Volume 12, Issue 8 (August 2025), Pages: 175-190
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Original Research Paper
Analyzing the interactions between economic growth, renewable energy, and human capital in Saudi Arabia
Author(s):
Salma Mohammed Jaghoubi *, Abdullah Abdulmohsen Alfalih
Affiliation(s):
Department of Business Administration, College of Business Administration, Majmaah University, Al-Majmaah 11952, Saudi Arabia
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* Corresponding Author.
Corresponding author's ORCID profile: https://orcid.org/0000-0003-3081-3267
Digital Object Identifier (DOI)
https://doi.org/10.21833/ijaas.2025.08.017
Abstract
A nation's economic growth is influenced by several factors, such as natural resources, human capital, technology, and social and political conditions. The interactions among these factors are often complex and not well understood. This study examines the relationship between renewable energy, economic growth, and human capital in Saudi Arabia from 1990 to 2019. Using the Autoregressive Distributed Lag (ARDL) model and Granger causality tests, the research investigates both short-term and long-term connections among these variables. Energy consumption and foreign direct investment (FDI) are included as control variables. The ARDL bounds test confirms a long-term relationship among renewable energy use, economic growth, and human capital. The results show that human capital and FDI have a negative effect on gross domestic product (GDP), suggesting that GDP growth in Saudi Arabia is not closely linked to FDI inflows. In contrast, economic growth positively affects energy consumption. Granger causality tests reveal a one-way short-term causal relationship from FDI and energy use to GDP, and from the Human Capital Index to energy use. A two-way causal relationship is also found between GDP and the Human Capital Index, indicating mutual influence. This study provides new insights into Saudi Arabia’s economic transition by connecting traditional growth factors with sustainable development. The findings can help guide policy decisions aimed at promoting long-term growth while supporting environmental sustainability.
© 2025 The Authors. Published by IASE.
This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/).
Keywords
Renewable energy, Economic growth, Human capital, Foreign investment, Energy consumption
Article history
Received 5 February 2025, Received in revised form 18 June 2025, Accepted 28 July 2025
Acknowledgment
The authors extend their appreciation to the Deanship of Postgraduate Studies and Scientific Research at Majmaah University for funding this research work through project number R-2025-1699.
Compliance with ethical standards
Conflict of interest: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Citation:
Jaghoubi SM and Alfalih AA (2025). Analyzing the interactions between economic growth, renewable energy, and human capital in Saudi Arabia. International Journal of Advanced and Applied Sciences, 12(8): 175-190
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Figures
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References (51)
- Acheampong AO, Boateng E, Amponsah M, and Dzator J (2021). Revisiting the economic growth–energy consumption nexus: Does globalization matter? Energy Economics, 102: 105472. https://doi.org/10.1016/j.eneco.2021.105472
[Google Scholar]
- Ahmad T, Huanxin C, Zhang D, and Zhang H (2020). Smart energy forecasting strategy with four machine learning models for climate-sensitive and non-climate sensitive conditions. Energy, 198: 117283. https://doi.org/10.1016/j.energy.2020.117283
[Google Scholar]
- Akinwale YO (2018). An empirical analysis of short run and long run relationships between energy consumption, technology innovation and economic growth in Saudi Arabia. International Journal of Energy Economics and Policy, 8(4): 139-146.
[Google Scholar]
- Akinwale YO and Grobler WC (2019). Education, openness and economic growth in South Africa: Empirical evidence from VECM analysis. The Journal of Developing Areas, 53(1): 51-64. https://doi.org/10.1353/jda.2019.0003
[Google Scholar]
- Alaali F, Roberts J, and Taylor K (2015). The effect of energy consumption and human capital on economic growth: An exploration of oil exporting and developed countries. Sheffield Economics Research Papers Series No. 2015015, University of Sheffield, Sheffield, UK.
