DEVELOPMENT OF VO2max PREDICTION MODELS FROM 3-MINUTE WALK TEST
- VernacularTitle:3分間歩行テストによる最大酸素摂取量推定式の開発に関する研究
- Author:
ZHEN-BO CAO
;
NOBUYUKI MIYATAKE
;
MITSURU HIGUCHI
;
IZUMI TABATA
- Publication Type:Journal Article
- Keywords:
Cardiorespiratory fitness;
maximal oxygen uptake;
prediction model;
field test;
male
- From:Japanese Journal of Physical Fitness and Sports Medicine
2009;58(5):527-536
- CountryJapan
- Language:Japanese
-
Abstract:
The purpose of the study was to develop new VO2max prediction models for Japanese men using a 3-minute walk test. One hundred and twenty-seven Japanese men aged from 20 to 69 years were recruited as subjects of the present study. Maximal oxygen uptake (VO2max) was measured with a maximal incremental test on a bicycle ergometer. The prediction models were derived using data of age, 3-minute walking distance (3MWD), and either BMI, waist circumference (WC), or %Fat. This data was cross-validated by using PRESS cross-validation procedures. 3MWD was significantly related to VO2max (r = 0.54, P<0.001). The multiple correlation coefficients for the BMI, WC, and %Fat models, respectively, were 0.81, 0.82, and 0.85. The standard error of estimate (SEE) was 4.5, 4.4, and 4.1 ml·kg-1·min-1, respectively, for the BMI, WC, and %Fat models. All regression models demonstrated a high level of cross-validity supported by the minor shrinkage of the coefficient of determination and increment of SEE in the PRESS procedure. This study demonstrated that 3MWD was useful for predicting VO2max accurately using VO2max prediction models for Japanese men. The new non-exercise prediction equations derived in this study are applicable to estimating VO2max in Japanese adult men.
