Determinants of Underemployment and Its Implications for Household Poverty: Evidence from a Poverty-Prone Region in Indonesia
Keywords:
Underemployment, Poverty, Household, Determinant, SUSENAS
Abstract
Underemployment and poverty represent significant challenges for regional economies. This study aims to examine the determinants of underemployment and its impact on household poverty in Bengkulu Province. The research employs multinomial logistic regression and logistic regression methods. The findings indicate that poverty status, age, and employment position, such as self-employment and unpaid family work, positively influence the likelihood of underemployment. Conversely, economic status, area of residence (urban or rural), productive age, gender, marital status, and household size negatively affect the risk of underemployment. On the other hand, poverty is significantly influenced by employment status, area of residence (particularly in rural areas), non-productive age, marital status, household size, and education level. Individuals or households with lower levels of education face a higher probability of experiencing poverty. The study further reveals that individuals working fewer than or equal to 34 hours per week are 1.6% more likely to fall into poverty. These results underscore the need for policies that expand access to basic services, improve access to formal employment, enhance the quality of life for informal workers, and provide special attention to micro, small, and medium enterprises (MSMEs) as strategies to reduce both underemployment and poverty.
References
Abel, J. and Deitz, R. (2016). Underemployment in the early careers of college graduates following the great recession. NBER: Working Paper Series No. 22654. https://doi.org/10.3386/w22654
Acosta-Ballesteros, J., Osorno-del Rosal, M. del P., & Rodríguez-Rodríguez, O. M. (2021). Measuring the effect of gender segregation on the gender gap in time-related underemployment. Journal for Labour Market Research, 55(1). https://doi.org/10.1186/s12651-021-00305-0
Adekoya, A., & Sokunbi, G. (2021). Early Marriage as a Determinant of Poverty in Nigeria. Izvestiya Journal of the University of Economics - Varna, 65(1), 102–119. https://doi.org/10.36997/ijuev2021.65.1.102
Allan, Blake A., Duffy, Ryan D., Blustein, David L. (2016). Under (and Over) Employment: Measurement and Correlates of Employment Discrepancy. The Counseling Psychologist Journal. Vol. 44(6). DOI: 10.1177/0011000016654766
Allan, Blake A., Rolniak, Julia R., Bouchard, Lauren M. (2018). Underemployment and Well-Being: Exploring the Dark Side of Meaningful Work. Journal of Career Development. Vol. 47(1), pp. 111-125. DOI: https://doi.org/10.1177/0894845318819861
Armelly.,& Hadiyanto, Handoko. (2023). The Influence of the Field Enterprises, Marital Status, Education, Age and Area of Residence to the Underemployment in Bengkulu Province, Indonesia. International Journal of Social Science and Human Research. Vol. 06(11). DOI: https://doi.org/10.47191/ijsshr/v6-i11-36
Ayis, Ahmad., Sugiharti, Lilik. (2021). Youth Underemployment in Sulawesi. Gorontalo Development Review .Vol. 4(1), pp37. DOI: https://doi.org/10.32662/golder.v4i1.1411
Baker, R. S. (2015). The Changing Association Among Marriage, Work, and Child Poverty in the United States, 1974-2010. Journal of Marriage and Family, 77(5), 1166–1178. https://doi.org/10.1111/jomf.12216
Benach, J., Vives, A., Amable, M., Vanroelen, C., Tarafa, G., Muntaner, C. (2014). Precarious Employment: Understanding an Emerging Social Determinant of Health. Annual Review of Public Health. Vol. 35. DOI: 10.1146/annurev-publhealth-032013-182500
Banerjee, R., Mishra, V., & Maruta, A. A. (2021). Energy poverty, health and education outcomes: Evidence from the developing world. Energy Economics, 101(June), 105447. https://doi.org/10.1016/j.eneco.2021.105447
Beech, B. M., Ford, C., Thorpe, R. J., Bruce, M. A., & Norris, K. C. (2021). Poverty, Racism, and the Public Health Crisis in America. Frontiers in Public Health, 9(September), 1–9. https://doi.org/10.3389/fpubh.2021.699049
Caceres, L. R., & Caceres, S. A. (2015). Underemployment in Latin America. The Journal of Developing Areas, 49(3), 293–322. https://doi.org/10.1353/jda.2015.0150
Cappellen, H. Van, & De Weerdt, J. (2023). Rural underemployment and urbanization Insights from a nine-year household panel survey from Malawi. September.
Chaumba, Josphine. (2015). Social Capital and Employment Outcomes of Zimbabwean Immigrants in the United States. Journal of International Migration and Integration. Vol. 17(2), pp. 487 – 505. DOI: https://doi.org/10.1007/s12134-015-0419-z
Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and vulnerable employment: Empirical evidence from 163 countries in 1991–2019. Cities, 135(February), 104208. https://doi.org/10.1016/j.cities.2023.104208
Churchill, B., Ervin, J., Ruppanner, L., Taouk, Y., & King, T. L. (2025). Underemployment and mental health amongst working-age Australians: A gendered analysis using the HILDA survey (2002-2022). Health Promotion International, 40(2). https://doi.org/10.1093/heapro/daaf030
Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and vulnerable employment: Empirical evidence from 163 countries in 1991–2019. Cities, 135(February), 104208. https://doi.org/10.1016/j.cities.2023.104208
Churchill, B., Ervin, J., Ruppanner, L., Taouk, Y., & King, T. L. (2025). Underemployment and mental health amongst working-age Australians: A gendered analysis using the HILDA survey (2002-2022). Health Promotion International, 40(2). https://doi.org/10.1093/heapro/daaf030
Davenport, Katie E, et al. (2022). The subjective underemployment experience of post-9/11 veterans after transition to civilian work. WORK: A Journal of Prevention, Assessment & Rehabilitation. Vol. 72(4). DOI: https://doi.org/10.3233/WOR-210029
De França, V. H., Modena, C. M., & Confalonieri, U. E. C. (2020). Equality and poverty: Views from managers and professionals from public services and household heads in the Belo Horizonte Metropolitan Area, Brazil. International Journal for Equity in Health, 19(1), 1–17. https://doi.org/10.1186/s12939-020-01243-y
Disney, Lindsey R., McPherson, Jane., Jamal, Ziad S. (2021). ‘We know more than that’: The Underemployment Experiences of College-educated Iraqi Refugees Living in the US. Journal of Refugee Studies. Vol. 34(1), pp. 1168-1184. DOI: 10.1093/jrs/feaa128
Fauzi, S., Putri, D., & Satrianto, A. (2019). Analisis determinan setengah pengangguran di sumatera barat. Jurnal Ecogen, Vol.1(3), pp.567. DOI: https://doi.org/10.24036/jmpe.v1i3.5027
Galindo da Fonseca, J. (2022). Unemployment, entrepreneurship and firm outcomes. In Review of Economic Dynamics (Vol. 45). https://doi.org/10.1016/j.red.2021.07.003
Gong, J., Wang, G., Wang, Y., & Zhao, Y. (2022). Consumption and poverty of older Chinese: 2011–2020. Journal of the Economics of Ageing, 23(September), 100410. https://doi.org/10.1016/j.jeoa.2022.100410
Gong, Zhanxue., Sun, Fang., Li, Xiyuan. (2021). Perceived Overqualification, Emotional Exhaustion, and Creativity: A Moderated-Mediation Model Based on Effort: “Reward Imbalance Theory”. International Journal of Environmental Research and Public Health. Vol. 18(21). Pp.11367. DOI: https://doi.org/10.3390/ijerph182111367
Gujarati, D. N. ., & Porter, D. C. . (2010). Essentials of econometrics. McGraw-Hill/Irwin.
