Evidence map›Paper›PMID 35143271›Full record

ArticleAmerican journal of public health2022

Chronic Pain and Opioid Prescribing: Three Ways for Navigating Complexity at the Clinical‒Population Health Interface.

Abhimanyu Sud, Daniel Z Buchman, Andrea D Furlan, Peter Selby, Sheryl M Spithoff, Ross E G Upshur

Open access · greenAbstract read
In one paragraph

Article in American journal of public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.2field-weighted citation impact, top 23% 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

4 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Abhimanyu SudAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Daniel Z BuchmanAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Andrea D FurlanAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Peter SelbyAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Sheryl M SpithoffAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Ross E G UpshurAbhimanyu Sud is with the Department of Family and Community Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Canada. Daniel Z. Buchman is with Centre for Addiction and Mental Health and Dalla Lana School of Public Health, Toronto. Andrea D. Furlan is with the Institute for Work and Health and Department of Medicine, University of Toronto. Peter Selby is with the Centre for Addiction and Mental Health and Department of Family and Community Medicine, Department of Psychiatry, University of Toronto. Sheryl M. Spithoff is with Department of Family and Community Medicine, University of Toronto. Ross E. G. Upshur is with the Bridgepoint Collaboratory for Research and Innovation, Department of Family and Community Medicine, Dalla Lana School of Public Health, University of Toronto.
Centre for Addiction and Mental Health · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinically focused interventions for people living with pain, such as health professional education, clinical decision support systems, prescription drug monitoring programs, and multidisciplinary care to support opioid tapering, have all been promoted as important solutions to the North American opioid crisis. Yet none have so far delivered substantive beneficial opioid-related population health outcomes. In fact, while total opioid prescribing has leveled off or reduced in many jurisdictions, population-level harms from opioids have continued to increase dramatically. We attribute this failure partly to a poor recognition of the epistemic and ethical complexities at the interface of clinical and population health. We draw on a framework of knowledge networks in wicked problems to identify 3 strategies to help navigate these complexities: (1) designing and evaluating clinically focused interventions as complex interventions, (2) reformulating evidence to make population health dynamics apparent, and (3) appealing to the inseparability of facts and values to support decision-making in uncertainty. We advocate that applying these strategies will better equip clinically focused interventions as complements to structural and public health interventions to achieve the desired beneficial population health effects. (

Indexed as

Prescription Drug Monitoring ProgramsAnalgesics, OpioidChronic PainDrug PrescriptionsHumansOpioid-Related DisordersPractice Patterns, Physicians'Prescription Drug MisuseUnited StatesAnalgesics, Opioid

Identifiers

PMID35143271
PMCPMC8842204
OpenAlexW4210968282

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.