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Energy efficiency, financial inclusion, and socio-economic outcomes: Evidence across advanced, emerging, and developing countries

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  • Oyewole, Oluwatomisin J.
  • Al-Faryan, Mamdouh Abdulaziz Saleh
  • Adekoya, Oluwasegun B.
  • Oliyide, Johnson A.

Abstract

This study analyzes the effects of financial inclusion and energy efficiency on socio-economic performance across advanced, emerging, and developing economies. We view financial inclusion from the lens of access to and usage of financial services, while energy intensity represents energy efficiency. The panel quantile regression model is employed to capture the nonlinear impacts of financial inclusion and energy efficiency across the conditional distributions of the socio-economic indicators. We find that financial inclusion broadly improves the socio-economic markers, except employment in developing economies. Comparatively, the effect of access to financial services is stronger than the effect of the usage of financial services. On the other hand, the impact of energy efficiency is quite heterogeneous across the country groups and the socio-economic indicators, being sensitive to the level of economic development of the countries. Overall, energy efficiency has the strongest influence in advanced economies, but a moderate influence in the emerging and developing economies. Our results provide imperative policy reflections for the policymakers in the underlying countries, particularly on properly channeling financial resources and enhancing energy efficiency to benefit the various components of their economies.

Suggested Citation

  • Oyewole, Oluwatomisin J. & Al-Faryan, Mamdouh Abdulaziz Saleh & Adekoya, Oluwasegun B. & Oliyide, Johnson A., 2024. "Energy efficiency, financial inclusion, and socio-economic outcomes: Evidence across advanced, emerging, and developing countries," Energy, Elsevier, vol. 289(C).
  • Handle: RePEc:eee:energy:v:289:y:2024:i:c:s0360544223034564
    DOI: 10.1016/j.energy.2023.130062
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    as
    1. Sato, Yasuhiro & Zenou, Yves, 2015. "How urbanization affect employment and social interactions," European Economic Review, Elsevier, vol. 75(C), pages 131-155.
    2. Luqman, Muhammad & Antonakakis, Nikolaos, 2021. "Guns better than butter in Pakistan? The dilemma of military expenditure, human development, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    3. Santos, João & Borges, Afonso S. & Domingos, Tiago, 2021. "Exploring the links between total factor productivity and energy efficiency: Portugal, 1960–2014," Energy Economics, Elsevier, vol. 101(C).
    4. Tafadzwa Ruzive & Thando Mkhombo & Simbarashe Mhaka & Nomahlubi Mavikela & Andrew Phiri, 2019. "Electricity Intensity and Unemployment in South Africa: A Quantile Regression Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 9(1), pages 31-40.
    5. Neha Arora & Naresh Kumar, 2021. "Does Financial Inclusion Promote Human Development? Evidence from India," Jindal Journal of Business Research, , vol. 10(2), pages 163-184, December.
    6. Fisayo Fagbemi & Tolulope T. Osinubi, 2020. "Leveraging Foreign Direct Investment for Sustainability: An Approach to Sustainable Human Development in Nigeria," Working Papers 20/090, European Xtramile Centre of African Studies (EXCAS).
    7. Stavropoulos, S. & Burger, M.J., 2020. "Modelling strategy and net employment effects of renewable energy and energy efficiency: A meta-regression," Energy Policy, Elsevier, vol. 136(C).
    8. Smulders, Sjak & de Nooij, Michiel, 2003. "The impact of energy conservation on technology and economic growth," Resource and Energy Economics, Elsevier, vol. 25(1), pages 59-79, February.
    9. Aktar, Asikha & Alam, Md. Mahmudul & Al-Amin, Abul Quasem, 2021. "Global Economic Crisis, Energy Use, CO2 Emissions and Policy Roadmap amid COVID-19," OSF Preprints 69kje, Center for Open Science.
    10. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    11. Naceur, Samy Ben & Ghazouani, Samir, 2007. "Stock markets, banks, and economic growth: Empirical evidence from the MENA region," Research in International Business and Finance, Elsevier, vol. 21(2), pages 297-315, June.
    12. Costantini, Valeria & Crespi, Francesco & Paglialunga, Elena, 2018. "The employment impact of private and public actions for energy efficiency: Evidence from European industries," Energy Policy, Elsevier, vol. 119(C), pages 250-267.
    13. Akram, Rabia & Chen, Fuzhong & Khalid, Fahad & Huang, Guanhua & Irfan, Muhammad, 2021. "Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis," Energy, Elsevier, vol. 215(PB).
    14. Agovino, Massimiliano & Bartoletto, Silvana & Garofalo, Antonio, 2019. "Modelling the relationship between energy intensity and GDP for European countries: An historical perspective (1800–2000)," Energy Economics, Elsevier, vol. 82(C), pages 114-134.
    15. Deichmann,Uwe & Reuter,Anna & Vollmer,Sebastian & Zhang,Fan, 2018. "Relationship between energy intensity and economic growth : new evidence from a multi-country multi-sector data set," Policy Research Working Paper Series 8322, The World Bank.
    16. Weliswa Matekenya & Clement Moyo & Leward Jeke, 2021. "Financial inclusion and human development: Evidence from Sub-Saharan Africa," Development Southern Africa, Taylor & Francis Journals, vol. 38(5), pages 683-700, September.
    17. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    18. Koketso Molefhi, 2019. "Financial Inclusion and its Impact on Employment Creation in Botswana," Working Papers 60, Botswana Institute for Development Policy Analysis.
    19. Selvanathan, Eliyathamby A. & Selvanathan, Saroja & Jayasinghe, Maneka Savithri, 2021. "Revisiting Wagner’s and Keynesian’s propositions and the relationship between sectoral government expenditure and economic growth," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 355-370.
