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Current Issues in Time-Series Analysis for the Energy-Growth Nexus; Asymmetries and Nonlinearities Case Study: Pakistan

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  • Shahbaz, Muhammad

Abstract

This paper investigates the asymmetric impact of energy consumption on economic growth by including oil prices, capital and labour as additional determinants in production function. In doing so, the non-linear ARDL bounds testing approach is applied for the period of 1985QI-2016QIV. The empirical evidence confirms the presence of symmetric and asymmetric cointegration between energy consumption, oil prices, capital, labour and economic growth over the period of 1985QI-2016QIV. Furthermore, rise in energy consumption (positive shock) adds to economic growth via stimulating economic activity and energy consumption negative shock retards economic growth insignificantly. Rise (positive shock) and fall (negative shock) in oil prices decline and stimulate economic growth. Capital and labor affect economic growth positively and negative by positive and negative shocks in capital and labor. The empirical findings open new insights for policy makers for long-run and sustainable economic development.

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  • Shahbaz, Muhammad, 2017. "Current Issues in Time-Series Analysis for the Energy-Growth Nexus; Asymmetries and Nonlinearities Case Study: Pakistan," MPRA Paper 82221, University Library of Munich, Germany, revised 19 Oct 2017.
    • Handle: RePEc:pra:mprapa:82221
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    as
    1. Apergis, Nicholas & Tang, Chor Foon, 2013. "Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries," Energy Economics, Elsevier, vol. 38(C), pages 24-31.
    2. Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
    3. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    4. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    5. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    6. Kamal Raj Dhungel, 2008. "A causal relationship between energy consumption and economic growth in Nepal," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 15(1), pages 137-150, June.
    7. Khalid Mushtaq & Faisal Abbas & Abedullah & Abdul Ghafoor, 2007. "Energy Use for Economic Growth: Cointegration and Causality Analysis from the Agriculture Sector of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 1065-1073.
    8. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    9. Hondroyiannis, George & Lolos, Sarantis & Papapetrou, Evangelia, 2002. "Energy consumption and economic growth: assessing the evidence from Greece," Energy Economics, Elsevier, vol. 24(4), pages 319-336, July.
    10. Asafu-Adjaye, John, 2000. "The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries," Energy Economics, Elsevier, vol. 22(6), pages 615-625, December.
    11. Shahbaz, Muhammad & Zeshan, Muhammad & Afza, Talat, 2012. "Is energy consumption effective to spur economic growth in Pakistan? New evidence from bounds test to level relationships and Granger causality tests," Economic Modelling, Elsevier, vol. 29(6), pages 2310-2319.
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. 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.
    14. Muhammad Zeshan & Vaqar Ahmed, 2013. "Energy Consumption and Economic Growth in Pakistan," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 1(2), pages 8-20, June.
    15. Shahiduzzaman, Md & Alam, Khorshed, 2012. "Cointegration and causal relationships between energy consumption and output: Assessing the evidence from Australia," Energy Economics, Elsevier, vol. 34(6), pages 2182-2188.
    16. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    17. Iqbal, Mahmood, 1986. "Substitution of Labour, Capital and Energy in the Manufacturing Sector of Pakistan," Empirical Economics, Springer, vol. 11(2), pages 81-95.
    18. Odhiambo, Nicholas M., 2009. "Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach," Energy Policy, Elsevier, vol. 37(2), pages 617-622, February.
    19. Vipin Arora & Shuping Shi, 2016. "Energy consumption and economic growth in the United States," Applied Economics, Taylor & Francis Journals, vol. 48(39), pages 3763-3773, August.
