Brown vs green energy sources and resource productivity: The role of human capital and technology transfer in developing economies
Abstract
This study determined the impacts of non-renewable and renewable energy consumption on natural resource productivity alongside human capital and technology transfer roles for 40 selected developing economies. The study relied on a dataset sourced between 1991 and 2021. The study applied the method of moments quantile regression (MMQREG) procedure for the analyses while ensuring inferential robustness through the fully modified ordinary least squares (FMOLS), dynamic OLS (DOLS), and Driscoll-Kraay (D-K) methods. Empirically, the study revealed that an increase in brown energy consumption exhausted resource productivity from the lower to the upper quantiles. In contrast, green energy utilisation enhanced resource productivity from the lower to the higher quantiles. Also, while human capital adversely affected resource productivity for both energy means, technology transfer positively impacted it from the lower to the upper quantiles. Likewise, inferences from the DOLS, FMOLS, and D-K techniques revealed similar findings. However, despite non-renewable energy being the dominant means of energy in these developing economies, the size of its adverse impact on resource productivity falls short of the increasing effect of renewable energy across all quantiles. Also, the magnitude of the negative impact of human capital on resource productivity is marginally more substantial with non-renewable energy. In contrast, the robustness of the enhancing impact of technology transfer is slightly more with renewable energy.
References
1. Sharif, A., Raza, S. A., Ozturk, I., & Afshan, S. (2019). The dynamic relationship of renewable and non-renewable energy consumption with carbon emission: a global study with the application of heterogeneous panel estimations. Renewable Energy, 133, 685-691.
2. Sharif, A., Baris-Tuzemen, O., Uzuner, G., Ozturk, I., & Sinha, A. (2020). Revisiting the role of renewable and non-renewable energy consumption on Turkey's ecological footprint: Evidence from Quantile ARDL approach. Sustainable Cities and Society, 57, 102138.
3. Shahbaz, M., Khan, S., Ali, A., & Bhattacharya, M. (2017). The impact of globalisation on CO2 emissions in China. The Singapore Economic Review, 62(04), 929-957.
4. Asumadu-Sarkodie, S., & Owusu, P. A. (2017). The causal nexus between carbon dioxide emissions and agricultural ecosystem—an econometric approach. Environmental Science and Pollution Research, 24(2), 1608-1618.
5. Adom, P. K., Bekoe, W., Amuakwa-Mensah, F., Mensah, J. T., & Botchway, E. (2012). Carbon dioxide emissions, economic growth, industrial structure, and technical efficiency: Empirical evidence from Ghana, Senegal, and Morocco on the causal dynamics. Energy, 47(1), 314-325.
6. Zhang, C., & Lin, Y. (2012). Panel estimation for urbanisation, energy consumption and CO2 emissions: A regional analysis in China. Energy policy, 49, 488-498.
7. Aladejare, S.A. (2020). Energy utilisation, economic prosperity and environmental quality in West Africa: is there an asymmetric nexus? International Journal of Energy, Environment, and Economics, 28(3), 166-191.
8. Baek, J. (2016). Do nuclear and renewable energy improve the environment? Empirical evidence from the United States. Ecological Indicators, 66, 352-356.
9. Sarkar, M. S. K., Sadeka, S., Sikdar, M. M. H., & Zaman, B. (2015). Energy consumption and CO2 emissions in Bangladesh: trends and policy implications. Asia Pacific Journal of Energy and Environment, 2(3), 175-182.
10. Tang, C.F., & Tan, B.W. (2015). The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam. Energy, 79, 447-454.
11. Aladejare, S.A., & Nyiputen, I.R. (2022). Ecological response to Industrialisation drivers in Africa. Environemental Development, 47, 100896.
12. Anwar, A., Siddique, M., Eyup, D., & Sharif, A. (2021) The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression. Renewable Energy, 164, 956-967.
13. Aladejare, S.A., Ebi, B.O., & Ubi, S.P. (2022). Quality of life and the fundamental issues to be addressed in west African countries. Journal of Economic Cooperation and Development, 43(2), 225-252.
