SynthesisThe Milbank quarterly2023
Evidence on Scaling in Health and Social Care: An Umbrella Review.
Synthesis in The Milbank quarterly, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis 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
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Economic evaluations of scaling up strategies of evidence-based health interventions: a systematic review.BMC health services research · 2025Pooled it
- A theoretically designed scale-up intervention increases adoption of an effective school nutrition program 'SWAP IT': outcomes of a randomised trial.The international journal of behavioral nutrition and physical activity · 2026Trial
- Readiness for scale up following effectiveness-implementation trial: results of scalability assessment of the Community Partnership Program for diabetes self-management for older adults with multiple chronic conditions.BMC health services research · 2025Trial
- Equitable Patient and Public Involvement Strategies for Scaling Health and Social Care Interventions: A Consensus Study Inspired by Delphi Methods.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- A scoping review and systems thinking synthesis of scale-up frameworks.BMC health services research · 2026Article
- Learning from scale-up: a qualitative study of scaling-up interventions for people with multiple long-term conditions in primary care.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026Article
- Development, structure, and implementation of cardiometabolic clinics in the United States, with a focus on comprehensive patient care.American journal of preventive cardiology · 2026Review
- How is health equity considered in scale-up guidance? A scoping review of process models for scaling public health innovations.Health promotion international · 2026Article
- Equity considerations when making decisions to scale-up health interventions: a review and analysis of scalability assessment resources.Journal of public health (Oxford, England) · 2026Review
- Promoting the Implementation of Co-Produced Cochrane Evidence: An Exploratory Study of Improving Partnering With Consumers.Cochrane evidence synthesis and methods · 2026Article
- Structural models for spreading and scaling digital health initiatives: A scoping review protocol.PloS one · 2026Article
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- Innovations Implemented to Improve Access to Outpatient Rehabilitation Services for Persons Presenting Physical Disabilities: Results of an Environmental Scan in Québec, Canada.Health services insights · 2026Article
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- Beyond all-or-nothing: why binary thinking undermines harm reduction in addiction medicine.BJPsych open · 2025Article
- Development and Implementation of a Novel Approach to Scaling the Meeting Centre Intervention for People Living with Dementia and Their Unpaid Carers, Using an Adapted Version of the Template for Intervention Description and Replication (TIDieR) Checklist.Behavioral sciences (Basel, Switzerland) · 2025Article
- "We WantQualitative health research · 2025Article
- Article
- The State of Healthy Parenting in Primary Care Interventions in Advancing Health Equity.NAM perspectives · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 5 institutions in 3 countries.
Funding
Abstract
Policy Points More rigorous methodologies and systematic approaches should be encouraged in the science of scaling. This will help researchers better determine the effectiveness of scaling, guide stakeholders in the scaling process, and ultimately increase the impacts of health innovations. The practice and the science of scaling need to expand worldwide to address complex health conditions such as noncommunicable and chronic diseases. Although most of the scaling experiences described in the literature are occurring in the Global South, most of the authors publishing on it are based in the Global North. As the science of scaling spreads across the world with the aim of reducing health inequities, it is also essential to address the power imbalance in how we do scaling research globally. CONTEXT: Scaling of effective innovations in health and social care is essential to increase their impact. We aimed to synthesize the evidence base on scaling and identify current knowledge gaps.
methodsWe conducted an umbrella review according to the Joanna Briggs Institute Reviewers' Manual. We included any type of review that 1) focused on scaling, 2) covered health or social care, and 3) presented a methods section. We searched MEDLINE (Ovid), Embase, PsycINFO (Ovid), CINAHL (EBSCO), Web of Science, The Cochrane Library, Sociological Abstracts (ProQuest), Academic Search Premier (EBSCO), and ProQuest Dissertations & Theses Global from their inception to August 6, 2020. We searched the gray literature using, e.g., Google and WHO-ExpandNet. We assessed methodological quality with AMSTAR2. Paired reviewers independently selected and extracted eligible reviews and assessed study quality. A narrative synthesis was performed.
findingsOf 24,269 records, 137 unique reviews were included. The quality of the 58 systematic reviews was critically low (n = 42). The most frequent review type was systematic review (n = 58). Most reported on scaling in low- and middle-income countries (n = 59), whereas most first authors were from high-income countries (n = 114). Most reviews concerned infectious diseases (n = 36) or maternal-child health (n = 28). They mainly focused on interventions (n = 37), barriers and facilitators (n = 29), frameworks (n = 24), scalability (n = 24), and costs (n = 14). The WHO/ExpandNet scaling definition was the definition most frequently used (n = 26). Domains most reported as influencing scaling success were building scaling infrastructure (e.g., creating new service sites) and human resources (e.g., training community health care providers).
conclusionsThe evidence base on scaling is evolving rapidly as reflected by publication trends, the range of focus areas, and diversity of scaling definitions. Our study highlights knowledge gaps around methodology and research infrastructures to facilitate equitable North-South research relationships. Common efforts are needed to ensure scaling expands the impacts of health and social innovations to broader populations.
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.