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Asian J Kinesiol > Volume 14(2); 2012 > Article
The Official Journal of the Korean Academy of Kinesiology 2012;14(2):73-84.
DOI: https://doi.org/10.15758/jkak.2012.14.2.73     Published online April 30, 2012.
Predictions Developments of V˙O 2 max By Submaximal Metabolical Responses, Physical Variables and HR Responses for Adult Women
Jae-Hyeng Im, Yoo-Joung Jeon, Hyuk-Ki Chang, Hyo-Jung Kim, Byung-Kun Lee
Seoul Women's University
Chosun University
Sangmyung University
Correspondence:  Byung-Kun Lee,
Email: bklee@smart.ac.kr
Received: 3 March 2012   • Accepted: 21 April 2012

The purpose of this study was to develop the prediction model of V˙O 2 max using submaximal metabolic responses from the Bruce protocol, and General Variables and HR responses for South Korean adult women.
The subjects were consisted of 198 South Korean adult women They were participated maximal exercise testing with Bruce treadmill protocol(Bruce et al., 1973), and the general physical variables and the metabolic responses were measured in the end of the first(3 minute) and second stage(6 minute). Measurement items were Age, WT, HT, BMI, and VO 2 , VCO 2 , VE, HR of 3 and 6 minute, time to HR 150 bpm. To determine the predicted model of VO 2 max, multiple and simple regression analysis with stepwise methods analysis were applied.
Analyzing with all variables using stepwise method, the multiple R of total variable model were 0.719 and 0.732(p<.01), SEE were 3.47, 3.41 ml/kg/min, CV were 10.5, 10.3%. VO 2 max = 38.943 + 6minVO 2 *.130 + BMI*-.339 + 3minVO 2 *.369 + 3minHR*-.062 + Age*-.058. The multiple R of 3 minutes model were 0.673, 0.681, SEE were 3.66, 3.63 ml/kg/min, CV was 11.1, 11.00%(p<.01). The multiple R of 6 minutes model were 0.649, 0.692, SEE were 3.58, 3.76 ml/kg/min, CV were 11.4, 10.8%. The multiple R of general variables model were 0.571, 0.588, SEE were 4.06, 4.01 ml/kg/min, CV were 12.3, 12.2%. VO 2 max = 74.582 + BMI*-.688 + Age*-.075 + Height*-.141. The R of HR 150 model was 0.157, SEE was 4.88 ml/kg/min, CV was 14.8%. The multicolinearity did not appeared on all of model.
In conclusion, with considering usefulness and convenience through the validity of these prediction models, the prediction model of maximal oxygen consumption recommended total model, general variables model, 6 and 3 minute model, and HR 150 model by tunes.
Keywords: V


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