A systematic review and three-level meta-analysis of the effects of stroboscopic training on sport-specific performance
ABSTRACT Against the backdrop of pursuing optimal athletic performance, researchers are exploring safe, side-effect-free interventions. This study systematically evaluated the effects of Stroboscopic Visual Training (SVT) on sport-specific performance and examined potential moderating effects of intervention parameters and individual characteristics. Following PRISMA guidelines, a systematic search was conducted and studies screened using PICOS criteria. Thirteen studies were included, yielding 30 effect sizes. A three-level meta-analysis revealed a small-to-moderate positive effect of SVT on sport-specific performance (Hedges’ g = 0.35, 95% CI: 0.12–0.58, p < 0.01). Moderator analyses showed that intervention frequency significantly predicted outcomes (p = 0.03), whereas age, training experience, and duration did not. Sensitivity analyses confirmed robustness of findings. Risk of bias was moderate (ROB 2), and evidence quality was graded “moderate” (GRADE). SVT appears to be a safe, practical training tool that enhances sport-specific performance. However, methodological heterogeneity and limited sample representativeness highlight the need for further high-quality randomized controlled trials to confirm the stability and generalizability of these effects.
- Research Article
4
- 10.1038/s41598-025-10393-4
- Jul 11, 2025
- Scientific Reports
This systematic review and meta-analysis evaluated the effects of stroboscopic training on sport-specific performance in collegiate athletes and examined the moderating influence of key training parameters. A comprehensive literature search was conducted across multiple databases. The risk of bias in the included studies was assessed using the Cochrane Risk of Bias tool. A random-effects model was applied for the meta-analysis, with separate analyses conducted for time-based and accuracy-based performance measures. Subgroup analyses investigated the moderating effects of training duration, frequency, session length, strobe frequency, duty cycle, athlete age, and training experience. Twelve randomized controlled trials involving 415 athletes met the inclusion criteria. The meta-analysis demonstrated that stroboscopic training had significant moderate effects on both time-based outcomes (SMD = -0.61, p = 0.045) and accuracy-based outcomes (SMD = 0.73, p < 0.01). Subgroup analyses suggested that training protocols lasting 6–10 weeks, with 2–3 sessions per week and 10–20 min per session, were more effective in enhancing overall athletic performance. In terms of strobe parameters, frequencies of 5–20 Hz and duty cycles of 50–70% and 10–50% were associated with greater improvements in accuracy-based and time-based outcomes, respectively. Furthermore, adolescent athletes (10–18 years) exhibited more substantial gains in time-based performance, while those with 4–8 years of training experience achieved the greatest overall improvements. Stroboscopic training effectively enhances sport-specific performance in collegiate athletes. Protocols of 6–10 weeks, incorporating 2–3 weekly sessions of 10–20 min and strobe frequencies of 5–20 Hz, appear to provide the most comprehensive benefits. Optimal duty cycles may differ depending on performance type—50–70% for time-based outcomes and 10–50% for accuracy-based outcomes. These findings offer preliminary guidance for the practical application of stroboscopic training in athletic populations. However, given the limitations in study quality and sample size, further research is warranted to identify the most effective training configurations.