[Google Scholar]
- An NB, Kuo YL, Mabrouk F, Sanyal S, Muda I, Hishan SS, and Abdulrehman N (2023). Ecological innovation for environmental sustainability and human capital development: The role of environmental regulations and renewable energy in advanced economies. Economic Research-Ekonomska istraživanja, 36(1): 243-263. https://doi.org/10.1080/1331677X.2022.2120046
[Google Scholar]
- Ankrah I and Lin B (2020). Renewable energy development in Ghana: Beyond potentials and commitment. Energy, 198: 117356. https://doi.org/10.1016/j.energy.2020.117356
[Google Scholar]
- Anton SG and Nucu AEA (2020). The effect of financial development on renewable energy consumption: A panel data approach. Renewable Energy, 147: 330-338. https://doi.org/10.1016/j.renene.2019.09.005
[Google Scholar]
- Asteriou D and Agiomirgianakis GM (2001). Human capital and economic growth: Time series evidence from Greece. Journal of Policy Modeling, 23(5): 481-489. https://doi.org/10.1016/S0161-8938(01)00054-0
[Google Scholar]
- Belloumi M and Alshehry A (2018). The impacts of domestic and foreign direct investments on economic growth in Saudi Arabia. Economies, 6(1): 18. https://doi.org/10.3390/economies6010018
[Google Scholar]
- Bhattacharya M, Paramati SR, Ozturk I, and Bhattacharya S (2016). The effect of renewable energy consumption on economic growth: Evidence from top 38 countries. Applied Energy, 162: 733-741. https://doi.org/10.1016/j.apenergy.2015.10.104
[Google Scholar]
- Bokhari AA (2017). Human capital investment and economic growth in Saudi Arabia: Error correction model. International Journal of Economics and Financial Issues, 7(4): 104-112.
[Google Scholar]
- Dickey DA and Fuller WA (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366a): 427-431. https://doi.org/10.1080/01621459.1979.10482531
[Google Scholar]
- Doytch N and Narayan S (2021). Does transitioning towards renewable energy accelerate economic growth? An analysis of sectoral growth for a dynamic panel of countries. Energy, 235: 121290. https://doi.org/10.1016/j.energy.2021.121290
[Google Scholar]
- Esposito L (2023). Renewable energy consumption and per capita income: An empirical analysis in Finland. Renewable Energy, 209: 558-568. https://doi.org/10.1016/j.renene.2023.03.139
[Google Scholar]
- Garza-Rodriguez J, Almeida-Velasco N, Gonzalez-Morales S, and Leal-Ornelas AP (2020). The impact of human capital on economic growth: The case of Mexico. Journal of the Knowledge Economy, 11: 660-675. https://doi.org/10.1007/s13132-018-0564-7
[Google Scholar]
- Ge L, Zheng H, Wang C, Ye Y, and Xu Z (2024). The impact of foreign direct investment on green technology innovation: Evidence from the threshold effect of absorptive capacity. Journal of Urban Technology, 31(3): 107-130. https://doi.org/10.1080/10630732.2024.2385116
[Google Scholar]
- Gheraia Z, Benmeriem M, Abdelli HA, and Saadaoui S (2021). The effect of education expenditure on economic growth: The case of the Kingdom of Saudi Arabia. Humanities and Social Sciences Letters, 9(1): 14-23. https://doi.org/10.18488/journal.73.2021.91.14.23
[Google Scholar]
- Hamdan A, Sarea A, Khamis R, and Anasweh M (2020). A causality analysis of the link between higher education and economic development: Empirical evidence. Heliyon, 6(6): e04046. https://doi.org/10.1016/j.heliyon.2020.e04046
[Google Scholar]
PMid:32529066 PMCid:PMC7276432
- Inglesi-Lotz R (2016). The impact of renewable energy consumption to economic growth: A panel data application. Energy Economics, 53: 58-63. https://doi.org/10.1016/j.eneco.2015.01.003
[Google Scholar]
- Islam MM, Irfan M, Shahbaz M, and Vo XV (2022). Renewable and non-renewable energy consumption in Bangladesh: The relative influencing profiles of economic factors, urbanization, physical infrastructure and institutional quality. Renewable Energy, 184: 1130-1149. https://doi.org/10.1016/j.renene.2021.12.020
[Google Scholar]
- Ivanovski K, Hailemariam A, and Smyth R (2021). The effect of renewable and non-renewable energy consumption on economic growth: Non-parametric evidence. Journal of Cleaner Production, 286: 124956. https://doi.org/10.1016/j.jclepro.2020.124956
[Google Scholar]
- Khobai H, Kolisi N, and Moyo C (2018). The relationship between trade openness and economic growth: The case of Ghana and Nigeria. International Journal of Economics and Financial Issues, 8(1): 77-82.
