Preprint / Version 1

How much help do you need?

Perceptions vs. actual effort of trainee and trainer during forced repetitions.

##article.authors##

DOI:

https://doi.org/10.51224/SRXIV.506

Keywords:

forced repetitions, assisted repetitions, bench press, perceived effort

Abstract

Forced repetitions are an advanced overload training technique theorized to augment potential mechanisms for muscular adaptation. The aim of the present study was to investigate perceptions of assistance by trainers and trainees in comparison to actual assistance for forced repetitions for the bench press exercise. Forty-three (female=9, male=34) trained participants were recruited and randomly assigned roles as both trainer and trainee on testing days and partnered with one another. Participant trainees completed as many repetitions as possible with a 10-12RM and upon reaching the point of momentary failure, a spotter assisted the trainee with only sufficient force to allow two more complete repetitions. Participant trainees provided assistance through use of a digital weight scale attached to the bar to measure the exact force provided. Immediately after the forced repetitions the trainer and trainee were asked independently as to how much (%) assistance was provided for each of the forced repetitions. Inferential statistics were treated as highly unstable local descriptions of the relations between model assumptions and data. For all analyses we opted to avoid dichotomising the existence of effects and therefore did not employ traditional null hypothesis significance testing. Instead, we opted to take an estimation-based approach within a Bayesian framework. For all analyses model parameter estimates and their precision, along with conclusions based upon them, were interpreted continuously and probabilistically, considering data quality, plausibility of effect, and previous literature. Results revealed a large heterogeneity in the perceptions of assistance provided between both trainers and trainees compared to actual assistance provided. However, consistently, trainers and trainees perceived the assistance provided to be greater than the actual level of assistance. This disparity was most evident in the first compared to the second forced repetition. Furthermore, the spotters were better than the trainees in their perception of assistance of load.

Metrics

Metrics Loading ...

References

Grgic J, Schoenfeld BJ, Orazem J, Sabol F. Effects of resistance training performed to repetition failure or non-failure on muscular strength and hypertrophy: A systematic review and meta-analysis. J Sport Health Sci 2022;11:202–11.

Fisher JP, Steele J, Smith D. Intensity of effort and momentary failure in resistance training: Are we asking a binary question for a continuous variable? J Sport Health Sci. 2022 Nov;11(6):644-647.

Refalo MC, Helms ER, Trexler ET, Hamilton DL, Fyfe JJ. Influence of Resistance Training Proximity-to-Failure on Skeletal Muscle Hypertrophy: A Systematic Review with Meta-analysis. Sports Med. 2023 Mar;53(3):649-665.

Steele, J., Fisher, J., Giessing, J., & Gentil, P. (2017). Clarity in reporting terminology and definitions of set endpoints in resistance training. Muscle & nerve, 56(3), 368-374.

Schoenfeld, B. (2011). The use of specialized training techniques to maximize muscle hypertrophy. Strength & Conditioning Journal, 33(4), 60-65.

Nuzzo JL, Pinto MD, Nosaka K, Steele J. (2023). The Eccentric:Concentric Strength Ratio of Human Skeletal Muscle In Vivo: Meta‑analysis of the Influences of Sex, Age, Joint Action, and Velocity. Sports Medicine, 53:1126-1136

Fisher, J. P., Farrow, J., & Steele, J. (2017). Acute fatigue, and perceptual responses to resistance exercise. Muscle & Nerve, 56(6), E141-E146.

Ahtiainen, J. P., Pakarinen, A., Kraemer, W. J., & Häkkinen, K. (2003). Acute hormonal and neuromuscular responses and recovery to forced vs. maximum repetitions multiple resistance exercises. International journal of sports medicine, 24(06), 410-418.

Ahtiainen JP, Pakarinen A, Kraemer WJ, Häkkinen K. Acute hormonal responses to heavy resistance exercise in strength athletes versus nonathletes. Can J Appl Physiol. 2004 Oct;29(5):527-43.

