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Examining the Industrial Energy Consumption Determinants: A Panel Bayesian Model Averaging Approach

Author

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  • Djula Borozan

    (Faculty of Economics in Osijek, Josip Juraj Strossmayer University of Osijek, Gajev trg 7, 31000 Osijek, Croatia)

  • Luka Borozan

    (Department of Mathematics, Josip Juraj Strossmayer University of Osijek, Gajev trg 3, 31000 Osijek, Croatia)

Abstract

The paper explores the impact of early stage and established entrepreneurs on industrial energy consumption across European countries for the period 2001–2017. It proposes that industrial energy consumption is a complex multifaceted result of value-added activities conducted by different types of entrepreneurs and the quality of macroeconomic and entrepreneurial framework conditions, which support or hinder entrepreneurial activity and consequently energy use. After selecting the most appropriate model using a panel Bayesian averaging model approach, a fixed effects panel regression analysis was conducted to investigate more deeply the impact of different types of entrepreneurs on industrial energy consumption. The results show that early stage and established entrepreneurs exhibit different behavioral patterns with respect to energy use. The former follows, although statistically insignificantly, a U-shaped energy use curve. By contrast, the latter follows statistically significantly an inverted U-shaped curve. Additionally, the results confirm the important role of the governments and other policy authorities in creating favorable framework conditions, which can support the changes in behavioral energy practices and the development of new or established businesses aiming for sustainability.

Suggested Citation

  • Djula Borozan & Luka Borozan, 2019. "Examining the Industrial Energy Consumption Determinants: A Panel Bayesian Model Averaging Approach," Energies, MDPI, vol. 13(1), pages 1-17, December.
  • Handle: RePEc:gam:jeners:v:13:y:2019:i:1:p:70-:d:300770
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    References listed on IDEAS

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    1. Djula Borozan, 2018. "Efficiency of Energy Taxes and the Validity of the Residential Electricity Environmental Kuznets Curve in the European Union," Sustainability, MDPI, vol. 10(7), pages 1-16, July.
    2. Sun, Sizhong & Anwar, Sajid, 2015. "Electricity consumption, industrial production, and entrepreneurship in Singapore," Energy Policy, Elsevier, vol. 77(C), pages 70-78.
    3. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    4. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
    5. Cohen, Boyd & Winn, Monika I., 2007. "Market imperfections, opportunity and sustainable entrepreneurship," Journal of Business Venturing, Elsevier, vol. 22(1), pages 29-49, January.
    6. Trianni, Andrea & Cagno, Enrico & Farné, Stefano, 2016. "Barriers, drivers and decision-making process for industrial energy efficiency: A broad study among manufacturing small and medium-sized enterprises," Applied Energy, Elsevier, vol. 162(C), pages 1537-1551.
    7. Shahbaz, Muhammad & Nasreen, Samia & Ling, Chong Hui & Sbia, Rashid, 2014. "Causality between trade openness and energy consumption: What causes what in high, middle and low income countries," Energy Policy, Elsevier, vol. 70(C), pages 126-143.
    8. Agusti Segarra-Blasco and Elisenda Jove-Llopis, 2019. "Determinants of Energy Efficiency and Renewable Energy in European SMEs," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    9. Jean Vasile Andrei & Mihai Mieila & Mirela Panait, 2017. "The impact and determinants of the energy paradigm on economic growth in European Union," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-17, March.
    10. Nowotarski, Jakub & Raviv, Eran & Trück, Stefan & Weron, Rafał, 2014. "An empirical comparison of alternative schemes for combining electricity spot price forecasts," Energy Economics, Elsevier, vol. 46(C), pages 395-412.
    11. York, Jeffrey G. & Venkataraman, S., 2010. "The entrepreneur-environment nexus: Uncertainty, innovation, and allocation," Journal of Business Venturing, Elsevier, vol. 25(5), pages 449-463, September.
    12. Yanhong Liu & Xinjian Huang & Weiliang Chen, 2019. "The Dynamic Effect of High-Tech Industries’ R&D Investment on Energy Consumption," Sustainability, MDPI, vol. 11(15), pages 1-23, July.
    13. Johanna Gast & Katherine Gundolf & Beate Cesinger, 2017. "Doing business in a green way: A systematic review of the ecological sustainability entrepreneurship literature and future research directions," Post-Print hal-02008555, HAL.
    14. Lutz, Benjamin Johannes & Massier, Philipp & Sommerfeld, Katrin & Löschel, Andreas, 2017. "Drivers of energy efficiency in German manufacturing: A firm-level stochastic frontier analysis," ZEW Discussion Papers 17-068, ZEW - Leibniz Centre for European Economic Research.
    15. Malen, Joel & Marcus, Alfred A., 2017. "Promoting clean energy technology entrepreneurship: The role of external context," Energy Policy, Elsevier, vol. 102(C), pages 7-15.
    16. Borozan, Djula, 2018. "Regional-level household energy consumption determinants: The european perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 347-355.
    17. Sadorsky, Perry, 2011. "Trade and energy consumption in the Middle East," Energy Economics, Elsevier, vol. 33(5), pages 739-749, September.
    18. Costa-Campi, María Teresa & García-Quevedo, José & Segarra, Agustí, 2015. "Energy efficiency determinants: An empirical analysis of Spanish innovative firms," Energy Policy, Elsevier, vol. 83(C), pages 229-239.
    19. Muntasir Murshed, 2018. "Does Improvement in Trade Openness Facilitate Renewable Energy Transition? Evidence from Selected South Asian Economies," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 19(2), pages 151-170, September.
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