Gunawan, I. and Arka, S. (2021). Pengaruh umr dan pendidikan terhadap kesempatan kerja dan pertumbuhan ekonomi kabupaten/kota provinsi bali. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, Vol. 10(5). Pp. 459. DOI: https://doi.org/10.24843/eeb.2021.v10.i05.p03
Guney, Ahmet & Sicrar, Harun. (2023). Relationship Between Underemployment and Turnover Intention. Journal of Economics Business and Political Researches. Vol. 8(20), pp. 18-35. DOI: https://doi.org/10.25204/iktisad.1088991
Han, Joohun., & Chung, Chanjin. (2021). Impact of Aging and Underemployment on Income Disparity between Agricultural and Non-Agricultural Households. Sustainability Journal. Vol. 13(21), pp11737. DOI: 10.3390/su132111737.
Heitzmann, K., & Pennerstorfer, A. (2025). Large families and poverty in Austria: What explains their disproportionate risk of experiencing income poverty? International Journal of Social Welfare, 34(1), 1–12. https://doi.org/10.1111/ijsw.12667
Heyes, Jason., Tomlinson, Mark. (2020). Underemployment and Well-being in Europe. Human Relations Journal. Vol. 74(8). DOI: 10.1177/0018726720912
Heyes, J., & Tomlinson, M. (2021). Underemployment and well-being in Europe. In Human Relations (Vol. 74, Issue 8). https://doi.org/10.1177/0018726720912297
Houston, D., Lindsay, C., Stewart, R., & Byrne, G. (2025). Local labour markets, workforce planning and underemployment. Economic and Industrial Democracy, 46(2), 522–545. https://doi.org/10.1177/0143831X241261325
Hwang, H., & Nam, S. J. (2022). Multidimensional poverty among different age cohorts in South Korea. International Journal of Social Welfare, 31(4), 433–448. https://doi.org/10.1111/ijsw.12555
Inoue, K., Seeman, T. E., Nianogo, R., & Okubo, Y. (2023). The effect of poverty on the relationship between household education levels and obesity in U.S. children and adolescents: an observational study. The Lancet Regional Health - Americas, 25, 100565. https://doi.org/10.1016/j.lana.2023.100565
Jackson, Denise., & Li, Ian. (2021). Transition to work, mismatch and underemployment among graduates: an Australian longitudinal study. International Journal of Manpower. Vol. 43(7), pp 1516-1539. DOI: https://doi.org/10.1108/ijm-03-2021-0195
Jensen, Leif & Slack, Tim. (2003). Underemployment in America: Measurement and Evidence. American Journal of Community Psychology. Vol 32(1-2), pp. 21-31. DOI: 10.1023/A:1025686621578
Kamerade, Daiga., & Richardson, Helen. (2017). Gender Segregation, Underemployment and Subjective Well-Being in the UK Labour Market. Human Relations. Vol. 71(2). DOI: 10.1177/001872671771382
Kamerāde, D., & Richardson, H. (2018). Gender segregation, underemployment and subjective well-being in the UK labour market. Human Relations, 71(2), 285–309. https://doi.org/10.1177/0018726717713829
Kaur, Manjeet., Goyal, Pratibha., Goyal, Meenakshi. (2020). Individual, interpersonal and economic challenges of underemployment in the wake of COVID-19. WORK: A Journal of Prevention, Assessment & Rehabilitation. Vol. 67(1), pp. 21-28. DOI: https://doi.org/10.3233/wor-203249
Kent, E., Davidoff, A., Moor, J., McNeel, T., Virgo, K., Coughlan, D., & Yabroff, K. (2018). Impact of sociodemographic characteristics on underemployment in a longitudinal, nationally representative study of cancer survivors: evidence for the importance of gender and marital status. Journal of Psychosocial Oncology, Vol. 36(3), pp
Poverty Incidents in Indonesia. Ekuilibrium : Jurnal Ilmiah Bidang Ilmu Ekonomi, 18(2), 227–236. https://doi.org/10.24269/ekuilibrium.v18i2.2023.pp227-236
Kim, J., & Golden, L. (2022). Inadequacy inequality: the distribution and consequences of part-time underemployment in the US. Community, Work and Family, 25(1), 84–111. https://doi.org/10.1080/13668803.2021.1985433
Kler, Parvinder., & Potia, Azhar H. (2021). Nappies, books and wrinkles: How children, qualifications and age affect female underemployment in Australia. Economic and Industrial Democracy. Vol. 44(1), pp. 138- 160. DOI: https://doi.org/10.1177/0143831x211064335
Kwan, C., & Walsh, C. A. (2018). Old age poverty: A scoping review of the literature. Cogent Social Sciences, 4(1), 1–21. https://doi.org/10.1080/23311886.2018.1478479
Lai, Yingtong., & Fong, Eric. (2022). Support or burden? Mental health and transnational family contact among female migrant domestic workers in Hong Kong. Population Space and Place Journal. Vol. 29(2). DOI: https://doi.org/10.1002/psp.2617
Leandro-Reguillo, P., & Stuart, A. L. (2021). Healthy Urban Environmental Features for Poverty Resilience: The Case of Detroit, USA. International Journal of Environmental Research and Public Health, 18(13). https://doi.org/10.3390/ijerph18136982
Li, J., Duncan, A., & Miranti, R. (2015). Underemployment among mature‐age workers in australia. Economic Record, Vol. 91(295), pp. 438-462. DOI: https://doi.org/10.1111/1475-4932.12219
Li, Nan., Dan, Wu. (2022). Education Level, Underemployment, and Health. Frontiers in Psychology. Vol. 13. DOI: https://doi.org/10.3389/fpsyg.2022.708454
Li, N., Liang, H., Gao, Y., & Dan, W. (2022). Short- and long-term effects of underemployment on workers’ health: empirical analysis from the china labor force dynamics survey. International Journal of Environmental Research and Public Health, Vol. 19(24), pp. 16695. DOI: https://doi.org/10.3390/ijerph192416695
Li, Z., & Zhang, L. (2020). Poverty and health-related quality of life: A cross-sectional study in rural China. Health and Quality of Life Outcomes, 18(1), 1–10. https://doi.org/10.1186/s12955-020-01409-w
Liddle, B. (2017). Urbanization and Inequality/Poverty. Urban Science, 1(4), 35. https://doi.org/10.3390/urbansci1040035
Lim, Nelson & Schulker, David. (2010). Measuring Underemployment Among Military Spouses. RAND : National Defense Research Institute.