- Research Article
28
- 10.1186/s40798-022-00502-2
- Aug 29, 2022
- Sports medicine - open
BackgroundA growing body of literature is available regarding the effects of plyometric jump training (PJT) on measures of physical fitness (PF) and sport-specific performance (SSP) in-water sports athletes (WSA, i.e. those competing in sports that are practiced on [e.g. rowing] or in [e.g. swimming; water polo] water). Indeed, incoherent findings have been observed across individual studies making it difficult to provide the scientific community and coaches with consistent evidence. As such, a comprehensive systematic literature search should be conducted to clarify the existent evidence, identify the major gaps in the literature, and offer recommendations for future studies.AimTo examine the effects of PJT compared with active/specific-active controls on the PF (one-repetition maximum back squat strength, squat jump height, countermovement jump height, horizontal jump distance, body mass, fat mass, thigh girth) and SSP (in-water vertical jump, in-water agility, time trial) outcomes in WSA, through a systematic review with meta-analysis of randomized and non-randomized controlled studies.MethodsThe electronic databases PubMed, Scopus, and Web of Science were searched up to January 2022. According to the PICOS approach, the eligibility criteria were: (population) healthy WSA; (intervention) PJT interventions involving unilateral and/or bilateral jumps, and a minimal duration of ≥ 3 weeks; (comparator) active (i.e. standard sports training) or specific-active (i.e. alternative training intervention) control group(s); (outcome) at least one measure of PF (e.g. jump height) and/or SSP (e.g. time trial) before and after training; and (study design) multi-groups randomized and non-randomized controlled trials. The Physiotherapy Evidence Database (PEDro) scale was used to assess the methodological quality of the included studies. The DerSimonian and Laird random-effects model was used to compute the meta-analyses, reporting effect sizes (ES, i.e. Hedges’ g) with 95% confidence intervals (95% CIs). Statistical significance was set at p ≤ 0.05. Certainty or confidence in the body of evidence for each outcome was assessed using Grading of Recommendations Assessment, Development, and Evaluation (GRADE), considering its five dimensions: risk of bias in studies, indirectness, inconsistency, imprecision, and risk of publication bias.ResultsA total of 11,028 studies were identified with 26 considered eligible for inclusion. The median PEDro score across the included studies was 5.5 (moderate-to-high methodological quality). The included studies involved a total of 618 WSA of both sexes (330 participants in the intervention groups [31 groups] and 288 participants in the control groups [26 groups]), aged between 10 and 26 years, and from different sports disciplines such as swimming, triathlon, rowing, artistic swimming, and water polo. The duration of the training programmes in the intervention and control groups ranged from 4 to 36 weeks. The results of the meta-analysis indicated no effects of PJT compared to control conditions (including specific-active controls) for in-water vertical jump or agility (ES = − 0.15 to 0.03; p = 0.477 to 0.899), or for body mass, fat mass, and thigh girth (ES = 0.06 to 0.15; p = 0.452 to 0.841). In terms of measures of PF, moderate-to-large effects were noted in favour of the PJT groups compared to the control groups (including specific-active control groups) for one-repetition maximum back squat strength, horizontal jump distance, squat jump height, and countermovement jump height (ES = 0.67 to 1.47; p = 0.041 to < 0.001), in addition to a small effect noted in favour of the PJT for SSP time-trial speed (ES = 0.42; p = 0.005). Certainty of evidence across the included studies varied from very low-to-moderate.ConclusionsPJT is more effective to improve measures of PF and SSP in WSA compared to control conditions involving traditional sport-specific training as well as alternative training interventions (e.g. resistance training). It is worth noting that the present findings are derived from 26 studies of moderate-to-high methodological quality, low-to-moderate impact of heterogeneity, and very low-to-moderate certainty of evidence based on GRADE.Trial registration The protocol for this systematic review with meta-analysis was published in the Open Science platform (OSF) on January 23, 2022, under the registration doi https://doi.org/10.17605/OSF.IO/NWHS3 (internet archive link: https://archive.org/details/osf-registrations-nwhs3-v1).
- Research Article
53
- 10.1007/s40279-021-01637-0
- Jan 21, 2022
- Sports Medicine (Auckland, N.z.)
