IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/26151.html
   My bibliography  Save this paper

Coal Consumption and Economic Growth Revisited: Structural Breaks, Cointegration and Causality Tests for Pakistan

Author

Listed:
  • Kumar, Saten
  • Shahbaz, Muhammad

Abstract

A global profusion of coal provides many countries with opportunities for economic growth. The direction of causality between coal consumption and economic growth is useful for policy making, however, existing empirical evidence have failed to reach a consensus. This paper examined the liaison between coal consumption and economic growth for Pakistan over the period 1971-2009. The endogenous two-break LM unit test, derived in Lee and Strazicich (2003), is used to assess the order of integration of the variables and structural breaks in the data series. Application of the Autoregressive Distributed Lag (ARDL) bounds test reveals a cointegrating relationship between real income, real capital stock, labour and coal consumption, and further application of General to Specific (GETS), Engle and Granger (EG), Stock Watson’s Dynamic Ordinary Least Squares (DOLS) and Phillip Hansen’s Fully Modified Ordinary Least Squares (FMOLS) methods show statistical robustness of the estimates. The elasticity with respect to coal consumption is positive and significant. The Vector Error Correction Model (VECM) based Granger causality test is also applied for both short-and long-run situations.

Suggested Citation

  • Kumar, Saten & Shahbaz, Muhammad, 2010. "Coal Consumption and Economic Growth Revisited: Structural Breaks, Cointegration and Causality Tests for Pakistan," MPRA Paper 26151, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:26151
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/26151/1/MPRA_paper_26151.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Muhammad Arshad Khan & Usman Ahmad, 2008. "Energy Demand in Pakistan: A Disaggregate Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 437-455.
    2. Junsoo Lee & Mark C. Strazicich, 2013. "Minimum LM unit root test with one structural break," Economics Bulletin, AccessEcon, vol. 33(4), pages 2483-2492.
    3. Sari, Ramazan & Soytas, Ugur, 2004. "Disaggregate energy consumption, employment and income in Turkey," Energy Economics, Elsevier, vol. 26(3), pages 335-344, May.
    4. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    5. 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.
    6. Beaudreau, Bernard C., 2005. "Engineering and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 16(2), pages 211-220, June.
    7. 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.
    8. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    9. Saten Kumar & Don J. Webber & Scott Fargher, 2012. "Wagner's Law revisited: cointegration and causality tests for New Zealand," Applied Economics, Taylor & Francis Journals, vol. 44(5), pages 607-616, February.
    10. 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.
    11. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    12. Saten Kumar & Don J. Webber & Scott Fargher, 2012. "Testing the validity of the Feldstein--Horioka puzzle for Australia," Applied Economics, Taylor & Francis Journals, vol. 44(5), pages 599-605, February.
    13. 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.
    14. 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.
    15. Yoo, Seung-Hoon, 2006. "Causal relationship between coal consumption and economic growth in Korea," Applied Energy, Elsevier, vol. 83(11), pages 1181-1189, November.
    16. Wolde-Rufael, Yemane, 2010. "Coal consumption and economic growth revisited," Applied Energy, Elsevier, vol. 87(1), pages 160-167, January.
    17. Yoo, S.-H., 2006. "The causal relationship between electricity consumption and economic growth in the ASEAN countries," Energy Policy, Elsevier, vol. 34(18), pages 3573-3582, December.
    18. Ziramba, Emmanuel, 2009. "Disaggregate energy consumption and industrial production in South Africa," Energy Policy, Elsevier, vol. 37(6), pages 2214-2220, June.
    19. Yuan, Jia-Hai & Kang, Jian-Gang & Zhao, Chang-Hong & Hu, Zhao-Guang, 2008. "Energy consumption and economic growth: Evidence from China at both aggregated and disaggregated levels," Energy Economics, Elsevier, vol. 30(6), pages 3077-3094, November.
    20. 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.
    21. Hu, Jin-Li & Lin, Cheng-Hsun, 2008. "Disaggregated energy consumption and GDP in Taiwan: A threshold co-integration analysis," Energy Economics, Elsevier, vol. 30(5), pages 2342-2358, September.
    22. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    23. ASGHAR, Zahid, 2008. "Energy–Gdp Relationship: A Causal Analysis For The Five Countries Of South Asia," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 167-180.
    24. 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.
    25. 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.
    26. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    27. Muhammad Arshad Khan & Abdul Qayyum, 2009. "The demand for electricity in Pakistan," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 33(1), pages 70-96, March.
    28. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    29. Jinke, Li & Hualing, Song & Dianming, Geng, 2008. "Causality relationship between coal consumption and GDP: Difference of major OECD and non-OECD countries," Applied Energy, Elsevier, vol. 85(6), pages 421-429, June.
    30. Rehana Siddiqui, 2004. "Energy and Economic Growth in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 43(2), pages 175-200.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Satti, Saqlain Latif & Hassan, Muhammad Shahid & Mahmood, Haider & Shahbaz, Muhammad, 2014. "Coal consumption: An alternate energy resource to fuel economic growth in Pakistan," Economic Modelling, Elsevier, vol. 36(C), pages 282-287.
    2. Ben Sita, Bernard & Marrouch, Walid & Abosedra, Salah, 2012. "Short-run price and income elasticity of gasoline demand: Evidence from Lebanon," Energy Policy, Elsevier, vol. 46(C), pages 109-115.
