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...

Full description

Bibliographic Details
Main Authors: Stacy Sterling, Felicia Chi, Constance Weisner, Richard Grant, Alix Pruzansky, Sandy Bui, Philip Madvig, Robert Pearl
Format: Article
Language:English
Published: Elsevier 2018-09-01
Series:Preventive Medicine Reports
Online Access:http://www.sciencedirect.com/science/article/pii/S221133551830113X
id doaj-5ac168a8f68d47239a2ec0e84ffaac1f
record_format Article
spelling 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
work_keys_str_mv AT stacysterling associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT feliciachi associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT constanceweisner associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT richardgrant associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT alixpruzansky associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT sandybui associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT philipmadvig associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
AT robertpearl associationofbehavioralhealthfactorsandsocialdeterminantsofhealthwithhighandpersistentlyhighhealthcarecosts
_version_ 1725086637629636608