BackgroundThe role of trunk muscle training (TMT) for physical fitness (e.g., muscle power) and sport-specific performance measures (e.g., swimming time) in athletic populations has been extensively examined over the last decades. However, a recent systematic review and meta-analysis on the effects of TMT on measures of physical fitness and sport-specific performance in young and adult athletes is lacking.ObjectiveTo aggregate the effects of TMT on measures of physical fitness and sport-specific performance in young and adult athletes and identify potential subject-related moderator variables (e.g., age, sex, expertise level) and training-related programming parameters (e.g., frequency, study length, session duration, and number of training sessions) for TMT effects.Data SourcesA systematic literature search was conducted with PubMed, Web of Science, and SPORTDiscus, with no date restrictions, up to June 2021.Study Eligibility CriteriaOnly controlled trials with baseline and follow-up measures were included if they examined the effects of TMT on at least one measure of physical fitness (e.g., maximal muscle strength, change-of-direction speed (CODS)/agility, linear sprint speed) and sport-specific performance (e.g., throwing velocity, swimming time) in young or adult competitive athletes at a regional, national, or international level. The expertise level was classified as either elite (competing at national and/or international level) or regional (i.e., recreational and sub-elite).Study Appraisal and Synthesis MethodsThe methodological quality of TMT studies was assessed using the Physiotherapy Evidence Database (PEDro) scale. A random-effects model was used to calculate weighted standardized mean differences (SMDs) between intervention and active control groups. Additionally, univariate sub-group analyses were independently computed for subject-related moderator variables and training-related programming parameters.ResultsOverall, 31 studies with 693 participants aged 11–37 years were eligible for inclusion. The methodological quality of the included studies was 5 on the PEDro scale. In terms of physical fitness, there were significant, small-to-large effects of TMT on maximal muscle strength (SMD = 0.39), local muscular endurance (SMD = 1.29), lower limb muscle power (SMD = 0.30), linear sprint speed (SMD = 0.66), and CODS/agility (SMD = 0.70). Furthermore, a significant and moderate TMT effect was found for sport-specific performance (SMD = 0.64). Univariate sub-group analyses for subject-related moderator variables revealed significant effects of age on CODS/agility (p = 0.04), with significantly large effects for children (SMD = 1.53, p = 0.002). Further, there was a significant effect of number of training sessions on muscle power and linear sprint speed (p ≤ 0.03), with significant, small-to-large effects of TMT for > 18 sessions compared to ≤ 18 sessions (0.45 ≤ SMD ≤ 0.84, p ≤ 0.003). Additionally, session duration significantly modulated TMT effects on linear sprint speed, CODS/agility, and sport-specific performance (p ≤ 0.05). TMT with session durations ≤ 30 min resulted in significant, large effects on linear sprint speed and CODS/agility (1.66 ≤ SMD ≤ 2.42, p ≤ 0.002), whereas session durations > 30 min resulted in significant, large effects on sport-specific performance (SMD = 1.22, p = 0.008).ConclusionsOur findings indicate that TMT is an effective means to improve selected measures of physical fitness and sport-specific performance in young and adult athletes. Independent sub-group analyses suggest that TMT has the potential to improve CODS/agility, but only in children. Additionally, more (> 18) and/or shorter duration (≤ 30 min) TMT sessions appear to be more effective for improving lower limb muscle power, linear sprint speed, and CODS/agility in young or adult competitive athletes.
- Research Article
35
- 10.1016/j.psychsport.2022.102302
- Oct 6, 2022
- Psychology of Sport and Exercise
Specific effect of a cognitive-motor dual-task training on sport performance and brain processing associated with decision-making in semi-elite basketball players
- Research Article
1
- 10.1111/sms.70140
- Oct 1, 2025
- Scandinavian journal of medicine & science in sports
This study aims to systematically evaluate the impact of visual training (VT) on athletes' decision-making skills and sport-specific performance, while assessing the moderating effects of participant- and training-related factors. A systematic literature search was conducted across Web of Science, PubMed, MEDLINE, and SPORTDiscus, with the search limited to publications available as of January, 2025. Only randomized controlled trials with baseline and follow-up measures were included if they examined the effects of VT on at least one measure of decision-making skills and sport-specific performance in healthy athletes. The search yielded 3435 articles, of which 27 studies involving 669 participants met the inclusion criteria for meta-analysis. The results revealed that VT significantly improved decision-making response time (SMD = 0.85; 95% CI = [0.45-1.24]; I2 = 30%; p < 0.01) and sport-specific performance (SMD = 0.49; 95% CI = [0.13-0.85]; I2 = 61%; p = 0.01). Subgroup analyses revealed that no statistically significant differences were observed across groups, either based on participant characteristics or training protocols. However, trends in effect sizes and significance levels indicate that VT exhibited a slight advantage in some subgroups, suggesting that individual differences and training design may partially modulate its effects. VT demonstrates considerable potential as a supplementary training intervention, effectively enhancing response time and sport-specific performance in athletes. Future research should focus on extending intervention periods and refining training protocols to further elucidate VT's long-term benefits and its applicability across different athlete populations. Trial Registration: PROSPERO ID: CRD42024568547.
