Jurnal Penelitian Pendidikan IPA (JPPIPA)
Vol 12 No 9 (2026)

Digital Transformation and Environmental Quality in Indonesia: Evidence from Provincial Panel Data Using PLS-SEM

Pandhu Pramarta (Universitas Indraprasta PGRI)
Sri Mardiyati (Universitas Indraprasta PGRI)
Edward Alfin (Universitas Indraprasta PGRI)
Karya Widyawati (Universitas Indraprasta PGRI)
Verdi Yasin (STMIK Jayakarta)



Article Info

Publish Date
30 Sep 2026

Abstract

Digital transformation has become an important driver of economic and social development, yet its environmental implications remain inconclusive. This study examines the effect of digital transformation on environmental quality across 34 Indonesian provinces during 2019–2023. A provincial panel dataset comprising 170 province-year observations was constructed from secondary data obtained from Statistics Indonesia (BPS) and the Ministry of Environment and Forestry (KLHK). Digital transformation was measured using household internet access, mobile-phone ownership, and computer ownership, while environmental quality was represented by the Air Quality Index, Water Quality Index, and Land Cover Quality Index. The relationship between these multidimensional constructs was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results reveal a significant negative relationship between digital transformation and environmental quality (β = −0.367, t = 5.247, p < 0.001), with digital transformation explaining 13.5% of the variance in environmental quality (). The novelty of this study lies in developing a provincial-level multidimensional digital transformation construct and providing empirical evidence on its relationship with multidimensional environmental quality using 170 province-year observations in Indonesia. The findings indicate that greater digital connectivity and technology adoption do not automatically correspond to improved environmental conditions, highlighting the need to integrate digital expansion with cleaner energy, energy-efficient ICT infrastructure, responsible electronic-waste management, and effective environmental governance.

Copyrights © 2026






Journal Info

Abbrev

jppipa

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Education Materials Science & Nanotechnology Physics

Description

Science Educational Research Journal is international open access, published by Science Master Program of Science Education Graduate Program University of Mataram, contains scientific articles both in the form of research results and literature review that includes science, technology and teaching ...