Linthon-Delgado, D. (2024). Microeconomic determinants of underemployment and unemployment in ecuador 2019–2022. International Journal of Economics and Financial Issues, Vol.14(6), pp.153-163. DOI: https://doi.org/10.32479/ijefi.17162
Lu, P., Shelley, M., & Liu, Y. L. (2021). Reexamining the poverty cycle in middle and late adulthood: Evidence from the Health and Retirement Study 2002–2014. International Journal of Social Welfare, 30(2), 140–151. https://doi.org/10.1111/ijsw.12454
Lu, Y. C., Walker, R., Richard, P., & Younis, M. (2020). Inequalities in poverty and income between single mothers and fathers. International Journal of Environmental Research and Public Health, 17(1). https://doi.org/10.3390/ijerph17010135
Mahmud, Melizubaida & Tohopi, Rustam. (2023). Government Policy in Reducing Unemployment in Bone Bolango Regency, Gorontalo Province. International Journal of Social Science and Human Research. Vol. 6(7). DOI: 10.47191/ijsshr/v6-i7-35
McDonnall, M. (2024). Underemployment among college graduates with blindness and low vision. Journal of Visual Impairment & Blindness, Vol.118(3), pp.151-163. DOI: https://doi.org/10.1177/0145482x241256377
More, Sharon & Rosenbloom, Tova. (2020). Job-Field Underemployment and Career Satisfaction: A Relationship of Cause and Effect. Internasional Journal of Business and Management. Vol. 15(10). DOI: https://doi.org/10.5539/ijbm.v15n10p82
Morris, M. H. (2020). The Liability of Poorness: Why the Playing Field is Not Level for Poverty Entrepreneurs. Poverty and Public Policy, 12(3), 308–319. https://doi.org/10.1002/pop4.283
Munoz Boudet, A. M., Buitrago, P., De La Briere, B. L., Newhouse, D., Rubiano Matulevich, E., Scott, K., & Suarez-Becerra, P. (2018). Gender Differences in Poverty and Household Composition through the Life-cycle: A Global Perspective. Gender Differences in Poverty and Household Composition through the Life-Cycle: A Global Perspective, March 2018. https://doi.org/10.1596/1813-9450-8360
Mousteri, V., Daly, M., & Delaney, L. (2020). Underemployment and psychological distress: propensity score and fixed effects estimates from two large uk samples. Social Science & Medicine, Vol.244, pp.112641. DOI: https://doi.org/10.1016/j.socscimed.2019.112641
Nahuche, F. (2023). Monetary and nonmonetary causes of urban poverty in sokoto metropolis: a descriptive assessments. International Journal of Research and Innovation in Social Science, Vol. VII(XI), pp.1920-1927. DOI: 10.47772/ijriss.2023.7011152
Nasution, A., Rustiadi, E., Juanda, B., & Hadi, S. (2014). Dampak partisipasi dalam kegiatan kemasyarakatan terhadap pendapatan rumah tangga perdesaan di indonesia. Sosiohumaniora, Vol. 16(3), pp. 222. DOI: https://doi.org/10.24198/sosiohumaniora.v16i3.5760
Ngepah, N., Makgalemele, T., & Saba, C. S. (2023). The relationship between education and vulnerability to poverty in South Africa. Economic Change and Restructuring, 56(1), 633–656. https://doi.org/10.1007/s10644-022-09439-8
Ngwenya, M., Blaauw, P. F., Pretorius, A., Claassen, C., & Schenck, R. (2020). Skills-related underemployment amongst South Africa’s informally employed and self-employed: A case study of potchefstroom. SA Journal of Human Resource Management, 18, 1–12. https://doi.org/10.4102/sajhrm.v18i0.1308
Nilan, Pam., Parker Lynette., Bennett, Linda., Robinson, Kathryn. (2011). Indonesian youth looking towards the future. Journal of Youth Studies, Vol. 14 (6), pp.709-728. DOI: 10.1080/13676261.2011.580523
Ningsih, S. (2018). Analisis Potensi Penyebab Rumah Tangga Miskin Jawa Tengah. Jurnal Aplikasi Statistika & Komputasi Statistik, 10(2), 25. https://doi.org/10.34123/jurnalasks.v10i2.127
Nopiah, Ririn., & Pangaribowo, EH. (2023). Determinants of Labor Participation and Wages toward People with Disabilities in Indonesia. Indonesian Journal of Disability Studies, Vol.10(2), pp. 287-303. DOI: 10.21776/ub.ijds.2023.10.02.12
Oktavianto, F. and Pahlevi, T. (2021). Pengaruh pendidikan kewirausahaan, kepribadian dan lingkungan keluarga terhadap minat berwirausaha siswa smkn 1 magetan. Journal of Office Administration Education and Practice, Vol. 1(2), pp.210-223. DOI: https://doi.org/10.26740/joaep.v1n2.p210-223
Özdemir, Caner., & Başak, Zeynep. (2023). Underutilisation of Labour: Underemployment and Skills-Mismatch in Turkey. World Journal of Applied Economics. Vol. 9(2), pp. 125-148. DOI: 10.22440/wjae.9.2.2
Parvaei, S., Mazinani, A. A. T., & Zanjari, N. (2023). Poverty and Social Policy of Aging: Investigating the Determinants of Income Poverty Among Older Adults in the Organization for Economic Co-operation and Development Countries. Iranian Rehabilitation Journal, 21(2), 355–364. https://doi.org/10.32598/irj.21.2.1864.1
Petreski, B., Dávalos, J., & Tumanoska, D. (2021). Youth Underemployment in the Western Balkans: A Multidimensional Approach. Eastern European Economics, 59(1), 25–50. https://doi.org/10.1080/00128775.2020.1835491
Prasetya, K. A., & Pasaribu, E. (2020). Analisis Spasial Produktivitas Setengah Penganggur di Indonesia Tahun 2017: Perbandingan dengan Sektor Primer. Jurnal Ekonomi Dan Kebijakan Publik, 10(2), 125–139. https://doi.org/10.22212/jekp.v10i2.1353
Pratomo, Devanto Shasta. (2015). The Analysis of Underemployment in Indonesia: Determinants and its Implication. Procedia - Social and Behavioral Sciences, vol. 211, pp. 528-532. DOI: https://doi.org/10.1016/j.sbspro.2015.11.070
Prattley, J., Buffel, T., Marshall, A., & Nazroo, J. (2020). Area effects on the level and development of social exclusion in later life. Social Science and Medicine, 246, 112722. https://doi.org/10.1016/j.socscimed.2019.112722
Purwaningsih, V. and Nida, R. (2019). The effect of formal sector workers and women head of households on welfare in east java. East Java Economic Journal, Vol.3(1), pp.87-107. DOI: https://doi.org/10.53572/ejavec.v3i1.28
Puspitasari, F. and Triscowati, D. (2022). Determinan rumah tangga pertanian miskin di provinsi kalimantan utara. Jurnal Ekonomika, Vol. 13(01). DOI: https://doi.org/10.35334/jek.v13i0.2412
Rahayu, H. C., Sarungu, J. J., Hakim, L., Soesilo, A. M., Lestari, E. P., Astuti, D., & Retnaningsih, T. K. (2020). Dynamic Panel Data Analysis of Poverty in Indonesia. 143(Isbest 2019), 137–141. https://doi.org/10.2991/aebmr.k.200522.028
Ramadhanty, S. and Usman, H. (2021). Kaitan karakteristik kepala rumah tangga dengan kemiskinan anak di nusa tenggara barat pada tahun 2019. Seminar Nasional Official Statistics, Vol. 2021(1), pp.254-263. DOI: 10.34123/semnasoffstat.v2021i1.854
Rela, Zainuddin I, et al. (2022). COVID-19 Risk Management and Stakeholder Action Strategies: Conceptual Frameworks for Community Resilience in the Context of Indonesia. International Journal of Environmental Research and Public Health, Vol. 19(15), pp. 8908. DOI: https://doi.org/10.3390/ijerph19158908
Renaldo, Nicholas. (2023). Underemployment Rate by Gender in 2015-2018. Interconnection: An Economic Perspective Horizon. Vol. 1(2), pp. 100-104. DOI: https://doi.org/10.61230/interconnection.v1i2.38
Ridwan, Muhammad. (2023). Economic contraction and inequality of two provinces with coastal characteristics in Sumatra: what are the causes?. Amca Journal of Community Development. Vol 3(1), pp. 1-7.DOI: https://doi.org/10.51773/ajcd.v3i1.231
Ridwan, Mochamad. (2022). Fishermen’s poverty reduction based on integrated marketing system. Amca Journal of Community Development. Vol. 2(1), pp. 22-30. DOI: https://doi.org/10.51773/ajcd.v2i1.123
Rosca, Vlad I., & Teposu, Oana-Lorena. (2018). The Influence of Education on Subjective Underemployment: Research on Multinational Corporations in Romania. Review of International Comparative Management Journal. Vol. 19(4), pp.328 – 340. DOI: https://doi.org/10.24818/rmci.2018.4.328
Saigaran, N. G., Karupiah, P., & Gopal, P. S. (2015). The Capability Approach: Comparing Amartya Sen and Martha Nussbaum. Usm International Conference on Social Sciences (Usm-Icoss) 2015, August, 190–197.
