Structural Equation Modeling Of National Standard Education of Vocational High School Using Partial Least Square Path Modeling

Authors

  • Muh.Hijrah  Department of Statistics, Bogor Agricultural University, Bogor, Indonesia
  • Budi Susetyo  Department of Statistics, Bogor Agricultural University, Bogor, Indonesia
  • Bagus Sartono  Department of Statistics, Bogor Agricultural University, Bogor, Indonesia

Keywords:

Partial Least Square Path Modeling, Structural Equation Modeling, National Education Standard.

Abstract

Partial Least Square Path Modeling (PLS-PM) is a covariance or component-based Structural Equation Modeling (SEM) method. PLS-PM uses a nonparametric analysis so that all preliminary assumptions of SEM are unnecessary to be fulfilled. This study employed PLS-PM to the data of SMK’s national education standard in the Province of Banten in 2017 to obtain a good structural model besides evaluating indicator variables. This study revealed that there are 38 indicator variables that have to be evaluated or eliminated. Modified model is the model without non significance path coefficients of initial model. R-squares of modified structural model are greater than 0.75 except SI and SPL variables which mean that the modified models are good models.

References

  1. [PPMP] Pusat Penjaminan Mutu Pendidikan. 2012. Pedoman Pemenuhan Standar Nasional Pendidikan pada Sekolah Menengah Kejuruan (SMK)/Madrasah Aliyah Kejuruan (MAK). Jakarta (ID).
  2. Bollen KA. 1989. Structural Equation Modeling with Latent Variables. New York (USA): John Wiley and Sons.
  3. Ferezagia DV. 2015. Model Persamaan Struktural Delapan Standar Nasional Pendidikan dengan Generalized Stuctured Component Analysis Tesis]. Bogor (ID): Institut Pertanian Bogor
  4. Hair JF, Ringle CM & Hult GM, Sarstedt M. 2013. Primer on Partial Least Square Structural Equation Modeling (PLS-SEM). Los Angles (USA): Sage Publications
  5. Haenlein M, Kaplan AM. 2004. A Beginner's Guide to Partial Least Squares Analysis. Understanding Statistics. Vol.3 No.4: pp. 283-297
  6. Jaya M, Sumertajaya IM. 2008. Pemodelan persamaan struktural dengan partial least square. Prosiding Seminar Nasional Matematika dan Pendidikan Matematika. Bogor (ID):118-132.
  7. Joreskog KG. 1973. A General Method for Estimating a Linear Structural Equation System. In A.S Goldgerger & O. D. Duncan (Eds). Structural Equation Models in Social Sciences (pp. 85-112). New York: Academic Press
  8. MacKenzie SB, Podsacoff PM, Jarvis CB. 2005. The problem of measurement model misspecification in behavioral and organizational research and some recommended solutions. Journal of Applied Psychology. 90(4):710-730.
  9. Schumacker RE, Lomax RG. 2010. A Beginner's Guide to Structural Equation Modeling Third Edition. New York (USA): Routledge Taylor & Francis Group. B

International Journal of Scientific Research in Science, Engineering and Technology

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Published

2018-04-30

Issue

Volume 4, Issue 4, March-April-2018

Section

Research Articles

License

Copyright (c) IJSRSET

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Muh.Hijrah, Budi Susetyo, Bagus Sartono, " Structural Equation Modeling Of National Standard Education of Vocational High School Using Partial Least Square Path Modeling, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 4, pp.1418-1422, March-April-2018.