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http://dx.doi.org/10.5351/KJAS.2011.24.2.411

Testing the Relationship between Person-Organizational Value Fit and Performance  

Park, Yang-Kyu (School of Business, Konkuk University)
Yeo, Sung-Chil (Department of Applied Statistics, Konkuk University)
Publication Information
The Korean Journal of Applied Statistics / v.24, no.2, 2011 , pp. 411-424 More about this Journal
Abstract
The studies of congruence in organizational research have explored the concepts such as person-job fit person-organization fit, or person-environment fit. The relevant studies dealt with the fit level as an important influencing factor on the performance. In particular, researchers have agreed that employees can be motivated by the high level fit of person-organization. However, few research developing an alternative methodological approach has been done. For the purpose mentioned above the statistics like D, |D| or $D^2$ and the Q values such as Q(the correlation between two sets of interval measures) or $Q_r$(the correlation between two rankings) have been conventionally adopted in spite of numerous methodological problems. In general, these traditional indices such as difference scores, or Q values, are nondirectional and add an extra weight to differences of lager magnitude. Therefore, Edwards (1993) introduced the polynomial regression and the response surface analysis to overcome flaws with conventional approaches. However, the method-ological approaches did not reflect the profile characteristics of person-organizational value fit and wouldn't be a proper solution for the fit level of person-organization value maximizing performance. Hence, this paper investigates alternative methodological approaches, the multivariate polynomial regression and the multiple response surface analysis, to avoid the problems issued from conventional ways.
Keywords
Multivariate polynominal regression model; multiple response surface analysis; person-organizational value fit; performance; gap difference;
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