Salin, Milla. Natti, Jouko. (2019). Who Wants to Work More? Multilevel Study on Underemployment of Working mother in 22 European Countries. Journals of Social Sciences. Vol. 8(10). Pp. 283. DOI: 10.3390/socsci8100283
Santoso, Rokhedi P., Sriyana, Jaka. (2020). The Effect of Idiosyncratic Shocks on Labor Market Outcomes of Informal Households in Indonesia. Jurnal Ekonomi Malaysia. Vol. 54(2), pp. 13-27. DOI: 10.17576/JEM-2020-5402-2
Scurry, T. & Blenkinsopp, J. (2011), "Under‐employment among recent graduates: a review of the literature", Personnel Review Journal. Vol. 40(5), pp. 643-659. DOI:10.1108/00483481111154487
Sekala, Agnieszka., et al. (2023). The Impact of the Coronavirus (COVID-19) Pandemic on Master Graduates’ Employability. Sustainability Journal. Vol. 15(5), pp. 4231. DOI: https://doi.org/10.3390/su15054231
Sekkat, K. (2017). Urban Concentration and Poverty in Developing Countries. Growth and Change, 48(3), 453-458. https://doi.org/10.1111/grow/12166
Singh, P., & Pattanaik, F. (2019). Economic status of women in India: paradox of paid–unpaid work and poverty. International Journal of Social Economics, 46(3), 410–428. https://doi.org/10.1108/IJSE-05-2018-0277
Soleh, Ahmad., Sukiyono, Ketut/. Nurazi, Ridwan. (2019). Inclusive Growth in Bengkulu Province: Multidimensional Approach. Proceedings of the First International Conference on Progressive Civil Society (ICONPROCS 2019). DOI: 10.2991/iconprocs-19.2019.18
Soseco, T., Hidayah, I., & Rini, A. D. (2022). Gender Determinant on Multidimensional Poverty Index: Evidence from Indonesia. Jurnal Ilmu Sosial Dan Ilmu Politik, 26(2), 137–151. https://doi.org/10.22146/jsp.69320
Stock, J. H., & Watson, M. W. (2020). FOURTH EDITION Introduction to. www.pearson.com/mylab/economics
Sugiyanti, Is., Juanda,Bambang., Irawan, Tony. (2020). Analysis of Human Capital on Economic Growth and Labor Demand in Indonesia. International Journal of Scientific Research in Science Engineering and Technology. Vol. 7(1), pp. 124-130. DOI: https://doi.org/10.32628/ijsrset207120
Sutikno, Hanapi, M. S., & Idealis, A. R. (2024). Do village funds have an influence on poverty alleviation in the village? E3S Web of Conferences, 499, 1–8. https://doi.org/10.1051/e3sconf/202449901008
Tavares, F. F., & Betti, G. (2024). Gender Differences in Multidimensional Poverty in Brazil: A Fuzzy Approach. In Social Indicators Research (Vol. 175, Issue 2). Springer Netherlands. https://doi.org/10.1007/s11205-024-03312-z
Tjitrajaya, Yohanes Andika. (2024). Deciphering the Factors Influencing Labour Underutilization Between Women and Men in West Java, Indonesia. Sriwijaya International Journal of Dynamic Economics and Business. Vol.8(2), pp. 227-252 DOI: https://doi.org/10.29259/sijdeb.v8i2.227-252
Valiente-Palma, L. y Pérez González, M.D.C. (2023). Underemployment due to overeducation: An analysis of worker cooperatives versus conventional firms. Economic and Industrial Democracy, 44 (3), 910-932. https://doi.org/10.1177/0143831X221099662
Wahyuni, R. and Monika, A. (2017). Pengaruh pendidikan terhadap ketimpangan pendapatan tenaga kerja di indonesia. Jurnal Kependudukan Indonesia, Vol. 11(1), 15. DOI: 10.14203/jki.v11i1.63
Wanka, F. A., & Rena, R. (2019). The impact of educational attainment on household poverty in South Africa: A case study of Limpopo province1. African Journal of Science, Technology, Innovation and Development, 11(5), 597–609. https://doi.org/10.1080/20421338.2018.1557368
Warner, Shawna, et al. (2016). Justice meets justification: Women’s need for holistic ministry in world mission. Missiology an International Review. Vol. 45(1), pp. 67-87. DOI: https://doi.org/10.1177/0091829616676288
Westover, Jonathan. (2024). More than Half Underemployed: Developing Talent for Meaningful Work. Human Capital Leadership Review, Vol. 13(1). DOI: https://doi.org/10.70175/hclreview.2020.13.1.3
Widiastuti et al. (2022). Integrating sustainable Islamic social finance: An Analytical Network Process using the Benefit Opportunity Cost Risk (ANP BOCR) framework: The case of Indonesia. Plos One Journal. Vol. 17(5), DOI: https://doi.org/10.1371/journal.pone.0269039
Wooldridge, J. M., Brazil, A, Mexico,& Singapore. (2016). Introductory econometrics. www.cengage.com/highered
Yigar, Bosena. (2021). The livelihood of urban poor households: A sustainable livelihood approach in urbanizing Ethiopia. The case of Gondar City, Amhara National State. Poverty & Public Policy. Vol. 13(2), pp. 155-183. DOI: https://doi.org/10.1002/pop4.306
Zulfikar, Achmad. (2019). The Dynamics of Bugis Diaspora in the Development of Work Migration to Sabah Malaysia. INA-Rxiv Papers. DOI: 10.31227/osf.io/bnwtv
Acosta-Ballesteros, J., Osorno-del Rosal, M. del P., & Rodríguez-Rodríguez, O. M. (2021). Measuring the effect of gender segregation on the gender gap in time-related underemployment. Journal for Labour Market Research, 55(1). https://doi.org/10.1186/s12651-021-00305-0
Adekoya, A., & Sokunbi, G. (2021). Early Marriage as a Determinant of Poverty in Nigeria. Izvestiya Journal of the University of Economics - Varna, 65(1), 102–119. https://doi.org/10.36997/ijuev2021.65.1.102
