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A Study on the Optimal Ratio of Research and Development Investment in the Energy Sector: An Empirical Analysis in South Korea

Author

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  • Juyong Lee

    (Department of Industrial Engineering, College of Engineering, Yonsei University, 50 Yonsei-Ro, Seodaemun-gu, Seoul 03722, Korea)

  • Youngsang Cho

    (Department of Industrial Engineering, College of Engineering, Yonsei University, 50 Yonsei-Ro, Seodaemun-gu, Seoul 03722, Korea)

  • Jungwoo Shin

    (Department of Industrial and Management Systems Engineering, College of Engineering, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin, Gyeonggi 17104, Korea)

Abstract

The necessity for energy research and development (ER&D) is increasing as greenhouse gases and climate change are becoming global issues. To support sustainable economic growth through ER&D, it is necessary to examine the optimal ratio of ER&D investment to total R&D investment to maximize economic growth. However, there are no studies on the appropriate level of ER&D in total R&D investment for economic growth. This study attempts to empirically estimate the optimal ratio of ER&D investment to maximize gross domestic product (GDP) in South Korea. We utilized the Cobb-Douglas production function for our econometric model and corrected the autocorrelation problem using the Cochrane-Orcutt iterative procedure. Our results showed that both, ER&D and non-ER&D have positive correlations with GDP. The optimal ratio of ER&D is derived as 13.23%, which indicates that the current ratio of Korean ER&D should be revised upward. Further, ER&D investment in the private sector needs to be increased to achieve the optimal ratio because the current statistics in Korea describes that private companies in the energy industry invest much less in R&D than the government. Based on the results, we suggest government strategies to enhance ER&D investment in the private sector as well as the public sector.

Suggested Citation

  • Juyong Lee & Youngsang Cho & Jungwoo Shin, 2019. "A Study on the Optimal Ratio of Research and Development Investment in the Energy Sector: An Empirical Analysis in South Korea," Energies, MDPI, vol. 12(2), pages 1-12, January.
  • Handle: RePEc:gam:jeners:v:12:y:2019:i:2:p:288-:d:198711
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    References listed on IDEAS

