Journal of Sports Science and Medicine
Journal of Sports Science and Medicine
ISSN: 1303 - 2968   
Ios-APP Journal of Sports Science and Medicine
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©Journal of Sports Science and Medicine ( 2026 )  25 ,  950  -  959   DOI: https://doi.org/10.52082/jssm.2026.950

Review article
Effects of Exercise Type and Dose on Cardiorespiratory Fitness in Children and Adolescents: A Systematic Review and Bayesian Multilevel Network Meta-Analysis
Zhiduo Chen1, Jinyu Wang1, Jie Song2, Shudong Tian1, Shangjian Yang1, 
Author Information
1 School of Physical Education, Shandong University, Jinan, China
2 Water Sports Management Center, General Administration of Sport of China, Beijing, China

Shangjian Yang
✉ School of Physical Education, Shandong University 17922, Jingshi Road, Jinan 250061, Shandong, China
Email: yangshangjian@sdu.edu.cn
Publish Date
Received: 27-07-2026
Accepted: 13-10-2026
Published (online): 01-12-2026
Narrated in English
 
 
ABSTRACT

Cardiorespiratory fitness (CRF), commonly assessed using maximal oxygen uptake (VO2max), is an important health marker in children and adolescents. We compared the effects of different exercise types and examined dose-response associations with CRF. PubMed, Embase, the Cochrane Library, and Web of Science were searched from inception to June 2026 for randomized controlled trials involving participants younger than 18 years. All analyses were conducted after the final search. Interventions were classified as high-intensity interval training (HIIT), sprint interval training (SIT), high-intensity aerobic exercise (HAE), moderate-intensity aerobic exercise (MAE), combined exercise (CE), or resistance exercise (RE). We performed an arm-based Bayesian multilevel random-effects network meta-analysis and Bayesian meta-regression. Fifty-two trials involving 4, 308 participants were included. Compared with the control group, HIIT had the largest estimated improvement in CRF (mean difference [MD] = 2.50, 95% credible interval [CrI]: 1.46 to 3.51), followed by SIT (MD = 2.05, 95% CrI: 0.85 to 3.22), CE (MD = 1.95, 95% CrI: 0.87 to 2.98), and HAE (MD = 1.25, 95% CrI: 0.09 to 2.41). The intervals for MAE and RE included the null value. Dose-response analyses showed the highest posterior mean effects around 1,100 METy-min/week, 40 min/session, and a METy-based intensity of approximately 8.5 METy, although the weekly-dose estimate remained imprecise. Exercise interventions were associated with improved CRF in children and adolescents, with HIIT and SIT ranking most favorably. Study-level analyses suggested favorable patterns around 1,100 METy-min/week, 40 min/session, and 8.5 METy, although these should not be considered precise optimal prescriptions.

Key words: Pediatric population, Youth, Physical training, VOmax, Dose-response relationship


           Key Points
  • HIIT and SIT ranked most favorably for improving VOmax in children and adolescents.
  • Dose-response analyses suggested higher posterior mean effects around 1,100 METy-min/week, 40 min/session, and 8.5 METy.
  • Substantial heterogeneity and limited certainty of evidence warrant cautious interpretation of the exercise rankings and dose-response findings.
 
 
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