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An Analysis on Causalities Among GDP, Electricity Consumption, CO2 Emission and FDI Inflow in Korea

한국의 경제성장, 전력소비, CO2 배출 및 외국인직접투자 유입 간 인과관계 분석

  • Park, Chang-dae (Dept. of Energy Policy, Seoul National University of Science and Technology) ;
  • Kim, Sung-won (Dept. of Energy Policy, Seoul National University of Science and Technology) ;
  • Park, Jung-gu (Dept. of Energy Policy, Seoul National University of Science and Technology)
  • 박창대 (서울과학기술대학교 에너지환경대학원 에너지정책학과) ;
  • 김성원 (서울과학기술대학교 에너지환경대학원 에너지정책학과) ;
  • 박중구 (서울과학기술대학교 에너지환경대학원 에너지정책학과)
  • Received : 2019.04.05
  • Accepted : 2019.05.07
  • Published : 2019.06.30

Abstract

This article analyzes causal relationships among gross domestic product(GDP), electricity consumption, carbon dioxide($CO_2$) emission and foreign direct investments(FDI) inflow of Korea over the period from 1976 to 2014, using unit root test, cointegration test, and vector error correction model(VECM). As the results, this article found (1) a long-run bi-directional causality between GDP and electricity consumption, which may imply a negative impact of electricity consumption-saving policy on economic growth, (2) uni-directional short- and long-run causalities running from $CO_2$ emission to GDP, and a uni-directional long-run causality running from $CO_2$ emission to electricity consumption, which can result in a negative impact of $CO_2$ emission reduction policy on economic growth and electricity consumption, (3) a uni-directional long-run causality running from FDI to GDP, and uni-directional short- and long-run causalities running from FDI to electricity consumption, which may result from relatively lower electricity prices than investing countries, (4) no causality between FDI and $CO_2$ emission, which is based on the characteristics of FDI composed of service industries. Considering the above causal relationships among the four variables, the policy implication needs to focus on the electricity demand management based on the relevant R&Ds, and on the gradual transition from fossil fuel- to renewable-energy. Adaptive policy to increase the FDI inflow is also needed.

본 논문은 한국을 대상으로 1976년부터 2014년까지 경제성장, 전력소비, $CO_2$ 배출과 외국인직접투자(FDI) 유입 간 인과관계를 단위근 검정, 공적분 검정, 벡터오차수정모형(VECM)을 적용하여 분석한다. 분석의 결과는 다음과 같다. 첫째, 경제성장과 전력소비 간에는 장기적으로 양방향의 인과관계가 나타나, 상호관계를 고려하지 않은 전력소비절약정책은 경제성장에 부정적인 영향을 미칠 수 있는 것으로 분석되었다. 둘째, $CO_2$ 배출은 경제성장에 대한 단방향의 장 단기적인 인과관계와 전력소비에 대한 단방향의 장기적인 인과관계를 나타내, $CO_2$ 배출 감축정책이 경제성장과 전력소비에 부정적인 영향을 미칠 수 있는 것으로 분석되었다. 셋째, FDI 유입은 경제성장에 대해 단방향의 장기적인 인과관계를, 전력소비에 대해 단방향의 장 단기적인 인과관계를 나타내, FDI 유입이 상대적으로 저렴한 전력소비비용에 기반을 둔 것으로 분석되었다. 반면, FDI 유입은 $CO_2$ 배출에 대해서는 인과관계가 없는 것으로 나타났는데, 이는 서비스 산업 중심으로 이루어지는 FDI의 특성에 따른 것으로 분석되었다. 이러한 네 변수 간 인과관계들을 고려할 때, 능동적인 전력수요관리를 위한 기술개발의 확대와 화석연료에서 신재생에너지로의 신중한 전환을 위한 정책 등이 모색되어야 한다. 또한 FDI 유치의 증대에 대응하여 에너지절약시설 투자 및 설치를 통해 전력소비 감축을 유도할 필요가 있다.