14. Aladejare, S.A., & Osagu, F.N. (2023). Assessing quality of life from the lens of sustainability in Africa. Researchsquare.com.
15. BP—British Petroleum statistical review of world energy (2022).
16. OWD—Our World in Data (2022).
17. Bilgili, F., Koçak, E., & Bulut, Ü. (2016). The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach. Renewable and Sustainable Energy Reviews, 54, 838-845.
18. Ellabban, O., Abu-Rub, H., & Blaabjerg, F. (2014). Renewable energy resources: Current status, future prospects and their enabling technology. Renewable and Sustainable Energy Reviews, 39, 748-764.
19. Wei, X., Liu, J., Wei, T., & Wang, L. (2017). High Proportion Renewable Energy Supply and Demand Structure Model in 2050. Journal of Clean Energy Technologies, 5(2), 163-169.
20. Paramati, S. R., Sinha, A., & Dogan, E. (2017). The significance of renewable energy use for economic output and environmental protection: evidence from the Next 11 developing economies. Environmental Science and Pollution Research, 24(15), 13546-13560.
21. Paramati, S. R., Apergis, N., & Ummalla, M. (2018). Dynamics of renewable energy consumption and economic activities across the agriculture, industry, and service sectors: evidence in the perspective of sustainable development. Environmental Science and Pollution Research, 25(2), 1375-1387.
22. Aladejare, S.A. (2018). Resource price, macroeconomic distortions, and public outlay: Evidence from oil-exporting countries. International Economic Journal, 32(2), 199-218.
23. Abid, N., Ceci, F., & Razzaq, A. (2023). Inclusivity of information and communication technology in ecological governance for sustainable resources management in G10 countries. Resources Policy, 81, 103378.
24. Aladejare, S.A. (2023a) Renewable energy and ecological sustainability in Africa: Does foreign debt and financial globalisation matter? Researchsquare.com. https://doi.org/10.21203/rs.3.rs-2723366/v2
25. IMF—International Monetary Fund (2023). world economic outlook database April 2023.
26. Aladejare, S.A. (2022a). Are public spending determinants significant in per capita budget spending decisions in Nigeria? International Journal of Finance and Economics, 27(1), 192-206.
27. CGEP—Centre on Global Energy Policy (2019). Energy and development in a changing world: A framework for the 21th century. Available at https://www.energypolicy.columbia.edu accessed on 18/05/2023.
28. Lucas, R. Jr. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22, 3–42.
29. Romer, P. (1990). Endogenous technological change. Journal of Political Economy, 98(5), 71–102.
30. Barro, R. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407–443.
31. Sala-i-Martin, X. (1994). Economic growth, cross-sectional regressions and the empirics of economic growth. European Economic Review, 38, 739–747.
32. Rahman, M.M., & Velayuthan, E. (2020). Renewable and non-renewable energy consumption –economic growth nexus: New evidence from South Asia. Renewable energy, 147, 399- 1708.
33. Maji, I.K., & Suleiman, C. (2020). Renewable energy consumption and economic growth nexus: A fresh evidence from West Africa. Energy Reports, 5, 384-392.
34. Awodumi, B.O., & Adewuyi, A.O. (2020). The role of non-renewable energy consumption in economic growth and carbon emission: Evidence from oil producing economies in Africa. Energy strategy Reviews, 27, 100434.
35. Taskin, D., Vardar, G., & Okon, B. (2020). Does renewable energy promote green economic growth in OECD countries. Sustainability Accounting Management and policy Journals, 11(4), 777-798.
36. Shahbaz, M., Raghutla, C., Chitledi, R.K., Jiao, Z. & Vo, XV (2020). The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index. Energy, 118162.
37. Saidi, K., & Omri, A. (2020). The impact of renewable energy on carbon emissions and economic growth in 15 major energy-consuming countries. Environmental Research, 186, 109567.
38. Chen, C., Prinar, M., & Stengos, T. (2020). Renewable energy consumption and economic growth nexus; Evidence from a threshold model. Energy policy, 139, 111295.
39. Anser, K.M., Shabbir, S.M., Tabash, I.M., Alishah, S.H., Peng, Y.M., & Lopez, B.L. (2021). Do renewable energy sources improve clean environmental economic growth? Empirical investigation from South-Asian countries. Economics. Energy Exploration and Exploitation, 39(5), 1491-1514.
