TY - JOUR
T1 - Construction of the work adjustment index
T2 - Base on lifestyle analysis
AU - Lin, Cheng Chang
AU - Oyang, Hsiang Ya
AU - Chen, Lee Chou
N1 - Publisher Copyright:
© 2017, National Taiwan Normal University. All rights reserved.
PY - 2015
Y1 - 2015
N2 - The purpose of the study was to construct the Work Adjustment Index (WAI) for junior high school teachers and to examine its validity. The index was constructed based on a lifestyle analysis. A total of 472 junior high school teachers completed the LOHAS lifestyle questionnaire. The survey data was analyzed using a classification and regression tree (CART) and logistic regression. The results of the study indicated that: (a) there were seven classification trees and one was optimal for constructing the WAIbased on two categories, one is “stay in the same position”, and the other is “go away”(b) the WAI was composed of 6 items with different weight on their alternatives, and (c) validity was conducted through criterion validity and group comparison method. Significant differences on WAI were found for gender, job position, and teaching years, and there was significant positive correlation between stress against and work adjustment. The CART and logistic regression are good methods for constructing the WAI and this measure is useful in assessing teacher work adjustment.
AB - The purpose of the study was to construct the Work Adjustment Index (WAI) for junior high school teachers and to examine its validity. The index was constructed based on a lifestyle analysis. A total of 472 junior high school teachers completed the LOHAS lifestyle questionnaire. The survey data was analyzed using a classification and regression tree (CART) and logistic regression. The results of the study indicated that: (a) there were seven classification trees and one was optimal for constructing the WAIbased on two categories, one is “stay in the same position”, and the other is “go away”(b) the WAI was composed of 6 items with different weight on their alternatives, and (c) validity was conducted through criterion validity and group comparison method. Significant differences on WAI were found for gender, job position, and teaching years, and there was significant positive correlation between stress against and work adjustment. The CART and logistic regression are good methods for constructing the WAI and this measure is useful in assessing teacher work adjustment.
KW - Classification and regression tree(CART)
KW - Lifestyle
KW - Work adjustment index (WAI)
UR - http://www.scopus.com/inward/record.url?scp=85035816697&partnerID=8YFLogxK
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U2 - 10.6251/BEP.20140923
DO - 10.6251/BEP.20140923
M3 - Article
AN - SCOPUS:85035816697
SN - 1011-5714
VL - 46
SP - 609
EP - 629
JO - Bulletin of Educational Psychology
JF - Bulletin of Educational Psychology
IS - 4
ER -