Quantifying the Efficacy and Dose-Response of Unstable Surface Training in Healthy Individuals: A Multi-Level Modelling Approach to Balance Performance

Shengfa Lin , Zhijie Yan , Zhiyuan Xu , Mao Zhou , Dong Zhang , Ruidong Liu

Journal of Science in Sport and Exercise ›› : 1 -17.

PDF
Journal of Science in Sport and Exercise ›› :1 -17. DOI: 10.1007/s42978-026-00392-w
Review Article
review-article
Quantifying the Efficacy and Dose-Response of Unstable Surface Training in Healthy Individuals: A Multi-Level Modelling Approach to Balance Performance
Author information +
History +
PDF

Abstract

Purpose

Unstable Surface Training (UST) enhances postural control, yet its efficacy for transferable balance and optimal dosing remains debated. To quantify UST effects on balance in healthy individuals and establish evidence-based dose-response guidelines.

Methods

A systematic search of four databases identified 47 randomized controlled trials. A three-level random-effects meta-analysis was employed to account for data dependency. Sensitivity analyses were performed to identify influential cases and robust dose-response relationships.

Results

UST significantly improved overall static (Hedges’g = 0.55, P < 0.01) and dynamic balance (g = 0.33, P < 0.01). Subgroup analysis revealed extreme task specificity: gains were largest for functional tasks on unstable surfaces (g = 1.26) but significantly lower for stable-ground laboratory measures (g = 0.45). For static balance, an exploratory meta-regression suggested a non-linear trend peaking at 5–6 weeks; however, this observation should be interpreted cautiously due to study clustering. For dynamic balance, a frequency of 3 sessions/week yielded the highest certainty of improvement (g = 0.45).

Conclusion

UST is an effective modality for enhancing postural control under labile conditions. While limited transfer to stable surfaces suggests it should serve as a supplementary neural primer, the observed 5–6 week adaptation peak is strictly hypothesis-generating. Future longitudinal trials are required to validate this temporal pattern, whereas an optimal frequency of 3 sessions/week is currently supported for dynamic balance.

Graphical Abstract

Keywords

Unstable Surface Training / Instability Training / Balance / Dose-Response / Three-Level Meta-Analysis

Cite this article

Download citation ▾
Shengfa Lin, Zhijie Yan, Zhiyuan Xu, Mao Zhou, Dong Zhang, Ruidong Liu. Quantifying the Efficacy and Dose-Response of Unstable Surface Training in Healthy Individuals: A Multi-Level Modelling Approach to Balance Performance. Journal of Science in Sport and Exercise 1-17 DOI:10.1007/s42978-026-00392-w

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Zech A, Hübscher M, Vogt L, Banzer W, Hänsel F, Pfeifer K. Balance training for neuromuscular control and performance enhancement: a systematic review. J Athl Train, 2010, 45(4): 392-403

[2]

Shumway-Cook A, Woollacott MH. Motor control: translating research into clinical practice, 2007, Philadelphia, Lippincott Williams & Wilkins

[3]

Myklebust G, Engebretsen L, Braekken IH, Skjølberg A, Olsen OE, Bahr R. Prevention of anterior cruciate ligament injuries in female team handball players: a prospective intervention study over three seasons. Clin J Sport Med, 2003, 13(2): 71-8

[4]

Hrysomallis C. Balance ability and athletic performance. Sports Med, 2011, 41(3): 221-32

[5]

Su W, Wang J, Ying Y, Lu B, Liu H, Zhou Z, et al.. Injury risk reduction programs including balance training reduce the incidence of anterior cruciate ligament injuries in soccer players: a systematic review and meta-analysis. J Orthop Surg Res, 2025, 20(1): 248

[6]

Wang Z, Chen N, Cao S, Gao L, Geok SK, Liu J. The effects of balance training on physical fitness and skill-related performance in basketball players: a systematic review. BMC Sports Sci Med Rehabil, 2025, 17(1 ArticleID: 108

[7]

Yin X, Wu Q, Zhao X, Shi L, Li L. The effects of instability training on balance and jump performance in athletes: a systematic review and meta-analysis. Physiol Rep, 2025, 13(21 ArticleID: e70650

