Trial reportBMC medical research methodology2003
Design, analysis and presentation of factorial randomised controlled trials.
Trial report in BMC medical research methodology, 2003. 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 148 papers, 10 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.
Multifactorial Intervention of Primary Prevention in High Risk Subjects: a Randomized Trial
Efficacy of mHealth and Education-led Peer Counseling of Patients With Hypertension and Coronary Artery Disease: a Double-blinded Pragmatic Randomized Control Trial With Factorial Design, Pakistan
Who cites it
148 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Liberal vs. restrictive transfusion strategies for acute brain injury: a systematic review and frequentist-Bayesian meta-analysis.Intensive care medicine · 2025Pooled it
- The effectiveness and safety of repetitive transcranial magnetic stimulation on spasticity after upper motor neuron injury: A systematic review and meta-analysis.Frontiers in neural circuits · 2022Pooled it
- Community Health Worker Training Curricula and Intervention Outcomes in African American and Latinx Communities: A Systematic Review.Health education & behavior : the official publication of the Society for Public Health Education · 2021Pooled it
- Which interactions matter in economic evaluations? A systematic review and simulation study.BMC medical research methodology · 2020Pooled it
- Glucocorticoids for acute viral bronchiolitis in infants and young children.The Cochrane database of systematic reviews · 2013Pooled it
- Lower tidal volume at initiation of mechanical ventilation may reduce progression to acute respiratory distress syndrome: a systematic review.Critical care (London, England) · 2013Pooled it
- Reporting of factorial trials of complex interventions in community settings: a systematic review.Trials · 2011Pooled it
- Dipeptidyl peptidase-4 (DPP-4) inhibitors for type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2008Pooled it
- Rosiglitazone for type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2007Pooled it
- Pioglitazone for type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2006 · on this mapPooled it
- Effectiveness of the Components of a Digital Multiple Health Behavior Change Intervention Among Individuals Seeking Help Online (Coach): Factorial Randomized Trial.Journal of medical Internet research · 2026Trial
- Primary school-based food environment intervention increases diet diversity: Project Daire, a cluster randomized controlled trial.The international journal of behavioral nutrition and physical activity · 2025Trial
- Combining procedural and behavioral treatments for chronic low back pain: A pilot feasibility randomized controlled trial.PM & R : the journal of injury, function, and rehabilitation · 2025Trial
- Oral Antioxidant and Lutein/Zeaxanthin Supplements Slow Geographic Atrophy Progression to the Fovea in Age-Related Macular Degeneration.Ophthalmology · 2025Trial
- Perceived Effectiveness of Cigar Warnings in Discouraging Blunt Use.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Trial
- Secondary prevention of stroke. A telehealth-delivered physical activity and diet pilot randomized trial (ENAbLE-pilot).International journal of stroke : official journal of the International Stroke Society · 2024Trial
- The impact of dual- versus single-dosing and fatty food co-administration on albendazole efficacy against hookworm among children in Mayuge district, Uganda: Results from a 2x2 factorial randomised controlled trial.PLoS neglected tropical diseases · 2023Trial
- The effects of exercise and diet on oxidative stress and telomere length in breast cancer survivors.Breast cancer research and treatment · 2023Trial
- Trial
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88 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe evaluation of more than one intervention in the same randomised controlled trial can be achieved using a parallel group design. However this requires increased sample size and can be inefficient, especially if there is also interest in considering combinations of the interventions. An alternative may be a factorial trial, where for two interventions participants are allocated to receive neither intervention, one or the other, or both. Factorial trials require special considerations, however, particularly at the design and analysis stages. DISCUSSION: Using a 2 x 2 factorial trial as an example, we present a number of issues that should be considered when planning a factorial trial. The main design issue is that of sample size. Factorial trials are most often powered to detect the main effects of interventions, since adequate power to detect plausible interactions requires greatly increased sample sizes. The main analytical issues relate to the investigation of main effects and the interaction between the interventions in appropriate regression models. Presentation of results should reflect the analytical strategy with an emphasis on the principal research questions. We also give an example of how baseline and follow-up data should be presented. Lastly, we discuss the implications of the design, analytical and presentational issues covered. SUMMARY: Difficulties in interpreting the results of factorial trials if an influential interaction is observed is the cost of the potential for efficient, simultaneous consideration of two or more interventions. Factorial trials can in principle be designed to have adequate power to detect realistic interactions, and in any case they are the only design that allows such effects to be investigated.
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.