Allan, Blake A., Duffy, Ryan D., Blustein, David L. (2016). Under (and Over) Employment: Measurement and Correlates of Employment Discrepancy. The Counseling Psychologist Journal. Vol. 44(6). DOI: 10.1177/0011000016654766
Allan, Blake A., Rolniak, Julia R., Bouchard, Lauren M. (2018). Underemployment and Well-Being: Exploring the Dark Side of Meaningful Work. Journal of Career Development. Vol. 47(1), pp. 111-125. DOI: https://doi.org/10.1177/0894845318819861
Armelly.,& Hadiyanto, Handoko. (2023). The Influence of the Field Enterprises, Marital Status, Education, Age and Area of Residence to the Underemployment in Bengkulu Province, Indonesia. International Journal of Social Science and Human Research. Vol. 06(11). DOI: https://doi.org/10.47191/ijsshr/v6-i11-36
Ayis, Ahmad., Sugiharti, Lilik. (2021). Youth Underemployment in Sulawesi. Gorontalo Development Review .Vol. 4(1), pp37. DOI: https://doi.org/10.32662/golder.v4i1.1411
Baker, R. S. (2015). The Changing Association Among Marriage, Work, and Child Poverty in the United States, 1974-2010. Journal of Marriage and Family, 77(5), 1166–1178. https://doi.org/10.1111/jomf.12216
Benach, J., Vives, A., Amable, M., Vanroelen, C., Tarafa, G., Muntaner, C. (2014). Precarious Employment: Understanding an Emerging Social Determinant of Health. Annual Review of Public Health. Vol. 35. DOI: 10.1146/annurev-publhealth-032013-182500
Banerjee, R., Mishra, V., & Maruta, A. A. (2021). Energy poverty, health and education outcomes: Evidence from the developing world. Energy Economics, 101(June), 105447. https://doi.org/10.1016/j.eneco.2021.105447
Beech, B. M., Ford, C., Thorpe, R. J., Bruce, M. A., & Norris, K. C. (2021). Poverty, Racism, and the Public Health Crisis in America. Frontiers in Public Health, 9(September), 1–9. https://doi.org/10.3389/fpubh.2021.699049
Caceres, L. R., & Caceres, S. A. (2015). Underemployment in Latin America. The Journal of Developing Areas, 49(3), 293–322. https://doi.org/10.1353/jda.2015.0150
Cappellen, H. Van, & De Weerdt, J. (2023). Rural underemployment and urbanization Insights from a nine-year household panel survey from Malawi. September.
Chaumba, Josphine. (2015). Social Capital and Employment Outcomes of Zimbabwean Immigrants in the United States. Journal of International Migration and Integration. Vol. 17(2), pp. 487 – 505. DOI: https://doi.org/10.1007/s12134-015-0419-z
Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and vulnerable employment: Empirical evidence from 163 countries in 1991–2019. Cities, 135(February), 104208. https://doi.org/10.1016/j.cities.2023.104208
Churchill, B., Ervin, J., Ruppanner, L., Taouk, Y., & King, T. L. (2025). Underemployment and mental health amongst working-age Australians: A gendered analysis using the HILDA survey (2002-2022). Health Promotion International, 40(2). https://doi.org/10.1093/heapro/daaf030
Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and vulnerable employment: Empirical evidence from 163 countries in 1991–2019. Cities, 135(February), 104208. https://doi.org/10.1016/j.cities.2023.104208
Churchill, B., Ervin, J., Ruppanner, L., Taouk, Y., & King, T. L. (2025). Underemployment and mental health amongst working-age Australians: A gendered analysis using the HILDA survey (2002-2022). Health Promotion International, 40(2). https://doi.org/10.1093/heapro/daaf030
Davenport, Katie E, et al. (2022). The subjective underemployment experience of post-9/11 veterans after transition to civilian work. WORK: A Journal of Prevention, Assessment & Rehabilitation. Vol. 72(4). DOI: https://doi.org/10.3233/WOR-210029
De França, V. H., Modena, C. M., & Confalonieri, U. E. C. (2020). Equality and poverty: Views from managers and professionals from public services and household heads in the Belo Horizonte Metropolitan Area, Brazil. International Journal for Equity in Health, 19(1), 1–17. https://doi.org/10.1186/s12939-020-01243-y
Disney, Lindsey R., McPherson, Jane., Jamal, Ziad S. (2021). ‘We know more than that’: The Underemployment Experiences of College-educated Iraqi Refugees Living in the US. Journal of Refugee Studies. Vol. 34(1), pp. 1168-1184. DOI: 10.1093/jrs/feaa128
Fauzi, S., Putri, D., & Satrianto, A. (2019). Analisis determinan setengah pengangguran di sumatera barat. Jurnal Ecogen, Vol.1(3), pp.567. DOI: https://doi.org/10.24036/jmpe.v1i3.5027
Galindo da Fonseca, J. (2022). Unemployment, entrepreneurship and firm outcomes. In Review of Economic Dynamics (Vol. 45). https://doi.org/10.1016/j.red.2021.07.003
Gong, J., Wang, G., Wang, Y., & Zhao, Y. (2022). Consumption and poverty of older Chinese: 2011–2020. Journal of the Economics of Ageing, 23(September), 100410. https://doi.org/10.1016/j.jeoa.2022.100410
Gong, Zhanxue., Sun, Fang., Li, Xiyuan. (2021). Perceived Overqualification, Emotional Exhaustion, and Creativity: A Moderated-Mediation Model Based on Effort: “Reward Imbalance Theory”. International Journal of Environmental Research and Public Health. Vol. 18(21). Pp.11367. DOI: https://doi.org/10.3390/ijerph182111367
Gujarati, D. N. ., & Porter, D. C. . (2010). Essentials of econometrics. McGraw-Hill/Irwin.
