New insights for statistical analysis of blood pressure response to exercise in elderly hypertensive women

  • Dahan da Cunha Nascimento Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
  • Cristiane Rocha Silva Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
  • Denis Cesar Leite Vieira Programa de Pós-Graduação em Educação Física, Universidade de Brasília (UNB) – Brasília, Distrito Federal, Brasil.
  • Brad Jon Schoenfeld Department of Health Sciences, CUNY Lehman College, Bronx, NY
  • Jonato Prestes Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
Keywords: Responsiveness. Regression to the mean. Standard error of measurement. Clinical difference. Blood pressure.

Abstract

It is possible to identity responders, low responders and adverse responders to exercise by looking for the variability of scores around the mean. Thus, it is important to identify these groups of subjects to amplify the understanding of the initial alternative hypothesis. In addition, the use of complementary statistics, as control of regression to the mean, standard error of measurement and smallest real difference presents new insights for a better understanding of the practical implications of data interpretation in exercise research. This article discusses the use of complementary statistical procedures that allow for critical interpretation of data while avoiding bias in studies with exercise and blood pressure. We present real data from an experimental 10-week RT program and its effect on SBP in hypertensive elderly women. We demonstrate that not every difference in systolic blood pressure carries a clinical meaning, but are characterized as a measurement error. In addition, responsiveness to exercise will, in the great majority of cases, be misinterpretation of regression to the mean and random variation. The complementary statistics presented in this review should be considered in future studies, and are also useful for other variables such as muscle strength, cytokines, triglycerides, and insulin.

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Author Biographies

Dahan da Cunha Nascimento, Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
Educação Física.
Cristiane Rocha Silva, Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
Educação Física.
Denis Cesar Leite Vieira, Programa de Pós-Graduação em Educação Física, Universidade de Brasília (UNB) – Brasília, Distrito Federal, Brasil.
Educação Física.
Brad Jon Schoenfeld, Department of Health Sciences, CUNY Lehman College, Bronx, NY
Department of Health Sciences.
Jonato Prestes, Programa de Pós-Graduação em Educação Física, Universidade Católica de Brasília (UCB) – Brasília, Distrito Federal, Brasil.
Educação Física.
Published
2019-03-25
How to Cite
1.
Nascimento D da C, Silva CR, Leite Vieira DC, Schoenfeld BJ, Prestes J. New insights for statistical analysis of blood pressure response to exercise in elderly hypertensive women. JPhysEduc [Internet]. 2019Mar.25 [cited 2025Sep.9];30(1):e-3025. Available from: https://periodicos.uem.br/ojs/index.php/RevEducFis/article/view/42048
Section
Physical activity and health