Article Per Year (5 Year)
p-Index From 2021 - 2026
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This Author published in this journals
All Journal Journal of Economics, Entrepreneurship, Management Business and Accounting
Irien Kamaratih
BPS Statistic Surabaya, Indonesia
Economics, Econometrics & Finance

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Determinants of Workplace Internet Use among Indonesian Workers: Probit and Logit Analysis Using SAKERNAS 2023 Rendra Dwi Saputra; Kukuh Arisetyawan; Irien Kamaratih; Axellina Muara Setyanti; Muhammad Andika Zalfiandra; Muhammad Syahril Mustofa; Muhammad Rafi Putra Ibrahim; Aldan Ardana Ahmad
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 4 No 5 (2026): Volume 4, Issue 5, September 2026
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v4i5.1298

Abstract

Purpose – This study analyzes the determinants of workplace internet use among Indonesian workers, treated here as one measurable dimension of digital technology adoption, using SAKERNAS August 2023 (N =465,204). Design/methodology/approach – Binary probit and logit models, weighted using BPS individual sampling weights with the full linearized variance estimator (strata and PSU), and Average Marginal Effects (AME) for twelve explanatory variables. Finding/Results – Education ≥ senior high school again has the largest effect once BPS sampling weights are applied (AME = 0.222; p < 0.01), followed by urban location (AME = 0.122), Kartu Prakerja awareness (AME = 0.137), and employee/wage-worker status (AME = 0.056). Disability reduces adoption probability (AME = -0.070; OR = 0.663). Internet use is associated with 53.6 percent higher earnings (exact semi-log transformation of β = 0.429), rising to 61.7 percent for internet users who have also attained senior high school education or above; both are conditional associations rather than a causal wage return. The weighted model achieves acceptable in-sample fit (AUC = 0.82; Pseudo-R2 = 0.24). Originality/Value – To our knowledge, one of the first nationally representative micro-econometric studies of workplace internet adoption in Indonesia; identifies disability as a new determinant with double-penalty implications for digital labor market inclusion.
Co-Authors Aldan Ardana Ahmad Axellina Muara Setyanti Kukuh Arisetyawan Muhammad Andika Zalfiandra Muhammad Rafi Putra Ibrahim Muhammad Syahril Mustofa Rendra Dwi Saputra