Gunawan, I. and Arka, S. (2021). Pengaruh umr dan pendidikan terhadap kesempatan kerja dan pertumbuhan ekonomi kabupaten/kota provinsi bali. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, Vol. 10(5). Pp. 459. DOI: https://doi.org/10.24843/eeb.2021.v10.i05.p03
Guney, Ahmet & Sicrar, Harun. (2023). Relationship Between Underemployment and Turnover Intention. Journal of Economics Business and Political Researches. Vol. 8(20), pp. 18-35. DOI: https://doi.org/10.25204/iktisad.1088991
Han, Joohun., & Chung, Chanjin. (2021). Impact of Aging and Underemployment on Income Disparity between Agricultural and Non-Agricultural Households. Sustainability Journal. Vol. 13(21), pp11737. DOI: 10.3390/su132111737.
Heitzmann, K., & Pennerstorfer, A. (2025). Large families and poverty in Austria: What explains their disproportionate risk of experiencing income poverty? International Journal of Social Welfare, 34(1), 1–12. https://doi.org/10.1111/ijsw.12667
Heyes, Jason., Tomlinson, Mark. (2020). Underemployment and Well-being in Europe. Human Relations Journal. Vol. 74(8). DOI: 10.1177/0018726720912
Heyes, J., & Tomlinson, M. (2021). Underemployment and well-being in Europe. In Human Relations (Vol. 74, Issue 8). https://doi.org/10.1177/0018726720912297
Houston, D., Lindsay, C., Stewart, R., & Byrne, G. (2025). Local labour markets, workforce planning and underemployment. Economic and Industrial Democracy, 46(2), 522–545. https://doi.org/10.1177/0143831X241261325
Hwang, H., & Nam, S. J. (2022). Multidimensional poverty among different age cohorts in South Korea. International Journal of Social Welfare, 31(4), 433–448. https://doi.org/10.1111/ijsw.12555
Inoue, K., Seeman, T. E., Nianogo, R., & Okubo, Y. (2023). The effect of poverty on the relationship between household education levels and obesity in U.S. children and adolescents: an observational study. The Lancet Regional Health - Americas, 25, 100565. https://doi.org/10.1016/j.lana.2023.100565
Jackson, Denise., & Li, Ian. (2021). Transition to work, mismatch and underemployment among graduates: an Australian longitudinal study. International Journal of Manpower. Vol. 43(7), pp 1516-1539. DOI: https://doi.org/10.1108/ijm-03-2021-0195
Jensen, Leif & Slack, Tim. (2003). Underemployment in America: Measurement and Evidence. American Journal of Community Psychology. Vol 32(1-2), pp. 21-31. DOI: 10.1023/A:1025686621578
Kamerade, Daiga., & Richardson, Helen. (2017). Gender Segregation, Underemployment and Subjective Well-Being in the UK Labour Market. Human Relations. Vol. 71(2). DOI: 10.1177/001872671771382
Kamerāde, D., & Richardson, H. (2018). Gender segregation, underemployment and subjective well-being in the UK labour market. Human Relations, 71(2), 285–309. https://doi.org/10.1177/0018726717713829
Kaur, Manjeet., Goyal, Pratibha., Goyal, Meenakshi. (2020). Individual, interpersonal and economic challenges of underemployment in the wake of COVID-19. WORK: A Journal of Prevention, Assessment & Rehabilitation. Vol. 67(1), pp. 21-28. DOI: https://doi.org/10.3233/wor-203249
Kent, E., Davidoff, A., Moor, J., McNeel, T., Virgo, K., Coughlan, D., & Yabroff, K. (2018). Impact of sociodemographic characteristics on underemployment in a longitudinal, nationally representative study of cancer survivors: evidence for the importance of gender and marital status. Journal of Psychosocial Oncology, Vol. 36(3), pp
Poverty Incidents in Indonesia. Ekuilibrium : Jurnal Ilmiah Bidang Ilmu Ekonomi, 18(2), 227–236. https://doi.org/10.24269/ekuilibrium.v18i2.2023.pp227-236
Kim, J., & Golden, L. (2022). Inadequacy inequality: the distribution and consequences of part-time underemployment in the US. Community, Work and Family, 25(1), 84–111. https://doi.org/10.1080/13668803.2021.1985433
Kler, Parvinder., & Potia, Azhar H. (2021). Nappies, books and wrinkles: How children, qualifications and age affect female underemployment in Australia. Economic and Industrial Democracy. Vol. 44(1), pp. 138- 160. DOI: https://doi.org/10.1177/0143831x211064335
Kwan, C., & Walsh, C. A. (2018). Old age poverty: A scoping review of the literature. Cogent Social Sciences, 4(1), 1–21. https://doi.org/10.1080/23311886.2018.1478479
Lai, Yingtong., & Fong, Eric. (2022). Support or burden? Mental health and transnational family contact among female migrant domestic workers in Hong Kong. Population Space and Place Journal. Vol. 29(2). DOI: https://doi.org/10.1002/psp.2617
Leandro-Reguillo, P., & Stuart, A. L. (2021). Healthy Urban Environmental Features for Poverty Resilience: The Case of Detroit, USA. International Journal of Environmental Research and Public Health, 18(13). https://doi.org/10.3390/ijerph18136982
Li, J., Duncan, A., & Miranti, R. (2015). Underemployment among mature‐age workers in australia. Economic Record, Vol. 91(295), pp. 438-462. DOI: https://doi.org/10.1111/1475-4932.12219
Li, Nan., Dan, Wu. (2022). Education Level, Underemployment, and Health. Frontiers in Psychology. Vol. 13. DOI: https://doi.org/10.3389/fpsyg.2022.708454
Li, N., Liang, H., Gao, Y., & Dan, W. (2022). Short- and long-term effects of underemployment on workers’ health: empirical analysis from the china labor force dynamics survey. International Journal of Environmental Research and Public Health, Vol. 19(24), pp. 16695. DOI: https://doi.org/10.3390/ijerph192416695
Li, Z., & Zhang, L. (2020). Poverty and health-related quality of life: A cross-sectional study in rural China. Health and Quality of Life Outcomes, 18(1), 1–10. https://doi.org/10.1186/s12955-020-01409-w
Liddle, B. (2017). Urbanization and Inequality/Poverty. Urban Science, 1(4), 35. https://doi.org/10.3390/urbansci1040035
Lim, Nelson & Schulker, David. (2010). Measuring Underemployment Among Military Spouses. RAND : National Defense Research Institute.
