Evidence map›Paper›PMID 42105041›Full record

ArticleJournal of prevention (2022)2026

Exploration of Factors Associated with Clinicians' Opioid Prescribing "Typologies" for Acute Pain.

Grace Hajinazarian, Kenneth Chui, Thomas J Stopka, Rachael A Sabelli, Leonard D Young, Margie R Skeer

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Article in Journal of prevention (2022), 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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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.

Grace HajinazarianDepartment of Public Health and Community Medicine, School of Medicine, Tufts University, Boston, MA, USA.
Kenneth ChuiDepartment of Public Health and Community Medicine, School of Medicine, Tufts University, Boston, MA, USA.
Thomas J StopkaDepartment of Public Health and Community Medicine, School of Medicine, Tufts University, Boston, MA, USA.
Rachael A SabelliDepartment of Public Health and Community Medicine, School of Medicine, Tufts University, Boston, MA, USA.
Leonard D YoungMassachusetts Department of Public Health, Prescription Monitoring Program, Boston, MA, USA.
Margie R SkeerDepartment of Public Health and Community Medicine, School of Medicine, Tufts University, Boston, MA, USA. margie.skeer@tufts.edu.ORCID http://orcid.org/0000-0002-8047-1018

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

More research is needed on the determinants involved in clinicians' decisions to prescribe opioids for acute pain in ambulatory settings. This study aims to examine how extrinsic and intrinsic factors, and the use of risk-mitigating strategies, relate to prescribing practices. Cross-sectional surveys were conducted online (06/2023-07/2023) with clinicians who were registered with the Massachusetts Prescription Awareness Tool. 290 clinicians participated and 218 with complete data were analyzed. Questions were based on a conceptual model and exploratory factor analyses (EFA) were conducted to determine the types and determinants of prescribing. The associations were then examined using multinomial logistic regression. The clinicians were 66.6% female and included physicians (53.6%), physician assistants (12.1%), and nurse practitioners (34.3%). EFAs identified fifteen independent variables (e.g., prescribing medications for opioid use disorder, consulting with peers, personal experiences, attitudes) and a 4-category outcome of prescribing typologies [based on their preference for short supply (less than 3 days)] and for pro re nata (PRN; on an 'as needed' basis) prescribing. Compared to those who aligned with the "situational and frequent" prescribing practices, deciding to provide prescription refills [Odds Ratio (OR) = 3.79, 95% Confidence Interval (CI) = 1.55-9.26] and expressing stress/avoidance towards opioids (OR = 2.38, 95% CI = 1.04-5.49) were positively associated with "restrictive and infrequent" prescribing practices, and taking action to mitigate risk if suspecting misuse/diversion (OR = 0.50, 95% CI = 0.25-0.99) was negatively associated with "conservative and infrequent" prescribing practices. Typologies of opioid prescribing practices were found to be associated with factors that extend beyond clinicians' knowledge and education of opioids.

Indexed as

Acute PainAnalgesics, OpioidDrug PrescriptionsPractice Patterns, Physicians'AdultCross-Sectional StudiesFemaleHumansMaleMassachusettsMiddle AgedSurveys and QuestionnairesAnalgesics, OpioidClinical decision makingHealth knowledge, attitudes, practiceOpioidPain managementPractice patterns

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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.