Currier BS, Mcleod JC, Banfield L, Beyene J, Welton NJ, D’Souza AC, et al. Resistance training prescription for muscle strength and hypertrophy in healthy adults: a systematic review and Bayesian network meta-analysis. Br J Sports Med. 2023;57:1211–20. https://doi.org/10.1136/bjsports-2023-106807.

Article  PubMed  Google Scholar 

Schoenfeld BJ, Ogborn D, Krieger JW. Dose-response relationship between weekly resistance training volume and increases in muscle mass: a systematic review and meta-analysis. J Sports Sci. 2016;35:1073–82. https://doi.org/10.1080/02640414.2016.1210197.

Article  PubMed  Google Scholar 

Ralston GW, Kilgore L, Wyatt FB, Baker JS. The effect of weekly set volume on strength gain: a meta-analysis. Sports Med. 2017;47:2585–601. https://doi.org/10.1007/s40279-017-0762-7.

Article  PubMed  PubMed Central  Google Scholar 

Lopez P, Radaelli R, Taaffe DR, Newton RU, Galvão DA, Trajano GS, et al. Resistance training load effects on muscle hypertrophy and strength gain: systematic review and network meta-analysis. Med Sci Sports Exerc. 2020;53:1206–16. https://doi.org/10.1249/mss.0000000000002585.

Article  PubMed Central  Google Scholar 

Refalo MC, Hamilton DL, Paval DR, Gallagher IJ, Feros SA, Fyfe JJ. Influence of resistance training load on measures of skeletal muscle hypertrophy and improvements in maximal strength and neuromuscular task performance: a systematic review and meta-analysis. J Sports Sci. 2021;39:1723–45. https://doi.org/10.1080/02640414.2021.1898094.

Article  PubMed  Google Scholar 

Hubal MJ, Gordish-Dressman H, Thompson PD, Price TB, Hoffman EP, Angelopoulos TJ, et al. Variability in muscle size and strength gain after unilateral resistance training. Med Sci Sports Exerc. 2005;37:964–72.

PubMed  Google Scholar 

Erskine RM, Jones DA, Williams AG, Stewart CE, Degens H. Inter-individual variability in the adaptation of human muscle specific tension to progressive resistance training. Eur J Appl Physiol. 2010;110:1117–25. https://doi.org/10.1007/s00421-010-1601-9.

Article  PubMed  Google Scholar 

Klemp A, Dolan C, Quiles JM, Blanco R, Zoeller RF, Graves BS, et al. Volume-equated high- and low-repetition daily undulating programming strategies produce similar hypertrophy and strength adaptations. Appl Physiol Nutr Metabol. 2016;41:699–705. https://doi.org/10.1139/apnm-2015-0707.

Article  Google Scholar 

Dolan C, Quiles JM, Goldsmith JA, Mendez KM, Klemp A, Robinson ZP, Pelland JC, Coccia C, Zourdos MC. The effect of time-equated concurrent training programs in resistance-trained men. J Human Kinet. 2024;91(Spec Issue):87.

Helms ER, Byrnes RK, Cooke DM, Haischer MH, Carzoli JP, Johnson TK, et al. RPE vs. percentage 1RM loading in periodized programs matched for sets and repetitions. Front Physiol. 2018;9:247. https://doi.org/10.3389/fphys.2018.00247.

Article  PubMed  PubMed Central  Google Scholar 

Robinson ZP. The effect of resistance training proximity to failure on muscular adaptations and longitudinal fatigue in trained men. Master’s Thesis. Florida Atlantic University; 2021.

Hecksteden A, Kraushaar J, Scharhag-Rosenberger F, Theisen D, Senn S, Meyer T. Individual response to exercise training: a statistical perspective. J Appl Physiol. 2015;118:1450–9. https://doi.org/10.1152/japplphysiol.00714.2014.

Article  PubMed  Google Scholar 

Steele J, Fisher J, Smith D, Schoenfeld B, Yang Y, Nakagawa S. Meta-analysis of variation in sport and exercise science. J Sports Sci. 2022. https://doi.org/10.51224/srxiv.214.

Article  PubMed  Google Scholar 

Aube D, Wadhi T, Rauch J, Anand A, Barakat C, Pearson J, et al. Progressive resistance training volume: effects on muscle thickness, mass, and strength adaptations in resistance-trained individuals. J Strength Cond Res. 2020;36:600–7. https://doi.org/10.1519/jsc.0000000000003524.

Article  Google Scholar 

de Sousa Fortes L, da Cunha CM, Perrier-Melo RJ, Brito-Gomes JL, Nascimento-Júnior JRA, de Lima-Júnior DRAA, et al. Effect of volume in resistance training on inhibitory control in young adults: a randomized and crossover investigation. Front Psychol. 2018;9:2028. https://doi.org/10.3389/fpsyg.2018.02028.

Article  Google Scholar 

Scarpelli MC, Nóbrega SR, Santanielo N, Alvarez IF, Otoboni GB, Ugrinowitsch C, et al. Muscle hypertrophy response is affected by previous resistance training volume in trained individuals. J Strength Cond Res. 2020;36:1153–7. https://doi.org/10.1519/jsc.0000000000003558.