[8]

Behm D, Colado JC. The effectiveness of resistance training using unstable surfaces and devices for rehabilitation. Int J Sports Phys Ther, 2012, 7(2): 226-41

[9]

Anderson K, Behm DG. The impact of instability resistance training on balance and stability. Sports Med, 2005, 35(1): 43-53

[10]

Abuwarda K, Mansy M, Megahed M. High-intensity interval training on unstable vs stable surfaces: effects on explosive strength, balance, agility, and Tsukahara vault performance in gymnastics. Pedagog Phys Cult Sport, 2024, 28(1): 43-52

[11]

Shi K, Xiang M, Shi H, Duan R. Effects of neuromuscular training on athletes' balance ability: a meta-analysis. Sports Med, 2025, 56(1): 201-13

[12]

Behm DG, Muehlbauer T, Kibele A, Granacher U. Effects of strength training using unstable surfaces on strength, power and balance performance across the lifespan: a systematic review and meta-analysis. Sports Med, 2015, 45(12): 1645-69

[13]

DiStefano LJ, Clark MA, Padua DA. Evidence supporting balance training in healthy individuals: a systemic review. J Strength Cond Res, 2009, 23(9): 2718-31

[14]

Brachman A, Kamieniarz A, Michalska J, Pawłowski M, Słomka KJ, Juras G. Balance training programs in athletes - A systematic review. J Hum Kinet, 2017, 58: 45

[15]

Kümmel J, Kramer A, Giboin LS, Gruber M. Specificity of balance training in healthy individuals: a systematic review and meta-analysis. Sports Med, 2016, 46(9): 1261-71

[16]

Rizzato A, Faggian S, Paoli A, Marcolin G. Transfer of balance performance depends on the specificity of balance training. J Appl Physiol, 2025, 138(3): 761-73

[17]

Lesinski M, Hortobágyi T, Muehlbauer T, Gollhofer A, Granacher U. Dose-response relationships of balance training in healthy young adults: a systematic review and meta-analysis. Sports Med, 2015, 45(4): 557-76

[18]

Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al.. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Br Med J, 2020, 372 ArticleID: n71

[19]

Gebel A, Lesinski M, Behm DG, Granacher U. Effects and dose–response relationship of balance training on balance performance in youth: a systematic review and meta-analysis. Sports Med, 2018, 48(9): 2067-89

[20]

Drevon D, Fursa SR, Malcolm AL. Intercoder reliability and validity of WebPlotDigitizer in extracting graphed data. Behav Modif, 2017, 41(2): 323-39

[21]

Maher CG, Sherrington C, Herbert RD, Moseley AM, Elkins M. Reliability of the PEDro scale for rating quality of randomized controlled trials. Phys Ther, 2003, 83(8): 713-21

[22]

De Morton NA. The PEDro scale is a valid measure of the methodological quality of clinical trials: a demographic study. Aust J Physiother, 2009, 55(2): 129-33

[23]

Sterne JA, Savović J, Page MJ, Elbers RG, Blencowe NS, Boutron I, et al.. RoB 2: a revised tool for assessing risk of bias in randomised trials. Br Med J, 2019, 28(366 ArticleID: l4898

[24]

Guyatt G, Oxman AD, Akl EA, Kunz R, Vist G, Brozek J, et al.. GRADE guidelines: 1. Introduction—GRADE evidence profiles and summary of findings tables. J Clin Epidemiol, 2011, 64(4): 383-94

[25]

Zhang Y, Alonso-Coello P, Guyatt GH, Yepes-Nuñez JJ, Akl EA, Hazlewood G, et al.. GRADE guidelines: 19. Assessing the certainty of evidence in the importance of outcomes or values and preferences—Risk of bias and indirectness. J Clin Epidemiol, 2019, 111: 94-104

[26]

Wickham H. ggplot2. Wiley interdisciplinary reviews. Comput Stat, 2011, 3(2): 180-5

[27]

Deng H, Song T, Yin M, Xu K, Zhong Y, Liu P, et al.. Does one shot work? The acute impact of a single taurine dose on exercise performance: a meta-analytic review. Scand J Med Sci Sports, 2025, 35(9): e70123

[28]

Higgins J. Cochrane handbook for systematic reviews of interventions, 2008, Chichester, UK, Wiley

[29]

Cohen J. A power primer. Psychol Bull. 1992;112(1):155–9. https://doi.org/10.1037//0033-2909.112.1.155.

