The Effect of Education and Skills on Unemployment: the Moderation Role of Economic Growth

Ardhita Eko Ginanjar, Albrian Fiky Prakoso, Wida Wulandari, Retno Mustika Dewi

Abstract


Aspects of community education, namely the average length of schooling (RLS) and Community Vocational Skills (CVS), are important to know community welfare, one of which is seen from the open unemployment rate (TPT). This study aims to analyze: (1) The relationship between RLS and TPT, (2) The effect of CVS on TPT, (3) The role of economic growth (EG) as a moderator between RLS and TPT, and (4) The role of economic growth (EG) as moderation between CVS and TPT, in Sidoarjo, East Java using 2019-2023 data. Using the Structural Equation Modeling (SEM) method, the findings in this study show that people's vocational skills are the main thing that affects TPT levels. However, The study notes that economic growth failed to moderate the relationship between RLS and CVS on TPT. Based on these findings, the government's role is very important in overcoming unemployment problems by improving vocational skills in the form of massive training for prospective workers and collaborating with related industries.

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Thanh, N. Q., Anh, T. L., Anh, N. T., Bich, N. T., Thanh, N. Q., Anh, N. T., Anh, T. L., & Bích, N. T. (2020). The Effects of the Level of Education on Job Satisfaction among Young Workers in Vietnam. VNU Journal of Science: Education Research, 36(1), 40–49.

Abid, M., Benmeriem, M., Gheraia, Z., Sekrafi, H., Abdelli, H., & Meddah, A. (2023). Asymmetric effects of economy on unemployment in Algeria: Evidence from a nonlinear ARDL approach. Cogent Economics & Finance, 11(1), 2192454. https://doi.org/10.1080/23322039.2023.2192454

Adely, F. I. J., Mitra, A., Mohamed, M., & Shaham, A. (2021). Poor education, unemployment and the promise of skills: The hegemony of the “skills mismatch” discourse. International Journal of Educational Development, 82, 102381. https://doi.org/https://doi.org/10.1016/j.ijedudev.2021.102381

Adly, A. A. (2022). On the Quest for Economic Prosperity: A Higher Education Strategic Perspective for the Mena Region. Journal of Applied Business and Economics, 24(5 SE-Articles). https://doi.org/10.33423/jabe.v24i5.5528

Afifah, D. L., Rahardjo, S., Kusumasari, V., Nusantara, T., Atikah, N., & Kholifia, N. (2024). Spatial durbin error model (SDEM) panel data simultaneous equation analysis using generalized method of moment (GMM) for GRDP and unemployment in East Java. AIP Conference Proceedings, 3049(1). https://doi.org/10.1063/5.0194399

Aggarwal, S. C. (2020). Skills, Productivity and Employment: An Empirical Analysis of Selected Countries BT - Accelerators of India’s Growth—Industry, Trade and Employment: Festschrift in Honor of Bishwanath Goldar (S. C. Aggarwal, D. K. Das, & R. Banga (eds.); pp. 323–342). Springer Singapore. https://doi.org/10.1007/978-981-32-9397-7_15

Alam, M. M., & Murad, M. W. (2020). The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries. Renewable Energy, 145, 382–390. https://doi.org/https://doi.org/10.1016/j.renene.2019.06.054

Aljileedi Mustafa Rayhan, A., Rusdarti, R., & Yanto, H. (2020). Factors Influencing Unemployment Rate: A Comparison Among Five Asean Countries. Journal of Economic Education, 9(1), 37–45. https://doi.org/10.15294/jeec.v9i1.38358

Arifin, M. Y., Khusaini, M., & Wahyudi, S. T. (2023). Analysis Determination Open Unemployment in Cities/Regencies East Java Province. Journal of International Conference Proceedings, 6(3), 384–395. https://doi.org/10.32535/jicp.v6i3.2490

Badan Pusat Statistika Kabupaten Sidoarjo. (2022). Keadaan Ketenagakerjaan Sidoarjo Agustus 2022 (Issue 5). https://sidoarjokab.bps.go.id/pressrelease/2023/12/06/36/keadaan-ketenagakerjaan-sidoarjo-agustus-2023.html

