The Impact of Education Expenditure, Gross Enrollment Ratio, Technological Innovation, and Foreign Direct Investment toward Employment and Job Mismatch

Authors

  • Elizabelle Alexandra G. Espinas University of Santo Tomas & Sampaloc, Manila
  • Mhikyla Isabel M. Moreno University of Santo Tomas & Sampaloc, Manila
  • Peter Jeff C. Camaro University of Santo Tomas & Sampaloc, Manila

DOI:

https://doi.org/10.47941/ijecop.2409

Keywords:

Employment, Foreign Direct Investment, Education Expenditure, Gross Enrollment Ratio, Technological Innovation

Abstract

Purpose: The study aims to analyze education expenditure patterns and the impact of the number of graduates in the employment of the Philippines, and evaluate the integration of technological innovation and foreign direct investment and its relationship with employment.  Moreover, future researchers can utilize this paper to understand the factors affecting employment in the Philippines.

Methodology: This research utilized a descriptive-quantitative approach to explore and statistically analyze the relationships between the variables. Secondary data was collected mainly from the World Bank Database and Bangko Sentral ng Pilipinas and utilize Ordinary Least Square regression analysis using Gretl econometric software package to quantify the impact of the factors affecting the employment sector. Results were then presented in tables and graphs.

Findings: The results showed that among the variables namely education expenditure, gross enrollment ratio, technological innovation, and foreign direct investment, education expenditure had a positive and significant impact on employment with a p-value of 0.0041. The findings show that education spending is rooted in the understanding that higher education strengthens human capital, thereby improving future employment prospects and helping to increase employment in the country. Additionally, technological innovation has a negative and significant impact on job mismatch with a p-value of 0.0104. The findings indicate that technological innovation in the Philippines lessens job mismatch and thereby positively impacts employment growth.

Contribution to Theory, Policy and Practice: The study recommended that increased education expenditure, particularly for tertiary education, can significantly improve employment outcomes. It urged CHED to advocate for higher budget allocations to enhance access, quality, and relevance of education, ensuring curricula and training meet job market demands. Additionally, while technological innovation has direct impact on employment, policies promoting innovation, such as grants and public-private partnerships, could foster skill development and create a tech-savvy workforce. The government's ongoing efforts in R&D, digitalization, and broadband expansion are steps toward preparing the workforce for evolving industries and promoting innovation.

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References

Abayasekara, C. (2022). Rising Educational Attainment of Female Employment in Sri Lanka – Does Public Education Expenditure play a part? A Dynamic Analysis 1993-2019. ResearchGate.

Abel, J. R., Deitz, R., & Su, Y. (2014). Are Recent College Graduates Finding Good Jobs? Ssrn.com, 20(1), 8.

Acemoglu, D., & Restrepo, P. (2019). Automation and New Tasks: How Technology Displaces and Reinstates Labor. Journal of Economic Perspectives, 33(2), 3–30. https://doi.org/10.1257/jep.33.2.3

Acemoglu, D., & Restrepo, P. (2020). Robots and Jobs: Evidence from US Labor Markets. Journal of Political Economy, 128(6), 2188‐2244. https://doi.org/10.1086/705716

Acosta, R. M. (2021). Effectiveness of public expenditure on higher education and the employment in Mexico. Linguistics and Culture Review, 5(S3), 476–485. https://doi.org/10.21744/lingcure.v5ns3.1613

Adejumo, O. O., Asongu, S. A., & Adejumo, A. V. (2021). Education Enrolment Rate vs Employment Rate: Implications for sustainable human capital development in Nigeria. International Journal of Educational Development, 83, 102385. https://doi.org/10.1016/j.ijedudev.2021.102385

Aladelusi, K. B., & Olayiwola, H. O. (2021). Foreign Direct Investment and Employment Creation in Nigeria. Canadian Social Science, 17(1), 16–24. http://dx.doi.org/10.3968/12033

Algül, Y. (2024). Higher Education and Unemployment in Turkey: Regional Panel Analysis with Undergraduate, Master’s, and PhD Perspectives. ResearchGate, 38(2). https://doi.org/10.16951/trendbusecon.1473077

Arntz, M., Gregory, T., & Zierahn, U. (2016). The Risk of Automation for Jobs in OECD Countries. OECD Social, Employment and Migration Working Papers, 189(189). https://doi.org/10.1787/5jlz9h56dvq7-en

Aslam, A., Bashir, S., & Hayat, S. (2024). Foreign Direct Investment Impact on Employment, Education and Social Development in Balochistan. ResearchGate, 4.

