Journal of Social Humanities and Education: Scripta Humanika
Vol 2 No 1 (2026): Auguss: Jurnal Sosial Humaniora dan Pendidikan: Scripta Humanika

Digital Ecosystem Disparities and Interprovincial Educational Quality in Indonesia: Development of the Digital–Education Vulnerability Index and Spatial Analysis Based on BPS Data and the 2025 Education Report Card

Sahal Hanafi (Universitas Negeri Semarang)
Azka Syifaul Maula (UIN Sunan Kalijaga Yogyakarta)
Nur Vita Ristiana (UIN Sunan Kalijaga Yogyakarta)
Assmaa Guerra (Al-Azhar University)
Deo Renaldi Saputra (Universitas Negeri Semarang)
Elinda Novita Dewi (Universitas Negeri Semarang)



Article Info

Publish Date
26 Aug 2026

Abstract

Digital transformation has expanded educational opportunities in Indonesia, but the capacity to benefit from digital resources remains territorially unequal. This study develops a Digital–Education Vulnerability Index (DEVI) for all 38 Indonesian provinces using complete 2025 provincial series from Statistics Indonesia. The final specification integrates youth cellular-phone use, computer use, and internet use within the Digital Vulnerability Index (DVI), and the School Participation Rate for ages 16–18 and senior-secondary Net Enrolment Rate within the Educational Vulnerability Index (EVI). Beneficial indicators were reverse-normalized by min–max transformation, weighted within each dimension by the Entropy Weight Method, and combined with equal dimensional contributions. Spatial dependence was tested with a row-standardized four-nearest-neighbor matrix, while DVI–EVI association, OLS regression with HC3 standard errors, and equal-weight sensitivity analysis assessed cross-dimensional consistency and robustness. Highland Papua (DEVI=0.9441), Central Papua (0.8868), and South Papua (0.5738) recorded the highest vulnerability, whereas DI Yogyakarta (0.0004), Bali (0.0320), and Riau Islands (0.0403) recorded the lowest. DVI and EVI were positively associated (Spearman ρ=0.671, p<0.001), and DEVI displayed significant spatial clustering (Global Moran’s I=0.545, p=0.0001), with significant High–High concentrations across several Papuan provinces. The entropy-weight and equal-weight rankings were highly concordant (ρ=0.989). These results show that digital and educational vulnerability is jointly structured but not interchangeable, supporting territorially differentiated intervention rather than uniform connectivity policy.    

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Journal Info

Abbrev

scripta-humanika

Publisher

Subject

Humanities Education Social Sciences

Description

Journal of Social Humanities and Education: Scripta Humanika is a peer-reviewed academic journal that publishes research articles, conceptual papers, and critical reflections in the fields of social sciences, humanities, and education. The journal aims to serve as an academic platform for ...