[30]

Assink M, Wibbelink CJ. Fitting three-level meta-analytic models in R: a step-by-step tutorial. Quant Methods Psychol, 2016, 12(3): 154-74

[31]

Cheung MW-L. A guide to conducting a meta-analysis with non-independent effect sizes. Neuropsychol Rev, 2019, 29(4): 387-96

[32]

Cumpston M, Li T, Page MJ, Chandler J, Welch VA, Higgins JP, et al.. Updated guidance for trusted systematic reviews: a new edition of the Cochrane handbook for systematic reviews of interventions. Cochrane Database Syst Rev, 2019

[33]

IntHout J, Ioannidis JP, Rovers MM, Goeman JJ. Plea for routinely presenting prediction intervals in meta-analysis. BMJ Open, 2016, 6(7): e010247

[34]

Borg DN, Impellizzeri FM, Borg SJ, Hutchins KP, Stewart IB, Jones T, et al.. Meta-analysis prediction intervals are under reported in sport and exercise medicine. Scand J Med Sci Sports, 2024, 34(3 ArticleID: Article e14603

[35]

Hopkins WG. Improving meta-analyses in sport and exercise science. Sportscience, 2018, 22: 11-7

[36]

Deeks JJ, Higgins JPT, Altman DG, Cochrane Statistical Methods Group. Analysing data and undertaking meta-analyses. In: Cochrane handbook for systematic reviews of interventions. Chichester, UK: Wiley; 2019; pp. 241–84.

[37]

Ruppar T. Meta-analysis: how to quantify and explain heterogeneity?. Eur J Cardiovasc Nurs, 2020, 19(7): 646-52

[38]

Lesinski M, Hortobágyi T, Muehlbauer T, Gollhofer A, Granacher U. Effects of balance training on balance performance in healthy older adults: a systematic review and meta-analysis. Sports Med, 2015, 45(12): 1721-38

[39]

McKay AKA, Stellingwerff T, Smith ES, Martin DT, Mujika I, Goosey-Tolfrey VL, et al.. Defining training and performance caliber: a participant classification framework. Int J Sports Physiol Perform, 2022, 17(2): 317-31

[40]

Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM. Mixed effects models and extensions in ecology with R, 2009, New York, Springer

[41]

Harrell FE. Jr. Regression modeling strategies: with applications to linear models, logistic and ordinal regression, and survival analysis. 2nd ed. New York: Springer: 2015; pp. 11–40.

[42]

Peters JL, Sutton AJ, Jones DR, Abrams KR, Rushton L. Contour-enhanced meta-analysis funnel plots help distinguish publication bias from other causes of asymmetry. J Clin Epidemiol, 2008, 61(10): 991-6

[43]

Egger M, Smith GD, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. Br Med J, 1997, 315(7109): 629-34

[44]

Fernández-Castilla B, Declercq L, Jamshidi L, Beretvas SN, Onghena P, Van den Noortgate W. Detecting selection bias in meta-analyses with multiple outcomes: a simulation study. J Exp Educ, 2021, 89(1): 125-44

[45]

Sterne JA, Sutton AJ, Ioannidis JP, Terrin N, Jones DR, Lau J, et al.. Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. Br Med J, 2011, 22(343): d4002

[46]

Viechtbauer W, Cheung MW. Outlier and influence diagnostics for meta-analysis. Res Synth Methods, 2010, 1(2): 112-25

[47]

Atkinson AC, Cook RD, Weisberg S. Residuals and influence in regression. Biometrics, 1983, 39: 819-36

[48]

Wang M, Yang P, Zou X, Yu S. Treinamento em plataforma instável em tenistas. Rev Bras Med Esporte, 2023, 29: e20220629

[49]

