Association Between Cardiorespiratory Fitness and Healthcare Costs in Adults Using the Criterion Referenced Fitness Thresholds: The Korea Institute of Sport Science Fitness Standards Study

Background and Objectives: A deficiency exists in the criterion-referenced cut-points for field-based cardiorespiratory fitness (CRF) in Latin American youths. The aims of the present study were two-fold: (1) To identify the ability of CRF estimated by the 20-m shuttle-run test (20mSRT) to differentiate between “healthy” and “unhealthy” phenotypes (by adiposity) in adolescents; (2) to assess the association between obesity and relative peak oxygen uptake (VO2peak) in a large and diverse sample of Latin American youths. In total, 72,505 adolescents aged between 13 and 15 years were recruited from Chile and Colombia (47.5% girls). Materials and Methods: The waist circumference (WC) and waist-to-height ratio (WHtR) were used to identify body adiposity markers. CRF was measured using the 20mSRT (VO2peak). Receiver operating characteristic curves and logistic regression were used to determine the discriminatory ability of CRF to predict body adiposity parameters. Results: For boys and girls, VO2peak showed a significant predictive capacity to detect body fat (area under the curve [AUC] > 0.62). The sensitivity of VO2peak was medium (>63%) for all age- and sex-specific cut-points, with optimal cut-points in 13- to 15-year olds for obesity identified as 43.77 mL·kg−1·min−1 and 38.53 mL·kg−1·min−1 in boys and girls, respectively. Conclusions: According to these cut-points, adolescents with low CRF were more likely to be obese either by WC or WHtR. The CRF cut-points can be used as quantitative markers for a healthier body in Latin American adolescents.

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Validity of Cardiorespiratory Fitness Criterion-Referenced Standards for Adolescents

Medicine & Science in Sports & Exercise ◽

10.1249/mss.0b013e318195d491 ◽

2009 ◽

Vol 41 (6) ◽

pp. 1222-1229 ◽

Cited By ~ 68

Author(s):

FELIPE LOBELO ◽

RUSSELL R. PATE ◽

MARSHA DOWDA ◽

ANGELA D. LIESE ◽

JONATAN R. RUIZ

Keyword(s):

Cardiorespiratory Fitness ◽

Fitness Criterion ◽

Criterion Referenced

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Review of criterion-referenced standards for cardiorespiratory fitness: what percentage of 1 142 026 international children and youth are apparently healthy?

British Journal of Sports Medicine ◽

10.1136/bjsports-2016-096955 ◽

2017 ◽

Vol 53 (15) ◽

pp. 953-958 ◽

Cited By ~ 21

Author(s):

Justin J Lang ◽

Mark S Tremblay ◽

Francisco B Ortega ◽

Jonatan R Ruiz ◽

Grant R Tomkinson

Keyword(s):

Cardiorespiratory Fitness ◽

Test Performance ◽

Characteristic Curve ◽

Age Groups ◽

Children And Youth ◽

Older Children ◽

Youth At Risk ◽

Criterion Referenced ◽

Run Test ◽

Pseudo Data

PurposeTo identify criterion-referenced standards for cardiorespiratory fitness (CRF); to estimate the percentage of children and youth that met each standard; and to discuss strategies to help improve the utility of criterion-referenced standards for population health research.MethodsA search of four databases was undertaken to identify papers that reported criterion-referenced CRF standards for children and youth generated using the receiver operating characteristic curve technique. A pseudo-dataset representing the 20-m shuttle run test performance of 1 142 026 children and youth aged 9–17 years from 50 countries was generated using Monte Carlo simulation. Pseudo-data were used to estimate the international percentage of children and youth that met published criterion-referenced standards for CRF.ResultsTen studies reported criterion-referenced standards for healthy CRF in children and youth. The mean percentage (±95% CI) of children and youth that met the standards varied substantially across age groups from 36%±13% to 95%±4% among girls, and from 51%±7% to 96%±16% among boys. There was an age gradient across all criterion-referenced standards where younger children were more likely to meet the standards compared with older children, regardless of sex. Within age groups, mean percentages were more precise (smaller CI) for younger girls and older boys.ConclusionThere are several CRF criterion-referenced standards for children and youth producing widely varying results. This study encourages using the interim international criterion-referenced standards of 35 and 42 mL/kg/min for girls and boys, respectively, to identify children and youth at risk of poor health—raising a clinical red flag.

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Criterion-referenced mCAFT cut-points to identify metabolically healthy cardiorespiratory fitness among adults aged 18–69 years: an analysis of the Canadian Health Measures Survey

Applied Physiology Nutrition and Metabolism ◽

10.1139/apnm-2019-0874 ◽

2020 ◽

Vol 45 (9) ◽

pp. 1007-1014

Author(s):

Emily Wolfe Phillips ◽

Deepa P. Rao ◽

Leonard A. Kaminsky ◽

Grant R. Tomkinson ◽

Robert Ross ◽

...

Keyword(s):

Cardiorespiratory Fitness ◽

Density Lipoprotein ◽

Health Surveillance ◽

Metabolic Health ◽

Cut Points ◽

Health Measures ◽

Canadian Health ◽

Health Related ◽

Criterion Referenced ◽

Canadian Health Measures Survey

This study aimed to develop and validate health-related criterion-referenced cut-points for the modified Canadian Aerobic Fitness Test (mCAFT), a field-based measure to predict cardiorespiratory fitness among adults (18–69 years). Criterion-referenced mCAFT cut-points were developed using nationally representative data from cycles 1 (2007–2009) and 2 (2009–2011) of the Canadian Health Measures Survey (CHMS). Receiver operating characteristic curves were used to identify age- and sex-specific cut-points for measured waist circumference, blood pressure, and high-density lipoprotein. Cut-points were validated against metabolic syndrome using a fasted subsample (n = 1093) from cycle 5 (2016–2017). For the main analyses, 4967 participants (50% women) were retained. The mCAFT cut-points ranged from 28 to 43 mL·kg–1·min–1 (area under the curve (AUC): 0.60–0.87) among men, and 23 to 37 mL·kg–1·min–1 (AUC: 0.61–0.86) among women. The likelihood of meeting the new mCAFT cut-points decreased with an increase in the presence of metabolic risk factors. In total, 54% (95% confidence interval: 42% to 67%) of Canadian adults met the new mCAFT cut-points in 2016–2017. This study developed and validated the first health-related criterion-referenced mCAFT cut-points for metabolic health among Canadian adults aged 18–69 years. These mCAFT cut-points may be useful in health surveillance, clinical, and public health settings. Novelty We developed and validated new criterion-referenced cut-points for the mCAFT to help identify adults at potential risk of poor metabolic health. These new cut-points could help support national health surveillance efforts.

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