Understanding the “how” and “why”: A mixed methods process evaluation for the PRO-HIIT intervention

INTRODUCTION: Process evaluation completes outcome evaluation by explaining "how" and "why" an intervention is (in)effective. The aim of this study was to conduct a mixed methods process evaluation for the PRO-HIIT intervention. METHODS: The PRO-HIIT intervention replaced the traditional warm-up period with 6-8 minutes of high-intensity interval training in the physical education and activity lessons, aiming to promote physical fitness, psychological parameters and academic performances among Chinese adolescents. The process evaluation was guided by the Medical Research Council guidance for the evaluation of complex interventions. Three process evaluation domains, including twelve process evaluation measures, were assessed using both quantitative and qualitative methods. Key means for process evaluation included were training logbook recording, intensity monitoring, and semi structured focus groups. RESULTS: The PRO-HIIT intervention showed high level of retention rate and dose received. The dose delivered was slightly less than anticipated, with an average 26.5 sessions delivered over twelve intervention weeks. The average heart rate was 146 beats per minute, corresponding to 71% maximum heart rate, with the mean heart rate peak was 175 beats per minute (85% maximum heart rate). The average sessional rating of perceived exertion was 5, ranging from 3 to 8. Overall, participants and physical education teachers showed positive response towards the PRO-HIIT intervention. Session duration and work-to-rest ratio were adapted to balance the intervention satisfaction and effectiveness. Barriers to intervention delivery included competing priorities, severe weather, lack of sleep, repetition of exercises, and rating of perceived exertion administration, whereas facilitators included space efficiency, imparting knowledge, peer coaches, music, and physical education teachers perform the session with participants. No intervention-related injury occurred. CONCLUSIONS: This process evaluation provided a lens through which to facilitate the interpretation of the effectiveness of the PRO-HIIT intervention. The results provide valuable insights into how a school-based HIIT intervention can be implemented and refined.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2026-06-30
DOI
https://doi.org/10.1371/journal.pone.0352772
Primary Topic
Cardiovascular and exercise physiology
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Understanding the “how” and “why”: A mixed methods process evaluation for the PRO-HIIT intervention

Stephanie L. Duncombe, Yong Liu, Craig Anthony Williams, Yaodong Gu et al.
PLoS ONE
Cardiovascular and exercise physiology
article

Understanding the “how” and “why”: A mixed methods process evaluation for the PRO-HIIT intervention

Stephanie L. Duncombe, Yong Liu, Craig Anthony Williams, Yaodong Gu, Andrew O. Agbaje, A.R. Barker, M Li, Anna-Lynne R. Adlam, Huiyu Zhou
article en

Abstract

INTRODUCTION: Process evaluation completes outcome evaluation by explaining "how" and "why" an intervention is (in)effective. The aim of this study was to conduct a mixed methods process evaluation for the PRO-HIIT intervention. METHODS: The PRO-HIIT intervention replaced the traditional warm-up period with 6-8 minutes of high-intensity interval training in the physical education and activity lessons, aiming to promote physical fitness, psychological parameters and academic performances among Chinese adolescents. The process evaluation was guided by the Medical Research Council guidance for the evaluation of complex interventions. Three process evaluation domains, including twelve process evaluation measures, were assessed using both quantitative and qualitative methods. Key means for process evaluation included were training logbook recording, intensity monitoring, and semi structured focus groups. RESULTS: The PRO-HIIT intervention showed high level of retention rate and dose received. The dose delivered was slightly less than anticipated, with an average 26.5 sessions delivered over twelve intervention weeks. The average heart rate was 146 beats per minute, corresponding to 71% maximum heart rate, with the mean heart rate peak was 175 beats per minute (85% maximum heart rate). The average sessional rating of perceived exertion was 5, ranging from 3 to 8. Overall, participants and physical education teachers showed positive response towards the PRO-HIIT intervention. Session duration and work-to-rest ratio were adapted to balance the intervention satisfaction and effectiveness. Barriers to intervention delivery included competing priorities, severe weather, lack of sleep, repetition of exercises, and rating of perceived exertion administration, whereas facilitators included space efficiency, imparting knowledge, peer coaches, music, and physical education teachers perform the session with participants. No intervention-related injury occurred. CONCLUSIONS: This process evaluation provided a lens through which to facilitate the interpretation of the effectiveness of the PRO-HIIT intervention. The results provide valuable insights into how a school-based HIIT intervention can be implemented and refined.

PLoS ONEVol. 21(6)
Ningbo University (CN), Zhejiang Wanli University (CN), The University of Queensland (AU), University of Eastern Finland (FI), University of Exeter (GB)
University of Exeter, China Scholarship Council
Quality Education
Openalex Percentile: Top 5%
Cardiovascular and exercise physiology
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.