IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v278y2023ics0360544223011854.html
   My bibliography  Save this article

Dynamic prognostic interaction between social development and energy consumption optimization: Evidence from european union member countries

Author

Listed:
  • Abbas, Khizar
  • Butt, Khalid Manzoor
  • Xu, Deyi
  • Baz, Khan
  • Sheraz, Muhammad
  • Kharl, Sanwal Hussain

Abstract

Analyzing optimization of energy use becomes only possible when their interactions with the indicators of social development are properly estimated. The study employed the panel VAR and impulse response functions to investigate this causal interaction by analyzing panel data from 27 EU countries. The results reveal that a 1% increase in renewable energy consumption contributes to raising life expectancy, fertility and education by 2.20%, 1.27% and 2.11% respectively. However, a 1% surge in fossil fuel utilization contributes to lower life expectancy and fertility by 0.66% and 2.76% and gives rise to education by 0.33%. Reciprocally, fertility, education and research and development contribute to renewable energy utilization by 1.75%, 2.82% and 3.34% respectively whereas research and development contribute to decreasing fossil fuel combustion by 3.57%. Lastly, urbanization and internet subscriptions were found to have no statistically significant interaction with energy use, inferring that these social factors do not contribute to energy use. Therefore, this study urges policymakers to invest in the education sector and research and development to achieve sustainable socio-economic development by simultaneously optimizing energy consumption and increasing the overall share of renewable energy by diversifying its production from green energy sources (solar, wind and hydro) in the EU countries.