Keywords

References

  1. Acheampong, A. O., 2018, Economic growth, $CO_2$ emissions and energy consumption: What causes what and where?, Energy Economics, Vol. 74, pp. 677-692 https://doi.org/10.1016/j.eneco.2018.07.022
  2. Al-Mulali, U., & Tang, C. F., 2013, Investigating the validity of pollution haven hypothesis in the gulf cooperation council (GCC) countries, Energy Policy, Vol. 60, pp. 813-819 https://doi.org/10.1016/j.enpol.2013.05.055
  3. Al-Mulali, U., Saboori, B., & Ozturk, I., 2015, Investigating the environmental Kuznets curve hypothesis in Vietnam, Energy Policy, Vol. 76, 123-131 https://doi.org/10.1016/j.enpol.2014.11.019
  4. Ang, J. B., 2007, $CO_2$ emissions, energy consumption, and output in France, Energy policy, Vol. 35, No. 10, 4772-4778 https://doi.org/10.1016/j.enpol.2007.03.032
  5. Baek, J., 2016, A new look at the FDI-income-energy-environment nexus dynamic panel data analysis of ASEAN, Energy Policy, Vol. 91, pp. 22-27. https://doi.org/10.1016/j.enpol.2015.12.045
  6. Baek, M. Y., & Kim, W. H., 2012, Investigation on Granger Causality between Economic Growth and Demand for Electricity in Korea: Using Quarterly Data (in Korean), The Korean Journal of applied Statistics, Vol. 25, No. 1, pp. 89-99 https://doi.org/10.5351/KJAS.2012.25.1.089
  7. Chae, Y. J., Roh, K. K., & Park, J. G., 2014, An historical analysis on the carbon lock-in of Korean electricity industry (in Korean), Journal of Energy Engineering, Vol. 23, No. 2, pp. 125-148 https://doi.org/10.5855/ENERGY.2014.23.2.125
  8. Choi, J. H., & Kim, I. T., 2015, The Relationship between Regional Economic Variables and Local Employment Growth (in Korean), The Korea Spatial Planning Review, Vol. 86, pp. 3-15 https://doi.org/10.15793/kspr.2015.86..001
  9. Choi, W. I., 2015, The Determinants of FDI and The Relationship between FDI and The Relationship between FDI and Economic Growth, International Area Studies Review, Vol. 19, No. 4, pp. 201-233.
  10. Cowan, W. N., et al., 2014, The nexus of electricity consumption, economic growth and $CO_2$ emissions in the BRICS countries, Energy Policy, Vol. 66, pp. 359-368 https://doi.org/10.1016/j.enpol.2013.10.081
  11. Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American statistical association, 74(366a), 427-431.
  12. Engle, R. F., & Granger, C. W., 1987, Co-integration and error correction: representation, estimation, and testing, Econometrica: journal of the Econometric Society, pp. 251-276.
  13. Geweke, J., Meese, R., & Dent, W., 1983, Comparing alternative tests of causality in temporal systems: Analytic results and experimental evidence, Journal of Econometrics, Vol. 21, No. 2, pp. 161-194 https://doi.org/10.1016/0304-4076(83)90012-X
  14. Granger, C. W., 1969, Investigating causal relations by econometric models and cross-spectral methods, Econometrica: Journal of the Econometric Society, pp. 424-438
  15. Grossman, G. M., & Krueger, A. B., 1991, Environmental impacts of a North American free trade agreement, National Bureau of Economic Research, Working Paper 3914
  16. Guilkey, D. K., & Salemi, M. K., 1982, Small sample properties of three tests for Grangercausal ordering in a bivariate stochastic system, The Review of Economics and Statistics, pp. 668-680
  17. Han, B. H., 2018, Energy Transition - To Be Or Not to Be (in Korean), Energy Transition Forum
  18. He, W., Gao, G., & Wang, Y., 2012, The relationship of energy consumption, economic growth and foreign direct investment in Shanghai, Advances in Applied Economics and Finance, Vol. 3, No. 1, pp. 507-512
  19. Hoffmann, R., et al., 2005, FDI and pollution: a granger causality test using panel data, Journal of International Development: The Journal of the Development Studies Association, Vol. 17, No. 3, pp. 311-317 https://doi.org/10.1002/jid.1196
  20. Hwang, S. J., 2012, Pollution Haven Hypothesis and Trading Partners (in Korean), Journal of Korean Economy Studies, Vol. 30, No. 2, pp. 119-139
  21. Hwang, Y. S., Park, J. H., & Lee, S. W., 2015, An Analysis of the Impacts of FDI Types on $CO_2$ Emissions - Focus on Scale Effects and Technique Effects (in Korean), International Commerce and Information Review, Vol. 17, No. 3, pp. 379-402 https://doi.org/10.15798/kaici.17.3.201509.379
