Statistical design and analysis in trials of proportionate interventions: a systematic review.

Trials

Department of Health Sciences, University of York, Area 2, Seebohm, Rowntree Building, York, Y010 5DD, UK.

Published: February 2019

Background: In proportionate or adaptive interventions, the dose or intensity can be adjusted based on individual need at predefined decision stages during the delivery of the intervention. The development of such interventions may require an evaluation of the effectiveness of the individual stages in addition to the whole intervention. However, evaluating individual stages of an intervention has various challenges, particularly the statistical design and analysis. This review aimed to identify the use of trials of proportionate interventions and how they are being designed and analysed in current practice.

Methods: We searched MEDLINE, Web of Science and PsycINFO for articles published between 2010 and 2015 inclusive. We considered trials of proportionate interventions in all fields of research. For each trial, its aims, design and analysis were extracted. The data synthesis was conducted using summary statistics and a narrative format.

Results: Our review identified 44 proportionate intervention trials, comprising 28 trial results, 13 protocols and three secondary analyses. These were mostly described as stepped care (n=37) and mainly focussed on mental health research (n=30). The other studies were aimed at finding an optimal adaptive treatment strategy (n=7) in a variety of therapeutic areas. Further terminology used included adaptive intervention, staged intervention, sequentially multiple assignment trial or a two-phase design. The median number of decision stages in the interventions was two and only one study explicitly evaluated the effect of the individual stages.

Conclusions: Trials of proportionate staged interventions are being used predominantly within the mental health field. However, few studies consider the different stages of the interventions, either at the design or the analysis phase, and how they may interact with one another. There is a need for further guidance on the design, analyses and reporting across trials of proportionate interventions.

Trial Registration: Prospero, CRD42016033781. Registered on 2 February 2016.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6396459PMC
http://dx.doi.org/10.1186/s13063-019-3206-xDOI Listing

Publication Analysis

Top Keywords

trials proportionate
20
design analysis
16
proportionate interventions
12
statistical design
8
interventions
8
decision stages
8
individual stages
8
mental health
8
stages interventions
8
proportionate
7

Similar Publications

Ependymoma (EPN) is a common form of brain tumor in children, often resistant to available cytotoxic therapies. Molecular profiling studies have led to a better understanding of EPN subtypes and revealed a critical role of oncogenes ZFTA-RELA fusion and EPHB2 in supratentorial ependymoma (ST-EPN). However, the immune system's role in tumor progression and response to therapy remains poorly understood.

View Article and Find Full Text PDF

ADC189 is a novel drug of cap-dependent endonuclease inhibitor. In our study, its antiviral efficacy was evaluated in vitro and in vivo, and compared with baloxavir marboxil and oseltamivir. A first-in-human phase I study in healthy volunteers included single ascending dose (SAD) and food effect (FE) parts.

View Article and Find Full Text PDF

An introduction to MyBFF@school, a school-based childhood obesity intervention program: a cluster randomized controlled trial.

BMC Public Health

January 2025

Department of Pediatrics, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, 50603, Malaysia.

Obesity trend among Malaysian children is on the rise. Noting that the tendency for them to grow into obese adults and the relationship of obesity to many non-communicable diseases, the My Body is Fit and Fabulous at School (MyBFF@school program) was designed to combat obesity among the schoolchildren. The program was piloted in 2014 in Putrajaya, Malaysia.

View Article and Find Full Text PDF

Background: The growing incidence of obesity has led to a proportionate rise in type 2 diabetes mellitus (T2DM) and its associated complications. We aimed to compare the long-term outcomes of Roux-en-y Gastric Bypass surgery (RYGB) and conventional medical management in T2DM obese patients.

Methods: PubMed, Google Scholar, and Clinicaltrial.

View Article and Find Full Text PDF

Objective: The term 'research participation effects' (RPEs) is intended to capture features and artefacts of study design that may affect measured outcomes in ways that introduce bias into research findings, impacting inference and outcome validity. This systematic review aims to identify which RPEs have been studied in the context of alcohol research and provide an overview of estimates of RPEs on self-reported alcohol consumption.

Study Design And Setting: This systematic review summarises the available evidence on research participation effects in alcohol research.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!