Article  Google Scholar 

Simoneau J-A, Lortie G, Boulay MR, Thibault M-C, Bouchard C. Repeatability of fibre type and enzyme activity measurements in human skeletal muscle. Clin Physiol. 1986;6:347–56. https://doi.org/10.1111/j.1475-097x.1986.tb00240.x.

Article  CAS  PubMed  Google Scholar 

Staron RS, Leonardi MJ, Karapondo DL, Malicky ES, Falkel JE, Hagerman FC, et al. Strength and skeletal muscle adaptations in heavy-resistance-trained women after detraining and retraining. J Appl Physiol. 1991;70:631–40. https://doi.org/10.1152/jappl.1991.70.2.631.

Article  CAS  PubMed  Google Scholar 

Räntilä A, Ahtiainen JP, Avela J, Restuccia J, Dawson K, Häkkinen K. High responders to hypertrophic strength training also tend to lose more muscle mass and strength during detraining than low responders. J Strength Cond Res. 2021;35:1500–11. https://doi.org/10.1519/jsc.0000000000004044.

Article  PubMed  Google Scholar 

Haischer MH, Cooke DM, Carzoli JP, Johnson TK, Shipherd AM, Zoeller RF, et al. Impact of cognitive measures and sleep on acute squat strength performance and perceptual responses among well-trained men and women. J Strength Cond Res. 2021;35:S16-22. https://doi.org/10.1519/jsc.0000000000003202.

Article  PubMed  Google Scholar 

Hendy AM, Lamon S. The cross-education phenomenon: brain and beyond. Front Physiol. 2017;8:297. https://doi.org/10.3389/fphys.2017.00297.

Article  PubMed  PubMed Central  Google Scholar 

Senn S, Rolfe K, Julious SA. Investigating variability in patient response to treatment a case study from a replicate cross-over study. Stat Methods Med Res. 2010;20:657–66. https://doi.org/10.1177/0962280210379174.

Article  PubMed  Google Scholar 

Steele J, Fisher JP, Giessing J, Androulakis-Korakakis P, Wolf M, Kroeske B, et al. Long-term time-course of strength adaptation to minimal dose resistance training through retrospective longitudinal growth modeling. Res Q Exerc Sport. 2022;94:913–30. https://doi.org/10.1080/02701367.2022.2070592.

Article  PubMed  Google Scholar 

Latella C, van den Hoek D, Wolf M, Androulakis-Korakakis P, Fisher JP, Steele J. Using powerlifting athletes to determine strength adaptations across ages in males and females: a longitudinal growth modelling approach. Sports Med. 2024;54:753–74. https://doi.org/10.1007/s40279-023-01962-6.

Article  PubMed  Google Scholar 

Weir JP. Quantifying test-retest reliability using the intraclass correlation coefficient and the SEM. J Strength Cond Res. 2005;19:231. https://doi.org/10.1519/15184.1.

Article  PubMed  Google Scholar 

Swinton PA, Hemingway BS, Saunders B, Gualano B, Dolan E. A statistical framework to interpret individual response to intervention: paving the way for personalized nutrition and exercise prescription. Front Nutr. 2018;5:41. https://doi.org/10.3389/fnut.2018.00041.

Article  PubMed  PubMed Central  Google Scholar 

Mazzolari R, Porcelli S, Bishop DJ, Lakens D. Myths and methodologies: the use of equivalence and non-inferiority tests for interventional studies in exercise physiology and sport science. Exp Physiol. 2022;107:201–12. https://doi.org/10.1113/EP090171.

Article  PubMed  Google Scholar 

Atkinson G, Williamson P, Batterham AM. Issues in the determination of “responders” and “non-responders” in physiological research. Exp Physiol. 2019;104:1215–25. https://doi.org/10.1113/EP087712.

Article  PubMed  Google Scholar 

Tenan MS, Vigotsky AD, Caldwell AR. Comment on: “A method to stop analyzing random error and start analyzing differential responders to exercise.” Sports Med. 2019;50:431–4. https://doi.org/10.1007/s40279-019-01249-9.

Article  Google Scholar 

Scott BR, Duthie GM, Thornton HR, Dascombe BJ. Training monitoring for resistance exercise: theory and applications. Sports Med. 2016;46:687–98. https://doi.org/10.1007/s40279-015-0454-0.

Article  PubMed  Google Scholar 

Hammarström D, Øfsteng S, Koll L, Hanestadhaugen M, Hollan I, Apró W, et al. Benefits of higher resistance-training volume are related to ribosome biogenesis. J Physiol. 2020;598:543–65. https://doi.org/10.1113/jp278455.

Article  PubMed  Google Scholar 

Shmueli G. To explain or to predict? Stat Sci. 2010. https://doi.org/10.1214/10-sts330.

Article  Google Scholar 

Nunes EV, Pavlicova M, Hu M-C, Campbell AN, Miele G, Hien D, et al. Baseline matters: the importance of covariation for baseline severity in the analysis of clinical trials. J Drug Alcohol Abuse. 2011;37:446–52. https://doi.org/10.3109/00952990.2011.596980.