Badur, M. M., Sohag, K., Hammoudeh, S., & Uddin, G. S. (2023). Costs of economic growth: new insights on wealth and income inequalities in the post-communist countries. Post-Communist Economies, 35(8), 830–855. https://doi.org/10.1080/14631377.2023.2236870

Baktemur, F. İ. (2021). Türkiye’de İşsizlik İle Ekonomik Büyüme Arasindaki Doğrusal Olmayan Eşbütünleşme Ve Nedensel İlişki Tt - Nonlinear Cointegration And Causal Relationship Between Unemployment And Economic Growth In Turkey. Academic Review of Humanities and Social Sciences, 4(2), 169–183. https://doi.org/10.54186/arhuss.975440

BPS. (2019). Statistik Daerah Kabupaten Sidoarjo 2019. https://satudata.sidoarjokab.go.id/assets/document/DC20230901021212.pdf

BPS. (2023). Tingkat Pengangguran Terbuka (TPT) Menurut Kabupaten/Kota (Persen), 2021-2023. https://jatim.bps.go.id/indicator/6/54/1/tingkat-pengangguran-terbuka-tpt-provinsi-jawa-timur.html

BPS Kabupaten Sidoarjo. (2023). Pertumbuhan Ekonomi Kabupaten Sidoarjo Tahun 2023. In BPS Kabupaten Sidoarjo (Issue 02). https://sidoarjokab.bps.go.id/pressrelease/2024/03/07/38/pertumbuhan-ekonomi-kabupaten-sidoarjo-tahun-2023.html

Brooks, M. M., Mueller, J. T., & Thiede, B. C. (2021). Rural-Urban Differences in the Labor-Force Impacts of COVID-19 in the United States. Socius, 7, 23780231211022096. https://doi.org/10.1177/23780231211022094

Cervelló-Royo, R., Devece, C., & Blanco-González Tejero, C. (2023). Economic freedom influences economic growth and unemployment: an analysis of the Eurozone. Economic Research-Ekonomska Istraživanja, 36(2), 2175007. https://doi.org/10.1080/1331677X.2023.2175007

Chankseliani, M. (2022). International development higher education: Looking from the past, looking to the future. Oxford Review of Education, 48(4), 457–473. https://doi.org/10.1080/03054985.2022.2077325

Dalimunthe, Raudah Zaimah. Siregar, H. F. A. dkk. (2020). Profil Life Skill Berbasis Problem Solving di PKBM Sinar Lentera. Jurnal Penelitian Bimbingan Dan Konseling, 5(1). https://doi.org/http://dx.doi.org/10.30870/jpbk.v5i1.7916

Davidovitch, N., & Dorot, R. (2023). The Effect of Motivation for Learning Among High School Students and Undergraduate Students—A Comparative Study. International Education Studies, 16(2), 117. https://doi.org/10.5539/ies.v16n2p117

Dewi, D. P., Nurfajar, A. A., & Dardiri, A. (2019). Creating Entrepreneurship Mindset Based on Culture and Creative Industry in Challenges of The 21st Century Vocational Education BT - Proceedings of the 2nd International Conference on Vocational Education and Training (ICOVET 2018). 67–70. https://doi.org/10.2991/icovet-18.2019.18

Edeji, O. C. (2024). Neo-liberalism, human capital theory and the right to education: Economic interpretation of the purpose of education. Social Sciences & Humanities Open, 9, 100734. https://doi.org/https://doi.org/10.1016/j.ssaho.2023.100734

Fadhilah, D., & Nurlinda, N. (2018). Pengaruh Inflasi, Kesempatan Kerja Terhadap Pengangguran Terbuka Dan PAD Dengan Pertumbuhan Ekonomi Sebagai Pemoderasi Di Kabupaten/Kota Provinsi Sumatera Utara. Liabilities (Jurnal Pendidikan Akuntansi), 1(2), 138–155. https://doi.org/10.30596/liabilities.v1i2.2337

Farooq, U., Tabash, M. I., Al-Faryan, M. A. S., Daniel, L. N., & Aburezeq, I. M. (2024). Effect of financial sector development and FDI inflow on employment rate in South Asia: New empirical evidence from ARDL approach. Journal of Public Affairs, 24(2). https://doi.org/10.1002/pa.2911

Gandi, I. K. (2020). Pengaruh Tingkat Pendidikan Dan Keterampilan Terhadap Tingkat Pengangguran Di Kabupaten Luwu Utara [Universitas Muhammadiyah Palopo]. http://repository.umpalopo.ac.id/600/

Ghozali, Imam. Latan, H. (2017). Partial Least Squares Konsep, Metode dan Aplikasi Menggunakan Program WarpPLS 5.0 (3rd ed.). Badan Penerbit Universitas Diponegoro.