[Google Scholar]
- Khurshid N, Egbe CE, and Akram N (2024). Integrating non-renewable energy consumption, geopolitical risks, economic development with the ecological intensity of wellbeing: Evidence from quantile regression analysis. Frontiers in Energy Research, 12: 1391953. https://doi.org/10.3389/fenrg.2024.1391953
[Google Scholar]
- Konuk F, Zeren F, Akpınar S, and Yıldız Ş (2021). Biomass energy consumption and economic growth: Further evidence from NEXT-11 countries. Energy Reports, 7: 4825-4832. https://doi.org/10.1016/j.egyr.2021.07.070
[Google Scholar]
- Li D (2024). Green finance, fossil fuel efficiency, and sustainable development in OECD. Resources Policy, 98: 105306. https://doi.org/10.1016/j.resourpol.2024.105306
[Google Scholar]
- Lin B and Moubarak M (2014). Renewable energy consumption–economic growth nexus for China. Renewable and Sustainable Energy Reviews, 40: 111-117. https://doi.org/10.1016/j.rser.2014.07.128
[Google Scholar]
- Liu L, Wang Y, and Wang Z et al. (2022). Potential contributions of wind and solar power to China's carbon neutrality. Resources, Conservation and Recycling, 180: 106155. https://doi.org/10.1016/j.resconrec.2022.106155
[Google Scholar]
- Ljungberg J and Nilsson A (2009). Human capital and economic growth: Sweden 1870–2000. Cliometrica, 3: 71-95. https://doi.org/10.1007/s11698-008-0027-7
[Google Scholar]
- Majeed A, Wang L, Zhang X, and Kirikkaleli D (2021). Modeling the dynamic links among natural resources, economic globalization, disaggregated energy consumption, and environmental quality: Fresh evidence from GCC economies. Resources Policy, 73: 102204. https://doi.org/10.1016/j.resourpol.2021.102204
[Google Scholar]
- Murshed M, Rashid S, Ulucak R, Dagar V, Rehman A, Alvarado R, and Nathaniel SP (2022). Mitigating energy production-based carbon dioxide emissions in Argentina: The roles of renewable energy and economic globalization. Environmental Science and Pollution Research, 29: 16939–16958. https://doi.org/10.1007/s11356-021-16867-y
[Google Scholar]
PMid:34655033
- Nguyen TTH, Phan GQ, Tran TK, and Bui HM (2023). The role of renewable energy technologies in enhancing human development: Empirical evidence from selected countries. Case Studies in Chemical and Environmental Engineering, 8: 100496. https://doi.org/10.1016/j.cscee.2023.100496
[Google Scholar]
- Oyegbile MO, Emeke C, and Eze MC (2024). Assessing the economic impacts of renewable energy in Sub-Saharan Africa: A GDP-centric approach. In the SPE Nigeria Annual International Conference and Exhibition, Lagos, Nigeria. https://doi.org/10.2118/221623-MS
[Google Scholar]
- Ozcan B and Ozturk I (2019). Renewable energy consumption-economic growth nexus in emerging countries: A bootstrap panel causality test. Renewable and Sustainable Energy Reviews, 104: 30-37. https://doi.org/10.1016/j.rser.2019.01.020
[Google Scholar]
- Pegkas P (2014). The link between educational levels and economic growth: A neoclassical approach for the case of Greece. International Journal of Applied Economics, 11(2): 38-54.
