Evidence map›Paper›PMID 41587849›Full record

Trial reportAnnals of family medicine2026

Budget Impact Analysis of the Balanced Opioid Initiative: A Cluster Randomized Trial Aimed at Deprescribing Opioids for Chronic Pain in Primary Care Settings.

Andrew Quanbeck, Xiang Li, Andrew Cohen, Ella Butzine, Randall T Brown

Abstract readMulticenter StudyRandomized Controlled TrialClinical Trial
In one paragraph

Trial report in Annals of family medicine, 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

5 authors.

Andrew QuanbeckDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin andrew.quanbeck@fammed.wisc.edu.
Xiang LiDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin.
Andrew CohenEmplify Health, Green Bay, Wisconsin.
Ella ButzineDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin.
Randall T BrownDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin.

Funding

Promoting the implementation of clinical guidelines for opioid prescribing in primary care using systems consultationR01DA047279 · NIDA · UNIVERSITY OF WISCONSIN-MADISON · PI QUANBECK, ANDREW · 2018 to 2022
$3.5M
NIDA NIH HHS R01 DA047279
6 · The paper itself

Abstract

purposeThis study compared the budget impact of 4 deimplementation strategies designed to promote guideline-concordant opioid prescribing.

methodsIn this cluster randomized trial of 32 primary care clinics, deimplementation strategies targeted the system, clinic, and prescriber levels. All clinics received system-level educational meetings with audit/feedback reports. At month 3, one-half were randomized to add practice facilitation, a clinic-level strategy. At month 9, one-half were again randomized to add prescriber peer consulting, a prescriber-level strategy, resulting in 4 groups: system, system + clinic, system + prescriber, and system + clinic + prescriber. The primary outcome was change in mean morphine milligram equivalent dosage. Secondary outcomes included adherence to opioid risk mitigation metrics (urine drug testing, treatment agreements, pain/function screening, and mental health screening). We calculated the cost of delivering each implementation strategy and budget impacts associated with changes in health care utilization.

resultsImplementation costs per clinic were as follows: $4,416 (system), $5,610 (system + clinic), $7,164 (system + prescriber), and $8,358 (system + clinic + prescriber). With health care utilization changes incorporated, the system strategy's per-clinic costs increased to $10,908, yielding the greatest budget impact, the system + clinic strategy had the least budget impact at $7,266, and the system + prescriber budget impact was $9,625. The budget impact for system + clinic + prescriber was $8,703.

conclusionsHigher-intensity deimplementation strategies significantly decreased mean morphine milligram equivalent and increased pain/function screening while decreasing treatment agreements and urine drug screening. The lowest-cost strategy (system) led to more costly downstream health care utilization, resulting in the greatest budget impact. Adding clinic- and prescriber-level strategies might help health systems decrease reliance on opioids for chronic pain, with less budget impact than providing system-level strategies alone.

Indexed as

Analgesics, OpioidChronic PainDeprescriptionsPractice Patterns, Physicians'Primary Health CareBudgetsFemaleGuideline AdherenceHumansMaleAnalgesics, Opioidchronic painclinical guidelineimplementation researchprescription opioidsprimary care

Identifiers

PMID41587849
PMCPMC12834585

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.