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Does Methodology Matter? Revisiting the Energy-growth Nexus in Asia Pacific Economies

Author

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  • Z Fang
  • D Ding
  • C Guan

Abstract

There have been many studies on the energy-growth nexus since the 1970s. However, the findings are mixed. Reasons for the inconsistent findings include different time spans and countries or regions examined, different frameworks, as well as different methodologies adopted, by various studies. In this paper, we examine how methodology affects findings regarding the energy-growth nexus employing a sample of Asia Pacific economies for the period of 1965–2019, using a supply-side framework that takes into consideration both physical capital and human capital in the production function. Methodologies considered in this paper include the widely used vector error correction model and autoregressive distributed lag model (ARDL) for time series and panel data, and Granger non- causality tests. Coefficients are estimated and compared using various methodologies including the cointegrating approach, Dynamic OLS, Fully- Modified OLS, and others. The conclusion obtained from this study will contribute to a better understanding of the varying findings in the literature and highlight the importance of choosing an appropriate methodology for the data analysis.

Suggested Citation

  • Z Fang & D Ding & C Guan, 2024. "Does Methodology Matter? Revisiting the Energy-growth Nexus in Asia Pacific Economies," Economic Issues Journal Articles, Economic Issues, vol. 29(1), pages 5-34, March.
  • Handle: RePEc:eis:articl:124fang
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    References listed on IDEAS

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    1. Chang, Ching-Chih, 2010. "A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China," Applied Energy, Elsevier, vol. 87(11), pages 3533-3537, November.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Cheng, Benjamin S. & Lai, Tin Wei, 1997. "An investigation of co-integration and causality between energy consumption and economic activity in Taiwan," Energy Economics, Elsevier, vol. 19(4), pages 435-444, October.
    4. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. Zheng Fang & Jiang Yu, 2020. "The role of human capital in energy-growth nexus: an international evidence," Empirical Economics, Springer, vol. 58(3), pages 1225-1247, March.
    7. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    8. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    9. Aydin, Mucahit, 2018. "Natural gas consumption and economic growth nexus for top 10 natural Gas–Consuming countries: A granger causality analysis in the frequency domain," Energy, Elsevier, vol. 165(PB), pages 179-186.
    10. Benjamin S. Cheng, 1999. "Causality Between Energy Consumption and Economic Growth in India: An Application of Cointegration and Error-Correction Modeling," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 34(1), pages 39-49, January.
    11. Benjamin S. Cheng, 1998. "Energy Consumption, Employment and Causality in Japan: A Multivariate Approach," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 33(1), pages 19-29, January.
    12. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    13. Bartleet, Matthew & Gounder, Rukmani, 2010. "Energy consumption and economic growth in New Zealand: Results of trivariate and multivariate models," Energy Policy, Elsevier, vol. 38(7), pages 3508-3517, July.
    14. Furkan Emirmahmutoglu & Mehmet Bacilar & Nicholas Apergis & Beatrice D. Simo-Kengne & Tsangyao Chang & Rangan Gupta, 2016. "Causal Relationship between Asset Prices and Output in the United States: Evidence from the State-Level Panel Granger Causality Test," Regional Studies, Taylor & Francis Journals, vol. 50(10), pages 1728-1741, October.
    15. Chen, Yang & Fang, Zheng, 2018. "Industrial electricity consumption, human capital investment and economic growth in Chinese cities," Economic Modelling, Elsevier, vol. 69(C), pages 205-219.
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    More about this item

    Keywords

    Energy-growth nexus; Asia Pacific; Granger causality; ARDL; panel data;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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