- Research Article
12
- 10.3389/fspor.2021.625098
- Jun 10, 2021
- Frontiers in Sports and Active Living
The trunk (core) muscles are involved in daily functions (i. e., stabilizing the body in everyday tasks) and force generation of the limbs during athletic tasks such as kicking, throwing, or running. Even though trunk training is a popular means for improving physical fitness and athletic performance, the direct relationship of improved trunk function (i.e., stability, strength, or endurance), fitness and sport-specific performance is not conclusive. The aim of this proposed review is to evaluate the effects of trunk training on physical fitness and sport-specific performance, and to examine potential subject-related (e.g., age, sex) and trunk training-related moderator variables (e.g., training period, training frequency) for performance changes. We will conduct a systematic literature search in Web of Science, MEDLINE (via EBSCO) and SportDiscus. Relevant papers will be screened independently by two reviewers in two stages: (1) title and abstracts and (2) the full text of the remaining papers. A third reviewer will resolve possible disagreements. Data extraction and risk of bias of the included studies will be performed in addition to the PEDro scoring to judge the quality of the studies. A meta-analysis will be conducted to determine the efficacy of trunk training to increase physical fitness and sport-specific performance measures. In addition, subgroup univariate analyses were computed for subject-related (i.e., age, sex, performance level) and training-related moderator variables (i.e., training period, training frequency, training sessions, session duration). The results of this proposed systematic review and meta-analysis will assess the effects of trunk training on physical fitness and sport-specific and identify which subject-related and training-related moderate variables of trunk training modality might be beneficial for performance gains. This knowledge has potential importance for athletes and coaches in sports.
- Research Article
10
- 10.1097/ju.0000000000001513
- Dec 7, 2020
- The Journal of urology
Antimicrobial Prophylaxis for Postoperative Urinary Tract Infections in Transurethral Resection of Bladder Tumors: A Systematic Review and Meta-Analysis.
- Research Article
1
- 10.1055/a-2537-5879
- Mar 19, 2025
- International journal of sports medicine
This systematic review and meta-analysis evaluated the effects of blood flow restriction training on strength and aerobic capacity in athletes, examining how training variables and participant characteristics influenced outcomes. Four databases were searched for peer-reviewed English-language studies, and the risk of bias and the quality of evidence were assessed using RoB 2 and GRADEpro GDT. We evaluated pre- and post-test differences by a three-level meta-analysis using meta and metafor packages. Subgroup analyses and both linear and nonlinear meta-regression methods were used to explore moderating factors. Sixteen studies with "some concerns," the risk of bias and low evidence level, were included. Combining blood flow restriction with low-intensity resistance training produced an effect size of 0.25 for strength, while combining blood flow restriction with aerobic training had an effect size of 0.42. For aerobic capacity, the effect size of combining blood flow restriction with aerobic training was 0.58. Subgroup and regression analyses showed no significant differences. While blood flow restriction with low-intensity resistance training enhances strength, it does not result in additional gains. Combining blood flow restriction with aerobic training enhances both the strength and the aerobic capacity. Overall, blood flow restriction appears to offer the most benefits for male athletes in improving the strength and aerobic capacity.
