Evidence map›Paper›PMID 41560774›Full record

ArticleAddictive behaviors reports2026

Influence of residential greenness and season on discontinuation of medication treatment for opioid use disorder across rural to urban community types.

Melissa N Poulsen, Cara M Nordberg, Karen Bandeen-Roche, Joseph DeWalle, Wade Berrettini, Brian S Schwartz

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

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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

6 authors.

Melissa N PoulsenDepartment of Population Health Sciences, Geisinger, 100 North Academy Avenue, Danville, PA 17822 USA.
Cara M NordbergDepartment of Population Health Sciences, Geisinger, 100 North Academy Avenue, Danville, PA 17822 USA.
Karen Bandeen-RocheDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD 21205 USA.
Joseph DeWalleDepartment of Population Health Sciences, Geisinger, 100 North Academy Avenue, Danville, PA 17822 USA.
Wade BerrettiniDepartment of Psychiatry, University of Pennsylvania Perelman School of Medicine, 3500 Civic Center Boulevard, Building 421, Philadelphia, PA 19104 USA.
Brian S SchwartzDepartment of Population Health Sciences, Geisinger, 100 North Academy Avenue, Danville, PA 17822 USA.

Funding

Understanding the role of community determinants in opioid use disorder and program implementation factors influencing patient adherence to opioid agonist therapyK01DA049903 · NIDA · GEISINGER CLINIC · PI POULSEN, MELISSA · 2020 to 2024
$810k
NIDA NIH HHS K01 DA049903
6 · The paper itself

Abstract

Introduction: Medications for opioid use disorder (MOUD) are standard of care for opioid use disorder (OUD), but high rates of treatment discontinuation limit their impact on recovery. Nature exposure and engagement holds promise as a potential adjunctive treatment to MOUD through stress reduction and mental health benefits. This study evaluated whether nature exposure influenced MOUD treatment participation by analyzing associations of residential greenness with MOUD discontinuation across a diverse geography in Pennsylvania, while considering interrelated factors-season and community type. Methods: We analyzed electronic health records from 2,570 adults receiving MOUD from an outpatient addiction treatment program. Weekly MOUD participation was derived from medication days' supply of buprenorphine or naltrexone. Average weekly greenness (normalized difference vegetation index) was assigned to buffers surrounding participants' residential address. We applied mixed-effects logistic regression of pooled person-weeks in treatment to model the odds of MOUD discontinuation, clustered by patient and with robust standard errors. Results: In models adjusted for sociodemographic factors, residential greenness was not associated with MOUD discontinuation. We observed associations of season with MOUD discontinuation: compared to spring weeks, the odds of MOUD discontinuation were 20-27% higher during summer, fall, and winter weeks. In season-stratified models, we observed a non-linear association of greenness and MOUD discontinuation during the spring season. Conclusions: Understanding factors contributing to MOUD discontinuation is essential to improving recovery outcomes for those with OUD. Findings suggest that passive greenness exposure may have little influence on MOUD participation but identified the potential importance of season on MOUD outcomes.

Indexed as

buprenorphineelectronic health recordsgreen spacenatural environmentopioid related disorders

Identifiers

PMID41560774
PMCPMC12813238

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Registered trials

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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.