Han, G. (2021). Higher Vocational Students’ Entrepreneurial Ability Training Based on Two Entrepreneurial Modes. Proceedings of the International Conference on Economics, Law and Education Research (ELER 2021), 170(Eler), 368–374. https://doi.org/10.2991/aebmr.k.210320.061

Hanushek, E. (2020). Quality Education and Economic Development BT - Anticipating and Preparing for Emerging Skills and Jobs: Key Issues, Concerns, and Prospects (B. Panth & R. Maclean (eds.); pp. 25–32). Springer Singapore. https://doi.org/10.1007/978-981-15-7018-6_4

Hasbullah, Nurulpaik, I., Purnama, W., & Ardiansyah, N. P. (2022). Development of Vocational School Facilities for Teachers to Prepare Graduates with Digital Talent and Employability Skills. Proceedings of the 4th International Conference on Innovation in Engineering and Vocational Education (ICIEVE 2021), 651(Icieve 2021), 193–197. https://doi.org/10.2991/assehr.k.220305.040

Herbert, I. P. (2020). Graduate employability, employment prospects and work-readiness in the changing field of professional work. International Journal of Management Education, 18(2). https://doi.org/10.1016/j.ijme.2020.100378

Huruta, A. D. (2024). Predicting the unemployment rate using autoregressive integrated moving average. Cogent Business & Management, 11(1), 2293305. https://doi.org/10.1080/23311975.2023.2293305

Jannah, M., & Indah Fitriana Sari. (2023). Analisis Pengaruh Rata- Rata Lama Sekolah, Angka Harapan Hidup dan Pengeluaran Perkapita Terhadap Kemiskinan Provinsi Nusa Tenggara Barat. EKOMA : Jurnal Ekonomi, Manajemen, Akuntansi, 3(1 SE-Articles), 164–172. https://doi.org/10.56799/ekoma.v3i1.2108

Jo, C., Kim, D. H., & Lee, J. W. (2023). Forecasting unemployment and employment: A system dynamics approach. Technological Forecasting and Social Change, 194, 122715. https://doi.org/https://doi.org/10.1016/j.techfore.2023.122715

Johar, M. R. (2023). Hubungan Rata-Rata Lama Sekolah Terhadap Tingkat Pengangguran Terbuka : Mediasi Laju Pertumbuhan Ekonomi. Oikos : Jurnal Ekonomi Dan Pendidikan Ekonomi, 7(1), 108–117. https://doi.org/10.23969/oikos.v7i1.6035

Judijanto, L., & Sudi, D. M. (2023). Analysis of Economic, Education, and Skill Factors against High Unemployment: A Case Study in West Java Province. West Science Journal Economic and Entrepreneurship, 1(03), 100–108. https://doi.org/10.58812/wsjee.v1i03.405

Kitov, I. O. (2021). The link between unemployment and real economic growth in developed countries. SSRN Electronic Journal, 2011. https://doi.org/10.2139/ssrn.3776796

Kumar, M., Kumar Garg, S., & Mishra, S. (2021). Determinants of Job Opportunities in Skill Development Institutions: Indian Perspective. MIER Journal of Educational Studies Trends and Practices, 11(1 SE-Articles), 160–179. https://doi.org/10.52634/mier/2021/v11/i1/1793

Kumar, R., Mandava, S., & Gopanapalli, V. S. (2019). Vocational training in India: determinants of participation and effect on wages. Empirical Research in Vocational Education and Training, 11(1), 3. https://doi.org/10.1186/s40461-019-0078-y

Laia, J. P., & Ashar, K. (2023). Analisis Determinan Tingkat Pengangguran Terbuka Di Kabupaten Dan Kota Jawa Barat. Journal of Development Economic and Social Studies, 2(3), 583–599. https://doi.org/http://dx.doi.org/10.21776/jdess.2023.02.3.10