    as
    1. Savin, N Eugene & White, Kenneth J, 1977. "The Durbin-Watson Test for Serial Correlation with Extreme Sample Sizes or Many Regressors," Econometrica, Econometric Society, vol. 45(8), pages 1989-1996, November.
    2. Wong, Siang Leng & Chang, Youngho & Chia, Wai-Mun, 2013. "Energy consumption, energy R&D and real GDP in OECD countries with and without oil reserves," Energy Economics, Elsevier, vol. 40(C), pages 51-60.
    3. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    4. Ruzena Stemberkova & Petr Zdralek & Pavla Matulova & Petra Maresova & Kamil Kuca, 2016. "The Importance of the Evaluation of R&D in Relation to the Competitiveness of the Czech Republic," Eurasian Studies in Business and Economics, in: Mehmet Huseyin Bilgin & Hakan Danis & Ender Demir & Ugur Can (ed.), Business Challenges in the Changing Economic Landscape - Vol. 2, edition 1, pages 55-67, Springer.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. François Facchini & Mickaël Melki, 2011. "Optimal Government Size and Economic Growth in France (1871-2008): An explanation by the State and Market Failures," Documents de travail du Centre d'Economie de la Sorbonne 11077, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    7. Davies, Antony, 2009. "Human development and the optimal size of government," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(2), pages 326-330, March.
    8. Jones, Benjamin A. & Ripberger, Joseph & Jenkins-Smith, Hank & Silva, Carol, 2017. "Estimating willingness to pay for greenhouse gas emission reductions provided by hydropower using the contingent valuation method," Energy Policy, Elsevier, vol. 111(C), pages 362-370.
    9. Ian H. Langford & Ian J. Bateman & Andrew P. Jones & Hugh D. Langford & Stavros Georgiou, 1998. "Improved Estimation of Willingness to Pay in Dichotomous Choice Contingent Valuation Studies," Land Economics, University of Wisconsin Press, vol. 74(1), pages 65-75.
    10. Facchini, François & Melki, Mickaël, 2013. "Efficient government size: France in the 20th century," European Journal of Political Economy, Elsevier, vol. 31(C), pages 1-14.
    11. Roel van Elk & Bas ter Weel & Karen van der Wiel & Bram Wouterse & Bart Verspagen, 2015. "A macroeconomic analysis of the returns to public R&D investments," CPB Discussion Paper 313, CPB Netherlands Bureau for Economic Policy Analysis.
    12. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    13. Facchini, François & Melki, Mickaël, 2013. "Efficient government size: France in the 20th century," European Journal of Political Economy, Elsevier, vol. 31(C), pages 1-14.
    14. Paul W. Griffin & Geoffrey P. Hammond & Jonathan B. Norman, 2016. "Industrial energy use and carbon emissions reduction: a UK perspective," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 5(6), pages 684-714, November.
    15. Bor, Yungchang Jeffery & Chuang, Yih-Chyi & Lai, Wei-Wen & Yang, Chung-Min, 2010. "A dynamic general equilibrium model for public R&D investment in Taiwan," Economic Modelling, Elsevier, vol. 27(1), pages 171-183, January.
    16. Wolf-Peter Schill & Alexander Zerrahn & Friedrich Kunz & Claudia Kemfert, 2017. "Decentralized Solar Prosumage with Battery Storage: System Orientation Required," DIW Economic Bulletin, DIW Berlin, German Institute for Economic Research, vol. 7(12/13), pages 141-151.
    17. Dooley, J J, 1998. "Unintended consequences: energy R&D in a deregulated energy market," Energy Policy, Elsevier, vol. 26(7), pages 547-555, June.
    18. Ratner, Jonathan B., 1983. "Government capital and the production function for U.S. private output," Economics Letters, Elsevier, vol. 13(2-3), pages 213-217.
    19. Schuelke-Leech, Beth-Anne, 2014. "Volatility in federal funding of energy R&D," Energy Policy, Elsevier, vol. 67(C), pages 943-950.
    20. Beñat Bilbao‐Osorio & Andrés Rodríguez‐Pose, 2004. "From R&D to Innovation and Economic Growth in the EU," Growth and Change, Wiley Blackwell, vol. 35(4), pages 434-455, September.
    21. Zhang, Ning & Wang, Bing & Liu, Zhu, 2016. "Carbon emissions dynamics, efficiency gains, and technological innovation in China's industrial sectors," Energy, Elsevier, vol. 99(C), pages 10-19.
    22. Van Elk, Roel & Verspagen, Bart & Ter Weel, Bas & Van der Wiel, Karen & Wouterse, Bram, 2015. "A macroeconomic analysis of the returns to public R&D investments," MERIT Working Papers 2015-042, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    23. Lichtenberg, Frank R & Siegel, Donald, 1991. "The Impact of R&D Investment on Productivity--New Evidence Using Linked R&D-LRD Data," Economic Inquiry, Western Economic Association International, vol. 29(2), pages 203-229, April.
    24. Connor, Peter M. & Baker, Philip E. & Xenias, Dimitrios & Balta-Ozkan, Nazmiye & Axon, Colin J. & Cipcigan, Liana, 2014. "Policy and regulation for smart grids in the United Kingdom," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 269-286.
    25. Michael N. Taptich & Arpad Horvath & Mikhail V. Chester, 2016. "Worldwide Greenhouse Gas Reduction Potentials in Transportation by 2050," Journal of Industrial Ecology, Yale University, vol. 20(2), pages 329-340, April.
    26. James Gwartney & Randal Holcombe & Robert Lawson, 1998. "The Scope of Government and the Wealth of Nations," Cato Journal, Cato Journal, Cato Institute, vol. 18(2), pages 163-190, Fall.
    27. Rehman, Salma & Hussain, Zaki, 2017. "Renewable energy governance in India: challenges and prospects for achieving the 2022 energy goals," MPRA Paper 79361, University Library of Munich, Germany, revised 02 Mar 2017.
    28. Goh, Tian & Ang, B.W. & Su, Bin & Wang, H., 2018. "Drivers of stagnating global carbon intensity of electricity and the way forward," Energy Policy, Elsevier, vol. 113(C), pages 149-156.
    29. Ariel Pakes & Mark Schankerman, 1984. "The Rate of Obsolescence of Patents, Research Gestation Lags, and the Private Rate of Return to Research Resources," NBER Chapters, in: R&D, Patents, and Productivity, pages 73-88, National Bureau of Economic Research, Inc.
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