Early secondary outcome analysis in multi-phase randomised-controlled trials, a pragmatic approach: the Healthy Life Trajectories Initiative (HeLTI)

BACKGROUND: The extended time frame of some trials can cause significant challenges in delaying all analyses until the primary outcome is attained. This may particularly affect any mechanistic studies linked to secondary outcomes, as well as impact the involvement of trainees and junior investigators in the project. This manuscript describes the strategy and process by which the leadership of the Healthy Life Trajectories Initiative (HeLTI) developed an analysis approach. METHODS: The study involved the engagement of an expert panel with broad knowledge in disciplines relevant to the study. RESULTS: Several reviewers emphasised the importance of undertaking analysis only after the primary outcome has been achieved. However, the majority of reviewers highlighted that this was not practical in the context of the HeLTI consortium because valuable interim analysis would be missed. CONCLUSION: After careful consideration of the issue and feedback received, the HeLTI leadership agreed to an approach that allowed publishing between-group comparisons of secondary outcomes and linked mechanistic studies before the primary outcome, using an a priori agreed phased approach.

Authors

Institutions

Publication Details

Journal
Trials
Published
2026-04-30
DOI
https://doi.org/10.1186/s13063-026-09737-w
Primary Topic
Delphi Technique in Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Early secondary outcome analysis in multi-phase randomised-controlled trials, a pragmatic approach: the Healthy Life Trajectories Initiative (HeLTI)

Kumar Gavali Suryanarayana, Stephen J. Lye, William D. Fraser, Jean‐Patrice Baillargeon et al.
Trials
Delphi Technique in Research
article

Early secondary outcome analysis in multi-phase randomised-controlled trials, a pragmatic approach: the Healthy Life Trajectories Initiative (HeLTI)

Kumar Gavali Suryanarayana, Stephen J. Lye, William D. Fraser, Jean‐Patrice Baillargeon, Cindy‐Lee Dennis, Stephen G. Matthews, Shane Anthony Norris, Kalyanaraman Kumaran, Jianxia Fan, Hefeng Huang, Rayjean J Hung, Catherine S Birken
article en

Abstract

BACKGROUND: The extended time frame of some trials can cause significant challenges in delaying all analyses until the primary outcome is attained. This may particularly affect any mechanistic studies linked to secondary outcomes, as well as impact the involvement of trainees and junior investigators in the project. This manuscript describes the strategy and process by which the leadership of the Healthy Life Trajectories Initiative (HeLTI) developed an analysis approach. METHODS: The study involved the engagement of an expert panel with broad knowledge in disciplines relevant to the study. RESULTS: Several reviewers emphasised the importance of undertaking analysis only after the primary outcome has been achieved. However, the majority of reviewers highlighted that this was not practical in the context of the HeLTI consortium because valuable interim analysis would be missed. CONCLUSION: After careful consideration of the issue and feedback received, the HeLTI leadership agreed to an approach that allowed publishing between-group comparisons of secondary outcomes and linked mechanistic studies before the primary outcome, using an a priori agreed phased approach.

Trials
Université de Sherbrooke (CA), Shanghai Jiao Tong University (CN), University of Toronto (CA), University of the Witwatersrand (ZA), Lunenfeld-Tanenbaum Research Institute (CA), Centre Hospitalier Universitaire de Sherbrooke (CA), Vivekananda Memorial Hospital (IN), International Peace Maternity & Child Health Hospital (CN), SickKids Foundation (CA), CSI Holdsworth Memorial Hospital (IN), University of Southampton (GB), Zhejiang University (CN)
South African Medical Research Council, Department of Biotechnology, Ministry of Science and Technology, India, National Natural Science Foundation of China, Canadian Institutes of Health Research
Openalex Percentile: Top 8%
Delphi Technique in Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.