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A Reproducibility or an identity crisis in sports and exercise?

A viewpoint on current challenges and solutions

##article.authors##

  • Guilherme Weiss Freccia Universidade do Estado de Santa Catarina https://orcid.org/0000-0002-7393-9751
  • Tales de Carvalho Universidade do Estado de Santa Catarina

DOI:

https://doi.org/10.51224/SRXIV.171

Keywords:

sports and exercise science, Methods, Statistics, replicability

Abstract

Seeking to understand Sport and Exercise Sciences (SES) methodological scenarios, this viewpoint discusses (a) the methodological issues affecting reproducibility in SES, and (b) the initiatives intending to face these main problems, along with epistemological considerations. Reproducibility can be affected by inadequacies such as poor reporting of methods and outcomes. Results' reliability is an evidence-based cornerstone, and how these have been published in the SES field seem to be biased. Another contributing factor to a probable reproducibility crisis is the rising trend in the prevalence of positive results in comparison to negative results. Some suspicions boosted collaborations calling for the adoption of more transparent SES research, which currently lacks transparent research practices such as code and data sharing. To improve reproducibility, the reporting of methods, interventions and outcomes must be accurate and detailed. We may need to assess epistemology to better comprehend the identity of SES, and research methods the field has been relying on. This will require a collaborative effort and creativity, and more “theory-driven” research questions. It is time to slow down and rediscover the identity of the SES by establishing field-specific quality criteria and refining the study design under the scope of our own epistemological lens.

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References

Viana RB, Naves JPA, Coswig VS, de Lira CAB, Steele J, Fisher JP, et al. Is interval training the magic bullet for fat loss? A systematic review and meta-analysis comparing moderate-intensity continuous training with high-intensity interval training (HIIT). Br J Sports Med. 2019 May;53(10):655–64.

Steele J, Plotkin D, Van Every D, Rosa A, Zambrano H, Mendelovits B, et al. Slow and Steady, or Hard and Fast? A Systematic Review and Meta-Analysis of Studies Comparing Body Composition Changes between Interval Training and Moderate Intensity Continuous Training. Sports Basel Switz. 2021 Nov 18;9(11):155.

Moher D, Shamseer L, Cobey KD, Lalu MM, Galipeau J, Avey MT, et al. Stop this waste of people, animals and money. Nature. 2017 Sep;549(7670):23–5.

Abt G, Boreham C, Davison G, Jackson R, Nevill A, Wallace E, et al. Power, precision, and sample size estimation in sport and exercise science research. J Sports Sci. 2020 Sep;38(17):1933–5.

Iso-Ahola SE. Reproducibility in Psychological Science: When Do Psychological Phenomena Exist? Front Psychol. 2017 Jun 2;8:879.

Schweizer G, Furley P. Reproducible research in sport and exercise psychology: The role of sample sizes. Psychol Sport Exerc. 2016 Mar;23:114–22.

Halperin I, Vigotsky AD, Foster C, Pyne DB. Strengthening the Practice of Exercise and Sport-Science Research. Int J Sports Physiol Perform. 2018 Feb 1;13(2):127–34.

Gray. The Hazards of a Biomedical Exercise Paradigm: Exploring the Praxis of Exercise Professionals. Philosophies. 2019 Sep 12;4(3):54.

Consortium for Transparency in Exercise Science (COTES) Collaborators, Caldwell AR, Vigotsky AD, Tenan MS, Radel R, Mellor DT, et al. Moving Sport and Exercise Science Forward: A Call for the Adoption of More Transparent Research Practices. Sports Med. 2020 Mar;50(3):449–59.

Twomey R, Yingling V, Warne J, Schneider C, McCrum C, Atkins W, et al. Nature of Our Literature: A Registered Report on the Positive Result Rate and Reporting Practices in Kinesiology. Commun Kinesiol [Internet]. 2021 Dec 2 [cited 2022 Mar 8];1(3). Available from: https://storkjournals.org/index.php/cik/article/view/43

Altman DG. The scandal of poor medical research. BMJ. 1994 Jan 29;308(6924):283–4.

Ioannidis JPA. Why Most Published Research Findings Are False. PLoS Med. 2005 Aug 30;2(8):e124.

Open Science Collaboration. Estimating the reproducibility of psychological science. Science. 2015 Aug 28;349(6251):aac4716–aac4716.

Walter SD, Hart LE. Application of epidemiological methodology to sports and exercise science research. Exerc Sport Sci Rev. 1990;18:417–48.

Thompson B. A review of the British Journal of Sports Medicine 1991-5. Br J Sports Med. 1996 Dec 1;30(4):354–5.

Bleakley C. The quality of research in sports journals. Br J Sports Med. 2002 Apr 1;36(2):124–5.

Hopewell S, Dutton S, Yu L-M, Chan A-W, Altman DG. The quality of reports of randomised trials in 2000 and 2006: comparative study of articles indexed in PubMed. BMJ. 2010 Mar 23;340(mar23 1):c723–c723.