  22. Jeong, J. H., 1998, Causality between Governmental Expenditure and Economic Growth (in Korean), Journal of Korean National Economy, Vol. 7, No. 2, pp. 303-318
  23. Johansen, S., & Juselius, K., 1990, Maximum likelihood estimation and inference on cointegration-with applications to the demand for money, Oxford Bulletin of Economics and statistics, Vol. 52, No. 2, pp. 169-210 https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x
  24. Khachoo, Q. & Sofi, I., 2014, The Emissions, Growth, Energy Use and FDI Nexus: Evidence from BRICSAM, International Journal of IT, Engineering and Applied Sciences Research, Vol. 3, No. 8, pp. 1-9
  25. Kim, J. A., & Lee, H. Y., 2014, Impacts of Low-priced of Industrial Electricity and Loose Environment Regulations on Investment Incentives of Inward Foreign Direct Investment of the Manufacturing Industries in Korea (in Korean), The Economic Geographical Society of Korea, Vol. 17, No. 2, pp. 231-248 https://doi.org/10.23841/egsk.2014.17.2.231
  26. Kim, J. H., & Jo, H. H., 2017, Testing the convergence of per capita carbon emissions : dynamic panel threshold regression of 105 countries (in Korean), Journal of International Trade and Industry Studies, Vol. 22, No. 1, pp. 123-154
  27. Kim, J. S., & Park, I. S., 2014, A Study on the Causalities and Impacts among FDI(Inward), Capital and Economic Growth in China (in Korean), International Area Studies Review, Vol. 18, No. 1, pp. 457-484
  28. Kim, S. (2019). $CO_2$ Emissions, Foreign Direct Investments, Energy Consumption, and GDP in Developing Countries: A More Comprehensive Study using Panel Vector Error Correction Model, Korean Economic Review, Vol. 35, pp. 5-24 https://doi.org/10.22841/KERDOI.2019.35.1.001
  29. Kivyiro, P. & Arminen, H., 2014, Carbon Dioxide Emissions, Energy Consumption, Economic Growth, and Foreign Direct Investment: Causality Analysis for Sub-Saharan Africa, Energy, Vol. 74, pp. 595-606 https://doi.org/10.1016/j.energy.2014.07.025
  30. Lee, C. G., 2009, Foreign direct investment, pollution and economic growth evidence from Malaysia. Applied Economics, Vol. 41, No. 13, pp. 1709-1716 https://doi.org/10.1080/00036840701564376
  31. Lee, S. R., 2012, Two Essays on Energy Economics and Policy, Seoul National University of Science and Technology, Ph. D., pp. 4-40
  32. Lee, T. K., 2015, Economic Effect & Implications of FDI Flow Losses (in Korean), KERI Insight 15-45, Korea Economic Research Institute
  33. Lim, Y. Y., & Kim, D. W., 2018, An Empirical Study on the Long Run Equilibrium and Market Integration of International Energy Prices: Evidence from the Error Correction Model (in Korean), Korean Energy Economic Review, Vol. 17, No. 1, pp. 131-151
  34. Linh, D. H., & Lin, S. M., 2015, Dynamic causal relationships among $CO_2$ emissions, energy consumption, economic growth and FDI in the most populous Asian Countries, Advances in Management and Applied Economics, Vol. 5, No. 1, pp. 69-88
  35. Lutkepohl, H., 2005, New introduction to multiple time series analysis, Springer Science & Business Media
  36. Moon, Y. H., & Won, I., 2013, A Study on the Causal Relationship between Economic Growth and Public Expenditure (in Korean), Korean Journal of Social Welfare Education, Vol. 21, pp. 225-248
  37. Nam, K. H., & Yoon, S. H., 2005, Problems and Improvements of FDI Policy in Korea (in Korean), Bank of KOREA - Economic Research Institute
  38. Oh, S. H., & Oh, I. H., 2015, Study on the effect of inward foreign direct investment to Korea: focusing on the source country difference and carbon leakage (in Korean), The Journal of Industrial Innovation, Vol. 31, No. 4, pp. 49-73
  39. Pao, H. T., & Tsai, C. M., 2010, $CO_2$ emissions, energy consumption and economic growth in BRIC countries, Energy policy, Vol. 38, No. 12, pp. 7850-7860 https://doi.org/10.1016/j.enpol.2010.08.045
  40. Pao, H. T., & Tsai, C. M., 2011, Multivariate Granger causality between $CO_2$ emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries, Energy, Vol. 36, No. 1, pp. 685-693 https://doi.org/10.1016/j.energy.2010.09.041