Avenyo, E., Konte, M., & Mohnen, P. (2019). The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence. ScienceDirect, 48(9). https://doi.org/10.1016/j.respol.2019.103806

Ayhan, F., & Elal, O. (2023). The IMPACTS of technological change on employment: Evidence from OECD countries with panel data analysis. Technological Forecasting and Social Change, 190, 122439. https://doi.org/10.1016/j.techfore.2023.122439

Becker, G. S. (1962). Investment in human capital: A theoretical analysis. Journal of Political Economy, 70(5, Part 2), 9-49. doi: 10.1086/258724

Beer, P., & Mulder, R. H. (2020). The Effects of Technological Developments on Work and Their Implications for Continuous Vocational Education and Training: A Systematic Review. Frontiers in Psychology, 11(918). frontiersin. https://doi.org/10.3389/fpsyg.2020.00918

Bertulfo, D. J., Gentile, E., & Vries, G. de. (2019). The Employment Effects of Technological Innovation, Consumption, and Participation in Global Value Chains: Evidence from Developing Asia. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3343998

Bich, T., Thuy Dao, Khuc, V. Q., Dong, M. C., & Cao, T. L. (2023). How Does Foreign Direct Investment Drive Employment Growth in Vietnam’s Formal Economy? ProQuest, 266. https://doi.org/10.3390/economies11110266

Binuomoyo , O. (2020). EXAMINING THE RELATIONSHIP BETWEEN PUBLIC SPENDING ON EDUCATION AND UNEMPLOYMENT PROBLEM IN NIGERIA: Nigeria. ResearchGate, 7(2). https://doi.org/10.51200/mjbe.vi.2879

Bolkol, H., & Guleryuz, E. (2023). The Effect of Innovation on Employment in Türkiye. ResearchGate, 12(3). https://doi.org/10.15869/itobiad.1270057

Burgess, J., & Connell, J. (2020). New technology and work: Exploring the challenges. The Economic and Labour Relations Review, 31(3), 310–323. https://doi.org/10.1177/1035304620944296

Brooks, C. (2014). Introductory econometrics for finance (3rd ed.). Cambridge University Press. https://doi.org/10.1017/CBO9781139540872

C., A., & Ravindran, D. (2020). Enrolment of Women in Higher Education: A Comparative Study on Women’s Equity in Governance and Employment Status in India. Journal of International Women’s Studies, 21(5), 65–78. https://vc.bridgew.edu/jiws/vol21/iss5/7/

Coniglio, N. D., Prota, F., & Seric, A. (2015). Foreign Direct Investment, Employment and Wages in Sub-Saharan Africa. Journal of International Development, 27(7), 1243–1266. https://doi.org/10.1002/jid.3044

D1s-prD. (2023, November 8). PH GOV’T TO PRIORITIZE ADDRESSING JOB VULNERABILITY AS EMPLOYMENT CONTINUES TO IMPROVE IN SEPTEMBER 2023—NEDA. National Economic and Development Authority.

Damijan, J. P., Kostevc, rt, & Stare, M. (2014). Impact of Innovation on Employment and Skill Upgrading. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2552421

DBM: Education gets P924.7 billion in proposed 2024 national budget; Focused expenditure on subsidies, skills development, facilities enhancement. (2023, August 7). Www.dbm.gov.ph.

Doris, O., Metu, A., Eze, E., & Uzonwanne, C. (2023). FOREIGN DIRECT INVESTMENT AND EMPLOYMENT IN NIGERIA. ResearchGate, 20(1).

Foreign direct investment (FDI) in the Philippines - International Trade Portal. (2024). Www.lloydsbanktrade.com.

Frey, C. B., & Osborne, M. A. (2017). The Future of employment: How Susceptible Are Jobs to computerisation? Technological Forecasting and Social Change, 114(1), 254–280. https://doi.org/10.1016/j.techfore.2016.08.019

Hari Singh, N. K., Wei Sieng, L., & Mohd Saukani, M. N. (2018). Impact of education levels on economic growth in Malaysia: A gender base analysis. Malaysian Journal of Society and Space, 14(4), 13–26. https://doi.org/10.17576/geo-2018-1404-02

Hillman, N., & Orians, E. (2014). Community Colleges and Labor Market Conditions: How Does Enrollment Demand Change Relative to Local Unemployment Rates? ResearchGate, 54(7). https://doi.org/10.1007/s11162-013-9294-7

Hisarciklilar, M., Gultekin-Karakas, D., & Asici, A. A. (2014). Can FDI Be a Panacea for Unemployment?: The Turkish Case. Labor and Employment Relations in a Globalized World, 43–70. https://doi.org/10.1007/978-3-319-04349-4_3

Inimino, E., Tubotamuno, B., & Shaibu, O. (2017). Public Education Expenditure and Economic Growth in Nigeria. Iiardjournals.org, 3(6). doi 10.32873/unl.dc.jade7.1.5

Irandoust, M. (2023). Employment and technology: Creative creation or creative destruction? An asymmetric analysis. X-Mol.net. https://doi.org/10.1111/1467-8454.12327

