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All Journal Jurnal Sains Matematika dan Statistika JURNAL ILMIAH MATEMATIKA DAN TERAPAN BAREKENG: Jurnal Ilmu Matematika dan Terapan JOURNAL OF APPLIED INFORMATICS AND COMPUTING Inferensi DedikasiMU: Journal of Community Service Leibniz: Jurnal Matematika NEAR: Jurnal Pengabdian kepada Masyarakat Priviet Social Sciences Journal
Andi Harismahyanti A.
Tadulako University
Religion Humanities Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Other

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Regresi Data Panel dengan Feasible Generalized Least Squares untuk Menganalisis Angka Partisipasi Sekolah Remaja di Indonesia Retno Mayapada; Andi Harismahyanti; A. Muthiah Nur Angriany
Inferensi Vol 9 No 2 (2026)
Publisher : Department of Statistics ITS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j27213862.v9i2.10102

Abstract

School participation among adolescents aged 16-18 years varies across provinces in Indonesia, reflecting disparities in educational access. This study examines the associations of the Unemployment Rate (UR), Average Hourly Earnings of Employees (AHE), Mean Years of Schooling (MYS), and Percentage of Poor Population (PPP) with the School Participation Rate (SPR) with a panel dataset comprising 34 provinces observed from 2018 to 2023. Selection between the panel specifications was based on the Chow and Hausman tests, with the results favoring the Fixed Effects Model (FEM). Diagnostic examination identified heteroskedasticity, serial correlation, and cross-sectional dependence. The model was therefore re-estimated using the modified Feasible Generalized Least Squares (FGLS) estimator proposed by Bai, Choi, and Liao, which accounts for these error dependencies. Results show that AHE, MYS, and PPP were positively associated with SPR, with significant relationships at the 5% level, whereas UR was positively but not significantly associated with SPR. These findings indicate that household economic capacity, educational attainment, and poverty levels are significantly associated with differences in school participation across provinces, while provincial unemployment conditions do not show a statistically significant association. The findings provide evidence on socioeconomic factors associated with school participation among adolescents aged 16-18 years in Indonesia.
Co-Authors A. Muthiah Nur Angriany Aditya Dwiputra Alimatun Najiha Dinda Lestari Erfiani Erfiani Fathan, Morina A. Fitrianto, Anwar Gamayanti, Nurul Fiskia I. Djuru, Moh Syafwan Inda Sri Wahyu N. Naser Indahwati Jamidun Jamidun Jamidun, Jamidun Lusy Suryani Moh. Batara Morina A. Fathan Muhammad Edy Rizal Nadya Indah Shafira Ni Putu Christina Pradnya Dewi Nur'eni, Nur'eni Nureni Nureni, Nureni Nurul Fiskia Gamayanti Nur’eni Nur’eni Nur’eni, Nur’eni Ratmila, Ratmila Retno Mayapada Sitti Nurhaliza Sitti Nurhaliza Yahya, Muh. Zarkawi Yunita, Andi Isna