Addressing Human Capital Development Challenges in Developing Countries Using an Interval-spherical Fuzzy Environment
DOI:
https://doi.org/10.31181/msa2120258Keywords:
Human capital development, Challenge, Developing countries, IVSF, Interval-valued spherical fuzzy sets, SWARAAbstract
This study evaluates and ranks the challenges of human capital development in developing countries based on their severity. Human capital development is crucial for economic growth, as acquiring knowledge, skills, and abilities plays a vital role in advancing these countries. However, various challenges impede the ability of developing countries to invest in human capital. Six key challenges were identified through a review of existing literature and expert insights. To analyse these challenges, the Stepwise Weight Assessment Ratio Analysis (SWARA) method within an interval-valued spherical fuzzy (IVSF) framework was utilized. The findings reveal that high unemployment, low literacy and education levels, and inadequate investment in skills development are the most significant challenges. Based on these results, the study offers actionable recommendations for governments seeking to enhance human capital development in these countries.
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References
Shuaibu, M. (2016). Determinants of human capital development in Africa: a panel data analysis. Oeconomia Copernicana, 7(4), 523-549. https://doi.org/10.12775/OeC.2016.030
Schultz, T. P. (1998). The formation of human capital and the economic development of Africa: Returns to health and schooling investments (Vol. 37). Economic Research Papers No37. African Development Bank Côte d'Ivoire. https://www.afdb.org/fileadmin/uploads/afdb/Documents/Publications/00157608-FR-ERP-37.PDF
Becker, G. S. (2009). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago press. https://www.nber.org/books-and-chapters/human-capital-theoretical-and-empirical-analysis-special-reference-education-third-edition
Entekhabi, M. (2023). Human Capital in Developing Countries: Common Challenges and the Path Forward. Journal of Emerging Trends in Marketing and Management, 1(2), 18-29. https://ideas.repec.org/a/aes/jetimm/v1y2023i2p18-29.html#:~:text=The%20literature%20review%20identifies%20six,limited%20investment%20in%20skills%20development.
Benavot, A., Antoninis, M., Bella, N., Delprato, M., Härmä, J., Jere, C., Joshi, P., Köseleci Blanchy, N., Longlands, H., & McWilliam, A. (2015). Education for all 2000-2015: Review and perspectives. ZEP: Zeitschrift für internationale Bildungsforschung und Entwicklungspädagogik, 38(2), 10-15. https://doi.org/10.1002/9781118468005.ch13
Unterhalter, E., Longlands, H., & Peppin Vaughan, R. (2022). Gender and intersecting inequalities in education: Reflections on a framework for measurement. Journal of Human Development and Capabilities, 23(4), 509-538. https://doi.org/10.1080/19452829.2022.2090523
Chen, L., Evans, T., Anand, S., Boufford, J. I., Brown, H., Chowdhury, M., Cueto, M., Dare, L., Dussault, G., & Elzinga, G. (2004). Human resources for health: overcoming the crisis. The Lancet, 364(9449), 1984-1990. https://doi.org/10.1016/S0140-6736(04)17482-5
Peiró, J. M., Hernández, A., & Ramos, J. (2015). The Challenge of Building Human Capital and Benefiting from It: A Person-Centric View of Youth Unemployment and Underemployment 1. In Facing the challenges of a multi-age workforce (pp. 83-107). Routledge/Taylor & Francis Group.
Docquier, F., & Marfouk, A. (2006). International migration by education attainment, 1990-2000. International migration, remittances and the brain drain, 151-199. Palgrave Macmillan. https://openknowledge.worldbank.org/bitstream/handle/10986/6929/339880rev.pdf?sequence=1&isAllowed=y
Klasen, S., & Lamanna, F. (2009). The impact of gender inequality in education and employment on economic growth: new evidence for a panel of countries. Feminist economics, 15(3), 91-132. https://doi.org/10.1080/13545700902893106
Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment in education: a decennial review of the global literature. Education Economics, 26(5), 445-458. https://doi.org/10.1080/09645292.2018.1484426
Oketch, M. O. (2006). Determinants of human capital formation and economic growth of African countries. Economics of Education Review, 25(5), 554-564. https://doi.org/10.1016/j.econedurev.2005.07.003
Ouedraogo, I., Tabi, H. N., Ondoa, H. A., & Jiya, A. N. (2022). Institutional quality and human capital development in Africa. Economic Systems, 46(1), 100937. https://doi.org/10.1016/j.ecosys.2021.100937
Masuku, S., & Nkala, S. (2021). Human capital development and skilled immigrants labour market experiences in South Africa: an overview. Work and Migration: Case Studies from Around the World, 87-102.
