Jurnal Informatika Ekonomi Bisnis
Vol. 8, No. 3 (September 2026)

Analysis of the Impact of PIP Education Subsidies on School Participation in Central Java Province in 2023

Nayla Azzahra Wirataman (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)
Laksmi Yustika Devi (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)
Ahmad Faris Maula Haq (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)
Naila Nurul Minan (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)
Widya Arnas Nur Azizah (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)
Farah Dhiba Khaira (Departemen Ekonomika dan Bisnis, Sekolah Vokasi, Universitas Gadjah Mada)



Article Info

Publish Date
30 Sep 2026

Abstract

Education is an important factor in human development and long-term economic growth through improving human resource quality. However, low school enrollment, particularly among disadvantaged groups, remains a challenge requiring appropriate policy intervention. Through the Program Indonesia Pintar, the Indonesian government provides educational subsidies to increase access and school participation for students from low-income families. This study aims to analyze the impact of PIP on school participation among children aged 6–21 years in Central Java Province in 2023. The study uses secondary data from the March 2023 National Socio-Economic Survey Core Module with a sample of 22,286 individuals. The analysis applies Propensity Score Matching to address selection bias between PIP recipients and non-recipients. The analysis includes propensity score estimation using logistic regression, common support testing, covariate balance testing, and estimation of the Average Treatment Effect on the Treated. The covariates include home ownership status, floor quality, sanitation, access to adequate drinking water, household size, gender, and age. The results show that the matching process successfully balanced the characteristics of recipient and non-recipient groups. The ATET estimation produces a coefficient of 0.0375, significant at the 5 percent level, indicating that PIP recipients have a 3.75 percent higher probability of school participation than non-recipients. These findings demonstrate that PIP is effective in improving school participation and should be strengthened as a policy instrument to promote equal access to education, particularly for disadvantaged children.

Copyrights © 2026






Journal Info

Abbrev

infeb

Publisher

Subject

Economics, Econometrics & Finance

Description

Jurnal Informatika Ekonomi Bisnis adalah Jurnal Nasional, yang didedikasikan untuk publikasi hasil penelitian yang berkualitas dalam bidang Informatika Ekonomi dan Bisnis, namun tak terbatas secara implisit. Jurnal Informatika Ekonomi Bisnis menerbitkan artikel secara berkala 4 (empat) kali setahun ...