- Research Article
36
- 10.1080/02640414.2020.1745502
- Mar 27, 2020
- Journal of Sports Sciences
The purpose of this systematic review with meta-analysis was to examine the effects of strength training (ST) on selected components of physical fitness (e.g., lower/upper limb maximal strength, muscular endurance, jump performance, cardiorespiratory endurance) and sport-specific performance in rowers. Only studies with an active control group were included if they examined the effects of ST on at least one proxy of physical fitness and/or sport-specific performance in rowers. Weighted and averaged standardized mean differences (SMD) were calculated using random-effects models. Subgroup analyses were computed to identify effects of ST type or expertise level on sport-specific performance. Our analyses revealed significant small effects of ST on lower limb maximal strength (SMD = 0.42, p = 0.05) and on sport-specific performance (SMD = 0.32, p = 0.05). Non-significant effects were found for upper limb maximal strength, upper/lower limb muscular endurance, jump performance, and cardiorespiratory endurance. Subgroup analyses for ST type and expertise level showed non-significant differences between the respective subgroups of rowers (p ≥ 0.32). Our systematic review with meta-analysis indicated that ST is an effective means for improving lower limb maximal strength and sport-specific performance in rowers. However, ST-induced effects are neither modulated by ST type nor rowers’ expertise level. Abbreviations CON: control group; ICC: intraclass correlation coefficient; CRE: cardiorespiratory endurance; F: female; IG: intervention group; INT: intervention group; M: male; Sets: number of sets per exercise; SMD: standardized mean differences; SMDwm: weighted mean SMD; ST: strength training; RCT: randomized controlled trial; Reps: repetitions; RM: repetition maximum; TF: training frequency (times per week); TI: training intensity (eg., % of 1 repetition maximum); TP: training periods (weeks)
- Research Article
- 10.1080/02640414.2025.2598176
- Dec 5, 2025
- Journal of Sports Sciences
Stroboscopic training is increasingly used to enhance athletes’ perceptual and motor skills, but its impact on sport-specific performance remains unclear. This systematic review and meta-analysis assessed short- and long-term effects of stroboscopic training on performance metrics, focusing on response accuracy and time. Following PRISMA guidelines (PROSPERO code: CRD420251027637), four databases were searched through April 2025. Studies were eligible if peer-reviewed, in English, and evaluated sport performance during or after stroboscopic training. Risk of bias was assessed with a modified Downs and Black tool. Standardized mean differences (SMDs) were computed using fixed- or random-effects models, depending on heterogeneity. Seventeen studies met inclusion criteria. Acute stroboscopic exposure led to moderate performance decrements in response accuracy (SMD = 0.50; 95% CI: 0.19–0.81) and response time (SMD = 0.51; 95% CI: 0.17 to 0.86). In contrast, long-term training produced significant improvements in response accuracy (SMD = −0.71; 95% CI: −1.41 to −0.02) and response time (SMD = −1.10; 95% CI: −2.11 to −0.08), equating to gains of 5.7% and 5.3%, respectively. Stroboscopic training enhances long-term sport-specific performance, whereas despite initial performance decrements during training. These findings highlight its value as a perceptual training strategy in fast-paced sports. Future research should standardise protocols and investigate the underlying neurophysiological mechanisms.
- Front Matter
162
- 10.1097/ta.0000000000000470
- Jan 1, 2015
- Journal of Trauma and Acute Care Surgery
Blunt traumatic aortic injury (BTAI) is the second most common cause of death in trauma patients. Eighty percent of patients with BTAI will die before reaching a trauma center. The issues of how to diagnose, treat, and manage BTAI were first addressed by the Eastern Association for the Surgery of Trauma (EAST) in the practice management guidelines on this topic published in 2000. Since that time, there have been advances in the management of BTAI. As a result, the EAST guidelines committee decided to develop updated guidelines for this topic using the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) framework recently adopted by EAST. A systematic review of the MEDLINE database using PubMed was performed. The search retrieved English language articles regarding BTAI from 1998 to 2013. Letters to the editor, case reports, book chapters, and review articles were excluded. Topics of investigation included imaging to diagnose BTAI, type of operative repair, and timing of operative repair. Sixty articles were identified. Of these, 51 articles were selected to construct the guidelines. There have been changes in practice since the publication of the previous guidelines in 2000. Computed tomography of the chest with intravenous contrast is strongly recommended to diagnose clinically significant BTAI. Endovascular repair is strongly recommended for patients without contraindications. Delayed repair of BTAI is suggested, with the stipulation that effective blood pressure control must be used in these patients.