    20. Wen, Jun & Okolo, Chukwuemeka Valentine & Ugwuoke, Ifeanyi Celestine & Kolani, Kibir, 2022. "Research on influencing factors of renewable energy, energy efficiency, on technological innovation. Does trade, investment and human capital development matter?," Energy Policy, Elsevier, vol. 160(C).
    21. Grimm, Michael & Paffhausen, Anna Luisa, 2015. "Do interventions targeted at micro-entrepreneurs and small and medium-sized firms create jobs? A systematic review of the evidence for low and middle income countries," Labour Economics, Elsevier, vol. 32(C), pages 67-85.
    22. Díaz, Antonia & Marrero, Gustavo A. & Puch, Luis A. & Rodríguez, Jesús, 2019. "Economic growth, energy intensity and the energy mix," Energy Economics, Elsevier, vol. 81(C), pages 1056-1077.
    23. Rajbhandari, Ashish & Zhang, Fan, 2018. "Does energy efficiency promote economic growth? Evidence from a multicountry and multisectoral panel dataset," Energy Economics, Elsevier, vol. 69(C), pages 128-139.
    24. Demir, Firat & Lee, Sunhyung, 2022. "Foreign direct investment, capital accumulation, and growth: The rise of the Emerging South," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 779-794.
    25. Wei, Max & Patadia, Shana & Kammen, Daniel M., 2010. "Putting renewables and energy efficiency to work: How many jobs can the clean energy industry generate in the US?," Energy Policy, Elsevier, vol. 38(2), pages 919-931, February.
    26. Karavias, Yiannis & Tzavalis, Elias, 2014. "Testing for unit roots in short panels allowing for a structural break," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 391-407.
    27. Yasuhiro Sato & Yves Zenou, 2015. "How urbanization affect employment and social interactions," Post-Print hal-04329664, HAL.
    28. Moscovitch, Edward, 1994. "DSM in the broader economy: The economic impacts of utility efficiency programs," The Electricity Journal, Elsevier, vol. 7(4), pages 14-28, May.
    29. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    30. Bruhn, Miriam & Love, Inessa, 2009. "The economic impact of banking the unbanked : evidence from Mexico," Policy Research Working Paper Series 4981, The World Bank.
    31. Josephine Ofosu‐Mensah Ababio & Edward Attah‐Botchwey & Eric Osei‐Assibey & Charles Barnor, 2021. "Financial inclusion and human development in frontier countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 42-59, January.
    32. David Powell, 2022. "Quantile regression with nonadditive fixed effects," Empirical Economics, Springer, vol. 63(5), pages 2675-2691, November.
    33. Loan Thi-Hong Van & Anh The Vo & Nhan Thien Nguyen & Duc Hong Vo, 2021. "Financial Inclusion and Economic GROWTH: An International Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 239-263, January.
    34. Mahmood Ahmad & Abdul Majeed & Muhammad Asif Khan & Muhammad Sohaib & Khurram Shehzad, 2021. "Digital financial inclusion and economic growth: provincial data analysis of China," China Economic Journal, Taylor & Francis Journals, vol. 14(3), pages 291-310, September.
    35. Maidment, Christopher D. & Jones, Christopher R. & Webb, Thomas L. & Hathway, E. Abigail & Gilbertson, Jan M., 2014. "The impact of household energy efficiency measures on health: A meta-analysis," Energy Policy, Elsevier, vol. 65(C), pages 583-593.
    36. Zhang, Shaohui & Worrell, Ernst & Crijns-Graus, Wina & Krol, Maarten & de Bruine, Marco & Geng, Guangpo & Wagner, Fabian & Cofala, Janusz, 2016. "Modeling energy efficiency to improve air quality and health effects of China’s cement industry," Applied Energy, Elsevier, vol. 184(C), pages 574-593.
    37. Osei, Michael J. & Kim, Jaebeom, 2020. "Foreign direct investment and economic growth: Is more financial development better?," Economic Modelling, Elsevier, vol. 93(C), pages 154-161.
    38. Heindl, Peter & Voigt, Sebastian, 2012. "Employment effects of regional climate policy: The case of renewable energy promotion by feed-in tariffs," ZEW Discussion Papers 12-066, ZEW - Leibniz Centre for European Economic Research.
    39. Asteriou, Dimitrios & Spanos, Konstantinos, 2019. "The relationship between financial development and economic growth during the recent crisis: Evidence from the EU," Finance Research Letters, Elsevier, vol. 28(C), pages 238-245.
    40. Chen, Tianqi & Zhang, Yi & Jiang, Cailou & Li, Hui, 2023. "How does energy efficiency affect employment? Evidence from Chinese cities," Energy, Elsevier, vol. 280(C).
    41. Cantore, Nicola & Calì, Massimiliano & Velde, Dirk Willem te, 2016. "Does energy efficiency improve technological change and economic growth in developing countries?," Energy Policy, Elsevier, vol. 92(C), pages 279-285.
    42. Burns, Darren K. & Jones, Andrew P. & Goryakin, Yevgeniy & Suhrcke, Marc, 2017. "Is foreign direct investment good for health in low and middle income countries? An instrumental variable approach," Social Science & Medicine, Elsevier, vol. 181(C), pages 74-82.
    43. Abiola A. Babajide & Folasade B. Adegboye & Alexander E. Omankhanlen, 2015. "Financial Inclusion and Economic Growth in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 5(3), pages 629-637.
    44. Md Abdullah Omar & Kazuo Inaba, 2020. "Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-25, December.
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    More about this item

    Keywords

    Energy efficiency; Financial inclusion; Socio-economic performance; Panel quantile regression;
    All these keywords.

    JEL classification:

    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • P34 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Finance
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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