Emery CA, Cassidy JD, Klassen TP, Rosychuk RJ, Rowe BH. Effectiveness of a home-based balance-training program in reducing sports-related injuries among healthy adolescents: a cluster randomized controlled trial. Can Med Assoc J, 2005, 172(6): 749-54

[50]

Gönener U, Gönener A. How balance training on different types of surfaces effect dynamic balance ability and postural sway of gymnast children?. Prog Nutr, 2020, 22: 131-7

[51]

Cox ED, Lephart SM, Irrgang JJ. Unilateral balance training of noninjured individuals and the effects on postural sway. J Sport Rehabil, 1993, 2(2): 87-96

[52]

Blasco JM, Tolsada C, Beltrán M, Momparler AM, Sanchiz-Benavente R, Hernández-Guillen D. Instability training, assessing the impact of level of difficulty on balance: a randomized clinical trial. Gait Posture, 2019, 70: 116-21

[53]

Gao J, Gong Z, Samsudin S, Abdullah BB, Dev Omar Dev R. The effects of instability core training on balance ability and paddling performance among young male Chinese flatwater sprint kayakers: a randomized controlled trial. BMC Sports Sci Med Rehabil, 2025, 17(1 ArticleID: 191

[54]

E, Longo S, Paleari E, Riboli A, Limonta E, Rampichini S, et al.. Evidence of balance training-induced improvement in soccer-specific skills in U11 soccer players. Scand J Med Sci Sports, 2018, 28(11): 2443-56

[55]

Santos L, Fernández-Río J, Fernández-García B, Jakobsen MD, González-Gómez L, Suman OE. Effects of slackline training on postural control, jump performance, and myoelectrical activity in female basketball players. J Strength Cond Res, 2016, 30(3): 653-64

[56]

Keller M, Pfusterschmied J, Buchecker M, Müller E, Taube W. Improved postural control after slackline training is accompanied by reduced H-reflexes. Scand J Med Sci Sports, 2012, 22(4): 471-7

[57]

Abdelraouf OR, Abdel-Aziem AA, Ghally SA, Osama LA, Dawood RS, Yehia AM, et al.. Innovative use of Biodex balance system to improve dynamic stabilization and function of upper quarter in recreational weightlifters: a randomized controlled trial. Medicina, 2022, 58(11 ArticleID: 1631

[58]

Kibele A, Classen C, Muehlbauer T, Granacher U, Behm DG. Metastability in plyometric training on unstable surfaces: a pilot study. BMC Sports Sci Med Rehabil, 2014, 6 ArticleID: 30

[59]

Hammami M, Bragazzi NL, Hermassi S, Gaamouri N, Aouadi R, Shephard RJ, et al.. The effect of a sand surface on physical performance responses of junior male handball players to plyometric training. BMC Sports Sci Med Rehabil, 2020, 12(1): 26

[60]

Tiew KA, Wee EH. Effects of six weeks Swiss ball training on balance and agility of college soccer players. Pertanika J Soc Sci Humanit, 2019, 27(S3): 99-119

[61]

Guo K. Impactos do treino instável sobre a aptidão física de estudantes de futebol. Rev Bras Med Esporte, 2023, 29: e20230035

[62]

Behm DG, Anderson KG. The role of instability with resistance training. J Strength Cond Res, 2006, 20(3): 716-22

[63]

Gruber M, Gruber SB, Taube W, Schubert M, Beck SC, Gollhofer A. Differential effects of ballistic versus sensorimotor training on rate of force development and neural activation in humans. J Strength Cond Res, 2007, 21(1): 274-82

[64]

Forssberg H, Nashner LM. Ontogenetic development of postural control in man: adaptation to altered support and visual conditions during stance. The Journal of Neuroscience, 1982, 2(5): 545-52

[65]

Williams HG, Pfeiffer KA, O'Neill JR, Dowda M, McIver KL, Brown WH, et al.. Motor skill performance and physical activity in preschool children. Obesity (Silver Spring), 2008, 16(6): 1421-6

Funding

Fundamental Research Funds for the Central Universities(2025KYPT04)

Beijing Social Science Foundation Project(24YTC035)

RIGHTS & PERMISSIONS

Beijing Sport University

PDF

4

Accesses

0

Citation

Detail

Sections
Recommended

/