Tiffany Fitzpatrick1, Laura C Rosella2, Andrew Calzavara3, Jeremy Petch4, Andrew D Pinto5, Heather Manson6, Vivek Goel7, Walter P Wodchis8. 1. Public Health Ontario. 2. Public Health Ontario; Institute for Clinical Evaluative Sciences; Dalla Lana School of Public Health. Electronic address: laura.rosella@utoronto.ca. 3. Institute for Clinical Evaluative Sciences. 4. Healthy Debate; St Michael's Hospital. 5. St Michael's Hospital; Centre for Research on Inner City Health. 6. Public Health Ontario; Dalla Lana School of Public Health. 7. Public Health Ontario; Institute for Clinical Evaluative Sciences; Dalla Lana School of Public Health; Institute of Health Management Policy and Evaluation, University of Toronto. 8. Institute for Clinical Evaluative Sciences; Institute of Health Management Policy and Evaluation, University of Toronto; Toronto Rehabilitation Institute, Toronto, Ontario, Canada.
Abstract
INTRODUCTION: Healthcare spending occurs disproportionately among a very small portion of the population. Research on these high-cost users (HCUs) of health care has been overwhelmingly cross-sectional in nature and limited to the few sociodemographic and clinical characteristics available in health administrative databases. This study is the first to bridge this knowledge gap by applying a population health lens to HCUs. We investigate associations between a broad range of SES characteristics and future HCUs. METHODS: A cohort of adults from two cycles of large, nationally representative health surveys conducted in 2003 and 2005 was linked to population-based health administrative databases from a universal healthcare plan for Ontario, Canada. Comprehensive person-centered estimates of annual healthcare spending were calculated for the subsequent 5 years following interview. Baseline HCUs (top 5%) were excluded and healthcare spending for non-HCUs was analyzed. Adjusted for predisposition and need factors, the odds of future HCU status (over 5 years) were estimated according to various individual, household, and neighborhood SES factors. Analyses were conducted in 2014. RESULTS: Low income (personal and household); less than post-secondary education; and living in high-dependency neighborhoods greatly increased the odds of future HCUs. After adjustment, future HCU status was most strongly associated with food insecurity, personal income, and non-homeownership. Living in highly deprived or low ethnic concentration neighborhoods also increased the odds of becoming an HCU. CONCLUSIONS: Findings suggest that addressing social determinants of health, such as food and housing security, may be important components of interventions aiming to improve health outcomes and reduce costs.
INTRODUCTION: Healthcare spending occurs disproportionately among a very small portion of the population. Research on these high-cost users (HCUs) of health care has been overwhelmingly cross-sectional in nature and limited to the few sociodemographic and clinical characteristics available in health administrative databases. This study is the first to bridge this knowledge gap by applying a population health lens to HCUs. We investigate associations between a broad range of SES characteristics and future HCUs. METHODS: A cohort of adults from two cycles of large, nationally representative health surveys conducted in 2003 and 2005 was linked to population-based health administrative databases from a universal healthcare plan for Ontario, Canada. Comprehensive person-centered estimates of annual healthcare spending were calculated for the subsequent 5 years following interview. Baseline HCUs (top 5%) were excluded and healthcare spending for non-HCUs was analyzed. Adjusted for predisposition and need factors, the odds of future HCU status (over 5 years) were estimated according to various individual, household, and neighborhood SES factors. Analyses were conducted in 2014. RESULTS: Low income (personal and household); less than post-secondary education; and living in high-dependency neighborhoods greatly increased the odds of future HCUs. After adjustment, future HCU status was most strongly associated with food insecurity, personal income, and non-homeownership. Living in highly deprived or low ethnic concentration neighborhoods also increased the odds of becoming an HCU. CONCLUSIONS: Findings suggest that addressing social determinants of health, such as food and housing security, may be important components of interventions aiming to improve health outcomes and reduce costs.
Authors: Beatrice A Boucher; Elizabeth Manafò; Meaghan R Boddy; Lynn Roblin; Rebecca Truscott Journal: Health Promot Chronic Dis Prev Can Date: 2017-09 Impact factor: 3.240