Irpan, H., Saad, R., Nor, A., Noor, A., & Ibrahim, N. (2016). Impact of Foreign Direct Investment on the Unemployment Rate in Malaysia. https://doi.org/10.1088/1742-6596/710/1/012028

Jarque, C. M., & Bera, A. K. (1987). A Test for Normality of Observations and Regression Residuals. International Statistical Review / Revue Internationale de Statistique, 55(2), 163–172. https://doi.org/10.2307/1403192

Jude, C., & Silaghi, M. (2016). Employment effects of foreign direct investment: New evidence from Central and Eastern European countries. ScienceDirect, 145. https://doi.org/10.1016/j.inteco.2015.02.003

Khatun, F., & Saadat, S. Y. (2020). Fourth Industrial Revolution, Technological Advancement and Youth Employment: A South Asian Perspective. South Asia Economic Journal, 21(1), 58–75. https://doi.org/10.1177/1391561420914187

Kijjambu, F., Benjamin, M., & Kaburura, A. (2024). Human Capital Development and Unemployment in Uganda: The Keynesian Theory of Unemployment in Perspective. ResearchGate, 16(1). https://doi.org/10.22610/jebs.v16i1(J).3713

Klein, Andreas & Gerhard-Lehn, Carla & Büchner, Rebecca & Diestel, Stefan & Schermelleh-Engel, Karin. (2016). The Detection of Heteroscedasticity in Regression Models for Psychological Data. Psychological Test and Assessment Modeling, 58(4).

Knight, J., Deng, Q., & Li, S. (2017). China’s expansion of higher education: The labour market consequences of a supply shock. China Economic Review, 43, 127–141. https://doi.org/10.1016/j.chieco.2017.01.008

Korkmaz, M., Aytac, A., Oral, M., & Serdar, A. (2023). THE CORRELATION BETWEEN FOREIGN DIRECT INVESTMENTS AND EMPLOYMENT. ResearchGate. https://doi.org/10.17368/uhbab.2023.29.04

Kuang, J. (2023). The Culprits That Affect the Unemployment Rate --------Empirical Analysis Based on U.S. Real Data. ResearchGate, 54(1). https://doi.org/10.54254/2754-1169/54/20230917

Kumar, N., & Choudhary, P. (2019). The Relationship between Education Expenditure and Economic Growth in India. ResearchGate, 1(2).

LABOR MARKET PROGRAMS IN THE PHILIPPINES. (n.d.). https://www.adb.org/sites/default/files/linked-documents/49117-002-sd-04.pdf

Lee, K., & Chung, M. (2015). Enhancing the link between higher education and employment. ResearchGate. https://doi.org/10.1016/j.ijedudev.2014.11.014

Matuzeviciute , K., Butkus, M., & Aleksandravičienė, A. (2017). (PDF) Do Technological Innovations Affect Unemployment? Some Empirical Evidence from European Countries. ResearchGate, 5(4). https://doi.org/10.3390/economies5040048

Mehmetaj, N., & Xhindi, N. (2022). Public Expenses in Education and Youth Unemployment Rates—A Vector Error Correction Model Approach. Economies, 10(12), 293. https://doi.org/10.3390/economies10120293

Mekonnen , B. M., Demissie, M. M., Herut, A. H., & Bareke, M. L. (2022). Higher Education Enrollment, Graduation, and Employment Trends in Ethiopia: An Empirical Analysis. ResearchGate. https://doi.org/10.1080/2331186X.2024.2302623

National Economic Development Authority. (2021). Philippine Development Plan 2017-2022: Vigorously Advancing Science, Technology, and Innovation. https://neda.gov.ph/wp-content/uploads/2021/09/PIP-2017-2022-14.pdf

Obisike, N. E., & Victoria, O. U. (2023). Impact of Government Expenditure on Unemployment in Nigeria: Evidence from Social Expenditure. International Journal of Social Sciences and Management Research , 6(1), 65–76.

Özaydın, Ö., & Dağdemir, A. (2023). The Role of Education Expenditures on Norway’s Employment. International Conference on Humanity and Social Sciences, 37–47.

Palit, S. (2020). Role of FDI on Employment Scenario in India. ResearchGate, 8(6). https://doi.org/10.35940/ijrte.F7777.038620

Parry, E., & Battista, V. (2019). The impact of emerging technologies on work: a review of the evidence and implications for the human resource function. Emerald Insight, 1(4). https://doi.org/10.1108/EOR-04-2023-0001

Philippines. (2019). United States Department of State. https://www.state.gov/countries-areas/philippines/

Philippines Tertiary school enrollment - data, chart. (2024). TheGlobalEconomy.com.

