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Factors Influencing Energy Consumption in the Context of Sustainable Development

Author

Listed:
  • Alina Zaharia

    (The Department of Agrifood and Environmental Economics, The Bucharest University of Economic Studies, 5–7 Mihail Moxa Street, District 1, 010961 Bucharest, Romania)

  • Maria Claudia Diaconeasa

    (The Department of Agrifood and Environmental Economics, The Bucharest University of Economic Studies, 5–7 Mihail Moxa Street, District 1, 010961 Bucharest, Romania)

  • Laura Brad

    (The Department of Finance & Accounting, University of Medicine, Pharmacy, Science and Technology of Targu-Mures, 38 Gheorghe Marinescu Street, 540139 Targu Mureș, Romania)

  • Georgiana-Raluca Lădaru

    (The Department of Agrifood and Environmental Economics, The Bucharest University of Economic Studies, 5–7 Mihail Moxa Street, District 1, 010961 Bucharest, Romania)

  • Corina Ioanăș

    (The Department of Accountancy, The Bucharest University of Economic Studies, 1–6 Piața Romană, District 1, 010961 Bucharest, Romania)

Abstract

Based on the global need to reduce the primary and final energy consumption, as part of the climate change mitigation strategy, the present study aims at determining the influence of different economic, social and environmental factors on the two types of consumption while emphasizing the importance of this topic for the research area. The novelty of the study resides in the factors considered in the panel analysis as well as in the combination of the analysis methods: the panel data analysis and the bibliometric analysis. The main results show that factors such as greenhouse gas emissions, gross domestic product, population and labour growth have a positive relationship with both primary and final energy consumption, which means an increase of energy consumption. Meanwhile, factors such as feminine population increase, healthcare expenditures or energy taxes have a negative relationship, which determine a reduction of energy consumption. The results should be of interest to the authorities in designing new energy reduction policies for contributing to sustainable development goals, as well as to the researchers.