Drinkwater EJ, Lawton TW, McKenna MJ, Lindsell RP, Hunt PH, and Pyne DB. Increased number of forced repetitions does not enhance strength development with resistance training. J Strength Cond Res 21: 841–847, 2007

Fisher, JP, Steele, J, Wolf, M, Androulakis-Korakakis, PA, Smith, D, Giessing, J. The Role of Supervision in Resistance Training; an Exploratory Systematic Review and Meta-Analysis. Int J Strength Cond. 2022; 2(1)

Amrhein, V., Trafimow, D., & Greenland, S. (2019). Inferential Statistics as Descriptive Statistics: There Is No Replication Crisis if We Don’t Expect Replication. The American Statistician, 73(sup1), 262–270. https://doi.org/10.1080/00031305.2018.1543137

Amrhein, V., Greenland, S., & McShane, B. (2019). Scientists rise up against statistical significance. Nature, 567(7748), 305–307. https://doi.org/10.1038/d41586-019-00857-9

McShane, B. B., Gal, D., Gelman, A., Robert, C., & Tackett, J. L. (2019). Abandon Statistical Significance. The American Statistician, 73(sup1), 235–245. https://doi.org/10.1080/00031305.2018.1527253

Cumming, G. (2014). The New Statistics: Why and How. Psychological Science, 25(1), 7–29. https://doi.org/10.1177/0956797613504966

Kruschke, J. K., & Liddell, T. M. (2018). The Bayesian New Statistics: Hypothesis testing, estimation, meta-analysis, and power analysis from a Bayesian perspective. Psychonomic Bulletin & Review, 25(1), 178–206. https://doi.org/10.3758/s13423-016-1221-4

Bürkner, P.-C. (2017). Brms: An R Package for Bayesian Multilevel Models Using Stan. Journal of Statistical Software, 80, 1–28. https://doi.org/10.18637/jss.v080.i01

Arel-Bundock, V., Diniz, M. A., & Greifer, N. (2022). Marginaleffects: Marginal Effects, Marginal Means, Predictions, and Contrasts. https://CRAN.R-project.org/package=marginaleffects

Bolger, N., Zee, K. S., Rossignac-Milon, M., & Hassin, R. R. (2019). Causal processes in psychology are heterogeneous. Journal of Experimental Psychology: General, 148(4), 601–618. https://doi.org/10.1037/xge0000558

Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., Dunnington, D., & RStudio. (2022). ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics. https://CRAN.R-project.org/package=ggplot2

Kay, M., & Mastny, T. (2022). Tidybayes: Tidy Data and ’Geoms’ for Bayesian Models. https://CRAN.R-project.org/package=tidybayes

Pedersen, T. L. (2022). Patchwork: The Composer of Plots. https://CRAN.R-project.org/package=patchwork

Weakley J, Wilson K, Till K, Banyard H, Dyson J, Phibbs P, Read D, Jones B. (2020). Show Me, Tell Me, Encourage Me: The Effect of Different Forms of Feedback on Resistance Training Performance. J Strength Cond Res. 34(11):3157-3163

Weakley, J., Cowley, N., Schoenfeld, B.J. et al. The Effect of Feedback on Resistance Training Performance and Adaptations: A Systematic Review and Meta-analysis. Sports Med 53, 1789–1803 (2023).

Jones LA. Perception of force and weight: theory and research. Psychological bulletin. 1986 Jul;100(1):29.

Hakim H, Khemiri A, Chortane OG, Boukari S, Chortane SG, Bianco A, Marsigliante S, Patti A, Muscella A. Mental Fatigue Effects on the Produced Perception of Effort and Its Impact on Subsequent Physical Performances. Int J Environ Res Public Health. 2022 Sep 2;19(17):10973.

Banister EW. The perception of effort: an inductive approach. European journal of applied physiology and occupational physiology. 1979 Jun;41:141-50.

Hampson DB, St Clair Gibson A, Lambert MI, Noakes TD. The influence of sensory cues on the perception of exertion during exercise and central regulation of exercise performance. Sports Medicine. 2001 Nov;31(13):935-52.

Posted

2025-01-26