Li, F., Liu, D., Gao, P., Shao, H., & Shen, S. (2024). Analysing how government-provided vocational skills training affects migrant workers’ income: A study based on the Livelihood Capital Theory. Humanities and Social Sciences Communications, 11(1), 396. https://doi.org/10.1057/s41599-024-02919-4

Liu, X., & Li, D. (2023). Analysis of the V.A.R. as a tool to investigate the impact of higher education on economic growth in Macau in the period 2000–2019. Economic Research-Ekonomska Istraživanja, 36(2), 2171453. https://doi.org/10.1080/1331677X.2023.2171453

Mahapatra, S. K., Dash, A., & Pradhan, J. (2020). Application of Path Analysis in Agricultural Research. Biotica Research Today, 2(2 SE-General Article), 18–20. https://www.biospub.com/index.php/biorestoday/article/view/29

Mahdali, A. (2024). The Impact of Population Growth Rate, Minimum Wage, and Education on The Unemployment Rate in 2022. Jambura Equilibrium Journal, 6(1). https://doi.org/Doi: 10.37479

Mahdi, A. A. (2021). Pengaruh Tingkat Pendidikan dan Skill Terhadap Pengangguran Terdidik Dalam Perspektif Ekonomi Islam (Studi Pada Pengangguran Terdidik Tingkat SLTA Di Desa Serdang Kecamatan Tanjung Bintang Kabupaten Lampung Selatan) [UNIVERSITAS ISLAM NEGERI Anang Ahmad Mahdi NPM. 1451010150 RADEN INTAN LAMPUNG]. http://repository.radenintan.ac.id/16449/1/PUSAT 1 2.pdf

Marinescu, I., & Triyana, M. (2016). The sources of wage growth in a developing country. IZA Journal of Labor and Development, 5(1). https://doi.org/10.1186/s40175-016-0047-9

Mercan, N., & Özpeçe, Ö. (2020). Okun’s law: Turkey case. In Critical Debates in Public Finance (pp. 155–168). https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113843861&partnerID=40&md5=03b053969c128d151d8264fae8cd6ab3

Ngubane, M. Z., Mndebele, S., & Kaseeram, I. (2023). Evidence from South Africaconomic growth, unemployment and poverty: Linear and non-linear e. Heliyon, 9(10), e20267. https://doi.org/https://doi.org/10.1016/j.heliyon.2023.e20267

Oktafianto, E. K., Achsani, N. A., & Irawan, T. (2019). The Determinant of Regional Unemployment in Indonesia: The Spatial Durbin Models. Signifikan: Jurnal Ilmu Ekonomi, 8(2), 179–194. https://doi.org/10.15408/sjie.v8i2.10124

Omar, M. K., Muhamad, W. M. W., Ismail, N., Zakaria, A., & Kadir, K. M. (2023). Employability Skills and Career Development Self-Efficacy as Indicators for Workforce Success. Journal of Technical Education and Training, 15(3 Special Issue), 118–130. https://doi.org/10.30880/jtet.2023.15.03.011

Prayoga, M. L., Muchtolifah, M., & Sishadiyati, S. (2021). Faktor Kemiskinan Di Kabupaten Sidoarjo. Jambura Economic Education Journal, 3(2), 135–142. https://doi.org/10.37479/jeej.v3i2.11058

Putra, F. A. (2023). Reducing Youth Unemployment in Indonesia: Identifying Financial Strategy for Technical and Vocational Education and Training. Jejak, 16(1), 150–169. https://doi.org/10.15294/jejak.v16i1.40633

Rathelot, R., van Rens, T., & Chan, S.-Y. (2023). Rethinking the skills gap. IZA World of Labor, November, 15185. https://doi.org/10.15185/izawol.391.v2

Rizana, D., & Kristanti, I. N. (2021). Webinar Tentang Communication Skills and Career Guidance Graduation di SMK Negeri 1 ALIAN Kebumen. Madani : Indonesian Journal of Civil Society, 3(2), 14–19. https://doi.org/10.35970/madani.v3i2.676

