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Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients.

Publication ,  Journal Article
Maciejewski, ML; Greene, L; Grubber, JM; Blalock, DV; Jacobs, J; Rao, M; Zulman, DM; Smith, VA
Published in: Health Serv Res
February 2024

OBJECTIVE: Social risks complicate patients' ability to manage their conditions and access healthcare, but their association with health expenditures is not well established. To identify patient-reported social risk, behavioral, and health factors associated with health expenditures in Veterans Affairs (VA) patients at high risk for hospitalization or death. DATA SOURCES, STUDY SETTING, AND STUDY DESIGN: Prospective cohort study among high-risk Veterans obtaining VA care. Patient-reported social risk, function, and other measures derived from a 2018 survey sent to 10,000 VA patients were linked to clinical and demographic characteristics extracted from VA data. Response-weighted generalized linear and marginalized two-part models were used to examine VA expenditures (total, outpatient, medication, inpatient) 1 year after survey completion in adjusted models. PRINCIPAL FINDINGS: Among 4680 survey respondents, the average age was 70.9 years, 6.3% were female, 16.7% were African American, 20% had body mass index ≥35, 42.4% had difficulty with two or more basic or instrumental activities of daily living, 19.3% reported transportation barriers, 12.5% reported medication insecurity and 21.8% reported food insecurity. Medication insecurity was associated with lower outpatient expenditures (-$1859.51 per patient per year, 95% confidence interval [CI]: -3200.77 to -518.25) and lower total expenditures (-$4304.99 per patient per year, 95% CI: -7564.87 to -1045.10). Transportation barriers were negatively associated with medication expenditures (-$558.42, 95% CI: -1087.93 to -31.91). Patients with one functional impairment had higher outpatient expenditures ($2997.59 per patient year, 95% CI: 1185.81-4809.36) than patients without functional impairments. No social risks were associated with inpatient expenditures. CONCLUSIONS: In this study of VA patients at high risk for hospitalization and mortality, few social and functional measures were independently associated with the costs of VA care. Individuals with functional limitations and those with barriers to accessing medications and transportation may benefit from targeted interventions to ensure that they are receiving the services that they need.

Duke Scholars

Published In

Health Serv Res

DOI

EISSN

1475-6773

Publication Date

February 2024

Volume

59

Issue

1

Start / End Page

e14243

Location

United States

Related Subject Headings

  • Veterans Health
  • Veterans
  • United States Department of Veterans Affairs
  • United States
  • Prospective Studies
  • Patient Reported Outcome Measures
  • Male
  • Humans
  • Health Policy & Services
  • Health Care Costs
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Maciejewski, M. L., Greene, L., Grubber, J. M., Blalock, D. V., Jacobs, J., Rao, M., … Smith, V. A. (2024). Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients. Health Serv Res, 59(1), e14243. https://doi.org/10.1111/1475-6773.14243
Maciejewski, Matthew L., Liberty Greene, Janet M. Grubber, Dan V. Blalock, Josephine Jacobs, Mayuree Rao, Donna M. Zulman, and Valerie A. Smith. “Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients.Health Serv Res 59, no. 1 (February 2024): e14243. https://doi.org/10.1111/1475-6773.14243.
Maciejewski ML, Greene L, Grubber JM, Blalock DV, Jacobs J, Rao M, et al. Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients. Health Serv Res. 2024 Feb;59(1):e14243.
Maciejewski, Matthew L., et al. “Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients.Health Serv Res, vol. 59, no. 1, Feb. 2024, p. e14243. Pubmed, doi:10.1111/1475-6773.14243.
Maciejewski ML, Greene L, Grubber JM, Blalock DV, Jacobs J, Rao M, Zulman DM, Smith VA. Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients. Health Serv Res. 2024 Feb;59(1):e14243.
Journal cover image

Published In

Health Serv Res

DOI

EISSN

1475-6773

Publication Date

February 2024

Volume

59

Issue

1

Start / End Page

e14243

Location

United States

Related Subject Headings

  • Veterans Health
  • Veterans
  • United States Department of Veterans Affairs
  • United States
  • Prospective Studies
  • Patient Reported Outcome Measures
  • Male
  • Humans
  • Health Policy & Services
  • Health Care Costs