Bekele, M., Sassi, M., Jemal, K., & Ahmed, B. (2024). Human capital development and economic sustainability linkage in Sub-Saharan African countries: Novel evidence from augmented mean group approach. Heliyon, 10(2). https://doi.org/10.1016/j.heliyon.2024.e24323
Chusi, T. N., Qian, S., Edalatpanah, S. A., Qiu, Y., Bouraima, M. B., & Ajayi, A. B. (2024). Interval-valued spherical fuzzy extension of SWARA for prioritizing strategies to unlock Africa's potential in the carbon credit market. Computational Algorithms and Numerical Dimensions, 3(3), 217-227. https://doi.org/10.22105/cand.2024.474739.1106
Su, Q., Qiu, Y., Bouraima, M., Zonon, B., Badi, I., & Maraka, N. (2024). Addressing the crucial factors affecting the implementation of carbon credit concept using a comprehensive decision-making analysis: A case study. J. Oper. Strateg Anal, 2(3), 136-143. https://doi.org/10.56578/josa020301
Qian, S., Qiu, Y., Bouraima, M. B., Badi, I., & Chusi, T. N. (2024). Assessing the Challenges to Leverage Carbon Markets for Renewable Energy in Developing Countries: A Multi-Criteria Decision-Making Approach. Spectrum of Engineering and Management Sciences, 2(1), 151-160. https://doi.org/10.31181/sems21202412s
Bouraima, M. B., Oyaro, J., Ayyildiz, E., Erdogan, M., & Maraka, N. K. (2023). An integrated decision support model for effective institutional coordination framework in planning for public transportation. Soft Computing, 1-27. https://doi.org/10.1007/s00500-023-09425-w
Keršuliene, V., Zavadskas, E. K., & Turskis, Z. (2010). Selection of rational dispute resolution method by applying new step‐wise weight assessment ratio analysis (SWARA). Journal of business economics and management, 11(2), 243-258. https://doi.org/10.3846/jbem.2010.12
Ubaka, C. K., Nnachi, D. N., & Ifeaka, B. (2022). Impact of Human Capital Development on Economic Growth: Evidence from Nigeria. Economic and Business Review, 3(3).
Abubakar, A. A., Al-Mamary, Y. H., Singh, H. P., Singh, A., Alam, F., & Agrawal, V. (2024). Exploring factors influencing sustainable human capital development: Insights from Saudi Arabia. Heliyon, 10(16). https://doi.org/10.1016/j.heliyon.2024.e35676
Hakooma, M. R., & Seshamani, V. (2017). The impact of human capital development on economic growth in Zambia: an econometric analysis. International Journal of Economics, Commerce and Management, 4(4), 71-87.
Md, S. A. K. J. A., & Noor, T. (2016). An econometric analysis of human capital development and economic growth in Bangladesh. Journal of economics and sustainable development.
Abel, S., Mhaka, N., & Le Roux, P. (2019). Human capital development and economic growth nexus in Zimbabwe. Southern African Business Review, 23(1). https://doi.org/10.25159/1998-8125/5128
Brodny, J., & Tutak, M. (2024). A multi-criteria measurement and assessment of human capital development in EU-27 countries: A 10-year perspective. Journal of Open Innovation: Technology, Market, and Complexity, 10(4), 100394. https://doi.org/10.1016/j.joitmc.2024.100394
Valmohammadi, C., & Shahrashoob, V. (2022). Determinants of the human capital department development programs toward achieving functional strategic objectives: a fuzzy hybrid approach. Industrial and Commercial Training, 54(3), 377-395. https://doi.org/10.1108/ICT-02-2021-0012
Aggarwal, R. (2014). Identifying and prioritizing human capital measurement indicators for personnel selection using fuzzy MADM. Proceedings of the Third International Conference on Soft Computing for Problem Solving: SocProS 2013, Volume 1, https://doi.org/10.1007/978-81-322-1771-8_37
Bozbura, F. T., Beskese, A., & Kahraman, C. (2007). Prioritization of human capital measurement indicators using fuzzy AHP. Expert systems with applications, 32(4), 1100-1112. https://doi.org/10.1016/j.eswa.2006.02.006
Njifen, I., & Meungwe, C. N. (2024). African youth and unemployment: does human capital investment still matter? Journal of Contemporary African Studies, 1-24. https://doi.org/10.1080/02589001.2024.2341620
Olanipekun, D. B. (2019). Human Capital Development and Growth in Africa: Does Youth Unemployment Matter? Asian Journal of Economic Modelling, 7(4), 191-202. https://doi.org/10.18488/journal.8.2019.74.191.202