    20. Philip Kofi Adom, 2013. "Time-varying analysis of aggregate electricity demand in Ghana: a rolling analysis," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 37(1), pages 63-80, March.
    21. Pravakar Sahoo & Ranjan Dash, 2009. "Infrastructure development and economic growth in India," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 14(4), pages 351-365.
    22. Khan, Muhammad Azhar & Khan, Muhammad Zahir & Zaman, Khalid & Arif, Mariam, 2014. "Global estimates of energy-growth nexus: Application of seemingly unrelated regressions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 63-71.
    23. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    24. Lee, Chien-Chiang & Chang, Chun-Ping, 2007. "The impact of energy consumption on economic growth: Evidence from linear and nonlinear models in Taiwan," Energy, Elsevier, vol. 32(12), pages 2282-2294.
    25. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    26. Mahmud, Syed F., 2000. "The energy demand in the manufacturing sector of Pakistan: some further results," Energy Economics, Elsevier, vol. 22(6), pages 641-648, December.
    27. Stern, David I. & Enflo, Kerstin, 2013. "Causality between energy and output in the long-run," Energy Economics, Elsevier, vol. 39(C), pages 135-146.
    28. Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
    29. Chontanawat, Jaruwan & Hunt, Lester C. & Pierse, Richard, 2008. "Does energy consumption cause economic growth?: Evidence from a systematic study of over 100 countries," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 209-220.
    30. Bashiri Behmiri, Niaz & Pires Manso, José R., 2013. "How crude oil consumption impacts on economic growth of Sub-Saharan Africa?," Energy, Elsevier, vol. 54(C), pages 74-83.
    31. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    32. Jumbe, Charles B. L., 2004. "Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi," Energy Economics, Elsevier, vol. 26(1), pages 61-68, January.
    33. Wesseh, Presley K. & Zoumara, Babette, 2012. "Causal independence between energy consumption and economic growth in Liberia: Evidence from a non-parametric bootstrapped causality test," Energy Policy, Elsevier, vol. 50(C), pages 518-527.
    34. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    35. Fallahi, Firouz, 2011. "Causal relationship between energy consumption (EC) and GDP: A Markov-switching (MS) causality," Energy, Elsevier, vol. 36(7), pages 4165-4170.
    36. Farzanegan, Mohammad Reza & Markwardt, Gunther, 2009. "The effects of oil price shocks on the Iranian economy," Energy Economics, Elsevier, vol. 31(1), pages 134-151, January.
    37. 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.
    38. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    39. Stephan B. Bruns, Christian Gross and David I. Stern, 2014. "Is There Really Granger Causality Between Energy Use and Output?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    40. Gross, Christian, 2012. "Explaining the (non-) causality between energy and economic growth in the U.S.—A multivariate sectoral analysis," Energy Economics, Elsevier, vol. 34(2), pages 489-499.
    41. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    42. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    43. Kaplan, Muhittin & Ozturk, Ilhan & Kalyoncu, Huseyin, 2011. "Energy Consumption and Economic Growth in Turkey: Cointegration and Causality Analysis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 31-41, June.
    44. Hoang, Thi Hong Van & Lahiani, Amine & Heller, David, 2016. "Is gold a hedge against inflation? New evidence from a nonlinear ARDL approach," Economic Modelling, Elsevier, vol. 54(C), pages 54-66.
    45. Tang, Weiqi & Wu, Libo & Zhang, ZhongXiang, 2010. "Oil price shocks and their short- and long-term effects on the Chinese economy," Energy Economics, Elsevier, vol. 32(Supplemen), pages 3-14, September.
    46. Lee, Chien-Chiang & Chang, Chun-Ping, 2005. "Structural breaks, energy consumption, and economic growth revisited: Evidence from Taiwan," Energy Economics, Elsevier, vol. 27(6), pages 857-872, November.
    47. T. Ria, 1984. "Pakistan: Energy Consumption and Economic Growth," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 23(2-3), pages 431-456.
    48. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    49. 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.