[Google Scholar]
- Pelinescu E (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22: 184-190. https://doi.org/10.1016/S2212-5671(15)00258-0
[Google Scholar]
- Pesaran MH, Shin Y, and Smith RJ (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3): 289-326. https://doi.org/10.1002/jae.616
[Google Scholar]
- Pesaran MH, Shin Y, and Smith RP (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American Statistical Association, 94(446): 621-634. https://doi.org/10.1080/01621459.1999.10474156
[Google Scholar]
- Phillips PC and Perron P (1988). Testing for a unit root in time series regression. Biometrika, 75(2): 335-346. https://doi.org/10.1093/biomet/75.2.335
[Google Scholar]
- Rafindadi AA and Mika'Ilu AS (2019). Sustainable energy consumption and capital formation: Empirical evidence from the developed financial market of the United Kingdom. Sustainable Energy Technologies and Assessments, 35: 265-277. https://doi.org/10.1016/j.seta.2019.07.007
[Google Scholar]
- Rafindadi AA and Ozturk I (2017). Impacts of renewable energy consumption on the German economic growth: Evidence from combined cointegration test. Renewable and Sustainable Energy Reviews, 75: 1130-1141. https://doi.org/10.1016/j.rser.2016.11.093
[Google Scholar]
- Rahman MM and Sultana N (2024). Nexus of human development and environmental quality in low-income and developing countries: Do renewable energy and good governance matter? Sustainability, 16(13): 5382. https://doi.org/10.3390/su16135382
[Google Scholar]
- Salim R, Yao Y, and Chen GS (2017). Does human capital matter for energy consumption in China? Energy Economics, 67: 49-59. https://doi.org/10.1016/j.eneco.2017.05.016
[Google Scholar]
- Shahbaz M, Mateev M, Abosedra S, Nasir MA, and Jiao Z (2021). Determinants of FDI in France: Role of transport infrastructure, education, financial development and energy consumption. International Journal of Finance and Economics, 26(1): 1351-1374. https://doi.org/10.1002/ijfe.1853
[Google Scholar]
- Smolović JC, Muhadinović M, Radonjić M, and Đurašković J (2020). How does renewable energy consumption affect economic growth in the traditional and new member states of the European Union? Energy Reports, 6: 505-513. https://doi.org/10.1016/j.egyr.2020.09.028
[Google Scholar]
- Talha M, Sohail M, Tariq R, and Ahmad MT (2021). Impact of oil prices, energy consumption and economic growth on the inflation rate in Malaysia. Cuadernos de Economía: Spanish Journal of Economics and Finance, 44(124): 26-32.
[Google Scholar]
- Tsamadias C and Prontzas P (2012). The effect of education on economic growth in Greece over the 1960–2000 period. Education Economics, 20(5): 522-537. https://doi.org/10.1080/09645292.2011.557906
[Google Scholar]
- Viswanath J, Reddy KLN, and Pandit V (2009). Human capital contributions to economic growth in India: An aggregate production function analysis. Indian Journal of Industrial Relations, 44(3): 473-486.
[Google Scholar]
- Yao Y, Ivanovski K, Inekwe J, and Smyth R (2019). Human capital and energy consumption: Evidence from OECD countries. Energy Economics, 84: 104534. https://doi.org/10.1016/j.eneco.2019.104534
[Google Scholar]
- Zebra EIC, van der Windt HJ, Nhumaio G, and Faaij AP (2021). A review of hybrid renewable energy systems in mini-grids for off-grid electrification in developing countries. Renewable and Sustainable Energy Reviews, 144: 111036. https://doi.org/10.1016/j.rser.2021.111036
[Google Scholar]
- Zhao X, Mahendru M, Ma X, Rao A, and Shang Y (2022). Impacts of environmental regulations on green economic growth in China: New guidelines regarding renewable energy and energy efficiency. Renewable Energy, 187: 728-742. https://doi.org/10.1016/j.renene.2022.01.076
[Google Scholar]
|