Prediction of One Repetition Maximum in Dumbbell Concentration Curl and Shoulder Press

  • Manne Hannula
  • A. Hirvikoski
  • M. Isorinne
  • J. Jauhiainen
Conference paper
Part of the IFMBE Proceedings book series (IFMBE, volume 20)


In this study the prediction of maximum performance in dumbbell concentration curl and shoulder press was examined. The idea of the study was to predict the one repetition maximum (1-RM) with help of analysis of accelerations during a submaximal lift. In the study 30 gym trainees (all males, age 26±7 years, height 179±6 cm, weight 77±10 kg) performed dumbbell concentration curl and shoulder press exercises which all were accurately measured with help of a specific three-dimensional acceleration sensor based analysis system. The characteristics of the acceleration as a function of submaximal weight was analyzed and the prediction of one repetition maximum were evaluated. The data analysis resulted in 1-RM prediction mean absolute error of 2,8 kg for the dumbbell concentration curl and 12,3 kg for the shoulder press when using a simple linear prediction model. The detailed analysis showed that prediction mean absolute errors of 1,9 kg and 3,3 kg for dumbbell concentration curl and shoulder press would be achieved by adjusting the prediction model appropriately. The results show that it is possible predict the 1-RM with help of accelerometer from the submaximal performance in studied weight lifting exercises. However, the detailed prediction algorithm for 1-RM prediction requires further development.


1-RM submaximal weight accelerometer 


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  1. 1.
    Berger RA (1961) Determination of the resistance load for 1-RM and 10-RM. J Assoc Physi Ment Rehab 15, 1961, 108–110.Google Scholar
  2. 2.
    Chapman PP, Whitehead JR, Binkert RH (1998) The 225-lb Reps-to-Fatigue Test as a Submaximal Estimate of 1-RM Bench Press Performance in Col-lege Football Players. J Strength Cond Res. 12(4), 1998, 258–261.Google Scholar
  3. 3.
    Horvat M, Ramsey V, Franklin C, Gavin C, Palumbo T and Glass LA (2003) A method for predicting maximal strength in collegiate women athletes. J Strength Cond Res. 17(2), 2003, 324–328.Google Scholar
  4. 4.
    McArdle WD, Katch FI and Katch VL (2000) Essentials of Exercise Physiology (Second Edition, Lippincott Williams & Wilkins, Baltimore, 2000)Google Scholar
  5. 5.
    Kim PS, Mayhew JL and Peterson DF (2002) A modified YMCA bench press test as a predictor of 1 repetition maximum bench press strength. J Strength Cond Res. 16(3), 2002, 440–445.Google Scholar
  6. 6.
    Mayhew JL, Ball TE and Arnold MD (1989) Prediction of 1-RM bench press from submaximal bench press performance in college males and females. J Appl Sports Sci Res, 53, 1989, S73.Google Scholar
  7. 7.
    Hoeger WWK, Hopkins DR, Barette SL and Hale DF (1990) Relationship between repetitions and selected percentages of one repetition maximum: A comparison between untrained and trained males and females. Journal of Applied Sport Science Research, 4, 1990, 47–54.Google Scholar
  8. 8.
    Cummings B, Finn KJ (1998) Estimation of a One Repetition Maximum Bench Press for Untrained Women. J Strength Cond Res. 1998, 12(4), 1998, 262–265.Google Scholar
  9. 9.
    Hannula M, Rontu J-P and Jauhiainen J (2007) Prediction of One Repetition Maximum in Weight Lifting with Multilinear Regression Model. Proceedings of the Fifth IASTED International Conference on Biomedical Engineering.-Insbruck: IASTED, 2007.Google Scholar
  10. 10.
    Salmi J, Rontu J-P, Hannula M, Leskinen S and Linnamo V (2007) 1-RM bench press performance estimated with accelerometer method. Proceedigns of the 12th Annual Congress of the ECSS, 11–14 July 2007, Jyväskylä, Finland.Google Scholar
  11. 11.
    Hannula M, Jauhiainen J and Äijälä S (2006) One repetition maximum prediction from a submaximal performance in weight lifting. Proceedings of 5th World Congress of Biomechanics, Munich, Germany, 2006.Google Scholar
  12. 12.
    Hannula M (2007) Evaluation method of a sports performance. Patent application n:o WO2007036611, World Intellectual Property Organization, 2007.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Manne Hannula
    • 1
  • A. Hirvikoski
    • 1
  • M. Isorinne
    • 1
  • J. Jauhiainen
    • 1
  1. 1.Medical Engineering R&D CenterOulu University of Applied SciencesOuluFinland

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