The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis

Abstract Background As a type of game-based training (GBT), small-sided games (SSGs) are often compared with non-game-based training (NGBT) in team sports. However, there is still no consensus on the chronic effects between SSGs and NGBT, including high intensity interval training (HIIT) and traditi...

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Main Authors: Zefeng Zhang, Jianhua Xu, Xiangbo Ji, Rui Chen
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Sports Science, Medicine and Rehabilitation
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Online Access:https://doi.org/10.1186/s13102-025-01184-5
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author Zefeng Zhang
Jianhua Xu
Xiangbo Ji
Rui Chen
author_facet Zefeng Zhang
Jianhua Xu
Xiangbo Ji
Rui Chen
author_sort Zefeng Zhang
collection DOAJ
description Abstract Background As a type of game-based training (GBT), small-sided games (SSGs) are often compared with non-game-based training (NGBT) in team sports. However, there is still no consensus on the chronic effects between SSGs and NGBT, including high intensity interval training (HIIT) and traditional technical drills (TTD), on physical performance in basketball players. Objective To systematically compare the chronic effects of SSGs versus NGBT on the physical fitness in basketball players through meta-analysis and to explore the moderator effects of training variables in SSGs. Methods A systematic search was conducted in databases including PubMed, Scopus, Web of Science, EBSCO host, and CNKI, covering the period from inception until December 13, 2023, with last updated on April 14, 2025. The meta-analysis, sensitivity analysis, publication bias detection and subgroup analysis were mainly conducted by Review Manager 5.3. The methodological quality of the included studies was assessed by the PEDro scale and the NOS scale. Results A total of 10 studies involving 253 subjects were included. The meta-analysis results indicated that: (1) No statistically significant differences were found between SSGs and NGBT for the improvement on aerobic and COD performance in basketball players (P > 0.05). And significantly higher enhancement of the lower limb explosive performance were found in SSGs compared with NGBT (SMD = 0.51, 95%CI: 0.20 to 0.82; P = 0.001). (2) Subgroup analysis revealed that SSGs programs favored a weekly training frequency ≥ 3 sessions (SMD = 0.60, 95%CI:0.08 to 1.13) in the improvement of aerobic performance and participants aged < 18 (SMD = 0.56, 95%CI:0.17 to 0.96) or training duration < 18.8 (SMD = 0.60, 95%CI:0.20 to 0.99) in the improvement of lower limb explosive performance. In addition, a higher enhancement of the lower limb explosive performance was found in SSGs versus TTD compared to SSGs versus HIIT (SMD = 0.78, 95%CI:0.33 to 1.22). Conclusions The evidence indicated that SSGs are as effective as NGBT for increasing aerobic and COD performance, and SSGs are more effective than NGBT for improving lower limb explosive performance in basketball players. Moreover, it is important to consider the influence of moderator variables such as weekly training frequency, age of participants and training duration when designing the SSGs programs. The findings provide consensus on the training effects of physical fitness between SSGs and NGBT, and offer directions for further research on optimal SSGs programs. Trial registration This study was registered with PROSPERO (ID. CRD42023483633).
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spelling doaj-art-b4aeb68dc1cb408c8d7e8c0217c089d72025-08-20T03:10:35ZengBMCBMC Sports Science, Medicine and Rehabilitation2052-18472025-06-0117111310.1186/s13102-025-01184-5The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysisZefeng Zhang0Jianhua Xu1Xiangbo Ji2Rui Chen3Department of Physical Education and Sport Science, Fujian Normal UniversityDepartment of Physical Education and Sport Science, Fujian Normal UniversityDepartment of Physical Education and Sport Science, Nanjing Normal UniversityDepartment of Physical Education and Sport Science, Fujian Normal UniversityAbstract Background As a type of game-based training (GBT), small-sided games (SSGs) are often compared with non-game-based training (NGBT) in team sports. However, there is still no consensus on the chronic effects between SSGs and NGBT, including high intensity interval training (HIIT) and traditional technical drills (TTD), on physical performance in basketball players. Objective To systematically compare the chronic effects of SSGs versus NGBT on the physical fitness in basketball players through meta-analysis and to explore the moderator effects of training variables in SSGs. Methods A systematic search was conducted in databases including PubMed, Scopus, Web of Science, EBSCO host, and CNKI, covering the period from inception until December 13, 2023, with last updated on April 14, 2025. The meta-analysis, sensitivity analysis, publication bias detection and subgroup analysis were mainly conducted by Review Manager 5.3. The methodological quality of the included studies was assessed by the PEDro scale and the NOS scale. Results A total of 10 studies involving 253 subjects were included. The meta-analysis results indicated that: (1) No statistically significant differences were found between SSGs and NGBT for the improvement on aerobic and COD performance in basketball players (P > 0.05). And significantly higher enhancement of the lower limb explosive performance were found in SSGs compared with NGBT (SMD = 0.51, 95%CI: 0.20 to 0.82; P = 0.001). (2) Subgroup analysis revealed that SSGs programs favored a weekly training frequency ≥ 3 sessions (SMD = 0.60, 95%CI:0.08 to 1.13) in the improvement of aerobic performance and participants aged < 18 (SMD = 0.56, 95%CI:0.17 to 0.96) or training duration < 18.8 (SMD = 0.60, 95%CI:0.20 to 0.99) in the improvement of lower limb explosive performance. In addition, a higher enhancement of the lower limb explosive performance was found in SSGs versus TTD compared to SSGs versus HIIT (SMD = 0.78, 95%CI:0.33 to 1.22). Conclusions The evidence indicated that SSGs are as effective as NGBT for increasing aerobic and COD performance, and SSGs are more effective than NGBT for improving lower limb explosive performance in basketball players. Moreover, it is important to consider the influence of moderator variables such as weekly training frequency, age of participants and training duration when designing the SSGs programs. The findings provide consensus on the training effects of physical fitness between SSGs and NGBT, and offer directions for further research on optimal SSGs programs. Trial registration This study was registered with PROSPERO (ID. CRD42023483633).https://doi.org/10.1186/s13102-025-01184-5Game-based trainingModerator variable analysisAerobic performanceLower limb explosiveness performanceCOD performance
spellingShingle Zefeng Zhang
Jianhua Xu
Xiangbo Ji
Rui Chen
The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
BMC Sports Science, Medicine and Rehabilitation
Game-based training
Moderator variable analysis
Aerobic performance
Lower limb explosiveness performance
COD performance
title The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
title_full The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
title_fullStr The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
title_full_unstemmed The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
title_short The effects of small-sided games on physical fitness in basketball players: a systematic review and meta-analysis
title_sort effects of small sided games on physical fitness in basketball players a systematic review and meta analysis
topic Game-based training
Moderator variable analysis
Aerobic performance
Lower limb explosiveness performance
COD performance
url https://doi.org/10.1186/s13102-025-01184-5
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