Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi
EULER: Volume 11 Issue 1 June 2023

Metode Response Based Unit Segmentation Partial Least Square pada Model Partial Least Square Path Modeling

Utriweni Mukhaiyar (Institut Teknologi Bandung)
Karina Ayudhia Sasmito (Institut Teknologi Bandung)
Muh. Qodri Alfairus (Institut Teknologi Bandung)



Article Info

Publish Date
19 Jun 2023

Abstract

Education is an important factor that can affect the development of a country and is a basic human need. To ensure the continuous progress of education, it is necessary to pay attention to the results and achievements of education in Indonesia. In this research model, Partial Least Square Path Modeling (PLS PM) is used to explain the relationship between education outcomes and achievements and the quality dimensions of provincial education in Indonesia. However, because there is heterogeneity in the population unit, the Response Based Unit Segmentation Partial Least Square (REBUS PLS) algorithm is used to overcome the alleged heterogeneity. The results showed that there were 20 influential indicators in the structural model, with the influential paths being student activities to participation, educational facilities and infrastructure to educational outcomes and achievements, student activities to educational outcomes and achievements, and participation to educational outcomes and achievements. REBUS PLS successfully detects heterogeneity and produces two segments, with the value of R2 on the local model greater than the value of R2 on the global model and the GoF value in the GoF large category.

Copyrights © 2023






Journal Info

Abbrev

Euler

Publisher

Subject

Computer Science & IT Mathematics

Description

Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi is a national journal intended as a communication forum for mathematicians and other scientists from many practitioners who use mathematics in the research. Euler disseminates new research results in all areas of mathematics and their ...