Suggested Citation

  • Abbas, Khizar & Butt, Khalid Manzoor & Xu, Deyi & Baz, Khan & Sheraz, Muhammad & Kharl, Sanwal Hussain, 2023. "Dynamic prognostic interaction between social development and energy consumption optimization: Evidence from european union member countries," Energy, Elsevier, vol. 278(C).
  • Handle: RePEc:eee:energy:v:278:y:2023:i:c:s0360544223011854
    DOI: 10.1016/j.energy.2023.127791
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223011854
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2023.127791?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kuriqi, Alban & Pinheiro, António N. & Sordo-Ward, Alvaro & Garrote, Luis, 2019. "Flow regime aspects in determining environmental flows and maximising energy production at run-of-river hydropower plants," Applied Energy, Elsevier, vol. 256(C).
    2. Newman, Barbara A. & Thomson, Randall J., 1989. "Economic growth and social development: A longitudinal analysis of causal priority," World Development, Elsevier, vol. 17(4), pages 461-471, April.
    3. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    4. Erik Hjalmarsson & Pär Österholm, 2010. "Testing for cointegration using the Johansen methodology when variables are near-integrated: size distortions and partial remedies," Empirical Economics, Springer, vol. 39(1), pages 51-76, August.
    5. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    6. Zafar, Muhammad Wasif & Shahbaz, Muhammad & Sinha, Avik & Sengupta, Tuhin & Qin, Quande, 2020. "How Renewable Energy Consumption Contribute to Environmental Quality? The Role of Education in OECD Countries," MPRA Paper 100259, University Library of Munich, Germany, revised 08 May 2020.
    7. Luis D. del Corral Morales & Roula Inglesi-Lotz, 2017. "The effect of education on a country’s energy consumption: Evidence from developed and developing countries," Working Papers 678, Economic Research Southern Africa.
    8. Gamze Sart & Yilmaz Bayar & Funda Hatice Sezgin & Marina Danilina, 2022. "Impact of Educational Attainment on Renewable Energy Use: Evidence from Emerging Market Economies," Energies, MDPI, vol. 15(7), pages 1-15, April.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Rahman, Mohammad Mafizur & Vu, Xuan-Binh, 2020. "The nexus between renewable energy, economic growth, trade, urbanisation and environmental quality: A comparative study for Australia and Canada," Renewable Energy, Elsevier, vol. 155(C), pages 617-627.
    11. Roula Inglesi-Lotz & Luis Diez del Corral Morales, 2017. "The Effect of Education on a Country’s Energy Consumption: Evidence from Developed and Developing Countries," Working Papers 201733, University of Pretoria, Department of Economics.
    12. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    13. Wang, Zhaohua & Asghar, Muhammad Mansoor & Zaidi, Syed Anees Haider & Nawaz, Kishwar & Wang, Bo & Zhao, Wehui & Xu, Fengxing, 2020. "The dynamic relationship between economic growth and life expectancy: Contradictory role of energy consumption and financial development in Pakistan," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 257-266.
    14. Cho, Youngsang & Lee, Jongsu & Kim, Tai-Yoo, 2007. "The impact of ICT investment and energy price on industrial electricity demand: Dynamic growth model approach," Energy Policy, Elsevier, vol. 35(9), pages 4730-4738, September.
    15. Wang, Shaojian & Li, Guangdong & Fang, Chuanglin, 2018. "Urbanization, economic growth, energy consumption, and CO2 emissions: Empirical evidence from countries with different income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2144-2159.
    16. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    17. Oussama BEN ABDELKARIM & Adel BEN YOUSSEF & Hatem M'HENNI & Christophe RAULT, 2014. "Testing the causality between electricity consumption, energy use and education in Africa," William Davidson Institute Working Papers Series wp1084, William Davidson Institute at the University of Michigan.
    18. Abbas, Khizar & Li, Shixiang & Xu, Deyi & Baz, Khan & Rakhmetova, Aigerim, 2020. "Do socioeconomic factors determine household multidimensional energy poverty? Empirical evidence from South Asia," Energy Policy, Elsevier, vol. 146(C).
    19. Wang, Qiang, 2014. "Effects of urbanisation on energy consumption in China," Energy Policy, Elsevier, vol. 65(C), pages 332-339.
    20. Mervyn A. King, 1974. "Economic Growth And Social Development: A Statistical Investigation," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 20(3), pages 251-272, September.
    21. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    22. Natalia Kowalska & Ewelina Brodawka & Adam Smoliński & Katarzyna Zarębska, 2022. "The European Education Initiative as a Mitigation Mechanism for Energy Transition," Energies, MDPI, vol. 15(18), pages 1-18, September.
    23. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    24. Khribich, Abir & Kacem, Rami H. & Dakhlaoui, Ahlem, 2021. "Causality nexus of renewable energy consumption and social development: Evidence from high-income countries," Renewable Energy, Elsevier, vol. 169(C), pages 14-22.
    25. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    26. Romano, Antonio A. & Scandurra, Giuseppe & Carfora, Alfonso & Fodor, Mate, 2017. "Renewable investments: The impact of green policies in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 738-747.
    27. Gill, Carrie & Lang, Corey, 2018. "Learn to conserve: The effects of in-school energy education on at-home electricity consumption," Energy Policy, Elsevier, vol. 118(C), pages 88-96.
    28. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    29. Abbas, Khizar & Xie, Xiaoqing & Xu, Deyi & Butt, Khalid Manzoor, 2021. "Assessing an empirical relationship between energy poverty and domestic health issues: A multidimensional approach," Energy, Elsevier, vol. 221(C).
