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Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Physical and Behavioral Health Diagnoses and Comorbidities Associated With Transition From Military Health System to
Nikki R Wooten1,2, Megan E Amaun3, Madeleine Myers4
1College of Social Work, University of South Carolina, Columbia, South Carolina, USA.
Objective:
To identify factors associated with transitioning from Military Health System (MHS) to Veterans Health Administration (VHA) care in post-9/11 veterans.
Study Setting And Design:
Retrospective cohort study from the Long-Term Impact of Military-Relevant Brain Injury Consortium Phenotype Study.
Data Sources And Analytic Sample:
Population-level data were analyzed from MHS and VHA electronic health data (FY2000-2020). Participants received ≥ 3 years of MHS care and separated from the military before October 1, 2016. The primary outcome was transition from MHS to VHA care after military separation. Covariates included demographic, military, and deployment characteristics at military separation; physical, mental, and substance use disorder (SUD) diagnoses, behavioral risk factors, and multimorbidity 2 years before military separation.
Principal Findings:
Among 1,594,869 post-9/11 veterans, 81.9% were male, 54.2% active-duty, and 48.8% were ages 25-34. Of the 78% that transitioned to VHA care, 70% had combat deployments, 17.5% were women, and 38.5% were Asian/Pacific Islander, Black, Hispanic, or Native American. Pain (55.8%) and smoking history (40.8%) were most prevalent 2 years before military separation. Post-9/11 veterans diagnosed with schizophrenia [average marginal effect (AME): 0.096, 95% CI: 0.0084-0.108] had a higher probability of transitioning to VHA care. Multimorbidity of TBI, PTSD, SUD, depression, or pain was associated with increased probability of transitioning to VHA care (AME: 0.043, 95% CI: 0.042-0.044). National Guard (AME: 0.089, 95% CI: 0.087-0.091) members transitioned more often than active duty members. Biracial/multiracial/multiethnic members (AME: -0.389, 95% CI: -0.395 to -0.383) had a lower probability of transitioning to VHA care.
Conclusions:
Post-9/11 veterans with multimorbidity and significant disease burden experienced more MHS-VHA care transitions. Biracial/multiracial/multiethnic members may benefit from enhanced care coordination between the MHS and VHA to reduce disparities and improve population health in post-9/11 veterans. Future research should examine MHS-VHA care transitions in service members treated for suicidality.
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