Knudson D. Confidence crisis of results in biomechanics research. Sports Biomech. 2017 Oct 2;16(4):425–33.

Goodman SN, Fanelli D, Ioannidis JPA. What does research reproducibility mean? Sci Transl Med. 2016 Jun 1;8(341):341ps12-341ps12.

Bonafiglia JT, Islam H, Preobrazenski N, Gurd BJ. Risk of bias and reporting practices in studies comparing VO2max responses to sprint interval vs. continuous training: A systematic review and meta-analysis. J Sport Health Sci. 2021 Mar;S2095254621000302.

Barbalho M, Coswig VS, Steele J, Fisher JP, Paoli A, Gentil P. Evidence for an Upper Threshold for Resistance Training Volume in Trained Women. Med Sci Sports Exerc. 2019 Mar;51(3):515–22.

Barbalho M, Coswig VS, Steele J, Fisher JP, Giessing J, Gentil P. Evidence of a Ceiling Effect for Training Volume in Muscle Hypertrophy and Strength in Trained Men - Less is More? Int J Sports Physiol Perform. 2020 Feb 1;15(2):268–77.

Vigotsky AD, Nuckols GL, Fisher J, Heathers J, Krieger J, Schoenfeld BJ, et al. Improbable data patterns in the work of Barbalho et al. [Internet]. SportRxiv; 2020 Jul [cited 2021 Jul 6]. Available from: https://osf.io/sg3wm

Norman G. Data dredging, salami-slicing, and other successful strategies to ensure rejection: twelve tips on how to not get your paper published. Adv Health Sci Educ. 2014 Mar;19(1):1–5.

Borg DN, Bon JJ, Sainani K, Baguley BJ, Tierney NJ, Drovandi C. Sharing Data and Code: A Comment on the Call for the Adoption of More Transparent Research Practices in Sport and Exercise Science [Internet]. SportRxiv; 2020 Mar [cited 2021 Sep 11]. Available from: https://osf.io/ftdgj

Fanelli D. Negative results are disappearing from most disciplines and countries. Scientometrics. 2012 Mar;90(3):891–904.

Marshall JR. Data Dredging and Noteworthiness: Epidemiology. 1990 Jan;1(1):5–7.

Büttner F, Toomey E, McClean S, Roe M, Delahunt E. Are questionable research practices facilitating new discoveries in sport and exercise medicine? The proportion of supported hypotheses is implausibly high. Br J Sports Med. 2020 Nov;54(22):1365–71.

Singh B, Fairman CM, Christensen JF, Bolam KA, Twomey R, Nunan D, et al. Outcome Reporting bias in Exercise Oncology trials (OREO): a cross-sectional study [Internet]. Sports Medicine; 2021 Mar [cited 2022 Mar 11]. Available from: http://medrxiv.org/lookup/doi/10.1101/2021.03.12.21253378

Batterham AM, Hopkins WG. Making meaningful inferences about magnitudes. Int J Sports Physiol Perform. 2006 Mar;1(1):50–7.

Lohse KR, Sainani KL, Taylor JA, Butson ML, Knight EJ, Vickers AJ. Systematic review of the use of “magnitude-based inference” in sports science and medicine. Bender R, editor. PLOS ONE. 2020 Jun 26;15(6):e0235318.

Sainani KL, Borg DN, Caldwell AR, Butson ML, Tenan MS, Vickers AJ, et al. Call to increase statistical collaboration in sports science, sport and exercise medicine and sports physiotherapy. Br J Sports Med. 2021 Jan;55(2):118–22.

Kerr NL. HARKing: Hypothesizing After the Results are Known. Personal Soc Psychol Rev. 1998 Aug;2(3):196–217.

Scheel AM, Schijen MRMJ, Lakens D. An Excess of Positive Results: Comparing the Standard Psychology Literature With Registered Reports. Adv Methods Pract Psychol Sci. 2021 Apr;4(2):251524592110074.

Umpierre D, De Nardi AT, Botton CE, Helal L, Pfeifer LO, Ricardo LI, et al. 52 Strengthening the evidence in exercise sciences initiative (SEES initiative): a prospective project based on openness, surveillance, and feedback. In: 3 Minute Quick Fire [Internet]. BMJ Publishing Group Ltd; 2019 [cited 2021 Jul 13]. p. A31.2-A32. Available from: https://ebm.bmj.com/lookup/doi/10.1136/bmjebm-2019-EBMLive.60

Hoffmann TC, Glasziou PP, Boutron I, Milne R, Perera R, Moher D, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ. 2014 Mar 7;348(mar07 3):g1687–g1687.

Bandholm T, Henriksen M, Thorborg K. Slow down to strengthen sport and exercise medicine research. Br J Sports Med. 2017 Oct;51(20):1453.

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2022-06-29 — Updated on 2022-06-29

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