Jurnal Ketenagakerjaan
Vol 21 No 2 (2026)

Welfare Implications of Output-Based Pay among Vulnerable Workers in Indonesia

Martak, Yusuf Faisal (Unknown)
Annazah, Nur Siti (Unknown)



Article Info

Publish Date
31 Aug 2026

Abstract

Payment by output rather than by time has expanded in Indonesia as a source of income amid limited formal job creation. This study asks whether workers paid solely by output or service fee report different earnings from wage-employed workers, and which groups show the largest differentials. Using Sakernas August 2024, we compare workers paid purely by output with workers paid a cash wage, applying regression models with interaction terms and subsample comparisons, with standard errors clustered by regency. Output-paid workers report earnings about 28.4 per cent lower on average and 31.8 per cent lower at first job than comparable wage-employed workers. The estimate is negative and significant in all twenty-three specifications examined, including survey-weighted estimation, alternative fixed effects, trimmed samples and every subsample defined by earnings quintile, location, age, gender and education. The clearest heterogeneity is by gender: estimated separately, women face a differential of -0.4539*** against -0.2814*** for men, and gaps are larger in urban than in rural areas. The findings point to targeting wage floors and social security registration at output-paid workers in urban areas and in female-dominated occupations.

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Journal Info

Abbrev

naker

Publisher

Subject

Economics, Econometrics & Finance Law, Crime, Criminology & Criminal Justice Social Sciences

Description

Jurnal Ketenagakerjaan (J-naker/The Indonesian Journal of Manpower) adalah publikasi ilmiah yang diterbitkan oleh Pusat Pengembangan Kebijakan, Kementerian Ketenagakerjaan. J-naker bekerjasama dengan beberapa asosiasi fungsional dan profesi di bidang ketenagakerjaan dalam rangka mengembangkan ...