The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach
Indonesia has an abundant labor supply, so examining the determinants of earnings that reflect labor productivity is essential. This study is keen to estimate the effect of human capital, demographic factors, and regional (Regency/City) effects on workers’ earnings in the Province of Central Java in...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Muhammadiyah University Press
2023-12-01
|
| Series: | Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan |
| Subjects: | |
| Online Access: | https://journals2.ums.ac.id/index.php/jep/article/view/9626 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849744425776840704 |
|---|---|
| author | Aisya Amalia Rachmadani Tri Mulyaningsih Basem Ertimi |
| author_facet | Aisya Amalia Rachmadani Tri Mulyaningsih Basem Ertimi |
| author_sort | Aisya Amalia Rachmadani |
| collection | DOAJ |
| description | Indonesia has an abundant labor supply, so examining the determinants of earnings that reflect labor productivity is essential. This study is keen to estimate the effect of human capital, demographic factors, and regional (Regency/City) effects on workers’ earnings in the Province of Central Java in 2022. The data is collected from the National Labor Force Survey (Sakernas). The multilevel mixedeffect regression is employed to assess the effect of individual characteristics and district-level variation on earnings. The study found that human capital, demographic factors, and regional (Regency/City) effects significantly affect earnings. Education and training are essential to improve workers’ skills, leading to higher performance. Further, regional characteristics have contributed to explaining earnings variation across workers in Central Java. |
| format | Article |
| id | doaj-art-b2991c54180d4cdfaf71a28901693f0b |
| institution | DOAJ |
| issn | 1411-6081 2460-9331 |
| language | English |
| publishDate | 2023-12-01 |
| publisher | Muhammadiyah University Press |
| record_format | Article |
| series | Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan |
| spelling | doaj-art-b2991c54180d4cdfaf71a28901693f0b2025-08-20T03:17:25ZengMuhammadiyah University PressJurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan1411-60812460-93312023-12-0122123210.23917/jep.v24i2.231239689The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression ApproachAisya Amalia Rachmadani0Tri Mulyaningsih1Basem Ertimi2Department of Development Economics Faculty of Economics and Business, Universitas Sebelas Maret, IndonesiaDepartment of Development Economics Faculty of Economics and Business, Universitas Sebelas Maret, IndonesiaDepartment of Economics, Faculty of Economics, University of Zawia, LibyaIndonesia has an abundant labor supply, so examining the determinants of earnings that reflect labor productivity is essential. This study is keen to estimate the effect of human capital, demographic factors, and regional (Regency/City) effects on workers’ earnings in the Province of Central Java in 2022. The data is collected from the National Labor Force Survey (Sakernas). The multilevel mixedeffect regression is employed to assess the effect of individual characteristics and district-level variation on earnings. The study found that human capital, demographic factors, and regional (Regency/City) effects significantly affect earnings. Education and training are essential to improve workers’ skills, leading to higher performance. Further, regional characteristics have contributed to explaining earnings variation across workers in Central Java.https://journals2.ums.ac.id/index.php/jep/article/view/9626labor earningshuman capitaldemographic factorsregional effects |
| spellingShingle | Aisya Amalia Rachmadani Tri Mulyaningsih Basem Ertimi The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan labor earnings human capital demographic factors regional effects |
| title | The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach |
| title_full | The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach |
| title_fullStr | The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach |
| title_full_unstemmed | The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach |
| title_short | The Role of Human Capital and Regional Effects on Earnings: Multilevel Mixed Effect Regression Approach |
| title_sort | role of human capital and regional effects on earnings multilevel mixed effect regression approach |
| topic | labor earnings human capital demographic factors regional effects |
| url | https://journals2.ums.ac.id/index.php/jep/article/view/9626 |
| work_keys_str_mv | AT aisyaamaliarachmadani theroleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach AT trimulyaningsih theroleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach AT basemertimi theroleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach AT aisyaamaliarachmadani roleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach AT trimulyaningsih roleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach AT basemertimi roleofhumancapitalandregionaleffectsonearningsmultilevelmixedeffectregressionapproach |