ArticleJournal of clinical epidemiology2016
Sample size calculations for stepped wedge and cluster randomised trials: a unified approach.
Article in Journal of clinical epidemiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 143 papers, 2 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.
Building and Sustaining Interventions for Children (BASIC): Task-sharing Mental Health Care in Low-resource Settings
Neovac 2 Burkina Faso: Impact of the Integration of Hepatitis B Birth Dose Vaccine Into the Infant Immunization Schedule: a Mixed Methods Study Including a Cluster-randomized Trial, an Anthropological Study and an Economic Evaluation
Who cites it
143 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Educational interventions in health services and oral health: systematic review.Revista de saude publica · 2018Pooled it
- Systematic review finds major deficiencies in sample size methodology and reporting for stepped-wedge cluster randomised trials.BMJ open · 2016Pooled it
- Choice of Growth Standard and Interpretation of Large for Gestational Age Outcomes: Evidence From the CDC4G Trial.Paediatric and perinatal epidemiology · 2026Trial
- Impact of an intervention standardizing the perinatal management of extremely preterm infants on the child's survival without severe morbidity: a stepped-wedge cluster-randomized trial (PREMEX study).BMC pregnancy and childbirth · 2026Trial
- Trial
- Resilience as a Mediator in a Web-Based Intervention (MINDxYOU) to Reduce Stress Among Health Care Professionals: Stepped-Wedge Cluster Randomized Trial.JMIR mental health · 2026Trial
- Trial
- Effectiveness of Exercise in Older Adults Discharged From the ER After Minor Injuries: The CEDeComS Stepped-Wedge Trial.Journal of the American Geriatrics Society · 2026Trial
- Physical inactivity and sedentary behaviours: screening and intervention in primary care, a prospective, multicentre, cluster-randomised, controlled, stepped-wedge study.BMC public health · 2025Trial
- Quilt technique after mastectomy: stepped-wedge randomized cluster trial showing superior textbook outcome and reduced healthcare utilization.The British journal of surgery · 2025Trial
- Effectiveness of a Web-Based Self-Guided Intervention (MINDxYOU) for Reducing Stress and Promoting Mental Health Among Health Professionals: Results From a Stepped-Wedge Cluster Randomized Trial.Journal of medical Internet research · 2025Trial
- The effect of peer group management intervention on chronic pain intensity, number of areas of pain, and pain self-efficacy.Scandinavian journal of pain · 2025Trial
- A Perioperative Quality Improvement Program for Cesarean Delivery in Ethiopia: A Stepped-Wedge Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Effect of the 1-h bundle on mortality in patients with suspected sepsis in the emergency department: a stepped wedge cluster randomized clinical trial.Intensive care medicine · 2024Trial
- Influence of grandchildren on COVID-19 vaccination uptake among older adults in China: a parallel-group, cluster-randomized controlled trial.Nature aging · 2024Trial
- Trusted residents and housing assistance to decrease violence exposure in New Haven (TRUE HAVEN): a strengths-based and community-driven stepped-wedge intervention to reduce gun violence.BMC public health · 2023Trial
- The QUILT study: quilting sutures in patients undergoing breast cancer surgery: a stepped wedge cluster randomized trial study.BMC cancer · 2023Trial
- The effect of a locally tailored intervention on the uptake of preconception care in the Netherlands: a stepped-wedge cluster randomized trial (APROPOS-II study).BMC public health · 2022Trial
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- Trial
83 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
2 authors.
Funding
Abstract
objectivesTo clarify and illustrate sample size calculations for the cross-sectional stepped wedge cluster randomized trial (SW-CRT) and to present a simple approach for comparing the efficiencies of competing designs within a unified framework. STUDY DESIGN AND
settingWe summarize design effects for the SW-CRT, the parallel cluster randomized trial (CRT), and the parallel cluster randomized trial with before and after observations (CRT-BA), assuming cross-sectional samples are selected over time. We present new formulas that enable trialists to determine the required cluster size for a given number of clusters. We illustrate by example how to implement the presented design effects and give practical guidance on the design of stepped wedge studies.
resultsFor a fixed total cluster size, the choice of study design that provides the greatest power depends on the intracluster correlation coefficient (ICC) and the cluster size. When the ICC is small, the CRT tends to be more efficient; when the ICC is large, the SW-CRT tends to be more efficient and can serve as an alternative design when the CRT is an infeasible design.
conclusionOur unified approach allows trialists to easily compare the efficiencies of three competing designs to inform the decision about the most efficient design in a given scenario.
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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.