Evidence map›Paper›PMID 37876376›Full record

ArticleDrug and alcohol dependence reports2023

Differences in medicaid expansion effects on buprenorphine treatment utilization by county rurality and income: A pharmacy data claims analysis from 2009-2018.

Olivia K Golan, Flora Sheng, Andrew W Dick, Mark Sorbero, Daniel J Whitaker, Barbara Andraka-Christou, Therese Pigott, Adam J Gordon, Bradley D Stein

Open access · goldAbstract read
In one paragraph

Article in Drug and alcohol dependence reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.4field-weighted citation impact, top 18% of its field
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

6 citing papers in PubMed, 5 citations in OpenAlex.

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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

9 authors at 4 institutions in 1 country.

Olivia K GolanNORC at the University of Chicago, Chicago, IL, United States.
Flora ShengRAND Corporation, Pittsburgh, United States.
Andrew W DickRAND Corporation, Pittsburgh, United States.
Mark SorberoRAND Corporation, Pittsburgh, United States.
Daniel J WhitakerSchool of Public Health, Georgia State University, Atlanta, Georgia.
Barbara Andraka-ChristouSchool of Global Health Management & Informatics, University of Central Florida, Orlando, FL, United States.
Therese PigottSchool of Public Health, Georgia State University, Atlanta, Georgia.
Adam J GordonInformatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, United States.
Bradley D SteinRAND Corporation, Pittsburgh, United States.
RAND Corporation · USGeorgia State University · USUniversity of Central Florida · USUniversity of Utah · US

Funding

Optimal Methods for Estimating Policy Effect Heterogeneity in Opioid Policy ResearchP50DA046351 · NIDA · RAND CORPORATION · PI Rosanna Smart · 2018 to 2026
$20.8M
NIDA NIH HHS P50 DA046351
6 · The paper itself

Abstract

Background: Although use of buprenorphine for treating opioid use disorder increased over the past decade, buprenorphine utilization remains limited in lower-income and rural areas. We examine how the Affordable Care Act Medicaid expansion influenced buprenorphine initiation rates by county income and evaluate how associations differ by county rural-urban status. Methods: This study used nationwide 2009-2018 IQVIA retail pharmacy data and a comparative interrupted time series framework-a hybrid framework combining regression discontinuity and difference-in-difference approaches. We used piecewise linear estimation to quantify changes in buprenorphine initiation rates before and after Medicaid expansion. Results: The sample included observations from 376,704 county-months. We identified 5,227,340 new buprenorphine treatment episodes, with an average of 9.2 new buprenorphine episodes per month per 100,000 county residents. Among urban counties, those with the lowest median incomes experienced significantly larger increases in buprenorphine initiation rates associated with Medicaid expansion than counties with higher median incomes (5-year rates difference est=3525.3, se=1695.3, Conclusions: Medicaid expansion was associated with a reduction in income-related buprenorphine disparities in urban counties, but not in rural counties. To achieve more equitable buprenorphine access, future policies should target low-income rural areas.

Indexed as

BuprenorphineDisparitiesIncomeMedicaid expansionOpioid use disorderRural

Identifiers

PMID37876376
PMCPMC10590758
OpenAlexW4387541861

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.