Evidence map›Paper›PMID 41432633›Full record

ArticleJournal of strength and conditioning research2026

Effects of Player Characteristics and Periodization Strategies on External and Internal Loads, Wellness, and Recovery in Collegiate Male Basketball Players.

Shaoliang Zhang, Ming Li, Wei Xing, Wenbo Zheng, Zongpeng Zhai

Abstract read
In one paragraph

Article in Journal of strength and conditioning research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Shaoliang ZhangAthletic Performance and Data Science Laboratory, Division of Sports Science and Physical Education, Tsinghua University, Beijing, China.
Ming LiAthletic Performance and Data Science Laboratory, Division of Sports Science and Physical Education, Tsinghua University, Beijing, China.ORCID 0009-0008-0192-6186
Wei XingDivision of Sports Science and Physical Education, Tsinghua University, Beijing, China.
Wenbo ZhengNational Research Institute of Sports Medicine, General Administration of Sport of China, Beijing, China.
Zongpeng ZhaiSchool of Physical Education, Shenzhen University, Shenzhen, China.

Funding

National Social Science Foundation of ChinaNational Social Science Foundation of China 20ATY009Sports Think Tank Construction Project of the General Administration of Sport of China 20232000007Tsinghua University Talent Recruitment Program 53330000422
6 · The paper itself

Abstract

abstractZhang, S, Li, M, Xing, W, Zheng, W, and Zhai, Z. Effects of player characteristics and periodization strategies on external and internal loads, wellness, and recovery in collegiate male basketball players. J Strength Cond Res 40(5): e472-e478, 2026-This study investigated the effects of playing time, player role, player position, and training cycles-both microcycles (the six days leading up to a match) and mesocycles (the four weeks preceding competition)-on PlayerLoad (PL), rating of perceived exertion (RPE),well-being (WB), and total quality recovery (TQR) in highly trained collegiate male basketball players. A total of 18 highly trained collegiate male basketball players were monitored across a continuous 2-month, resulting in a total of 804 training session observations. External load was quantified as PL using wearable tracking devices, while internal load was assessed through RPE. Well-being and TQR were measured using digital self-report questionnaires. The key findings showed that high-minute players (>26 minutes) exhibited significantly higher PL ( p < 0.05, effect sizes [ES] = 0.34) and RPE ( p < 0.05, ES = 0.33) compared with low-minute players (<26 minutes). Positional differences were also reported, with centers reporting significantly lower RPE than forwards ( p < 0.05, ES = -0.67) and higher WB than guards ( p < 0.05, ES = -0.88). In the microcycle analysis, the highest PL and RPE were observed 5 to 6 days before official matches. Mesocycle analysis showed a significant increase in PL and RPE during week 2, accompanied by a concurrent decrease in TQR. These results demonstrate that playing time, player role, player position, and training cycles significantly influence PL, RPE, WB, and TQR, underscoring the importance of individualized load management within microcycle and mesocycle structures to optimize performance and recovery in collegiate male basketball players.

Indexed as

Athletic PerformanceBasketballPhysical Conditioning, HumanAthletesHumansMalePhysical ExertionYoung Adultathletic performancemonitoring training loadteam sportswearable technology

Identifiers

PMID41432633
PMCPMC13098654

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.