Testing personal orientations - organizational climate fit using polynomial regressions, response surface, and bootstrapping

Lee, Allison Gim Wah and Nora Muda, and Abdul Rahman Othman, (2019) Testing personal orientations - organizational climate fit using polynomial regressions, response surface, and bootstrapping. Sains Malaysiana, 48 (2). pp. 473-485. ISSN 0126-6039

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Official URL: http://www.ukm.my/jsm/malay_journals/jilid48bil2_2...

Abstract

Personal orientations-organizational climate fit as a predictor of organizational commitment was examined using a sample of 350 Malaysian medical doctors from public and private hospitals in the northern states of Malaysia. The fit hypothesis was tested using polynomial regression and response surface methodology, followed by bootstrapping to estimate confidence intervals and for significance testing of response surface features. The results generally indicated that the personal orientations-organizational climate fit has a positive impact on the affective and normative organizational commitment of doctors. The need for achievement and the need for power were found to be significant dimensions that predicted the affective-normative commitment.

Item Type:Article
Keywords:Bootstrapping; Organizational climate; Personal-orientation fit; Polynomial regression; Response surface
Journal:Sains Malaysiana
ID Code:13100
Deposited By: ms aida -
Deposited On:18 Jun 2019 06:53
Last Modified:22 Jun 2019 00:18

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