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Lee J, Wang Z, Chen M, Liu S, Yu Q, Hu M, Kong Z, Nie J. Allometric exponents for scaling running economy in human samples: A systematic review and meta-analysis. Heliyon 2024; 10:e31211. [PMID: 38818143 PMCID: PMC11137408 DOI: 10.1016/j.heliyon.2024.e31211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 05/12/2024] [Accepted: 05/13/2024] [Indexed: 06/01/2024] Open
Abstract
Ratio-scaled VO2 is the widely used method for quantifying running economy (RE). However, this method should be criticized due to its theoretical defect and curvilinear relationship indicated by the allometric scaling, although no consensus has been achieved on the generally accepted exponent b value of body weight. Therefore, this study aimed to provide a quantitative synthesis of the reported exponents used to scale VO2 to body weight. Six electronic databases were searched based on related terms. Inclusion criteria involved human cardiopulmonary testing data, derived exponents, and reported precision statistics. The random-effects model was applied to statistically analyze exponent b. Subgroup and meta-regression analyses were conducted to explore the potential factors contributing to variation in b values. The probability of the true exponent being below 1 in future studies was calculated. The estimated b values were all below 1 and aligned with the 3/4 power law, except for the 95 % prediction interval of the estimated fat-free body weight exponent b. A publication bias and a slightly greater I2 and τ statistic were also observed in the fat-free body weight study cohort. The estimated probabilities of the true body weight exponent, full body weight exponent, and fat-free body weight exponent being lower than 1 were 93.8 % (likely), 95.1 % (very likely), and 94.5 % (likely) respectively. 'Sex difference', 'age category', 'sporting background', and 'testing modality' were four potential but critical variables that impacted exponent b. Overall, allometric-scaled RE should be measured by full body weight with exponent b raised to 3/4.
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Affiliation(s)
- Jay Lee
- University of Macau, Macao, China
| | - Zhiwen Wang
- College of Public Courses, Guangdong University of Science and Technology, Dongguan, China
| | - Mingjian Chen
- School of Humanities and Education, Foshan University, Foshan, China
| | - Siqi Liu
- The Human Ergonomics Laboratory of 361 Degree (China) Co., Ltd, China
| | - Qian Yu
- University of Macau, Macao, China
| | | | | | - Jinlei Nie
- Macao Polytechnic University, Macao, China
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PACER Performance of Children Aged 11-14 With Attention-Deficit Hyperactive Disorder. Pediatr Exerc Sci 2018; 30:237-242. [PMID: 28872443 DOI: 10.1123/pes.2017-0048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
PURPOSE The purposes of this study were to examine the performance on the progressive aerobic cardiovascular endurance run (PACER) test in children with and without attention-deficit hyperactive disorder (ADHD) over the course of a school year, and also to investigate the possible influence of age, sex, school sport participation, and body mass index on results. METHODS Utilizing a repeated measures design, 892 middle school children aged 11-14 years (mean = 12.25, SD = 0.94) including 55 children with ADHD participated. While controlling for age, sex, sports participation, and body mass index, children were tested on the PACER 3 times during the school year. Procedures specified in the FITNESSGRAM test manual were explicitly followed. Hierarchical linear modeling was applied to analyze the data. RESULTS Children with ADHD performed 8.6 fewer laps at intercept (baseline), than did healthy children without ADHD (t878 = -6.20, P < .001). However, no significant differences emerged for time (slope). In addition, no significant interactions were found for ADHD with age, sex, sports participation, or body mass index. CONCLUSION A diagnosis of ADHD, independent of selected predictor variables, explained lower PACER performance.