40. Baz, K., Jinhua, C., XU, D., Abbas, K., Ali, I., Ali, H., & Fang, C. (2021). Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A non-linear technique. Energy, 226, 120357.
41. Mohsin, M., Karman, W.H., Nawaza, M., Hussain, S.M., & Dahri, A.S. (2021). Assessing the impact of transition from non-renewable to renewable energy consumption on economic growth environmental nexus from developing Asian economies. Journal of Environmental Management, 284, 111999.
42. Yikun, Z., Gul, A., Saleem, S., Shabbir, M.S., Bilal, K., & Abbasi, M.H. (2021). The relationship between renewable energy sources and sustainable economic growth: Evidence from SAARC countries. Environmental science and pollution Research, 28, 33390-33399.
43. Li, Z., Leong, L.W., Aldoseri, M.M.N., Muda, I., Abu-Rumman, A., & Shraah, A.A. (2023). Examining the role of sustainability and natural resources management in improving environmental quality: Evidence from Asian countries. Resources Policy, 103136.
44. Usman, F.K., & Adeyinka, O.B. (2019). Effect of human capital development on economic growth of ECOWAS countries. Advances in sciences and Humanities, 5(1), 27-42.
45. Gwale, L., & Wagner, H. (2020). The role of institutional quality and human capital for economic growth across Chinese provinces. A dynamic panel approach. Journal of Chinese Economic and Business Studies, 18(3), 209-227.
46. Dnig, X., Huang, Y., Gao, W., & Min, A.W. (2021). A comparative study of the impacts of human capital and physical capital on building sustainable economies at different stages of economic development. Energies, 14(19), 6259.
47. Rahim, S., Murshed, M., Umarbayli, S., Kirikkaleli, D., Ahmad, M., Tufail, M., & Wahab, S. (2021). Do natural resources abundance and human capital development promote economic growth? A study on the resources curse hypotheses in next-11 countries. Resource Environment and sustainability, 4, 100018.
48. Sonmez, E.D., & Cemaloglu, N. (2021). The effect of education as a component of human capital on economic growth: A panel VAR analysis. Eurasian Journal of Education Research, 93, 135-164.
49. Shidong, L., Chupradit, S., Maneengam, A., Suksatan, W., Phan, T.C. & Ngoc, N.Q. (2022). The moderating role of human capital and renewable energy in promoting economic development in G-10 economics: Evidence from CUP-FM and CUP-BC. Methods. Renewable Energy, 189, 180-187.
50. Aladejare, S.A. (2023b). Economic prosperity, asymmetric resource income, and ecological demands in resource-reliant economies. Resources Policy, 82, 103435.
51. Gyedu, S., Heng, T., Ntarmah, H.A., He, Y., & Frimppong, E. (2021). The impact of innovation on economic growth among G7 and BRICS countries. A GMM style panel vector auto Regressive Approach. Technological Forecasting and social Change, 173, 121169.
52. Ahmad, M., Jiang, P., Murshed, M., Shehzad, K., Akram, R., Cui, L., & Khan, Z. (2021). Modelling the dynamic linkages between eco-innovation, urbanisation, economic growth and ecological footprints for G7 countries: Does financial globalisation matter? Sustainable Cities and Society, 70, 102881.
53. Belazreg, W., & Mtar, K. (2021). Causal nexus between innovations, financial development, and economic growth: The case of OECD countries. Journal of the Knowledge Economy, 12, 310–341.
54. Khan, A., Chenggang, Y., Hussain, J., & Kui, Z. (2021). Impact of technological innovation, financial development and foreign direct investment on renewable energy, non-renewable energy and the environment in Belt & Road Initiative countries. Renewable Energy, 171, 479–491.
55. Skare, M., & Malgorzata, P.R. (2022). The role of innovations in sustainable growth: A dynamic panel study on micro and macro level (1990 - 2019). Technological Forecasting & Social Change, 175, 121337.