Primandani, N. P. I., & Purbadharmaja, I. B. P. (2023). The Influence of Government Expenditure, Investment and Education Level on Employment Opportunities and Community Welfare. International Journal of Social Science and Business, 7(2), 425–434. https://doi.org/10.23887/ijssb.v7i2.55122

Qureshi, M. O., & Syed, R. S. (2014). The Impact of Robotics on Employment and Motivation of Employees in the Service Sector, with Special Reference to Health Care. Safety and Health at Work, 5(4), 198–202. https://doi.org/10.1016/j.shaw.2014.07.003

Rambeli, N., Marikan, D., Podivinsky, J., Amiruddin, R., & Ismail, I. (2021). The Dynamic Impact of Government Expenditure in Education on Economic Growth. International Journal of Business and Society, 22(3), 1487–1507. https://doi.org/10.33736/ijbs.4318.2021

Romer, P. M. (1986). Increasing returns and long-run growth. Journal of Political Economy, 94(5), 1002-1037.

Rong, S., Liu, K., Huang, S., & Zhang, Q. (2020). FDI, Labor Market Flexibility and Employment in China. China Economic Review, 61(1), 101449. https://doi.org/10.1016/j.chieco.2020.101449

Saucedo, E., Ozuna, T., & Zamora, H. (2020). The effect of FDI on low and high-skilled employment and wages in Mexico: a study for the manufacture and service sectors. Journal for Labour Market Research, 54(1). https://doi.org/10.1186/s12651-020-00273-x

Sapra, S. (2005). “A regression error specification test (RESET) for generalized linear models.” Economics Bulletin, 3(1), 1–6.

Schultz, T. W. (1961). Investment in human capital. The American Economic Review, 1-17.

Sharma, C., & Mishra, R. K. (2022). Imports, technology, and employment: Job creation or creative destruction. Managerial and Decision Economics. https://doi.org/10.1002/mde.3671

Singh, D., & Shastri, S. (2020). Public expenditure on education, educational attainment and unemployment nexus in India: an empirical investigation. Emerald Insight, 47(5). https://doi.org/10.1108/IJSE-06-2019-0396

Sörensson, S., & Karlsson, H. (2019). The effect of government spending and school enrollment ratio in tertiary education on labor productivity A panel data analysis on OECD countries Economics, Degree Project (Bachelor).

Strat, V. A., Davidescu, A., & Paul, A. M. (2015). FDI and The Unemployment - A Causality Analysis for the Latest EU Members. Procedia Economics and Finance, 23, 635–643. https://doi.org/10.1016/s2212-5671(15)00448-7

Tshepo, M. (2020). The Impact of Foreign Direct Investment on Economic Growth and Employment in South Africa: A Time Series Analysis | Mediterranean Journal of Social Sciences. Www.richtmann.org, 5(25). https://doi.org/10.5901/mjss.2014.v5n25p18

Vacaflores, D. E., Mogab, J., & Kishan, R. (2017). Does Fdi Really Affect Employment in Host Countries? Subsidiary Level Evidence. The Journal of Developing Areas, 51(2), 205–220.

Villanueva, E. (2024, January 23). Philippines - Information and Communications Technology. International Trade Administration Trade.gov. https://www.trade.gov/country-commercial-guides/philippines-information-and-communications-technology

Wahab, A., & Kefeli, Z. (2017c). Modeling the Effect of Healthcare Expenditure and Education Expenditure on Labour Productivity: A Study on OIC Countries. SSRN, 2(2), 7.

Williams, R. (2015). Heteroskedasticity. https://www3.nd.edu/~rwilliam/stats2/l25.pdf

Xia, Y., Luo, Y., Zhou, A., & Jiang, S. (n.d.). Can sustained development of education lead to employment - an empirical study based on TVP-VAR model. ResearchGate, 171. https://doi.org/10.1051/shsconf/202317101033

Xiang, B., Wang, H., & Wang, H. (n.d.). Is There a Surplus of College Graduates in China? Exploring Strategies for Sustainable Employment of College Graduates. ResearchGate, 15(21). https://doi.org/10.3390/su152115540

Yilmaz, S. C. (2023). THE EFFECT OF HEALTH AND EDUCATION EXPENDITURES ON THE EMPLOYMENT: EMPIRICAL EVIDENCE FROM TÜRKİYE. Journal of Economics and Research, 4(2). https://doi.org/10.53280/jer.1357586

Zeb, N., Qiang, F., & Rauf, S. (2013). Role of Foreign Direct Investment in Economic Growth of Pakistan. International Journal of Economics and Finance, 6(1). https://doi.org/10.5539/ijef.v6n1p32

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Published

2024-12-17

How to Cite

Espinas, E. A., Moreno, M. I., & Camaro, P. J. (2024). The Impact of Education Expenditure, Gross Enrollment Ratio, Technological Innovation, and Foreign Direct Investment toward Employment and Job Mismatch. International Journal of Economic Policy, 4(4), 25–50. https://doi.org/10.47941/ijecop.2409

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