ArticleJournal of evaluation in clinical practice2018
How the dual process model of human cognition can inform efforts to de-implement ineffective and harmful clinical practices: A preliminary model of unlearning and substitution.
Article in Journal of evaluation in clinical practice, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 1 of them a synthesis that pooled it.
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Who cites it
54 citing papers in PubMed, 1 synthesis or guideline pooled it.
- De-implementing low-value care in cancer care delivery: a systematic review.Implementation science : IS · 2022Pooled it
- Balanced informational feedback as part of an implementation/deimplementation bundle to support deimplementation efforts in antimicrobial stewardship: results from a mixed methods, hybrid type III implementation/effectiveness trial.Frontiers in public health · 2026Trial
- Serious games may improve physician heuristics in trauma triage.Proceedings of the National Academy of Sciences of the United States of America · 2018Trial
- Advancing Antimicrobial Stewardship in Canadian Dentistry: Early Insights Into a Toolkit to De-implement Overprescribing.International dental journal · 2026Article
- Application of Innovation Tournament methodology to inform de-implementation strategies: lessons learned in addressing mammography overscreening in older women.Implementation science communications · 2026Article
- Innovation Deimplementation in Emergency Departments During the COVID-19 Pandemic: Qualitative Study of Clinicians' Decision-Making.Interactive journal of medical research · 2026Article
- Comparative effectiveness of non-reflective and reflective strategies to favor de-implementation of low-value prescribing for the primary prevention of cardiovascular disease in primary care: the DE-imFAR cluster randomized implementation trial.Implementation science communications · 2026Article
- Beyond Principles: A Reflective-Cognitive Framework for Ethical Decision-Making in Anorexia Nervosa.Healthcare (Basel, Switzerland) · 2026Review
- Selecting and tailoring implementation strategies for deimplementing fall prevention alarms in US hospitals: a group concept mapping study.BMJ quality & safety · 2026Article
- Unlearning prohibition: the de-implementation of HIV breastfeeding restrictions in the United States.Frontiers in reproductive health · 2026Article
- Cognitive reshaping and resurgence of humanness: restructuring the medical education continuum in the era of generative AI.Frontiers in medicine · 2026Review
- VA Clinicians' Perspectives on Low-Value Health Service Use in the Veterans Health Administration: A Qualitative Study.Journal of general internal medicine · 2025Article
- Barriers to Deprescribing Benzodiazepines in Older Adults in a Survey of European Physicians.JAMA network open · 2025Article
- Is allogeneic transplantation for sickle cell disease still relevant in the era of gene therapy?Blood advances · 2025Review
- Factors in Initial Anticoagulation Choice in Hospitalized Patients With Pulmonary Embolism.JAMA network open · 2025Article
- Article
- Mobile Crisis Services: A Clinician Survey of Current Suicide Prevention Practices and Barriers to Care Delivery.Community mental health journal · 2024Article
- The psychophysics of home plate umpire calls.Scientific reports · 2024Article
- Alarm with care-a de-implementation strategy to reduce fall prevention alarm use in US hospitals: a study protocol for a hybrid 2 effectiveness-implementation trial.Implementation science : IS · 2023Article
- Eliminating Monitor Overuse (EMO) type III effectiveness-deimplementation cluster-randomized trial: Statistical analysis plan.Contemporary clinical trials communications · 2023Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
RATIONALE AND
objectivesOne way to understand medical overuse at the clinician level is in terms of clinical decision-making processes that are normally adaptive but become maladaptive. In psychology, dual process models of cognition propose 2 decision-making processes. Reflective cognition is a conscious process of evaluating options based on some combination of utility, risk, capabilities, and/or social influences. Automatic cognition is a largely unconscious process occurring in response to environmental or emotive cues based on previously learned, ingrained heuristics. De-implementation strategies directed at clinicians may be conceptualized as corresponding to cognition: (1) a process of unlearning based on reflective cognition and (2) a process of substitution based on automatic cognition.
resultsWe define unlearning as a process in which clinicians consciously change their knowledge, beliefs, and intentions about an ineffective practice and alter their behaviour accordingly. Unlearning has been described as "the questioning of established knowledge, habits, beliefs and assumptions as a prerequisite to identifying inappropriate or obsolete knowledge underpinning and/or embedded in existing practices and routines." We hypothesize that as an unintended consequence of unlearning strategies clinicians may experience "reactance," ie, feel their professional prerogative is being violated and, consequently, increase their commitment to the ineffective practice. We define substitution as replacing the ineffective practice with one or more alternatives. A substitute is a specific alternative action or decision that either precludes the ineffective practice or makes it less likely to occur. Both approaches may work independently, eg, a substitute could displace an ineffective practice without changing clinicians' knowledge, and unlearning could occur even if no alternative exists. For some clinical practice, unlearning and substitution strategies may be most effectively used together.
conclusionsBy taking into account the dual process model of cognition, we may be able to design de-implementation strategies matched to clinicians' decision-making processes and avoid unintended consequence.
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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.