Zijing Huang , Jian Sun , Duanying Li , Chao Chen , Dexin Wang
{"title":"自动调节阻力训练增强最大力量:系统回顾和网络荟萃分析","authors":"Zijing Huang , Jian Sun , Duanying Li , Chao Chen , Dexin Wang","doi":"10.1016/j.jesf.2025.07.006","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><div>This study aims to systematically review the effects of Autoregulating Progressive Resistance Exercise (APRE), Rating of Perceived Exertion (RPE), and Velocity-based Resistance Training (VBRT) on maximal strength through a network meta-analysis.</div></div><div><h3>Methods</h3><div>Forest plots and network diagrams visualized training modality differences and intervention relationships. Pooled standard mean difference (SMD) of different studies and the corresponding 95 % confidence intervals (CIs) quantified effect sizes, with inconsistency models assessing heterogeneity and surface under the cumulative ranking curve (SUCRA) values ranking protocols by optimal probability.</div></div><div><h3>Results</h3><div>For back squat 1RM, no moderate/large effect sizes were observed between interventions. SUCRA rankings showed APRE (93.0 %) as the most optimal intervention, followed by RPE (66.8 %), VBRT (27.0 %), and PBRT (13.2 %). In bench press 1RM, PBRT demonstrated a large effect vs APRE (SMD = −0.83, −1.22 to −0.44), while RPE showed a moderate effect vs APRE (SMD = −0.76, −1.70 to 0.19). SUCRA rankings prioritized APRE (97.1 %), followed by VBRT (57.1 %), RPE (29.9 %), and PBRT (15.9 %).</div></div><div><h3>Conclusion</h3><div>In this study, the network meta-analysis confirmed that APRE, VBRT, and RPE were significantly more effective than PBRT in enhancing maximum strength. Among these, APRE demonstrated the greatest effect, ranking first in the improvement of both the back squat and bench press 1RM, followed by VBRT, RPE, and PBRT.</div></div>","PeriodicalId":15793,"journal":{"name":"Journal of Exercise Science & Fitness","volume":"23 4","pages":"Pages 360-369"},"PeriodicalIF":2.4000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Autoregulated resistance training for maximal strength enhancement: A systematic review and network meta-analysis\",\"authors\":\"Zijing Huang , Jian Sun , Duanying Li , Chao Chen , Dexin Wang\",\"doi\":\"10.1016/j.jesf.2025.07.006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objectives</h3><div>This study aims to systematically review the effects of Autoregulating Progressive Resistance Exercise (APRE), Rating of Perceived Exertion (RPE), and Velocity-based Resistance Training (VBRT) on maximal strength through a network meta-analysis.</div></div><div><h3>Methods</h3><div>Forest plots and network diagrams visualized training modality differences and intervention relationships. Pooled standard mean difference (SMD) of different studies and the corresponding 95 % confidence intervals (CIs) quantified effect sizes, with inconsistency models assessing heterogeneity and surface under the cumulative ranking curve (SUCRA) values ranking protocols by optimal probability.</div></div><div><h3>Results</h3><div>For back squat 1RM, no moderate/large effect sizes were observed between interventions. SUCRA rankings showed APRE (93.0 %) as the most optimal intervention, followed by RPE (66.8 %), VBRT (27.0 %), and PBRT (13.2 %). In bench press 1RM, PBRT demonstrated a large effect vs APRE (SMD = −0.83, −1.22 to −0.44), while RPE showed a moderate effect vs APRE (SMD = −0.76, −1.70 to 0.19). SUCRA rankings prioritized APRE (97.1 %), followed by VBRT (57.1 %), RPE (29.9 %), and PBRT (15.9 %).</div></div><div><h3>Conclusion</h3><div>In this study, the network meta-analysis confirmed that APRE, VBRT, and RPE were significantly more effective than PBRT in enhancing maximum strength. Among these, APRE demonstrated the greatest effect, ranking first in the improvement of both the back squat and bench press 1RM, followed by VBRT, RPE, and PBRT.</div></div>\",\"PeriodicalId\":15793,\"journal\":{\"name\":\"Journal of Exercise Science & Fitness\",\"volume\":\"23 4\",\"pages\":\"Pages 360-369\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Exercise Science & Fitness\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1728869X25000590\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"SPORT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Exercise Science & Fitness","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1728869X25000590","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"SPORT SCIENCES","Score":null,"Total":0}
Autoregulated resistance training for maximal strength enhancement: A systematic review and network meta-analysis
Objectives
This study aims to systematically review the effects of Autoregulating Progressive Resistance Exercise (APRE), Rating of Perceived Exertion (RPE), and Velocity-based Resistance Training (VBRT) on maximal strength through a network meta-analysis.
Methods
Forest plots and network diagrams visualized training modality differences and intervention relationships. Pooled standard mean difference (SMD) of different studies and the corresponding 95 % confidence intervals (CIs) quantified effect sizes, with inconsistency models assessing heterogeneity and surface under the cumulative ranking curve (SUCRA) values ranking protocols by optimal probability.
Results
For back squat 1RM, no moderate/large effect sizes were observed between interventions. SUCRA rankings showed APRE (93.0 %) as the most optimal intervention, followed by RPE (66.8 %), VBRT (27.0 %), and PBRT (13.2 %). In bench press 1RM, PBRT demonstrated a large effect vs APRE (SMD = −0.83, −1.22 to −0.44), while RPE showed a moderate effect vs APRE (SMD = −0.76, −1.70 to 0.19). SUCRA rankings prioritized APRE (97.1 %), followed by VBRT (57.1 %), RPE (29.9 %), and PBRT (15.9 %).
Conclusion
In this study, the network meta-analysis confirmed that APRE, VBRT, and RPE were significantly more effective than PBRT in enhancing maximum strength. Among these, APRE demonstrated the greatest effect, ranking first in the improvement of both the back squat and bench press 1RM, followed by VBRT, RPE, and PBRT.
期刊介绍:
The Journal of Exercise Science and Fitness is the official peer-reviewed journal of The Society of Chinese Scholars on Exercise Physiology and Fitness (SCSEPF), the Physical Fitness Association of Hong Kong, China (HKPFA), and the Hong Kong Association of Sports Medicine and Sports Science (HKASMSS). It is published twice a year, in June and December, by Elsevier.
The Journal accepts original investigations, comprehensive reviews, case studies and short communications on current topics in exercise science, physical fitness and physical education.