Salahuddin, N. F. M., Mahpar, N. S., & Ishak, M. F. (2023). The Relationship between Employability Skill and Job Mismatch towards Graduates’ Unemployment. Information Management and Business Review, 15(3(I) SE-Research Paper). https://doi.org/10.22610/imbr.v15i3(I).3519

Selim, M. (2020). Skilled based education is the key to sustainable development. 2020 Second International Sustainability and Resilience Conference: Technology and Innovation in Building Designs(51154), 1–4. https://doi.org/10.1109/IEEECONF51154.2020.9319999

Sharif, F., & Khan, M. K. (2023). Socioeconomic Determinants of Wage Differential at Workplace: A Case Study of Pakistan. Research Journal for Societal Issues, 5(2), 523–540. https://doi.org/10.56976/rjsi.v5i2.158

Sholihin, Mahfud, & Ratmono, D. (2020). Analisis SEM -PLS dengan WarpPLS 7.0 untuk Hubungan Nonlinier dalam Penelitian SOsial dan Bisnis. ANDI.

Siskawati, N., & Zulfhi Surya, R. (2021). Pengaruh Harapan Lama Sekolah, Rata – Rata Lama Sekolah Terhadap Tingkat Pengangguran Terbuka Di Kabupaten / Kota Provinsi Riau. Selodang Mayang: Jurnal Ilmiah Badan Perencanaan Pembangunan Daerah Kabupaten Indragiri Hilir, 7(3), 173–177. https://doi.org/10.47521/selodangmayang.v7i3.231

Smelser, N. J., & Baltes, P. B. (2001). International encyclopedia of the social & behavioral sciences. In TA - TT - (1st ed). Elsevier. https://doi.org/LK - https://worldcat.org/title/47869490

Soesatyo, Y., Priyono, & Prakoso, A. F. (2017). Effect of social capital to the life satisfaction of academic personnel in the higher education through the human capital and institutional model. International Journal of Economic Research, 14(7).

Taranu, A. M. (2020). Low Quality of the Educational Process – Main Cause of the Early School Leaving. Journal of Pedagogy - Revista de Pedagogie, LXVIII(1), 31–50. https://doi.org/10.26755/revped/2020.1/31

Wardhana, A., Kharisma, B., & Ikhlasni, Z. (2020). Pendidikan Dan Pertumbuhan Ekonomi Antar Kabupaten Dan Kota Di Provinsi Jawa Barat. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana; VOLUME.09.NO.09.TAHUN 2020, 9. https://doi.org/10.24843/EEB.2020.v09.i09.p02

Weerasiri, A. R. P., & Samaraweera, G. R. S. R. C. (2021). Factors influencing Youth Unemployment in Sri Lanka. Asian Journal of Management Studies. https://doi.org/10.4038/ajms.v1i1.27

Wolcott, E. L. (2021). Employment inequality: Why do the low-skilled work less now? Journal of Monetary Economics, 118, 161–177. https://doi.org/https://doi.org/10.1016/j.jmoneco.2020.09.004

Wongmonta, S. (2023). Revisiting the wage effects of vocational education and training (VET) over the life cycle: The case of Thailand. International Journal of Educational Development, 103, 102886. https://doi.org/https://doi.org/10.1016/j.ijedudev.2023.102886

Wu, S., Yang, D., Xia, F., Zhang, X., Huo, J., Cai, T., & Sun, J. (2022). The Effect of Labor Reallocation and Economic Growth in China. Sustainability (Switzerland), 14(7). https://doi.org/10.3390/su14074312

Xia, L., Ali, A., Wang, H., Wu, X., & Qian, D. (2022). RETRACTED: A Dynamic Analysis of the Asymmetric Effects of the Vocational Education and Training on Economic Growth, Evidence From China. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.888969

Yuniarti, Q., & Imaningsih, N. (2022). Pengaruh Pertumbuhan Ekonomi, Tingkat Kemiskinan dan Indeks Pembangunan Manusia terhadap Tingkat Pengangguran Terbuka di Kabupaten Sidoarjo. Ekonomis, 6(1), 44–52. https://doi.org/10.33087/ekonomis.v6i1.474




DOI: https://doi.org/10.32424/1.erjpe.2024.19.2.4524

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