Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs
A high proportion of U.S. health care costs are attributable to a relatively small proportion of patients. Understanding behavioral and social factors that predict initial and persistent high costs for these “high utilizers” is critical for health policy-makers. This prospective observational study...
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doaj-5ac168a8f68d47239a2ec0e84ffaac1f2020-11-25T01:31:27ZengElsevierPreventive Medicine Reports2211-33552018-09-0111154159Association of behavioral health factors and social determinants of health with high and persistently high healthcare costsStacy Sterling0Felicia Chi1Constance Weisner2Richard Grant3Alix Pruzansky4Sandy Bui5Philip Madvig6Robert Pearl7Division of Research, Kaiser Permanente Northern California, United States; Corresponding author at: Division of Research, Kaiser Permanente Northern California, 2000 Broadway, 3rd Floor, Oakland, CA 94612-2403, United States.Division of Research, Kaiser Permanente Northern California, United StatesDivision of Research, Kaiser Permanente Northern California, United States; University of California, San Francisco, United StatesDivision of Research, Kaiser Permanente Northern California, United StatesThe Permanente Medical Group, United StatesThe Permanente Medical Group, United StatesThe Permanente Medical Group, United StatesThe Permanente Medical Group, United StatesA high proportion of U.S. health care costs are attributable to a relatively small proportion of patients. Understanding behavioral and social factors that predict initial and persistent high costs for these “high utilizers” is critical for health policy-makers. This prospective observational study was conducted at Kaiser Permanente Northern California (KPNC), an integrated healthcare delivery system with 4.1 million members. A stratified random sample of high-cost vs. non-high-cost adult KPNC members matched by age, gender, race/ethnicity, type of health insurance, and medical severity (N = 378) was interviewed between 3/14/2013 and 3/20/2014. Data on health care costs and clinical diagnoses between 1/1/2008 and 12/31/2012 were derived from the electronic health record (EHR). Social-economic status, depression symptoms, adverse childhood experiences (ACEs), interpersonal violence, financial stressors, neighborhood environment, transportation access, and patient activation and engagement were obtained through telephone interviews. Initial and subsequent high-cost status were defined as being classified in top 20% cost levels over 1/1/2009–12/31/2011 and 1/1/2012–12/31/2012, respectively. Psychiatric diagnosis (OR 2.55, 95% CI 1.52–4.29, p < 0.001), financial stressors (OR 1.97, 95% CI 1.19–3.26, p = 0.009), and ACEs (OR 1.10, 95% CI 1.00–1.20, p = 0.051) predicted initial high-cost status. ACEs alone predicted persistent high-cost status in the subsequent year (OR 1.12, 95% CI 1.00–1.25, p = 0.050). Non-medical factors such as psychiatric problems, financial stressors and adverse childhood experiences contribute significantly to the likelihood of high medical utilization and cost. Efforts to predict and reduce high utilization must include measuring and potentially addressing these factors. Keywords: Social determinants of health, Behavioral health, High utilizer, Cost, ACEshttp://www.sciencedirect.com/science/article/pii/S221133551830113X |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Stacy Sterling Felicia Chi Constance Weisner Richard Grant Alix Pruzansky Sandy Bui Philip Madvig Robert Pearl |
spellingShingle |
Stacy Sterling Felicia Chi Constance Weisner Richard Grant Alix Pruzansky Sandy Bui Philip Madvig Robert Pearl Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs Preventive Medicine Reports |
author_facet |
Stacy Sterling Felicia Chi Constance Weisner Richard Grant Alix Pruzansky Sandy Bui Philip Madvig Robert Pearl |
author_sort |
Stacy Sterling |
title |
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
title_short |
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
title_full |
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
title_fullStr |
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
title_full_unstemmed |
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
title_sort |
association of behavioral health factors and social determinants of health with high and persistently high healthcare costs |
publisher |
Elsevier |
series |
Preventive Medicine Reports |
issn |
2211-3355 |
publishDate |
2018-09-01 |
description |
A high proportion of U.S. health care costs are attributable to a relatively small proportion of patients. Understanding behavioral and social factors that predict initial and persistent high costs for these “high utilizers” is critical for health policy-makers. This prospective observational study was conducted at Kaiser Permanente Northern California (KPNC), an integrated healthcare delivery system with 4.1 million members. A stratified random sample of high-cost vs. non-high-cost adult KPNC members matched by age, gender, race/ethnicity, type of health insurance, and medical severity (N = 378) was interviewed between 3/14/2013 and 3/20/2014. Data on health care costs and clinical diagnoses between 1/1/2008 and 12/31/2012 were derived from the electronic health record (EHR). Social-economic status, depression symptoms, adverse childhood experiences (ACEs), interpersonal violence, financial stressors, neighborhood environment, transportation access, and patient activation and engagement were obtained through telephone interviews. Initial and subsequent high-cost status were defined as being classified in top 20% cost levels over 1/1/2009–12/31/2011 and 1/1/2012–12/31/2012, respectively. Psychiatric diagnosis (OR 2.55, 95% CI 1.52–4.29, p < 0.001), financial stressors (OR 1.97, 95% CI 1.19–3.26, p = 0.009), and ACEs (OR 1.10, 95% CI 1.00–1.20, p = 0.051) predicted initial high-cost status. ACEs alone predicted persistent high-cost status in the subsequent year (OR 1.12, 95% CI 1.00–1.25, p = 0.050). Non-medical factors such as psychiatric problems, financial stressors and adverse childhood experiences contribute significantly to the likelihood of high medical utilization and cost. Efforts to predict and reduce high utilization must include measuring and potentially addressing these factors. Keywords: Social determinants of health, Behavioral health, High utilizer, Cost, ACEs |
url |
http://www.sciencedirect.com/science/article/pii/S221133551830113X |
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