ReviewThe Lancet. Global health2021
The role and challenges of cluster randomised trials for global health.
Review in The Lancet. Global health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 47 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
47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 84 citations in OpenAlex.
- Characterisation of between-cluster heterogeneity in malaria cluster randomised trials to inform future sample size calculations.Nature communications · 2025Pooled it
- A systematic review of sample size estimation accuracy on power in malaria cluster randomised trials measuring epidemiological outcomes.BMC medical research methodology · 2024Pooled it
- A Review of the Ring Trial Design for Evaluating Ring Interventions for Infectious Diseases.Epidemiologic reviews · 2022Pooled it
- Trial
- Establishing a filarial clinical research platform in a resource-limited setting: Lessons and experiences from Tanzania.PLoS neglected tropical diseases · 2026Trial
- Trial
- Four COVID-19 screening strategies for early case identification within the homeless shelter population: a cluster randomized controlled trial.BMC infectious diseases · 2024Trial
- Knowledge, Acceptance, and Uptake of Family Planning: A Cluster Randomized Controlled Trial of Group Antenatal Care in Ghana.International journal of environmental research and public health · 2024Trial
- Tuberculosis Treatment Compliance Under Smartphone-Based Video-Observed Therapy Versus Community-Based Directly Observed Therapy: Cluster Randomized Controlled Trial.JMIR mHealth and uHealth · 2024Trial
- Effectiveness of multi-modal cognitive behavioural therapy in improving mental well-being among caregivers of children with disabilities in urban Uganda: A cluster-randomized controlled trial.Journal of global health · 2022Trial
- Trial
- Finite-Sample Adjustments in Estimating Equations for Correlated Overdispersed Count Outcomes With Application to Cluster Randomized Trials.Statistics in medicine · 2026Article
- Type 2 diabetes prevention programs at the community and municipal level: a scoping review of controlled intervention studies.BMC public health · 2026Article
- Relevance and challenges of exposome studies for environmental health research.Environmental health : a global access science source · 2026Review
- Target Trial Emulation and the TARGET Guideline to Advance Rural and Remote Health Research.The Medical journal of Australia · 2026Article
- Pain management of adults in the prehospital setting: a scoping review.BMC emergency medicine · 2026Article
- "The most stress comes from witnessing the abuse of children" -challenges faced by research assistants in community-based research in Mtwara, Tanzania.BMC public health · 2026Article
- Article
- Design of a cluster randomized multi-level intervention to decrease barriers to minority cancer patient referral and enrollment to cancer clinical trials: The ACT WONDERContemporary clinical trials · 2025Article
- Evaluating a digital intervention for prevention of type 2 diabetes: protocol for a cluster-randomised controlled trial in urban and rural India.BMC public health · 2025Article
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
12 authors at 9 institutions in 8 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Evaluating whether an intervention works when trialled in groups of individuals can pose complex challenges for clinical research. Cluster randomised controlled trials involve the random allocation of groups or clusters of individuals to receive an intervention, and they are commonly used in global health research. In this paper, we describe the potential reasons for the increasing popularity of cluster trials in low-income and middle-income countries. We also draw on key areas of global health research for an assessment of common trial planning practices, and we address their methodological shortcomings and pitfalls. Lastly, we discuss alternative approaches for population-level intervention trials that could be useful for research undertaken in low-income and middle-income countries for situations in which the use of cluster randomisation might not be appropriate.
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.