Evidence map›Paper›PMID 41505672›Full record

ArticleJCO oncology practice2026

Prescription Monitoring Program Mandates and Opioids Dispensed to Patients Dying of Cancer.

Yuhua Bao, Hao Zhang, Laura C Pinheiro, Ju-Chen Hu, Russell K Portenoy, Eduardo Bruera, M Carrington Reid, Rulla M Tamimi, Fang Zhang, Yiye Zhang and 2 more

Abstract read
In one paragraph

Article in JCO oncology practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

12 authors.

Yuhua BaoDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY.ORCID 0000-0002-3825-4327
Hao ZhangDepartment of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL.ORCID 0000-0002-2379-1584
Laura C PinheiroDepartment of Medicine, Weill Cornell Medicine, New York, NY.ORCID 0000-0002-6920-8526
Ju-Chen HuDepartment of Health Policy and Management, Celia Scott Weatherhead School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA.ORCID 0000-0001-5201-3557
Russell K PortenoyDepartment of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY.
Eduardo BrueraDepartment of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0002-8745-0412
M Carrington ReidDepartment of Medicine, Weill Cornell Medicine, New York, NY.
Rulla M TamimiDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY.
Fang ZhangDepartment of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA.ORCID 0000-0002-8282-8738
Yiye ZhangDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY.
Judith A PaiceDivision of Hematology-Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL.ORCID 0000-0001-7534-1756
William E RosaDepartment of Psychiatry & Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0002-0680-8911

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Pilot CoreP30AG022845 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI Manney Carrington Reid · 2003 to 2026
$15.2M
Reid Aging and Pain Research Training ProgramK24AG053462 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI REID, MANNEY CARRINGTON · 2016 to 2025
$1.8M
Opioid Treatment of Pain in People with Cancer: Intended and unintended consequences of state policies addressing opioid prescribingR01CA267996 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI BAO, YUHUA · 2022 to 2025
$1.5M
NCI NIH HHS HHSN261201800015CNCI NIH HHS HHSN261201800015INCI NIH HHS HHSN261201800032CNCI NIH HHS HHSN261201800032INCI NIH HHS P30 CA008748NCI NIH HHS R01 CA267996NIA NIH HHS K24 AG053462NIA NIH HHS P30 AG022845
6 · The paper itself

Abstract

purposeState legislations mandating prescriber use of Prescription Drug Monitoring Programs (PDMPs) may have the unintended consequence of restricting opioid analgesics to patients dying of cancer. This study aims to assess associations of comprehensive PDMP mandates with opioid-related outcomes for patients dying of cancer, overall and by decedent race and ethnicity.

methodsStudy population were Medicare decedents who were age 66 years or older, diagnosed with breast, colorectal, lung, or prostate cancer, and died of cancer in 2011-2019. This cross-sectional study used SEER-Medicare data and a difference-in-differences design. Study sample included decedents from 10 states with an operating PDMP on January 1, 2011. Outcomes included the dichotomous event of having one or more opioid days, total and daily morphine milligram equivalents (MMEs) if having opioids, near the end of life. Generalized linear models were estimated for dichotomous (logit link function) and continuous (log) outcomes.

resultsThis study included 115,256 decedents. Comprehensive PDMP mandates were associated with modest reductions in the rate of one or more opioid days (from 45.1% to 43.9%, difference = 0.011 [95% CI, -0.019 to -0.003]), total dose (from 1,600.6 to 1,521.0 MMEs, difference = 79.6 [95% CI, -131.5 to -27.6]), and daily dose from all opioids (from 75.7 to 72.9 MMEs, difference = 2.7 [95% CI, -5.1 to -0.4]). Compared with non-Hispanic White decedents, Black decedents experienced a four-fold reduction, and Asian/Pacific Islander decedents experienced a two-fold reduction, in the rate of one or more opioid days.

conclusionComprehensive PDMP mandates were associated with modest reductions in opioid analgesics dispensed to Medicare patients dying of cancer. Non-Hispanic Black and Asian/Pacific Islander decedents experienced larger reductions.

Identifiers

PMID41505672
PMCPMC12818174

What OpenQuestion holds

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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.