- Research Article
4
- 10.1002/cl2.212
- Jan 1, 2018
- Campbell Systematic Reviews
PROTOCOL: Mass deworming for improving health and cognition of children in endemic helminth areas: a systematic review and individual participant data network meta-analysis.
- Research Article
16
- 10.1097/j.jcrs.0000000000000756
- Jan 1, 2022
- Journal of Cataract & Refractive Surgery
Intraocular transmission of exogenous pathogens in cataract surgery can lead to endophthalmitis. This review evaluates the features of endophthalmitis clusters secondary to pathogen transmission in cataract surgery. Articles reporting on pathogen transmission in cataract surgery were identified via searches of Ovid MEDLINE, EMBASE, and Cochrane CENTRAL, and a total of 268 eyes from 24 studies were included. The most common source of infectious transmission was attributed to a contaminated intraocular solution (ie, irrigation solution, viscoelastic, or diluted antibiotic; n = 10). Visual acuity at presentation with infectious features was 1.89 logMAR (range: 1.35 to 2.58; ∼counting fingers) and 1.33 logMAR (range: 0.04 to 3.00; Snellen: ∼20/430) at last follow-up. Patients with diabetes had worse outcomes compared with patients without diabetes. The most frequently isolated pathogen from the infectious sources was Pseudomonas sp. (50.0%). This review highlights the various routes of pathogen transmission during cataract surgery and summarizes recommendations for the detection, prevention, and management of endophthalmitis clusters.
- Research Article
11
- 10.1371/journal.pone.0295531.r002
- Dec 8, 2023
- PLOS ONE
ObjectiveThis study aims to meta-analyze the impact of high-intensity functional training on athletes’ physical fitness and sport-specific performance.MethodsA systematic search was conducted in five well-known academic databases (PubMed, Scopus, Web of Science, EBSCOhost, and the Cochrane Library) up to July 1, 2023. The literature screening criteria included: (1) studies involving healthy athletes, (2) a HIFT program, (3) an assessment of outcomes related to athletes’ physical fitness or sport-specific performance, and (4) the inclusion of randomized controlled trials. The Physical Therapy Evidence Database (PEDro) scale was used to evaluate the quality of studies included in the meta-analysis.Results13 medium- and high-quality studies met the inclusion criteria for the systematic review, involving 478 athletes aged between 10 and 24.5 years. The training showed a small to large effect size (ES = 0.414–3.351; all p < 0.05) in improving upper and lower body muscle strength, power, flexibility, and sport-specific performance.ConclusionHigh-intensity functional training effectively improves athletes’ muscle strength, power, flexibility, and sport-specific performance but has no significant impact on endurance and agility. Future research is needed to explore the impact of high-intensity functional training on athletes’ speed, balance, and technical and tactical performance parameters.
- Research Article
39
- 10.1371/journal.pone.0295531
- Dec 8, 2023
- PloS one
This study aims to meta-analyze the impact of high-intensity functional training on athletes' physical fitness and sport-specific performance. A systematic search was conducted in five well-known academic databases (PubMed, Scopus, Web of Science, EBSCOhost, and the Cochrane Library) up to July 1, 2023. The literature screening criteria included: (1) studies involving healthy athletes, (2) a HIFT program, (3) an assessment of outcomes related to athletes' physical fitness or sport-specific performance, and (4) the inclusion of randomized controlled trials. The Physical Therapy Evidence Database (PEDro) scale was used to evaluate the quality of studies included in the meta-analysis. 13 medium- and high-quality studies met the inclusion criteria for the systematic review, involving 478 athletes aged between 10 and 24.5 years. The training showed a small to large effect size (ES = 0.414-3.351; all p < 0.05) in improving upper and lower body muscle strength, power, flexibility, and sport-specific performance. High-intensity functional training effectively improves athletes' muscle strength, power, flexibility, and sport-specific performance but has no significant impact on endurance and agility. Future research is needed to explore the impact of high-intensity functional training on athletes' speed, balance, and technical and tactical performance parameters.
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