Literature DB >> 34841910

Methodological challenges in pragmatic trials in Alzheimer's disease and related dementias: Opportunities for improvement.

Monica Taljaard1,2, Fan Li3, Bo Qin3, Caroline Cui3, Leyi Zhang3, Stuart G Nicholls1, Kelly Carroll1, Susan L Mitchell4.   

Abstract

BACKGROUND AND AIMS: We need more pragmatic trials of interventions to improve care and outcomes for people living with Alzheimer's disease and related dementias. However, these trials present unique methodological challenges in their design, analysis, and reporting-often, due to the presence of one or more sources of clustering. Failure to account for clustering in the design and analysis can lead to increased risks of Type I and Type II errors. We conducted a review to describe key methodological characteristics and obtain a "baseline assessment" of methodological quality of pragmatic trials in dementia research, with a view to developing new methods and practical guidance to support investigators and methodologists conducting pragmatic trials in this field.
METHODS: We used a published search filter in MEDLINE to identify trials more likely to be pragmatic and identified a subset that focused on people living with Alzheimer's disease or other dementias or included them as a defined subgroup. Pairs of reviewers extracted descriptive information and key methodological quality indicators from each trial.
RESULTS: We identified N = 62 eligible primary trial reports published across 36 different journals. There were 15 (24%) individually randomized, 38 (61%) cluster randomized, and 9 (15%) individually randomized group treatment designs; 54 (87%) trials used repeated measures on the same individual and/or cluster over time and 17 (27%) had a multivariate primary outcome (e.g. due to measuring an outcome on both the patient and their caregiver). Of the 38 cluster randomized trials, 16 (42%) did not report sample size calculations accounting for the intracluster correlation and 13 (34%) did not account for intracluster correlation in the analysis. Of the 9 individually randomized group treatment trials, 6 (67%) did not report sample size calculations accounting for intracluster correlation and 8 (89%) did not account for it in the analysis. Of the 54 trials with repeated measurements, 45 (83%) did not report sample size calculations accounting for repeated measurements and 19 (35%) did not utilize at least some of the repeated measures in the analysis. No trials accounted for the multivariate nature of their primary outcomes in sample size calculation; only one did so in the analysis.
CONCLUSION: There is a need and opportunity to improve the design, analysis, and reporting of pragmatic trials in dementia research. Investigators should pay attention to the potential presence of one or more sources of clustering. While methods for longitudinal and cluster randomized trials are well developed, accessible resources and new methods for dealing with multiple sources of clustering are required. Involvement of a statistician with expertise in longitudinal and clustered designs is recommended.

Entities:  

Keywords:  Alzheimer’s disease; Cluster randomized trials; dementia; intracluster correlation; longitudinal data analysis; missing data; multilevel modeling; pragmatic trials

Mesh:

Year:  2021        PMID: 34841910      PMCID: PMC8847324          DOI: 10.1177/17407745211046672

Source DB:  PubMed          Journal:  Clin Trials        ISSN: 1740-7745            Impact factor:   2.486


  32 in total

1.  Covariate-based constrained randomization of group-randomized trials.

Authors:  Lawrence H Moulton
Journal:  Clin Trials       Date:  2004       Impact factor: 2.486

2.  Modelling multivariate outcomes in hierarchical data, with application to cluster randomised trials.

Authors:  Rebecca M Turner; Rumana Z Omar; Simon G Thompson
Journal:  Biom J       Date:  2006-06       Impact factor: 2.207

3.  Sample size determination in superiority clinical trials with multiple co-primary correlated endpoints.

Authors:  Takashi Sozu; Tomoyuki Sugimoto; Toshimitsu Hamasaki
Journal:  J Biopharm Stat       Date:  2011-07       Impact factor: 1.051

4.  Properties and pitfalls of weighting as an alternative to multilevel multiple imputation in cluster randomized trials with missing binary outcomes under covariate-dependent missingness.

Authors:  Elizabeth L Turner; Lanqiu Yao; Fan Li; Melanie Prague
Journal:  Stat Methods Med Res       Date:  2019-07-11       Impact factor: 3.021

5.  'Pragmatic' and 'explanatory' attitudes to randomised trials.

Authors:  Merrick Zwarenstein
Journal:  J R Soc Med       Date:  2017-05       Impact factor: 5.344

Review 6.  Essential Ingredients and Innovations in the Design and Analysis of Group-Randomized Trials.

Authors:  David M Murray; Monica Taljaard; Elizabeth L Turner; Stephanie M George
Journal:  Annu Rev Public Health       Date:  2019-12-23       Impact factor: 21.981

7.  Power analysis for cluster randomized trials with multiple binary co-primary endpoints.

Authors:  Dateng Li; Jing Cao; Song Zhang
Journal:  Biometrics       Date:  2020-01-02       Impact factor: 2.571

8.  A search filter to identify pragmatic trials in MEDLINE was highly specific but lacked sensitivity.

Authors:  Monica Taljaard; Steve McDonald; Stuart G Nicholls; Kelly Carroll; Spencer P Hey; Jeremy M Grimshaw; Dean A Fergusson; Merrick Zwarenstein; Joanne E McKenzie
Journal:  J Clin Epidemiol       Date:  2020-05-11       Impact factor: 6.437

9.  Intra-cluster correlations from the CLustered OUtcome Dataset bank to inform the design of longitudinal cluster trials.

Authors:  Elizabeth Korevaar; Jessica Kasza; Monica Taljaard; Karla Hemming; Terry Haines; Elizabeth L Turner; Jennifer A Thompson; James P Hughes; Andrew B Forbes
Journal:  Clin Trials       Date:  2021-06-04       Impact factor: 2.486

10.  Developing a framework for the ethical design and conduct of pragmatic trials in healthcare: a mixed methods research protocol.

Authors:  Monica Taljaard; Charles Weijer; Jeremy M Grimshaw; Adnan Ali; Jamie C Brehaut; Marion K Campbell; Kelly Carroll; Sarah Edwards; Sandra Eldridge; Christopher B Forrest; Bruno Giraudeau; Cory E Goldstein; Ian D Graham; Karla Hemming; Spencer Phillips Hey; Austin R Horn; Vipul Jairath; Terry P Klassen; Alex John London; Susan Marlin; John C Marshall; Lauralyn McIntyre; Joanne E McKenzie; Stuart G Nicholls; P Alison Paprica; Merrick Zwarenstein; Dean A Fergusson
Journal:  Trials       Date:  2018-09-27       Impact factor: 2.279

View more
  1 in total

1.  Ethical considerations within pragmatic randomized controlled trials in dementia: Results from a literature survey.

Authors:  Stuart G Nicholls; Kelly Carroll; Hayden P Nix; Fan Li; Spencer Phillips Hey; Susan L Mitchell; Charles Weijer; Monica Taljaard
Journal:  Alzheimers Dement (N Y)       Date:  2022-05-02
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.