| Literature DB >> 31158026 |
Yingzhe Yuan1, Kali S Thomas2, Austin B Frakt3, Steven D Pizer4, Melissa M Garrido5.
Abstract
The Veteran-Directed Care (VDC) program facilitates independent community living among adults with multiple chronic conditions and functional limitations. Family caregivers value the choice and flexibility afforded by VDC, but rigorous evidence to support its impact on health care costs and use is needed. We identified veterans enrolled in VDC in fiscal year 2017 and investigated differences in hospital admissions and costs after initial receipt of VDC services. We compared VDC service recipients to a matched comparison group of veterans receiving homemaker or home health aide, home respite, and adult day health care services and found similar decreases in hospital use and costs from before to after enrollment in the groups. Further investigation into trends of nursing home use, identification of veterans most likely to benefit from VDC, and relative costs of operating VDC versus other purchased care programs is needed, but our results suggest that VDC remains a valuable option for supporting veterans and caregivers.Entities:
Keywords: Caregivers; Veterans; costs; older adults; participant-directed care; workforce
Mesh:
Year: 2019 PMID: 31158026 PMCID: PMC6781229 DOI: 10.1377/hlthaff.2019.00020
Source DB: PubMed Journal: Health Aff (Millwood) ISSN: 0278-2715 Impact factor: 6.301
Characteristics of enrollees in the Veteran-Directed Care (VDC) program and comparison groups
SOURCE Authors’ analysis of aggregated patient data for 2015–18 from the Veterans Health Administration. NOTES VDC veterans were those at a site with an active VDC program who received their first VDC visit in fiscal year 2017. “Active comparison group” refers to veterans who received a purchased care service (homemaker or home health aide, home respite, or contract adult day health care), but not a VDC service, at a site with an active VDC program (defined in the text) in FY 2017. “Inactive comparison group” refers to veterans who received a purchased care service, but not a VDC service, at any of the seventeen sites in our sample without an active VDC program in FY 2017. There were missing observations for some characteristics: 12 for urban location, 3 for enrollment priority, 6,698 for Medicaid eligibility, 12 for receipt of aid and attendance benefits (explained in the text), 1 for age, 835 for the mean Nosos risk score (explained in the text), and 373 for the mean Care Assessment Needs (CAN) score (explained in the text). We used chi-square tests to compare the differences across the three groups in sex; urban location; enrollment priority; Medicaid eligibility; receipt of aid and attendance benefits; and traumatic brain injury, dementia, and spinal cord injury admissions. Analysis-of-variance tests were run to compare differences across the three groups in age, Elixhauser Comorbidity Index score, Nosos risk score, and CAN score. SD is standard deviation.
| Comparison group | |||||
|---|---|---|---|---|---|
| Characteristic | Inactive | Active | VDC veterans | All | p value |
| Male (%) | 94.3 | 94.3 | 94.6 | 94.3 | |
| White (%) | 76.5 | 74.5 | 72.1 | 75.2 | |
| Urban location (%) | 60.6 | 65.8 | 58.7 | 63.5 | |
| Enrollment priority (%) | 15.0 | 14.4 | 19.7 | 14.8 | |
| Medicaid eligible (%) | 0.7 | 0.8 | 0.7 | 0.8 | |
| Aid and attendance receipt (%) | 13.7 | 14.5 | 19.7 | 14.3 | |
| Traumatic brain injury (%) | 1.5 | 1.6 | 2.5 | 1.6 | |
| Dementia (%) | 26.3 | 26.7 | 26.6 | 26.6 | |
| Spinal cord injury (%) | 2.4 | 3.2 | 6.9 | 3.0 | |
| Mean age (years) (SD) | 76(12) | 77(12) | 74(14) | 77(12) | |
| Mean Elixhauser Comorbidity Index score (SD) | 4.5 (3.0) | 4.2 (3.0) | 4.3(3.1) | 4.3 (3.0) | |
| Mean Nosos risk score (SD) | 3.3(3.1) | 3.0(3.1) | 3.8(4.1) | 3.2 (3.2) | |
| Mean CAN score (SD) | 0.12(0.15) | 0.12(0.15) | 0.11 (0.15) | 0.12(0.15) | |
| Mortality in 12-month follow-up period (%) | 22.2 | 21.7 | 22.6 | 21.9 | |
p < 0:05
p < 0:01
p < 0:001
EXHIBIT 2Percent of veterans with acute and ambulatory care–sensitive (ACS) hospital admissions, by month before and after the start of service receipt
SOURCE Authors’ analysis of aggregated encounter data for 2015–18 from the Veterans Health Administration. NOTES The months are thirty-day periods relative to the service initiation date of the Veteran-Directed Care (VDC) program or another purchased care program. Only hospitalizations from the Veterans Health Administration were included. VDC veterans and the “active comparison group” and “inactive comparison group” are explained in the notes to exhibit 1.
EXHIBIT 3Mean cost of veterans’ inpatient care, by month before and after the start of service receipt
SOURCE Authors’ analysis of aggregated encounter data and all-cause hospitalization cost data for 2015–18 from the Veterans Health Administration. NOTES Veteran-Directed Care (VDC) veterans and the “active comparison group” and “inactive comparison group” are explained in the notes to exhibit 1. The months are explained in the notes to exhibit 2. Costs include only those attributed to an acute hospitalization in the Veterans Health Administration. Two hospitalizations were excluded as extreme outliers. Cost data for twenty-seven hospitalizations that lasted after the end of the study were excluded.
Relationships among receipt of Veteran-Directed Care (VDC) and changes in hospital use and costs over time
SOURCE Authors’ analysis of aggregated encounter and all-cause hospitalization cost data for 2015–18 from the Veterans Health Administration (VHA). NOTES Costs include only those attributed to an acute hospitalization in the VHA. We regressed outcomes on the indicators for receipt of VDC in the post period, indicators for receipt of other purchased care services in the post period in comparison sites without an active VDC program in fiscal year 2017, and month. In matched models, we used coarsened exact matching to create groups of recipients and nonrecipients of VDC with similar sociodemographic and clinical characteristics. Full details of the models are in the online appendix (see note 26 in text). CI is confidence interval.
| Hospital admissions | Hospitalization costs ($) | |||
|---|---|---|---|---|
| Model | Odds ratio | 95% Cl | Average incremental effect | 95% Cl |
| Unmatched fixed effects | 0.83 | (0.68, 1.02) | −358 | (−687, −29) |
| Matched fixed effects | 0.86 | (0.75, 0.99) | −274 | (−468, −79) |
| Unmatched population-averaged | 0.92 | (0.80, 1.06) | −149 | (−452, 153) |
| Matched population-averaged | 0.90 | (0.81, 1.01) | −163 | (−325, −2) |
| Unmatched fixed effects | 1.09 | (0.71, 1.39) | —[ | —[ |
| Matched fixed effects | 1.15 | (0.83, 1.58) | —[ | —[ |
| Unmatched population-averaged | 1.03 | (0.76, 1.40) | —[ | —[ |
| Matched population-averaged | 1.05 | (0.83, 1.33) | —[ | —[ |
Sparse data on ambulatory care–sensitive hospital admission costs precluded multivariable analyses.
p < 0:1
p < 0:05
p < 0:01