ArticleImplementation science : IS2021
A scoping review of de-implementation frameworks and models.
Article in Implementation science : IS, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
69 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Reported use of implementation science theories, models, and frameworks in 151 implementation trials: secondary analysis of a systematic review targeting nursing practice.Translational behavioral medicine · 2025Pooled it
- Implementation costs of hospital-based computerised decision support systems: a systematic review.Implementation science : IS · 2023Pooled it
- De-implementing low-value care in cancer care delivery: a systematic review.Implementation science : IS · 2022Pooled it
- Champion-Led Deprescribing for Persons with Dementia in Primary Care: A Qualitative Study in Accountable Care Organizations.Journal of general internal medicine · 2026Trial
- Strategies to Deimplement Opioid Prescribing in Primary Care: A Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Shared Decision-Making in Colorectal Cancer Screening for Older Adults: A Secondary Analysis of a Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Harnessing Potential: A Systematic Investigation of How and Why Learning Happens in a Health System.Learning health systems · 2026Article
- De-Implementing Low-Value Care in Dentistry: The Case for Choosing Wisely Campaigns.Community dentistry and oral epidemiology · 2026Article
- Article
- Use of a Discrete Choice Experiment to Inform De-implementation of Mammography Overscreening: A US-Based National Survey.Journal of general internal medicine · 2026Article
- Novel approach to the codesign of a tailored intervention bundle: applying theory with pragmatism.BMJ open quality · 2026Article
- De-implementation of low-value care: contrasting theories, models, and frameworks to generate methodological guidance.Implementation science communications · 2026Article
- Exploring multi-level barriers and human-centered solutions to expand methadone for HIV prevention among people who inject drugs in Kyrgyzstan.Journal of substance use and addiction treatment · 2026Article
- Innovation Deimplementation in Emergency Departments During the COVID-19 Pandemic: Qualitative Study of Clinicians' Decision-Making.Interactive journal of medical research · 2026Article
- Development and proof-of-concept of a complex intervention to support appropriate imaging for musculoskeletal pain: the Betti programme.Implementation science communications · 2026Article
- Preferences for (Dis)Continuing Growth Hormone Treatment at Mid-Puberty in Patients with Transient Idiopathic Isolated Growth Hormone Deficiency: A Qualitative Analysis.Hormone research in paediatrics · 2026Article
- Exposure-based Interventions for Chronic Pain and Bodily Symptoms: A Special Interest Meeting Report.Behaviour research and therapy · 2026Article
- Health technology reassessment and disinvestment instruments: a scoping review.Health research policy and systems · 2026Review
- Navigating market access after conditional reimbursement: a communication roadmap for disinvesting orphan drugs.International journal of technology assessment in health care · 2026Article
- De-implementation of inequitable methadone policy and treatment: lessons learned from COVID-19 to support a more just methadone treatment system in the United States.Frontiers in public health · 2026Review
9 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
backgroundReduction or elimination of inappropriate, ineffective, or potentially harmful healthcare services and public health programs can help to ensure limited resources are used effectively. Frameworks and models (FM) are valuable tools in conceptualizing and guiding the study of de-implementation. This scoping review sought to identify and characterize FM that can be used to study de-implementation as a phenomenon and identify gaps in the literature to inform future model development and application for research.
methodsWe searched nine databases and eleven journals from a broad array of disciplines (e.g., healthcare, public health, public policy) for de-implementation studies published between 1990 and June 2020. Two raters independently screened titles and abstracts, and then a pair of raters screened all full text records. We extracted information related to setting, discipline, study design, methodology, and FM characteristics from included studies.
resultsThe final search yielded 1860 records, from which we screened 126 full text records. We extracted data from 27 articles containing 27 unique FM. Most FM (n = 21) were applicable to two or more levels of the Socio-Ecological Framework, and most commonly assessed constructs were at the organization level (n = 18). Most FM (n = 18) depicted a linear relationship between constructs, few depicted a more complex structure, such as a nested or cyclical relationship. Thirteen studies applied FM in empirical investigations of de-implementation, while 14 articles were commentary or review papers that included FM.
conclusionDe-implementation is a process studied in a broad array of disciplines, yet implementation science has thus far been limited in the integration of learnings from other fields. This review offers an overview of visual representations of FM that implementation researchers and practitioners can use to inform their work. Additional work is needed to test and refine existing FM and to determine the extent to which FM developed in one setting or for a particular topic can be applied to other contexts. Given the extensive availability of FM in implementation science, we suggest researchers build from existing FM rather than recreating novel FM. REGISTRATION: Not registered.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.