Suggested Citation

  • Alina Zaharia & Maria Claudia Diaconeasa & Laura Brad & Georgiana-Raluca Lădaru & Corina Ioanăș, 2019. "Factors Influencing Energy Consumption in the Context of Sustainable Development," Sustainability, MDPI, vol. 11(15), pages 1-28, August.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:15:p:4147-:d:253634
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    as
    1. Azam, Muhammad & Khan, Abdul Qayyum & Zaman, Khalid & Ahmad, Mehboob, 2015. "Factors determining energy consumption: Evidence from Indonesia, Malaysia and Thailand," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1123-1131.
    2. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    3. Stamatios Ntanos & Michalis Skordoulis & Grigorios Kyriakopoulos & Garyfallos Arabatzis & Miltiadis Chalikias & Spyros Galatsidas & Athanasios Batzios & Apostolia Katsarou, 2018. "Renewable Energy and Economic Growth: Evidence from European Countries," Sustainability, MDPI, vol. 10(8), pages 1-13, July.
    4. Paul, Shyamal & Bhattacharya, Rabindra N., 2004. "Causality between energy consumption and economic growth in India: a note on conflicting results," Energy Economics, Elsevier, vol. 26(6), pages 977-983, November.
    5. Bülent Altay & Mert Topcu, 2015. "Relationship between Financial Development and Energy Consumption: The Case of Turkey," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(1), pages 18-24, March.
    6. Asafu-Adjaye, John, 2000. "The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries," Energy Economics, Elsevier, vol. 22(6), pages 615-625, December.
    7. Alam, M. Shahid, 2006. "Economic Growth with Energy," MPRA Paper 1260, University Library of Munich, Germany.
    8. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969, December.
    9. Ana-Maria Bercu & Gigel Paraschiv & Dan Lupu, 2019. "Investigating the Energy–Economic Growth–Governance Nexus: Evidence from Central and Eastern European Countries," Sustainability, MDPI, vol. 11(12), pages 1-21, June.
    10. Christy Glass & Alison Cook & Alicia R. Ingersoll, 2016. "Do Women Leaders Promote Sustainability? Analyzing the Effect of Corporate Governance Composition on Environmental Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 25(7), pages 495-511, November.
    11. Souhil Harchaoui & Petros Chatzimpiros, 2018. "Can Agriculture Balance Its Energy Consumption and Continue to Produce Food? A Framework for Assessing Energy Neutrality Applied to French Agriculture," Sustainability, MDPI, vol. 10(12), pages 1-14, December.
    12. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    13. Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
    14. Yulan Lv & Wei Chen & Jianquan Cheng, 2019. "Direct and Indirect Effects of Urbanization on Energy Intensity in Chinese Cities: A Regional Heterogeneity Analysis," Sustainability, MDPI, vol. 11(11), pages 1-20, June.
    15. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    16. Xingang Zhao & Yuzhuo Zhang & Ji Liang & Yanbin Li & Rongda Jia & Ling Wang, 2018. "The Sustainable Development of the Economic-Energy-Environment (3E) System under the Carbon Trading (CT) Mechanism: A Chinese Case," Sustainability, MDPI, vol. 10(1), pages 1-21, January.
    17. Kalu Uduma & Tomasz Arciszewski, 2010. "Sustainable Energy Development: The Key to a Stable Nigeria," Sustainability, MDPI, vol. 2(6), pages 1-13, June.
    18. Anderson, Austin & Rezaie, Behnaz, 2019. "Geothermal technology: Trends and potential role in a sustainable future," Applied Energy, Elsevier, vol. 248(C), pages 18-34.
    19. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    20. Zeb, Raheel & Salar, Laleena & Awan, Usama & Zaman, Khalid & Shahbaz, Muhammad, 2014. "Causal links between renewable energy, environmental degradation and economic growth in selected SAARC countries: Progress towards green economy," Renewable Energy, Elsevier, vol. 71(C), pages 123-132.
    21. Pasquale Marcello Falcone, 2018. "Green investment strategies and bank-firm relationship: a firm-level analysis," Economics Bulletin, AccessEcon, vol. 38(4), pages 2225-2239.
    22. Aydin, Mucahit, 2019. "The effect of biomass energy consumption on economic growth in BRICS countries: A country-specific panel data analysis," Renewable Energy, Elsevier, vol. 138(C), pages 620-627.
    23. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    24. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    25. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    26. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    27. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    28. Dong Tian & Min Zhang & Xuejian Wei & Jing Wang & Weisong Mu & Jianying Feng, 2018. "GIS-Based Energy Consumption and Spatial Variation of Protected Grape Cultivation in China," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
    29. Pasquale Marcello Falcone & Edgardo Sica, 2019. "Assessing the Opportunities and Challenges of Green Finance in Italy: An Analysis of the Biomass Production Sector," Sustainability, MDPI, vol. 11(2), pages 1-14, January.
    30. Suyi Kim, 2019. "CO2 Emissions, Foreign Direct Investments, Energy Consumption, and GDP in Developing Countries: A More Comprehensive Study using Panel Vector Error Correction Model," Korean Economic Review, Korean Economic Association, vol. 35, pages 5-24.
    31. Apergis, Nicholas & Payne, James E., 2011. "The renewable energy consumption-growth nexus in Central America," Applied Energy, Elsevier, vol. 88(1), pages 343-347, January.
    32. Caraiani, Chirața & Lungu, Camelia I. & Dascălu, Cornelia, 2015. "Energy consumption and GDP causality: A three-step analysis for emerging European countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 198-210.
    33. Bölük, Gülden & Mert, Mehmet, 2014. "Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries," Energy, Elsevier, vol. 74(C), pages 439-446.
    34. Ruhul Salim & Shuddhasattwa Rafiq & Sahar Shafiei & Yao Yao, 2019. "Does urbanization increase pollutant emission and energy intensity? evidence from some Asian developing economies," Applied Economics, Taylor & Francis Journals, vol. 51(36), pages 4008-4024, August.
    35. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    36. Schaeffer, Roberto & Szklo, Alexandre Salem & Pereira de Lucena, André Frossard & Moreira Cesar Borba, Bruno Soares & Pupo Nogueira, Larissa Pinheiro & Fleming, Fernanda Pereira & Troccoli, Alberto & , 2012. "Energy sector vulnerability to climate change: A review," Energy, Elsevier, vol. 38(1), pages 1-12.
    37. Domenico Campisi & Simone Gitto & Donato Morea, 2018. "An Evaluation of Energy and Economic Efficiency in Residential Buildings Sector: A Multi-criteria Analisys on an Italian Case Study," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 185-196.
    38. Pirlogea, Corina & Cicea, Claudiu, 2012. "Econometric perspective of the energy consumption and economic growth relation in European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5718-5726.
    Full references (including those not matched with items on IDEAS)

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