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Batista MB, Valente-Dos-Santos J, Duarte JP, Sousa-E-Silva P, Coelho-E-Silva MJ, Werneck AO, Ohara D, Cyrino ES, Ronque ERV. Independent and Combined Effects of Weight Status and Maturation on Aerobic Fitness in Adolescent School-Aged Males. J Strength Cond Res 2017; 34:2663-2671. [PMID: 29176382 DOI: 10.1519/jsc.0000000000002363] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Batista, MB, Valente-dos-Santos, J, Duarte, JP, Sousa-e-Silva, P, Coelho-e-Silva, MJ, Werneck, AO, Ohara, D, Cyrino, ES, and Ronque, ERV. Independent and combined effects of weight status and maturation on aerobic fitness in adolescent school-aged males. J Strength Cond Res 34(9): 2663-2671, 2020-This study aimed to examine the independent and combined effects of pubertal and weight status on concurrent measurements of peak oxygen (V[Combining Dot Above]O2peak) in school-aged adolescent males. The final sample included 49 boys (12.3 ± 0.8 years). V[Combining Dot Above]O2peak was derived from an incremental progressive maximal protocol using a motorized treadmill. In addition, maximal oxygen uptake was estimated from a 20-m shuttle run test. Static allometric models were obtained as an alternative to performance output per unit of size descriptors. Weight status had a significant effect on V[Combining Dot Above]O2peak using simple ratio standards per unit of body mass (BM) with adolescents classified as overweight and obese (OWOB) attaining lower values of V[Combining Dot Above]O2peak. A similar trend was noted for the allometric models adopting body mass (ml·kgBM·min), stature (L·m·min), and fat-free mass (FFM; ml·kgFFM·min). Findings also suggest the influence and interaction of pubertal and weight status on absolute values of V[Combining Dot Above]O2peak. Considering the data obtained, linear equations to estimate V[Combining Dot Above]O2peak from the 20-m shuttle run test should not be applied to boys who are OWOB because it will produce inaccurate assessments of cardiorespiratory fitness and penalize those who are heavier. Equations for V[Combining Dot Above]O2peak prediction need to be specific for pubertal status and preferably consider FFM as a body size descriptor.
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Affiliation(s)
- Mariana B Batista
- Study and Research Group in Metabolism, Nutrition, and Exercise (GEPEMENE), State University of Londrina (UEL), Londrina, Brazil
| | - João Valente-Dos-Santos
- CIDAF (UID/DTP/04213/2016), University of Coimbra, Coimbra, Portugal.,Portuguese Foundation for Science and Technology (SFRH/BPD/100470/2014), Lisbon, Portugal.,Institute for Biomedical Imaging and Life Sciences (IBILI), University of Coimbra, Coimbra, Portugal.,Faculty of Physical Education and Sport, Lusófona University of Humanities and Technologies, Lisbon, Portugal
| | - João P Duarte
- CIDAF (UID/DTP/04213/2016), University of Coimbra, Coimbra, Portugal.,Portuguese Foundation for Science and Technology (SFRH/BD/101083/2014), Lisbon, Portugal; and.,Faculty of Sports Sciences and Physical Education, University of Coimbra, Coimbra, Portugal
| | | | - Manuel J Coelho-E-Silva
- CIDAF (UID/DTP/04213/2016), University of Coimbra, Coimbra, Portugal.,Faculty of Sports Sciences and Physical Education, University of Coimbra, Coimbra, Portugal
| | - André O Werneck
- Study and Research Group in Metabolism, Nutrition, and Exercise (GEPEMENE), State University of Londrina (UEL), Londrina, Brazil
| | - David Ohara
- Study and Research Group in Metabolism, Nutrition, and Exercise (GEPEMENE), State University of Londrina (UEL), Londrina, Brazil
| | - Edilson S Cyrino
- Study and Research Group in Metabolism, Nutrition, and Exercise (GEPEMENE), State University of Londrina (UEL), Londrina, Brazil
| | - Enio R V Ronque
- Study and Research Group in Metabolism, Nutrition, and Exercise (GEPEMENE), State University of Londrina (UEL), Londrina, Brazil
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Welsman JR, Armstrong N. Longitudinal changes in submaximal oxygen uptake in 11- to 13-year-olds. J Sports Sci 2000; 18:183-9. [PMID: 10737269 DOI: 10.1080/026404100365081] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The aim of this study was to monitor longitudinal changes in young people's submaximal oxygen uptake (VO2) responses during horizontal treadmill running at 8 km x h(-1). The 236 participants (118 boys, 118 girls) were aged 11.2+/-0.4 years (mean +/- s) at the onset of the study. Submaximal VO2, peak VO2 and anthropometry were recorded annually for three consecutive years. The data were analysed using multi-level regression modelling within a multiplicative, allometric framework. The initial model examined sex, age and maturity-related changes in submaximal VO2 relative to body mass as the sole anthropometric covariate. Our results demonstrate that the conventional ratio standard ml x kg(-1) x min(-1) does not adequately describe the true relationship between body mass and submaximal VO2 during this period of growth. The effects of maturity and age were non-significant, but girls consumed significantly less VO2 than boys running at 8 km x h(-1). In subsequent models, stature was shown to be a significant explanatory variable, but this effect became non-significant when the sum of two skinfolds was added. Thus, within this population, submaximal VO2 responses were explained predominantly by changes in body mass and skinfold thicknesses, with no additional maturity-related increments. When differences in body mass and skinfolds were controlled for, there was still a difference between the sexes in submaximal VO2, with girls becoming increasingly more economical with age.
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Affiliation(s)
- J R Welsman
- Children's Health and Exercise Research Centre, University of Exeter, UK.
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