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Electricity Consumption and Green Mortgage: New Insights into the Threshold Cointegration Relationship

Author

Listed:
  • Nicholas Lee

    (Department of Economics, Chaoyang University of Technology, Taiwan)

  • Hsiang-Jane Su

    (Department of Economics, Chaoyang University of Technology, Taiwan)

  • Ming-Chin Lin

    (Department of Economics, Chaoyang University of Technology, Taiwan)

Abstract

This paper examines threshold dynamics of electricity consumption and green mortgage. Industrial and individual electricity consumptions are considered respectively. We apply a threshold vector error correction model (TVECM) with a threshold endogenously model. An unusual regime is above a threshold, whereas below a threshold for a usual regime. Our results show threshold effects for total (or industrial) electricity consumption and green mortgage, suggesting structure changes with different asymmetric error-correction effects in the usual and unusual regimes. Specifically, in the unusual regime, the stronger effect in the total electricity consumption case for green mortgage causing electricity consumption than the opposite direction is found but the smaller effect in the industrial electricity consumption case. It implies that efficiency improvement will be proposed for a new plant and upgrades of existing plant. Therefore, our results should highlight the critical importance of using TVECM in empirical studies on threshold dynamics of electricity consumption and green mortgage.

Suggested Citation

  • Nicholas Lee & Hsiang-Jane Su & Ming-Chin Lin, 2018. "Electricity Consumption and Green Mortgage: New Insights into the Threshold Cointegration Relationship," International Journal of Energy Economics and Policy, Econjournals, vol. 8(2), pages 39-46.
  • Handle: RePEc:eco:journ2:2018-02-5
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    References listed on IDEAS

    as
    1. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-645, August.
    2. Hansen, Bruce E. & Seo, Byeongseon, 2002. "Testing for two-regime threshold cointegration in vector error-correction models," Journal of Econometrics, Elsevier, vol. 110(2), pages 293-318, October.
    3. Eichner, Thomas & Runkel, Marco, 2014. "Subsidizing renewable energy under capital mobility," Journal of Public Economics, Elsevier, vol. 117(C), pages 50-59.
    4. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    5. James M. Griffin & Craig T. Schulman, 2005. "Price Asymmetry in Energy Demand Models: A Proxy for Energy-Saving Technical Change?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-22.
    6. Markusen, James R. & Morey, Edward R. & Olewiler, Nancy, 1995. "Competition in regional environmental policies when plant locations are endogenous," Journal of Public Economics, Elsevier, vol. 56(1), pages 55-77, January.
    7. Aviral Kumar TIWARI, 2011. "Energy Consumption, Co2 Emission and Economic Growth: A Revisit of the Evidence from India," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 11(2).
    8. Alistair Ulph & Laura Valentini, 2001. "Is Environmental Dumping Greater when Plants are Footloose?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(4), pages 673-688, December.
    9. Berndt, Ernst R & Wood, David O, 1979. "Engineering and Econometric Interpretations of Energy-Capital Complementarity," American Economic Review, American Economic Association, vol. 69(3), pages 342-354, June.
    10. repec:bla:scandj:v:103:y:2001:i:4:p:673-88 is not listed on IDEAS
    11. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    12. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    13. Granger, Clive W. J. & Huangb, Bwo-Nung & Yang, Chin-Wei, 2000. "A bivariate causality between stock prices and exchange rates: evidence from recent Asianflu," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(3), pages 337-354.
    14. Chang, Kuo-Ping, 1994. "Capital-energy substitution and the multi-level CES production function," Energy Economics, Elsevier, vol. 16(1), pages 22-26, January.
    15. Apostolakis, Bobby E., 1990. "Energy--capital substitutability/ complementarity : The dichotomy," Energy Economics, Elsevier, vol. 12(1), pages 48-58, January.
    16. repec:bla:scandj:v:99:y:1997:i:2:p:241-59 is not listed on IDEAS
    17. Grepperud, Sverre & Rasmussen, Ingeborg, 2004. "A general equilibrium assessment of rebound effects," Energy Economics, Elsevier, vol. 26(2), pages 261-282, March.
    18. Solow, John L, 1987. "The Capital-Energy Complementarity Debate Revisited," American Economic Review, American Economic Association, vol. 77(4), pages 605-614, September.
    19. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    20. Dermot Gately & Hillard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, , vol. 23(1), pages 19-55, January.
    21. Chang, Ching-Chih & Soruco Carballo, Claudia Fabiola, 2011. "Energy conservation and sustainable economic growth: The case of Latin America and the Caribbean," Energy Policy, Elsevier, vol. 39(7), pages 4215-4221, July.
    22. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    23. Vlachou, Andriana & Vassos, Spyros & Andrikopoulos, Andreas, 1996. "Energy and environment: Reducing CO2 emissions from the electric power industry," Journal of Policy Modeling, Elsevier, vol. 18(4), pages 343-376, August.
    24. 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.
    25. Tiwari Aviral, 2011. "Primary Energy Consumption, CO2 Emissions and Economic Growth: Evidence from India," South East European Journal of Economics and Business, Sciendo, vol. 6(2), pages 99-117, November.
    26. Fung, Hung-Gay & Patterson, Gary A., 1999. "The dynamic relationship of volatility, volume, and market depth in currency futures markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(1), pages 33-59, January.
    27. Sari, Ramazan & Soytas, Ugur, 2007. "The growth of income and energy consumption in six developing countries," Energy Policy, Elsevier, vol. 35(2), pages 889-898, February.
    28. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    29. Lee, Chien-Chiang & Chien, Mei-Se, 2010. "Dynamic modelling of energy consumption, capital stock, and real income in G-7 countries," Energy Economics, Elsevier, vol. 32(3), pages 564-581, May.
    30. Jones, Clifton T, 1995. "A Dynamic Analysis of Interfuel Substitution in U.S. Industrial Energy Demand," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(4), pages 459-465, October.
    31. Kim, Jihyo & Heo, Eunnyeong, 2013. "Asymmetric substitutability between energy and capital: Evidence from the manufacturing sectors in 10 OECD countries," Energy Economics, Elsevier, vol. 40(C), pages 81-89.
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    More about this item

    Keywords

    Electricity Consumption; Green Mortgage; Threshold Cointegration; Nonlinear Dynamics;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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