Evidence map›Paper›PMID 42470564›Full record

ArticleAIDS and behavior2026

Implementation of State Prescription Drug Monitoring Program Mandatory Checking Requirements and Prescribed Opioid Analgesic Use Among Women With and Without HIV in The Women's Interagency HIV Study: A Longitudinal Observational Study Using Staggered Adoption Difference-in-differences Analyses.

Danielle F Haley, Vivian F Go, Michael R Winter, Kathryn D Thompson, Ni Pengsheng, Michael P Williams, Andrew Edmonds, Alicia Diggs, David B Hanna, Mardge Cohen and 10 more

Abstract read
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In one paragraph

Article in AIDS and behavior, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Danielle F HaleyDepartment of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, Boston, MA, 02118, USA. dfhaley@bu.edu.ORCID http://orcid.org/0000-0002-4281-2731
Vivian F GoDepartment of Health Behavior, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
Michael R WinterCenter for Health Data Science, Boston University School of Public Health, 715 Albany Street, Boston, MA, 02118, USA.
Kathryn D ThompsonDepartment of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, Boston, MA, 02118, USA.
Ni PengshengCenter for Health Data Science, Boston University School of Public Health, 715 Albany Street, Boston, MA, 02118, USA.
Michael P WilliamsCenter for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, One Bowdoin Square, Boston, MA, 02114, USA.
Andrew EdmondsDepartment of Epidemiology, University of North Carolina at Chapel Hill, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
Alicia DiggsUNC Center for AIDS Research, University of North Carolina at Chapel Hill, 130 Mason Farm Road, Chapel Hill, NC, 27599, USA.
David B HannaDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY, 10461, USA.
Mardge CohenDepartment of Medicine, Stroger Hospital of Cook County Health and Hospitals System, 1969 W. Ogden Avenue, Chicago, IL, 60612, USA.
Mirjam-Colette KempfSchools of Nursing, Public Health, and Medicine, University of Alabama at Birmingham, 1701 University Boulevard, Birmingham, AL, 35294, USA.
Phyllis TienDepartment of Medicine, University of California San Francisco, 1515 Scott Street, San Francisco, CA, 94115, USA.
Morgan M PhilbinDivision of Health Equity and Society, Department of Medicine, University of California San Francisco, 2540 23rd Street, San Francisco, CA, 94110, USA.
Deborah L JonesDepartment of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA.
Andrea K KnittelDepartment of Obstetrics and Gynecology, School of Medicine, University of North Carolina at Chapel Hill, 3009 Old Clinic Building, Chapel Hill, NC, 27599, USA.
Elizabeth F TopperDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA.
Gina WingoodDepartment of Sociomedical Sciences, Mailman School of Public Health, Columbia University, 722 West 168th Street, New York, NY, 10032, USA.
Jack A DeHovitzDepartment of Medicine, SUNY Downstate Health Sciences University, 450 Clarkson Avenue, Brooklyn, NY, 11203, USA.
Seble KassayeDepartment of Medicine, Georgetown University Medical Center, 3800 Reservoir Road, NW, Washington, DC, 20007, USA.
Leo BeletskyDepartment of Health Sciences, Bouve College of Health Sciences and School of Law and The Action Lab, Northeastern University, 416 Huntington Avenue, Boston, MA, 02215, USA.

Funding

UNC MACS/WIHS Combined Cohort Study Clinical Research SiteU01HL146194 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Michael Bradley Drummond, Michelle Floris-Moore · 2019 to 2026
$23.2M
Quantifying health policy impacts on substance use and treatment among women with and at risk for HIV: a longitudinal multilevel analysis using the Women's Interagency HIV StudyK01DA046307 · NIDA · NORTHEASTERN UNIVERSITY · PI HALEY, DANIELLE FRANCES · 2018 to 2022
$865k
NHLBI NIH HHS U01 HL146194NHLBI NIH HHS U01-HL146241NIDA NIH HHS K01DA046307NIH HHS U01-HL146192NIH HHS U01-HL146193NIH HHS U01-HL146203NIH HHS U01-HL146204NIH HHS U01-HL146205NIH HHS U01-HL146242NIH HHS U01-HL146245
6 · The paper itself

Abstract

Implementation of prescription drug monitoring programs requiring mandatory checking when prescribing or dispensing reduces opioid analgesic (OA) prescribing. OA receipt varies by individual-level factors, including HIV status. Mandatory prescription drug monitoring program checking requirements (MPDMPs) may exacerbate inequities if prompts trigger biased decision-making around clinical need for OAs. We examined whether MPDMP implementation was associated with changes in self-reported use of prescribed OAs among women and whether associations varied by HIV status. We conducted staggered adoption difference-in-differences analyses using 11 semi-annual data waves (2014-2019) from the Women's Interagency HIV Study, a multisite observational cohort of women with and without HIV. Among 1,720 women, 71% had HIV; 61% were non-Hispanic Black. €The percentage of participants reporting prescribed OA use at baseline was comparable for women with HIV (16.5%) and without HIV (15.1%) but varied by race/ethnicity (non-Hispanic white 22.9%; non-Hispanic Black 13.6%; Hispanic 14.1%). In the adjusted model controlling for baseline age, race/ethnicity, education, HIV status, and census tract socioeconomic characteristics, MPDMP implementation was associated with a 3.6% percentage-point reduction in the probability prescribed OA use (average treatment effect on the treated = -0.036, 95% confidence interval - 0.060 to - 0.011). There was no significant evidence of variation by HIV status. MPDMPs reduce prescribed OA use in individuals. MPDMP implementation raises important questions about the role of provider bias in balancing reductions in overprescribing with maintaining access to OAs for those with special medical needs. Future research examining subgroups is needed to fully characterize MPDMP benefits and harms.

Indexed as

HIVOpioid prescribingPrescription drug monitoring programs mandatory checking requirementsWomen

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.