    30. Bartosz Jóźwik & Antonina-Victoria Gavryshkiv & Kinga Galewska, 2022. "Do Urbanization and Energy Consumption Change the Role in Environmental Degradation in the European Union Countries?," Energies, MDPI, vol. 15(17), pages 1-14, September.
    31. Baz, Khan & Xu, Deyi & Ampofo, Gideon Minua Kwaku & Ali, Imad & Khan, Imran & Cheng, Jinhua & Ali, Hashmat, 2019. "Energy consumption and economic growth nexus: New evidence from Pakistan using asymmetric analysis," Energy, Elsevier, vol. 189(C).
    32. Kuriqi, Alban & Pinheiro, António N. & Sordo-Ward, Alvaro & Bejarano, María D. & Garrote, Luis, 2021. "Ecological impacts of run-of-river hydropower plants—Current status and future prospects on the brink of energy transition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 142(C).
    33. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    34. repec:bla:revinw:v:20:y:1974:i:3:p:251-72 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lee, Chien-Chiang & Hussain, Jafar & Mu, Xian, 2024. "Renewable energy and carbon-neutral gaming: A holistic approach to sustainable electricity," Energy, Elsevier, vol. 297(C).
    2. Abir Khribich & Rami H. Kacem & Damien Bazin, 2024. "The Determinants of Renewable Energy Consumption: Which Factors are Most Important?," GREDEG Working Papers 2024-08, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dobnik, Frauke, 2011. "Energy Consumption and Economic Growth Revisited: Structural Breaks and Cross-section Dependence," Ruhr Economic Papers 303, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2021. "Do educational levels influence the environmental quality? The role of renewable and non-renewable energy demand in selected BRICS countries with a new policy perspective," Renewable Energy, Elsevier, vol. 164(C), pages 419-432.
    3. Gamze Sart & Mehmet Hilmi Ozkaya & Yilmaz Bayar, 2022. "Education, Financial Development, and Primary Energy Consumption: An Empirical Analysis for BRICS Economies," Sustainability, MDPI, vol. 14(12), pages 1-14, June.
    4. Frauke Dobnik, 2011. "Energy Consumption and Economic Growth Revisited: Structural Breaks and Cross-section Dependence," Ruhr Economic Papers 0303, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    5. repec:zbw:rwirep:0303 is not listed on IDEAS
    6. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    7. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    8. Shrestha, Anil & Mustafa, Andy Ali & Htike, Myo Myo & You, Vithyea & Kakinaka, Makoto, 2022. "Evolution of energy mix in emerging countries: Modern renewable energy, traditional renewable energy, and non-renewable energy," Renewable Energy, Elsevier, vol. 199(C), pages 419-432.
    9. Huaping Sun & Love Enna & Augustine Monney & Dang Khoa Tran & Ehsan Rasoulinezhad & Farhad Taghizadeh-Hesary, 2020. "The Long-Run Effects of Trade Openness on Carbon Emissions in Sub-Saharan African Countries," Energies, MDPI, vol. 13(20), pages 1-18, October.
    10. Mehmood, Usman, 2021. "Contribution of renewable energy towards environmental quality: The role of education to achieve sustainable development goals in G11 countries," Renewable Energy, Elsevier, vol. 178(C), pages 600-607.
    11. Waqas & Dilawar Khan & Róbert Magda, 2022. "The Impact of Forest Wood Product Exports on Environmental Performance in Asia," Sustainability, MDPI, vol. 14(20), pages 1-14, October.
    12. Trofimov, Ivan D., 2022. "Determinants of the profit rates in the OECD economies: A panel data analysis of the Kalecki's profit equation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 380-397.
    13. Mahalik , Mantu Kumar & Le, Thai-Ha & Le, Ha-Chi & Subhadra , Sushree, 2022. "Does Higher Education Level Matter for The Reduction of Non-Renewable Energy Demand? Insights from the World’s Largest Greenhouse Gas Emitters," Journal of Economic Development, The Economic Research Institute, Chung-Ang University, vol. 47(3), pages 29-56, September.
    14. Mehdi Nemati & Wuyang Hu & Michael Reed, 2019. "Are free trade agreements good for the environment? A panel data analysis," Review of Development Economics, Wiley Blackwell, vol. 23(1), pages 435-453, February.
    15. Mirza, Faisal Mehmood & Sinha, Avik & Khan, Javeria Rehman & Kalugina, Olga A. & Zafar, Muhammad Wasif, 2022. "Impact of Energy Efficiency on CO2 Emissions: Empirical Evidence from Developing Countries," MPRA Paper 111923, University Library of Munich, Germany, revised 2022.
    16. Madhu Sehrawat & Sanjay Kumar Singh, 2021. "Do Corruption and Income Inequality Play Spoilsport in The Energy Efficiency-Growth Relationship in BRICS Countries?," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 727-746, December.
    17. Baz, Khan & Xu, Deyi & Cheng, Jinhua & Zhu, Yongguang & Huaping, Sun & Ali, Hashmat & Abbas, Khizar & Ali, Imad, 2022. "Effect of mineral resource complexity and fossil fuel consumption on economic growth: A new study based on the product complexity index from emerging Asian economies," Energy, Elsevier, vol. 261(PB).
    18. Hichem Saidi & Khaled Guesmi & Houssem Rachdi, 2016. "Capital Account Liberalization, Financial Development and Economic Growth in Presence of Structural Breaks and Cross-Section Dependence," Economics Bulletin, AccessEcon, vol. 36(4), pages 2225-2236.
    19. Fateh Belaïd & Maha Harbaoui Zrelli, 2016. "Renewable and Non-Renewable Electricity Consumption, Carbon Emissions and GDP: Evidence From Mediterranean Countries," Working Papers 1037, Economic Research Forum, revised Aug 2016.
    20. Belaïd, Fateh & Zrelli, Maha Harbaoui, 2019. "Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries," Energy Policy, Elsevier, vol. 133(C).
    21. Passant M. B. Selim & Hasan Güngör, 2021. "Inequality and financial development: Evidence from selected MENA region countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2732-2747, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:278:y:2023:i:c:s0360544223011854. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.