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    Date Issued2019 (1)2018 (1)2017 (1)Author
    Midboe, Amanda M. (3)
    Bair, Matthew J. (1)Becker, William C. (1)Byrne, Thomas (1)Fenton, Brenda T. (1)View MoreUMass Chan AffiliationDepartment of Psychiatry (1)Department of Quantitative Health Sciences (1)Department of Quantitative Health Sciences, Division of Health Informatics and Implementation Science (1)Document TypeJournal Article (3)KeywordHealth Services Administration (2)Military and Veterans Studies (2)Substance Abuse and Addiction (2)Chronic pain (1)electronic mail (1)View MoreJournalAddictive behaviors (1)Health affairs (Project Hope) (1)Journal of medical Internet research (1)

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    The Opioid Epidemic In Veterans Who Were Homeless Or Unstably Housed

    Midboe, Amanda M.; Byrne, Thomas; Smelson, David A.; Jasuja, Guneet; McInnes, Keith; Troszak, Lara K. (2019-08-01)
    Veterans who are homeless or unstably housed are at increased risk for opioid-related morbidity and mortality. However, there is a limited understanding of the scope of the opioid epidemic and gaps in care for these populations. We conducted a retrospective observational study to examine opioid use disorder (OUD) in a national sample of veterans who accessed specialized homeless programs in the Veterans Health Administration. Additionally, in a subgroup of veterans with a history of OUD, we examined several opioid-related measures: opioid dose, concomitant opioid-benzodiazepine prescribing, and receipt of medication for addiction treatment (MAT) and overdose prevention medication (naloxone). Rates of OUD history varied significantly across age, gender, and program type. Among the subgroup of homeless veterans with an OUD history, prescribing practices and rates of MAT and naloxone receipt varied significantly by age and specialized homeless program. Rates of receipt of MAT and naloxone were moderate and low, respectively, indicating opportunities for program-specific interventions.
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    Mixed methods formative evaluation of a collaborative care program to decrease risky opioid prescribing and increase non-pharmacologic approaches to pain management

    Becker, William C.; Mattocks, Kristin M.; Frank, Joseph W.; Bair, Matthew J.; Jankowski, Rebecca L.; Kerns, Robert D.; Painter, Jacob T.; Fenton, Brenda T.; Midboe, Amanda M.; Martino, Steve (2018-03-08)
    INTRODUCTION: Opioid prescribing and subsequent rates of serious harms have dramatically increased in the past two decades, yet there are still significant barriers to reduction of risky opioid regimens. This formative evaluation utilized a mixed-methods approach to identify barriers and factors that may facilitate the successful implementation of Primary Care-Integrated Pain Support (PIPS), a clinical program designed to support the reduction of risky opioid regimens while increasing the uptake of non-pharmacologic treatment modalities. METHODS: Eighteen Department of Veterans Affairs (VA) employees across three sites completed a survey consisting of the Organizational Readiness for Implementing Change (ORIC) scale; a subset of these individuals (n=9) then completed a semi-structured qualitative phone interview regarding implementing PIPS within the VA. ORIC results were analyzed using descriptive statistics while interview transcripts were coded and sorted according to qualitative themes. RESULTS: Quantitative analysis based on ORIC indicated high levels of organizational readiness to implement PIPS. Interview analysis revealed several salient themes: system-level barriers such as tension among various pain management providers; patient-level barriers such as perception of support and tension between patient and provider; and facilitating factors of PIPS, such as the importance of the clinical pharmacist role. CONCLUSIONS: While organizational readiness for implementing PIPS appears high, modifications to our implementation facilitation strategy (e.g., establishing clinical pharmacists as champions; marketing PIPS to leadership as a way to improve VA opioid safety metrics) may improve capacity of the sites to implement PIPS successfully.
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    Patient Use of Electronic Prescription Refill and Secure Messaging and Its Association With Undetectable HIV Viral Load: A Retrospective Cohort Study

    McInnes, D. Keith; Shimada, Stephanie L.; Midboe, Amanda M.; Nazi, Kim M.; Zhao, Shibei; Wu, Justina; Garvey, Casey M.; Houston, Thomas K. (2017-02-15)
    BACKGROUND: Electronic personal health records (PHRs) can support patient self-management of chronic conditions. Managing human immunodeficiency virus (HIV) viral load, through taking antiretroviral therapy (ART) is crucial to long term survival of persons with HIV. Many persons with HIV have difficulty adhering to their ART over long periods of time. PHRs contribute to chronic disease self-care and may help persons with HIV remain adherent to ART. Proportionally veterans with HIV are among the most active users of the US Department of Veterans Affairs (VA) PHR, called My HealtheVet. Little is known about whether the use of the PHR is associated with improved HIV outcomes in this population. OBJECTIVE: The objective of this study was to investigate whether there are associations between the use of PHR tools (electronic prescription refill and secure messaging [SM] with providers) and HIV viral load in US veterans. METHODS: We conducted a retrospective cohort study using data from the VA's electronic health record (EHR) and the PHR. We identified veterans in VA care from 2009-2012 who had HIV and who used the PHR. We examined which ones had achieved the positive outcome of suppressed HIV viral load, and whether achievement of this outcome was associated with electronic prescription refill or SM. From 18,913 veterans with HIV, there were 3374 who both had a detectable viral load in 2009 and who had had a follow-up viral load test in 2012. To assess relationships between electronic prescription refill and viral control, and SM and viral control, we fit a series of multivariable generalized estimating equation models, accounting for clustering in VA facilities. We adjusted for patient demographic and clinical characteristics associated with portal use. In the initial models, the predictor variables were included in dichotomous format. Subsequently, to evaluate a potential dose-effect, the predictor variables were included as ordinal variables. RESULTS: Among our sample of 3374 veterans with HIV who received VA care from 2009-2012, those who had transitioned from detectable HIV viral load in 2009 to undetectable viral load in 2012 tended to be older (P=.004), more likely to be white (P<.001), and less likely to have a substance use disorder, problem alcohol use, or psychosis (P=.006, P=.03, P=.004, respectively). There was a statistically significant positive association between use of electronic prescription refill and change in HIV viral load status from 2009-2012, from detectable to undetectable (OR 1.36, CI 1.11-1.66). There was a similar association between SM use and viral load status, but without achieving statistical significance (OR 1.28, CI 0.89-1.85). Analyses did not demonstrate a dose-response of prescription refill or SM use for change in viral load. CONCLUSIONS: PHR use, specifically use of electronic prescription refill, was associated with greater control of HIV. Additional studies are needed to understand the mechanisms by which this may be occurring.
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