Linthon-Delgado, D. (2024). Microeconomic determinants of underemployment and unemployment in ecuador 2019–2022. International Journal of Economics and Financial Issues, Vol.14(6), pp.153-163. DOI: https://doi.org/10.32479/ijefi.17162
Lu, P., Shelley, M., & Liu, Y. L. (2021). Reexamining the poverty cycle in middle and late adulthood: Evidence from the Health and Retirement Study 2002–2014. International Journal of Social Welfare, 30(2), 140–151. https://doi.org/10.1111/ijsw.12454
Lu, Y. C., Walker, R., Richard, P., & Younis, M. (2020). Inequalities in poverty and income between single mothers and fathers. International Journal of Environmental Research and Public Health, 17(1). https://doi.org/10.3390/ijerph17010135
Mahmud, Melizubaida & Tohopi, Rustam. (2023). Government Policy in Reducing Unemployment in Bone Bolango Regency, Gorontalo Province. International Journal of Social Science and Human Research. Vol. 6(7). DOI: 10.47191/ijsshr/v6-i7-35
McDonnall, M. (2024). Underemployment among college graduates with blindness and low vision. Journal of Visual Impairment & Blindness, Vol.118(3), pp.151-163. DOI: https://doi.org/10.1177/0145482x241256377
More, Sharon & Rosenbloom, Tova. (2020). Job-Field Underemployment and Career Satisfaction: A Relationship of Cause and Effect. Internasional Journal of Business and Management. Vol. 15(10). DOI: https://doi.org/10.5539/ijbm.v15n10p82
Morris, M. H. (2020). The Liability of Poorness: Why the Playing Field is Not Level for Poverty Entrepreneurs. Poverty and Public Policy, 12(3), 308–319. https://doi.org/10.1002/pop4.283
Munoz Boudet, A. M., Buitrago, P., De La Briere, B. L., Newhouse, D., Rubiano Matulevich, E., Scott, K., & Suarez-Becerra, P. (2018). Gender Differences in Poverty and Household Composition through the Life-cycle: A Global Perspective. Gender Differences in Poverty and Household Composition through the Life-Cycle: A Global Perspective, March 2018. https://doi.org/10.1596/1813-9450-8360
Mousteri, V., Daly, M., & Delaney, L. (2020). Underemployment and psychological distress: propensity score and fixed effects estimates from two large uk samples. Social Science & Medicine, Vol.244, pp.112641. DOI: https://doi.org/10.1016/j.socscimed.2019.112641
Nahuche, F. (2023). Monetary and nonmonetary causes of urban poverty in sokoto metropolis: a descriptive assessments. International Journal of Research and Innovation in Social Science, Vol. VII(XI), pp.1920-1927. DOI: 10.47772/ijriss.2023.7011152
Nasution, A., Rustiadi, E., Juanda, B., & Hadi, S. (2014). Dampak partisipasi dalam kegiatan kemasyarakatan terhadap pendapatan rumah tangga perdesaan di indonesia. Sosiohumaniora, Vol. 16(3), pp. 222. DOI: https://doi.org/10.24198/sosiohumaniora.v16i3.5760
Ngepah, N., Makgalemele, T., & Saba, C. S. (2023). The relationship between education and vulnerability to poverty in South Africa. Economic Change and Restructuring, 56(1), 633–656. https://doi.org/10.1007/s10644-022-09439-8
Ngwenya, M., Blaauw, P. F., Pretorius, A., Claassen, C., & Schenck, R. (2020). Skills-related underemployment amongst South Africa’s informally employed and self-employed: A case study of potchefstroom. SA Journal of Human Resource Management, 18, 1–12. https://doi.org/10.4102/sajhrm.v18i0.1308
Nilan, Pam., Parker Lynette., Bennett, Linda., Robinson, Kathryn. (2011). Indonesian youth looking towards the future. Journal of Youth Studies, Vol. 14 (6), pp.709-728. DOI: 10.1080/13676261.2011.580523
Ningsih, S. (2018). Analisis Potensi Penyebab Rumah Tangga Miskin Jawa Tengah. Jurnal Aplikasi Statistika & Komputasi Statistik, 10(2), 25. https://doi.org/10.34123/jurnalasks.v10i2.127
Nopiah, Ririn., & Pangaribowo, EH. (2023). Determinants of Labor Participation and Wages toward People with Disabilities in Indonesia. Indonesian Journal of Disability Studies, Vol.10(2), pp. 287-303. DOI: 10.21776/ub.ijds.2023.10.02.12
Oktavianto, F. and Pahlevi, T. (2021). Pengaruh pendidikan kewirausahaan, kepribadian dan lingkungan keluarga terhadap minat berwirausaha siswa smkn 1 magetan. Journal of Office Administration Education and Practice, Vol. 1(2), pp.210-223. DOI: https://doi.org/10.26740/joaep.v1n2.p210-223
Özdemir, Caner., & Başak, Zeynep. (2023). Underutilisation of Labour: Underemployment and Skills-Mismatch in Turkey. World Journal of Applied Economics. Vol. 9(2), pp. 125-148. DOI: 10.22440/wjae.9.2.2
Parvaei, S., Mazinani, A. A. T., & Zanjari, N. (2023). Poverty and Social Policy of Aging: Investigating the Determinants of Income Poverty Among Older Adults in the Organization for Economic Co-operation and Development Countries. Iranian Rehabilitation Journal, 21(2), 355–364. https://doi.org/10.32598/irj.21.2.1864.1
Petreski, B., Dávalos, J., & Tumanoska, D. (2021). Youth Underemployment in the Western Balkans: A Multidimensional Approach. Eastern European Economics, 59(1), 25–50. https://doi.org/10.1080/00128775.2020.1835491
Prasetya, K. A., & Pasaribu, E. (2020). Analisis Spasial Produktivitas Setengah Penganggur di Indonesia Tahun 2017: Perbandingan dengan Sektor Primer. Jurnal Ekonomi Dan Kebijakan Publik, 10(2), 125–139. https://doi.org/10.22212/jekp.v10i2.1353
Pratomo, Devanto Shasta. (2015). The Analysis of Underemployment in Indonesia: Determinants and its Implication. Procedia - Social and Behavioral Sciences, vol. 211, pp. 528-532. DOI: https://doi.org/10.1016/j.sbspro.2015.11.070
Prattley, J., Buffel, T., Marshall, A., & Nazroo, J. (2020). Area effects on the level and development of social exclusion in later life. Social Science and Medicine, 246, 112722. https://doi.org/10.1016/j.socscimed.2019.112722
Purwaningsih, V. and Nida, R. (2019). The effect of formal sector workers and women head of households on welfare in east java. East Java Economic Journal, Vol.3(1), pp.87-107. DOI: https://doi.org/10.53572/ejavec.v3i1.28
Puspitasari, F. and Triscowati, D. (2022). Determinan rumah tangga pertanian miskin di provinsi kalimantan utara. Jurnal Ekonomika, Vol. 13(01). DOI: https://doi.org/10.35334/jek.v13i0.2412
Rahayu, H. C., Sarungu, J. J., Hakim, L., Soesilo, A. M., Lestari, E. P., Astuti, D., & Retnaningsih, T. K. (2020). Dynamic Panel Data Analysis of Poverty in Indonesia. 143(Isbest 2019), 137–141. https://doi.org/10.2991/aebmr.k.200522.028
Ramadhanty, S. and Usman, H. (2021). Kaitan karakteristik kepala rumah tangga dengan kemiskinan anak di nusa tenggara barat pada tahun 2019. Seminar Nasional Official Statistics, Vol. 2021(1), pp.254-263. DOI: 10.34123/semnasoffstat.v2021i1.854
Rela, Zainuddin I, et al. (2022). COVID-19 Risk Management and Stakeholder Action Strategies: Conceptual Frameworks for Community Resilience in the Context of Indonesia. International Journal of Environmental Research and Public Health, Vol. 19(15), pp. 8908. DOI: https://doi.org/10.3390/ijerph19158908
Renaldo, Nicholas. (2023). Underemployment Rate by Gender in 2015-2018. Interconnection: An Economic Perspective Horizon. Vol. 1(2), pp. 100-104. DOI: https://doi.org/10.61230/interconnection.v1i2.38
Ridwan, Muhammad. (2023). Economic contraction and inequality of two provinces with coastal characteristics in Sumatra: what are the causes?. Amca Journal of Community Development. Vol 3(1), pp. 1-7.DOI: https://doi.org/10.51773/ajcd.v3i1.231
Ridwan, Mochamad. (2022). Fishermen’s poverty reduction based on integrated marketing system. Amca Journal of Community Development. Vol. 2(1), pp. 22-30. DOI: https://doi.org/10.51773/ajcd.v2i1.123
Rosca, Vlad I., & Teposu, Oana-Lorena. (2018). The Influence of Education on Subjective Underemployment: Research on Multinational Corporations in Romania. Review of International Comparative Management Journal. Vol. 19(4), pp.328 – 340. DOI: https://doi.org/10.24818/rmci.2018.4.328
Saigaran, N. G., Karupiah, P., & Gopal, P. S. (2015). The Capability Approach: Comparing Amartya Sen and Martha Nussbaum. Usm International Conference on Social Sciences (Usm-Icoss) 2015, August, 190–197.