56. Fang, W., Liu, Z., Romadhoni, A., & Surya, P. (2022). Role of research and development in green economic growth through renewable energy development: Empirical evidence from South Asia. Renewable Energy, 192, 1142-1152.
57. Kurniawati M.A. (2022). Analysis of the impact of information and communication technology on economic growth: Financial evidence from Asian countries. Journal of Asian Business and Economic Studies, 29(1), 2-18.
58. Anakpo, G., & Ayenubi, A. (2022). Technological innovation and economic growth in Southern Africa: application of panel dynamic OLS regression. Development southern Africa, 39(4), 543-557.
59. Iqbal, K., Sarfraz, M., & Khurshid. (2023). Exploring the role of information communication technology, trade, and foreign direct investment to promote sustainable economic growth: Evidence from Belt and Road Initiative economies. Sustainable Development, 31(3), 1526-1535.
60. Aladejare, S.A., & Musa, M.A. (2024). Does rising resources income, consumer prices, government outlay, and globalisation hinder Africa's sustainable development? International Journal of Technology Management & Sustainable Development, 23(1), 37–62.
61. Rees, W.E. (2000). Eco-footprint analysis: Merits and brickbats. Ecological Economics, 32, 371–374.
62. Ehrlich, P., Holdren, J. (1971). Impact of population growth. Science, 171, 1212–1217.
63. World Bank (2023). World Development Indicator.
64. GFN—Global footprint network, (2022).
65. Feenstra, R.C., Inklaar, R., & Timmer, M.P. (2015). The next generation of the Penn World table. American Economic Review, 105(10), 3150-3182.
66. Gygli, S., Haelg, F., Potrafke, N., & Sturm, J. (2019). The KOF Globalisation Index-revisited. The Review of International Organisation, 14, 543-574.
67. Pedroni, P. (2004). Panel cointegration: asymptotic and finite sample properties of pooled time series test with an application to the PPP hypothesis. Econometric theory, 20(3), 597–625.
68. Ike, G.N., Usman, O., & Sarkodie, S.A. (2020). Testing the role of oil production in the environmental Kuznets curve of oil producing countries: New insights from method of moments quantile regression. Science of the Total Environment, 711, 135208.
69. Kao, C., & Chiang, M.H. (2001). On the estimation and inference of a cointegrated regression in panel data. In Non-stationary panels, panel cointegration, and dynamic panels. Emerald Group Publishing Limited, 179–222.
70. Aladejare, S.A. (2022b). Population health, infrastructure development and FDI inflows to Africa: A regional comparative analysis. Asian Journal of Economic Modelling, 10(3), 192-206.
71. Driscoll, J.C., & Kraay, A.C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics. 80(4), 549–560.
72. Aladejare, S.A. (2023c). Does external debt promote human longevity in developing countries? Evidence from West African countries. Fudan Journal of Humanities and Social Sciences, 16(2), 213-237.
73. Machado, J.A.F., & Santos Silva, J.M.C. (2019). Quantiles via moments. Journal of Econometrics, 213(1), 145–173.
74. UNEP—United Nations Environment Programme (2013). China outpacing rest of world in natural resource use. Available at https://www.unep.org sourced on 31/05/2023.
75. Nawaz, M. A., Azam, M. A., & Bhatti, M. A. (2019). Natural resources depletion and economic growth: Evidence from ASEAN countries. Pakistan Journal of Economic Studies, 2(2), 58-77.
76. Fox, J. (2023). ASEAN economic outlook 2023. ASEAN Briefing. Available at www.aseanbriefing.com sourced 31/05/2023.
77. World Bank (2023). Brazil can be both richer and greener: World Bank Group outlines opportunities for climate action and growth. Available at https://www.worldbank.org sourced on 31/05/2023.
78. UNEP—United Nations Environment Programme (2017). Six African countries switch to green business development for sustainable growth. Available at https://www.unep.org sourced on 31/05/2023.
79. World Bank (2019). High-performance health-financing for universal health coverage: Driving sustainable, inclusive growth in the 21th century.
80. Aladejare, S.A. (2023d). The human well-being and environmental degradation nexus in Africa. Environmental Science and Pollution Research, 30, 12098-12113.
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