  41. Park, C. D., & Ahn, S. K., 2017, Multivariate Granger Causality between Regional R&D Investment and Regional Economic Variables (in Korean), Korea Technology Innovation Society Conference, pp 247-258
  42. Park, C. H., & Jung, D. H., 2001, Analysis of Influence of IT Capital and R & D Stock Variation on Growth by Domestic Industry (in Korean), Korean Institute of Industrial Engineers Spring Joint Conference, pp. 200-203
  43. Park, C. M., & Ku, B. C., 2016, A Causality Analysis between R&D Investment and Technology Trade (in Korean), JOURNAL OF TECHNOLOGY INNOVATION, Vol. 24, No. 2, pp. 91-113 https://doi.org/10.14386/SIME.2016.24.2.91
  44. Peng, H., et al., 2016, Economic growth, foreign direct investment and $CO_2$ emissions in China A panel granger causality analysis, Sustainability, Vol. 8, No. 3:233 https://doi.org/10.3390/su8030233
  45. Peng, Q., & Bae, Y. H., 2015, Determinants of FDI Inflow and Trade in China and OECD Countries, Journal of International Trade & Commerce (in Korean), Vol. 11, No. 2, pp. 655-678 https://doi.org/10.16980/jitc.11.2.201504.655
  46. Phillips, P. C., & Perron, P., 1988, Testing for a unit root in time series regression, Biometrika, Vol. 75, No. 2, pp. 335-346 https://doi.org/10.1093/biomet/75.2.335
  47. Roh, K. K., Lee, J. H., & Park, J. G., 2016, An Empirical Analysis of the Causal Relations between Economic Growth, Electricity Consumption, and Carbon Dioxide Emissions in Korea (in Korean), New & Renewable Energy, Vol. 12, No. S1, pp. 34-41 https://doi.org/10.7849/ksnre.2016.02.12.S1.34
  48. Rotemberg, J. J., & Woodford, M., 1992, Oligopolistic pricing and the effects of aggregate demand on economic activity, Journal of political Economy, Vol. 100, No. 6, pp. 1153-1207 https://doi.org/10.1086/261857
  49. Shahbaz, M., Nasir, M. A., & Roubaud, D., 2018, Environmental degradation in France: The effects of FDI, financial development, and energy innovations, Energy Economics, Vol. 74, pp. 843-857 https://doi.org/10.1016/j.eneco.2018.07.020
  50. Soytas, U., & Sari, R., 2009, Energy consumption, economic growth, and carbon emissions: challenges faced by an EU candidate member, Ecological economics, Vol. 68, No. 6, pp. 1667-1675 https://doi.org/10.1016/j.ecolecon.2007.06.014
  51. The Ministry of Trade, Industry and Energy, & KOTRA. (2017). FDI References
  52. Thomsen, A. et al., 2013, "Introduction to EViews 6.0/7.0", Arhus(Denmark): AARHUS University
  53. Toda, H. Y., & Phillips, P. C., 1993, Vector autoregressions and causality, Econometrica: Journal of the Econometric Society, pp. 1367-1393
  54. Unruh, G. C., 2000, Understanding carbon lock-in, Energy policy, Vol. 28, No. 12, pp. 817-830 https://doi.org/10.1016/S0301-4215(00)00070-7
  55. Yildirim, E., 2014, Energy use, $CO_2$ emission and foreign direct investment: Is there any inconsistence between causal relations?, Frontiers in Energy, Vol. 8, No. 3, pp. 269-278 https://doi.org/10.1007/s11708-014-0326-6
  56. Yoo, S. H., 2003, The Analysis of Granger Causality between Government and Private R&D Investments (in Korean), JOURNAL OF TECHNOLOGY INNOVATION, Vol. 11, No. 2, pp. 175-194
  57. Yoo, S. H., 2005, Electricity consumption and economic growth: evidence from Korea, Energy policy, Vol. 33, No. 12, pp. 1627-1632 https://doi.org/10.1016/j.enpol.2004.02.002
  58. Yoo, S. H., & Kwak, S. Y., 2010, Electricity consumption and economic growth in seven South American countries, Energy Policy, Vol. 38, No. 1, pp. 181-188 https://doi.org/10.1016/j.enpol.2009.09.003
  59. Yoon, S. P., Jin, B. Y., & Park, J. G., 2016, A Study on Casuality Among Electric Consumption, GDP, $CO_2$ emission and FDI in Korea, Korean Society for Energy Conference, pp. 86-86
  60. Statistics Korea, e-Country Index, http://www.index.go.kr/
  61. Ministry of Trade, Industry and Energy, Industrial Statistics Analysis System, https://istans.or.kr/
  62. UNCTAD(United Nations Conference on Trade and Development), UNCTADSTAT, http://unctadstat.unctad.org/EN/
  63. Worldbank, World-Development-Indicatiors, https://datacatalog.worldbank.org/dataset/world-development-indicators/