Objective To describe how a partnered evaluation of the Whole Health (WH) system of care—comprised of the WH pathway, clinical care, and well‐being programs—produced patient outcomes findings, which informed Veterans Health Administration (VA) policy and system change. Data Sources Electronic health records (EHR)‐based cohort of 1,368,413 patients and a longitudinal survey of Veterans receiving care at 18 WH pilot medical centers. Study Design In partnership with VA operations, we focused the evaluation on the impact of WH services utilization on Veterans' (1) use of opioids and (2) care experiences, care engagement, and well‐being. Outcomes were compared between Veterans who did and did not use WH services identified from the EHR. Data Collection Pharmacy records and WH service data were obtained from the VA EHR, including WH coaching, peer‐led groups, personal health planning, and complementary, integrative health therapies. We surveyed veterans at baseline and 6 months to measure patient‐reported outcomes. Principal Findings Opioid use decreased 23% (31.5–6.5) to 38% (60.3–14.4) among WH users depending on level of WH use compared to a secular 11% (12.0–9.9) decrease among Veterans using Conventional Care. Compared to Conventional Care users, WH users reported greater improvements in perceptions of care (SMD = 0.138), engagement in health care (SMD = 0.118) and self‐care (SMD = 0.1), life meaning and purpose (SMD = 0.152), pain (SMD = 0.025), and perceived stress (SMD = 0.191). Conclusions Evidence developed through this partnership yielded key VA policy changes to increase Veteran access to WH services. Findings formed the foundation of a congressionally mandated report in response to the Comprehensive Addiction and Recovery Act, highlighting the value of WH and complementary, integrative health and well‐being programs for Veterans with pain. Findings subsequently informed issuance of an Executive Decision Memo mandating the integration of WH into mental health and primary care across VA, now one lane of modernization for VA.
Objective To examine whether nurse practitioner (NP)‐assigned patients exhibited differences in utilization, costs, and clinical outcomes compared to medical doctor (MD)‐assigned patients. Data Sources Veterans Affairs (VA) administrative data capturing characteristics, outcomes, and provider assignments of 806 434 VA patients assigned to an MD primary care provider (PCP) who left VA practice between 2010 and 2012. Study Design We applied a difference‐in‐difference approach comparing outcomes between patients reassigned to MD and NP PCPs, respectively. We examined measures of outpatient (primary care, specialty care, and mental health) and inpatient (total and ambulatory care sensitive hospitalizations) utilization, costs (outpatient, inpatient and total), and clinical outcomes (control of hemoglobin A1c, LDL, and blood pressure) in the year following reassignment. Principal Findings Compared to MD‐assigned patients, NP‐assigned patients were less likely to use primary care and specialty care services and incurred fewer total and ambulatory care sensitive hospitalizations. Differences in costs, clinical outcomes, and receipt of diagnostic tests between groups were not statistically significant. Conclusions Patients reassigned to NPs experienced similar outcomes and incurred less utilization at comparable cost relative to MD patients. NPs may offer a cost‐effective approach to addressing anticipated shortages of primary care physicians.
We explore the sexual orientation wage gap across four race and ethnic groups in the 2000 U.S. Census: Asian, black, Hispanic, and white. Using decomposition analysis, we explore if racial minority groups experience the same pattern of sexual orientation wage differences as their white counterparts, and how racial and sexual orientation wage differences interact over the distribution of wages. For men, we show a combined unexplained penalty greater than the sum of their individual unexplained race and sexual‐orientation differentials. Racial minority lesbians, however, earn higher wages than what the sum of their racial and sexual‐orientation analyses would suggest.
Background Interest in complementary and integrative health (CIH) approaches, such as meditation, yoga, and acupuncture, continues to grow. The evidence of effectiveness for some CIH approaches has increased in the last decade, especially for pain, with many being recommended in varying degrees in national guidelines. To offer nonpharmacological health management options and meet patient demand, the nation’s largest integrated healthcare system, the Veterans Health Administration (VA), greatly expanded their provision of CIH approaches recently. Objective This paper addressed the questions of how many VA patients might use CIH approaches and chiropractic care if they were available at modest to no fee, and would patients with some health conditions or characteristics be more likely than others to use these therapies. Design Using electronic medical records, we conducted a national, three-year, retrospective analysis of VA patients’ use of eleven VA-covered therapies: chiropractic care, acupuncture, Battlefield Acupuncture, biofeedback, clinical hypnosis, guided imagery, massage therapy, meditation, Tai Chi/Qigong, and yoga. Participants We created a national cohort of veterans using VA healthcare from October 2016–September 2019. Key Results Veterans’ use of these approaches increased 70% in three years. By 2019, use was 5.7% among all VA patients, but highest among patients with chronic musculoskeletal pain (13.9%), post-traumatic stress disorder (PTSD; 10.6%), depression (10.4%), anxiety (10.2%), or obesity (7.8%). The approach used varied by age and race/ethnicity, with women being uniformly more likely than men to use each approach. Patients having chronic musculoskeletal pain, obesity, anxiety, depression, or PTSD were more likely than others to use each of the approaches. Conclusions Veterans’ use of some approaches rapidly grew recently and was robust, especially among patients most in need. This information might help shape federal/state health policy on the provision of evidence-based CIH approaches and guide other healthcare institutions considering providing them.
Objective Veterans Healthcare Administration (VHA) conducted a large demonstration project of a holistic Whole Health approach to care in 18 medical centers, which included making complementary and integrative health (CIH) therapies more widely available. This evaluation examines patterns of service use among Veterans with chronic pain, comparing those with and without PTSD. Methods We assessed the use of Whole Health services in a cohort of Veterans with co-occurring chronic pain and PTSD (n = 1698; 28.9%), comparing them to Veterans with chronic musculoskeletal pain only (n = 4170; 71.1%). Data was gathered from VA electronic medical records and survey self-report. Whole Health services were divided into Core Whole Health services (e.g., Whole Health coaching) and CIH services (e.g., yoga). Logistic regression was used to determine whether Veterans with co-occurring chronic pain and PTSD utilized more Whole Health services compared to Veterans with chronic pain but without PTSD. Results A total of 40.1% of Veterans with chronic pain and PTSD utilized Core Whole Health services and 53.2% utilized CIH therapies, compared to 28.3% and 40.0%, respectively, for Veterans with only chronic pain. Adjusting for demographics and additional comorbidities, Veterans with comorbid chronic pain and PTSD were 1.24 ( 95% CI: 1.12, 1.35, P ≤ .001) times more likely than Veterans with chronic pain only to use Core Whole Health services, and 1.23 ( 95% CI: 1.14, 1.31, P ≤ .001) times more likely to use CIH therapies. Survey results also showed high interest levels in Core Whole Health services and CIH therapies among Veterans who were not already using these services. Conclusion Early implementation efforts in VHA led to high rates of use of Core Whole Health and CIH therapy use among Veterans with co-occurring chronic pain and PTSD. Future assessments should examine how well these additional services are meeting the needs of Veterans in both groups.
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