). Cold-spotting: linking primary care and public health to create communities of solution. Journal of the American Board of Family Medicine, 26, 239–240.CrossRef
go back to reference Wilson-Genderson, M., & Pruchno, R. (2013). Effects of neighborhood violence and perceptions of neighborhood safety on depressive symptoms of older adults. Social Science & Medicine, 85, 43–49.CrossRef Wilson-Genderson, M., & Pruchno, R. (2013). Effects of neighborhood violence and perceptions of neighborhood safety on depressive symptoms of older adults. Social Science & Medicine, 85, 43–49.CrossRef
Metadata
Title
Social Determinants of Neighborhood Psychiatric Admissions: the Role of Open Data
Authors
Richard Doan
Adam Miettinen
Karin Doan
Publication date
01-02-2020
Publisher
Springer US
Published in
International Journal of Mental Health and Addiction / Issue 1/2020
Print ISSN: 1557-1874
Electronic ISSN: 1557-1882
DOI
https://doi.org/10.1007/s11469-018-9947-z

Other articles of this Issue 1/2020

International Journal of Mental Health and Addiction 1/2020 Go to the issue