Salin, Milla. Natti, Jouko. (2019). Who Wants to Work More? Multilevel Study on Underemployment of Working mother in 22 European Countries. Journals of Social Sciences. Vol. 8(10). Pp. 283. DOI: 10.3390/socsci8100283
Santoso, Rokhedi P., Sriyana, Jaka. (2020). The Effect of Idiosyncratic Shocks on Labor Market Outcomes of Informal Households in Indonesia. Jurnal Ekonomi Malaysia. Vol. 54(2), pp. 13-27. DOI: 10.17576/JEM-2020-5402-2
Scurry, T. & Blenkinsopp, J. (2011), "Under‐employment among recent graduates: a review of the literature", Personnel Review Journal. Vol. 40(5), pp. 643-659. DOI:10.1108/00483481111154487
Sekala, Agnieszka., et al. (2023). The Impact of the Coronavirus (COVID-19) Pandemic on Master Graduates’ Employability. Sustainability Journal. Vol. 15(5), pp. 4231. DOI: https://doi.org/10.3390/su15054231
Sekkat, K. (2017). Urban Concentration and Poverty in Developing Countries. Growth and Change, 48(3), 453-458. https://doi.org/10.1111/grow/12166
Singh, P., & Pattanaik, F. (2019). Economic status of women in India: paradox of paid–unpaid work and poverty. International Journal of Social Economics, 46(3), 410–428. https://doi.org/10.1108/IJSE-05-2018-0277
Soleh, Ahmad., Sukiyono, Ketut/. Nurazi, Ridwan. (2019). Inclusive Growth in Bengkulu Province: Multidimensional Approach. Proceedings of the First International Conference on Progressive Civil Society (ICONPROCS 2019). DOI: 10.2991/iconprocs-19.2019.18
Soseco, T., Hidayah, I., & Rini, A. D. (2022). Gender Determinant on Multidimensional Poverty Index: Evidence from Indonesia. Jurnal Ilmu Sosial Dan Ilmu Politik, 26(2), 137–151. https://doi.org/10.22146/jsp.69320
Stock, J. H., & Watson, M. W. (2020). FOURTH EDITION Introduction to. www.pearson.com/mylab/economics
Sugiyanti, Is., Juanda,Bambang., Irawan, Tony. (2020). Analysis of Human Capital on Economic Growth and Labor Demand in Indonesia. International Journal of Scientific Research in Science Engineering and Technology. Vol. 7(1), pp. 124-130. DOI: https://doi.org/10.32628/ijsrset207120
Sutikno, Hanapi, M. S., & Idealis, A. R. (2024). Do village funds have an influence on poverty alleviation in the village? E3S Web of Conferences, 499, 1–8. https://doi.org/10.1051/e3sconf/202449901008
Tavares, F. F., & Betti, G. (2024). Gender Differences in Multidimensional Poverty in Brazil: A Fuzzy Approach. In Social Indicators Research (Vol. 175, Issue 2). Springer Netherlands. https://doi.org/10.1007/s11205-024-03312-z
Tjitrajaya, Yohanes Andika. (2024). Deciphering the Factors Influencing Labour Underutilization Between Women and Men in West Java, Indonesia. Sriwijaya International Journal of Dynamic Economics and Business. Vol.8(2), pp. 227-252 DOI: https://doi.org/10.29259/sijdeb.v8i2.227-252
Valiente-Palma, L. y Pérez González, M.D.C. (2023). Underemployment due to overeducation: An analysis of worker cooperatives versus conventional firms. Economic and Industrial Democracy, 44 (3), 910-932. https://doi.org/10.1177/0143831X221099662
Wahyuni, R. and Monika, A. (2017). Pengaruh pendidikan terhadap ketimpangan pendapatan tenaga kerja di indonesia. Jurnal Kependudukan Indonesia, Vol. 11(1), 15. DOI: 10.14203/jki.v11i1.63
Wanka, F. A., & Rena, R. (2019). The impact of educational attainment on household poverty in South Africa: A case study of Limpopo province1. African Journal of Science, Technology, Innovation and Development, 11(5), 597–609. https://doi.org/10.1080/20421338.2018.1557368
Warner, Shawna, et al. (2016). Justice meets justification: Women’s need for holistic ministry in world mission. Missiology an International Review. Vol. 45(1), pp. 67-87. DOI: https://doi.org/10.1177/0091829616676288
Westover, Jonathan. (2024). More than Half Underemployed: Developing Talent for Meaningful Work. Human Capital Leadership Review, Vol. 13(1). DOI: https://doi.org/10.70175/hclreview.2020.13.1.3
Widiastuti et al. (2022). Integrating sustainable Islamic social finance: An Analytical Network Process using the Benefit Opportunity Cost Risk (ANP BOCR) framework: The case of Indonesia. Plos One Journal. Vol. 17(5), DOI: https://doi.org/10.1371/journal.pone.0269039
Wooldridge, J. M., Brazil, A, Mexico,& Singapore. (2016). Introductory econometrics. www.cengage.com/highered
Yigar, Bosena. (2021). The livelihood of urban poor households: A sustainable livelihood approach in urbanizing Ethiopia. The case of Gondar City, Amhara National State. Poverty & Public Policy. Vol. 13(2), pp. 155-183. DOI: https://doi.org/10.1002/pop4.306
Zulfikar, Achmad. (2019). The Dynamics of Bugis Diaspora in the Development of Work Migration to Sabah Malaysia. INA-Rxiv Papers. DOI: 10.31227/osf.io/bnwtv
Published
2025-09-08
How to Cite
Nopiah, R., Romi Gunawan, Izharudin, I., & Jesica Dinda Claudia Manalu. (2025). Determinants of Underemployment and Its Implications for Household Poverty: Evidence from a Poverty-Prone Region in Indonesia. International Journal of Economics, Business and Innovation Research, 4(05), 373-398. https://doi.org/10.63922/ijebir.v4i05.2259
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Email : ijebir@citakonsultindo.or.id / editor.ijebir@gmail.com