    50. Jayaraman, T.K. & Choong, Chee-Keong, 2009. "Growth and oil price: A study of causal relationships in small Pacific Island countries," Energy Policy, Elsevier, vol. 37(6), pages 2182-2189, June.
    51. Katrakilidis, Constantinos & Trachanas, Emmanouil, 2012. "What drives housing price dynamics in Greece: New evidence from asymmetric ARDL cointegration," Economic Modelling, Elsevier, vol. 29(4), pages 1064-1069.
    52. Kim, Dukpa & Perron, Pierre, 2009. "Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses," Journal of Econometrics, Elsevier, vol. 148(1), pages 1-13, January.
    53. Mahmud, Fakhre & Chishti, Salim, 1990. "The demand for energy in the large-scale manufacturing sector of Pakistan," Energy Economics, Elsevier, vol. 12(4), pages 251-254, October.
    54. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    55. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    56. Jauhary Arifin & Normansyah Syahruddin, 2011. "Causality relationship between renewable and non-renewable energy consumption and GDP in Indonesia," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 59, pages 1-18, April.
    57. Yıldırım, Ertugrul & Sukruoglu, Deniz & Aslan, Alper, 2014. "Energy consumption and economic growth in the next 11 countries: The bootstrapped autoregressive metric causality approach," Energy Economics, Elsevier, vol. 44(C), pages 14-21.
    58. Araç, Ayşen & Hasanov, Mübariz, 2014. "Asymmetries in the dynamic interrelationship between energy consumption and economic growth: Evidence from Turkey," Energy Economics, Elsevier, vol. 44(C), pages 259-269.
    59. Paul, Biru Paksha & Uddin, Gazi Salah, 2011. "Energy and output dynamics in Bangladesh," Energy Economics, Elsevier, vol. 33(3), pages 480-487, May.
    60. Bierens, Herman J., 1997. "Testing the unit root with drift hypothesis against nonlinear trend stationarity, with an application to the US price level and interest rate," Journal of Econometrics, Elsevier, vol. 81(1), pages 29-64, November.
    61. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    62. Ruhul A. Salim & Shuddhasattwa Rafiq & A. F. M. Kamrul Hassan, 2008. "Causality And Dynamics Of Energy Consumption And Output: Evidence From Non-Oecd Asian Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 33(2), pages 1-26, December.
    63. Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
    64. Brock, William A. & Sayers, Chera L., 1988. "Is the business cycle characterized by deterministic chaos?," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 71-90, July.
    65. Borozan, Djula, 2013. "Exploring the relationship between energy consumption and GDP: Evidence from Croatia," Energy Policy, Elsevier, vol. 59(C), pages 373-381.
    66. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    67. Altinay, Galip & Karagol, Erdal, 2004. "Structural break, unit root, and the causality between energy consumption and GDP in Turkey," Energy Economics, Elsevier, vol. 26(6), pages 985-994, November.
    68. Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
    69. Sahoo, Pravakar & Dash, Ranjan Kumar & Nataraj, Geethanjali, 2010. "Infrastructure development and economic growth in China," IDE Discussion Papers 261, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    70. Ugur Korkut Pata & Sukran Kahveci, 2018. "A multivariate causality analysis between electricity consumption and economic growth in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(6), pages 2857-2870, December.
    71. Venus khim-sen Liew & Thurai murugan Nathan & Wing-keung Wong, 2012. "Are Sectoral Outputs in Pakistan Led by Energy Consumption?," Economics Bulletin, AccessEcon, vol. 32(3), pages 2326-2331.
    72. Muhammad Shahbaz & Faridul Islam & Muhammad Sabihuddin Butt, 2016. "Finance–Growth–Energy Nexus and the Role of Agriculture and Modern Sectors: Evidence from ARDL Bounds Test Approach to Cointegration in Pakistan," Global Business Review, International Management Institute, vol. 17(5), pages 1037-1059, October.
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    Keywords

    Energy Consumption; Economic Growth; Oil Prices; Asymmetries;
    All these keywords.

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    • A1 - General Economics and Teaching - - General Economics

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