Parameter Estimation of Structural Equation Modeling Using Bayesian Approach

Dewi Kurnia Sari, Ni Wayan Surya Wardhani, Suci Astutik

Abstract


Leadership is a process of influencing, directing or giving an example of employees in order to achieve the objectives of the organization and is a key element in the effectiveness of the organization. In addition to the style of leadership, the success of an organization or company in achieving its objectives can also be influenced by the commitment of the organization. Where organizational commitment is a commitment created by each individual for the betterment of the organization. The purpose of this research is to obtain a model of leadership style and organizational commitment to job satisfaction and employee performance, and determine the factors that influence job satisfaction and employee performance using SEM with Bayesian approach. This research was conducted at Statistics FNI employees in Malang, with 15 people. The result of this study showed that the measurement model, all significant indicators measure each latent variable. Meanwhile in the structural model, it was concluded there are a significant difference between the variables of Leadership Style and Organizational Commitment toward Job Satisfaction directly as well as a significant difference between Job Satisfaction on Employee Performance. As for the influence of Leadership Style and variable Organizational Commitment on Employee Performance directly declared insignificant.

Keywords


SEM; Bayesian; Leadership Style; Organizational Commitment; Job Satisfaction; Employee Performance.

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References


I. Ntzoufras, Bayesian modeling in WinBugs. Hoboken, NJ, USA: John Wiley & Sons, Inc, 2009, pp. --.

S.-Y. Lee, Structural equation modeling: A Bayesian approach, vol. 711, John Wiley & Sons, 2007, pp. --.

L. Kogan, "Small-sample inference and bootstrap," Small, vol. 1, pp. 2--, 2010.

J. F. Hair, W. C. Black, B. J. Babin, R. E. Anderson and R. L. Tatham, Multivariate data analysis, vol. 6, Pearson Prentice Hall Upper Saddle River, NJ, 2006, pp. --.

I. Ghozali, "Model Persamaan Struktural: Konsep dan aplikasi dengan program AMOS ver. 16.0," Semarang, Indonesia: Badan Penerbit Universitas Diponegoro, pp. --, 2004.

Arrizal, "Pemimpin Gaya Kepemimpinan Transaksional Mencapai Sukses Melalui Manajemen Sumber Daya Manusia," Jurnal Kajian Bisnis Sekolah Tinggi Ilmu Ekonomi Widya Wiwaha, no. 22, 2001.




DOI: http://dx.doi.org/10.18860/ca.v4i2.3492

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