SynthesisSports medicine (Auckland, N.Z.)2021
Measuring Physical Demands in Basketball: An Explorative Systematic Review of Practices.
Synthesis in Sports medicine (Auckland, N.Z.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
60 citing papers in PubMed, 6 syntheses or guidelines pooled it, 131 citations in OpenAlex.
- The Correlations Between Training Load Parameters and Physical Performance Adaptations in Team Sports: A Systematic Review and Meta-analysis.Sports medicine - open · 2025Pooled it
- Intensity Zones and Intensity Thresholds Used to Quantify External Load in Competitive Basketball: A Systematic Review.Sports medicine (Auckland, N.Z.) · 2024Pooled it
- Core Body Temperatures in Intermittent Sports: A Systematic Review.Sports medicine (Auckland, N.Z.) · 2023Pooled it
- Monitoring Internal Load in Women's Basketball via Subjective and Device-Based Methods: A Systematic Review.Sensors (Basel, Switzerland) · 2023Pooled it
- External and Internal Load Variables Encountered During Training and Games in Female Basketball Players According to Playing Level and Playing Position: A Systematic Review.Sports medicine - open · 2022Pooled it
- Effects of small-sided games training programs on physiological and physical adaptations of youth basketball players: A systematic review.Science progressPooled it
- Effect of 8-Week β-Alanine Supplementation on CRP, IL-6, Body Composition, and Bio-Motor Abilities in Elite Male Basketball Players.International journal of environmental research and public health · 2022Trial
- Data-Driven Reduction of External Load Variables in Indoor Team Sports Using Local Positioning System.Journal of functional morphology and kinesiology · 2026Article
- Does the Intent Match the Output: Aligning Development Goals With Training Load in Youth Basketball.European journal of sport science · 2026Article
- Peak external game demands are impacted by season phase but not match outcome or a mid-season coaching change in semi-professional, male basketball players.Frontiers in physiology · 2026Article
- Game load dynamics in basketball: influence of playing position and match progression.Frontiers in physiology · 2026Article
- Associations between time-series features of training-load monitoring indicators and relative composite performance in elite speed climbers: a GEE and quantile regression study.Frontiers in physiology · 2026Article
- Monitoring game load across quarters in professional basketball: positional differences and contextual effects.Biology of sport · 2026Article
- Characterizing multidimensional worst-case scenarios in elite youth basketball: effects of time window and playing position.Frontiers in sports and active living · 2026Article
- A comparison between the planned and actual external loads experienced during training in a professional, male basketball team.Frontiers in psychology · 2026Article
- External and internal load profiles by age and sex in youth basketball players.BMC sports science, medicine & rehabilitation · 2025Article
- Work Demands, Responses, and Coping Strategies for Staff in High-Performance Sport: A Scoping Review.Sports medicine (Auckland, N.Z.) · 2025Article
- A comprehensive analysis of internal and external load monitoring systems in basketball.Scientific reports · 2025Article
- Quantitative research on the training effect of youth basketball: impact on physical fitness indicators - a systematic review and meta-analysis.BMC sports science, medicine & rehabilitation · 2025Article
- Influence of Jump and Ball Release Parameters on Shooting Accuracy in Basketball Under Varying Constraints.Journal of functional morphology and kinesiology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMeasuring the physical work and resultant acute psychobiological responses of basketball can help to better understand and inform physical preparation models and improve overall athlete health and performance. Recent advancements in training load monitoring solutions have coincided with increases in the literature describing the physical demands of basketball, but there are currently no reviews that summarize all the available basketball research. Additionally, a thorough appraisal of the load monitoring methodologies and measures used in basketball is lacking in the current literature. This type of critical analysis would allow for consistent comparison between studies to better understand physical demands across the sport.
objectivesThe objective of this systematic review was to assess and critically evaluate the methods and technologies used for monitoring physical demands in competitive basketball athletes. We used the term 'training load' to encompass the physical demands of both training and game activities, with the latter assumed to provide a training stimulus as well. This review aimed to critique methodological inconsistencies, establish operational definitions specific to the sport, and make recommendations for basketball training load monitoring practice and reporting within the literature.
methodsA systematic review of the literature was performed using EBSCO, PubMed, SCOPUS, and Web of Science to identify studies through March 2020. Electronic databases were searched using terms related to basketball and training load. Records were included if they used a competitive basketball population and incorporated a measure of training load. This systematic review was registered with the International Prospective Register of Systematic Reviews (PROSPERO Registration # CRD42019123603), and approved under the National Basketball Association (NBA) Health Related Research Policy.
resultsElectronic and manual searches identified 122 papers that met the inclusion criteria. These studies reported the physical demands of basketball during training (n = 56), competition (n = 36), and both training and competition (n = 30). Physical demands were quantified with a measure of internal training load (n = 52), external training load (n = 29), or both internal and external measures (n = 41). These studies examined males (n = 76), females (n = 34), both male and female (n = 9), and a combination of youth (i.e. under 18 years, n = 37), adults (i.e. 18 years or older, n = 77), and both adults and youth (n = 4). Inconsistencies related to the reporting of competition level, methodology for recording duration, participant inclusion criteria, and validity of measurement systems were identified as key factors relating to the reporting of physical demands in basketball and summarized for each study.
conclusionsThis review comprehensively evaluated the current body of literature related to training load monitoring in basketball. Within this literature, there is a clear lack of alignment in applied practices and methodological framework, and with only small data sets and short study periods available at this time, it is not possible to draw definitive conclusions about the true physical demands of basketball. A detailed understanding of modern technologies in basketball is also lacking, and we provide specific guidelines for defining and applying duration measurement methodologies, vetting the validity and reliability of measurement tools, and classifying competition level in basketball to address some of the identified knowledge gaps. Creating alignment in best-practice basketball research methodology, terminology and reporting may lead to a more robust understanding of the physical demands associated with the sport, thereby allowing for exploration of other research areas (e.g. injury, performance), and improved understanding and decision making in applying these methods directly with basketball athletes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.