    3. Syed Aziz Ur Rehman & Yanpeng Cai & Nayyar Hussain Mirjat & Gordhan Das Walasai & Izaz Ali Shah & Sharafat Ali, 2017. "The Future of Sustainable Energy Production in Pakistan: A System Dynamics-Based Approach for Estimating Hubbert Peaks," Energies, MDPI, vol. 10(11), pages 1-24, November.
    4. Akhmat, Ghulam & Zaman, Khalid, 2013. "Nuclear energy consumption, commercial energy consumption and economic growth in South Asia: Bootstrap panel causality test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 552-559.
    5. Muhammad, Shahbaz & V G R, Chandran & Pervaiz, Azeem, 2011. "Natural gas consumption and economic growth: cointegration, causality and forecast error variance decomposition tests for Pakistan," MPRA Paper 35103, University Library of Munich, Germany, revised 30 Nov 2011.
    6. Bildirici, Melike E. & Bakirtas, Tahsin, 2014. "The relationship among oil, natural gas and coal consumption and economic growth in BRICTS (Brazil, Russian, India, China, Turkey and South Africa) countries," Energy, Elsevier, vol. 65(C), pages 134-144.
    7. Shahbaz, Muhammad & Farhani, Sahbi & Rahman, Mohammad Mafizur, 2013. "Natural Gas Consumption and Economic Growth Nexus: The Role of Exports, Capital and Labor in France," MPRA Paper 50619, University Library of Munich, Germany, revised 12 Oct 2013.
    8. Shahbaz, Muhammad, 2015. "Measuring Economic Cost of Electricity Shortage: Current Challenges and Future Prospects in Pakistan," MPRA Paper 67164, University Library of Munich, Germany, revised 12 Oct 2015.
    9. Shahbaz, Muhammad & Lean, Hooi Hooi & Farooq, Abdul, 2013. "Natural gas consumption and economic growth in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 87-94.
    10. Muhammad SHAHBAZ & Smile DUBE, 2012. "Revisiting the Relationship between Coal Consumption and Economic Growth: Cointegration and Causality Analysis in Pakistan," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 12(1).
    11. repec:ipg:wpaper:2014-583 is not listed on IDEAS
    12. repec:ipg:wpaper:2014-289 is not listed on IDEAS
    13. Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Short- and long-run relationships between natural gas consumption and economic growth: Evidence from Pakistan," Economic Modelling, Elsevier, vol. 41(C), pages 219-226.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muhammad, Shahbaz & V G R, Chandran & Pervaiz, Azeem, 2011. "Natural gas consumption and economic growth: cointegration, causality and forecast error variance decomposition tests for Pakistan," MPRA Paper 35103, University Library of Munich, Germany, revised 30 Nov 2011.
    2. repec:ipg:wpaper:2014-289 is not listed on IDEAS
    3. Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Short- and long-run relationships between natural gas consumption and economic growth: Evidence from Pakistan," Economic Modelling, Elsevier, vol. 41(C), pages 219-226.
    4. Bildirici, Melike E. & Bakirtas, Tahsin, 2014. "The relationship among oil, natural gas and coal consumption and economic growth in BRICTS (Brazil, Russian, India, China, Turkey and South Africa) countries," Energy, Elsevier, vol. 65(C), pages 134-144.
    5. Muhammad SHAHBAZ & Smile DUBE, 2012. "Revisiting the Relationship between Coal Consumption and Economic Growth: Cointegration and Causality Analysis in Pakistan," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 12(1).
    6. Lean, Hooi Hooi & Smyth, Russell, 2014. "Disaggregated energy demand by fuel type and economic growth in Malaysia," Applied Energy, Elsevier, vol. 132(C), pages 168-177.
    7. Shahbaz, Muhammad & Lean, Hooi Hooi & Farooq, Abdul, 2013. "Natural gas consumption and economic growth in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 87-94.
    8. Bhattacharya, Mita & Rafiq, Shuddhasattwa & Lean, Hooi Hooi & Bhattacharya, Sankar, 2017. "The regulated coal sector and CO2 emissions in Indian growth process: Empirical evidence over half a century and policy suggestions," Applied Energy, Elsevier, vol. 204(C), pages 667-678.
    9. Apergis, Nicholas & Payne, James E., 2010. "The causal dynamics between coal consumption and growth: Evidence from emerging market economies," Applied Energy, Elsevier, vol. 87(6), pages 1972-1977, June.
    10. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    11. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    12. Solarin, Sakiru Adebola & Shahbaz, Muhammad, 2015. "Natural gas consumption and economic growth: The role of foreign direct investment, capital formation and trade openness in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 835-845.
    13. Md. Shahiduzzaman & Khorshed Alam, 2014. "A reassessment of energy and GDP relationship: the case of Australia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 16(2), pages 323-344, April.
    14. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Does Portuguese economy support crude oil conservation hypothesis?," Energy Policy, Elsevier, vol. 45(C), pages 628-634.
    15. Shahbaz, Muhammad & Farhani, Sahbi & Ozturk, Ilhan, 2013. "Coal Consumption, Industrial Production and CO2 Emissions in China and India," MPRA Paper 50618, University Library of Munich, Germany, revised 12 Oct 2013.
    16. Chu, Amanda M.Y. & Lv, Zhihui & Wagner, Niklas F. & Wong, Wing-Keung, 2020. "Linear and nonlinear growth determinants: The case of Mongolia and its connection to China," Emerging Markets Review, Elsevier, vol. 43(C).
    17. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    18. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    19. Chor Foon Tang and Eu Chye Tan, 2012. "Electricity Consumption and Economic Growth in Portugal: Evidence from a Multivariate Framework Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    20. Solarin, Sakiru Adebola & Ozturk, Ilhan, 2016. "The relationship between natural gas consumption and economic growth in OPEC members," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1348-1356.
    21. Vladim r Hajko, 2015. "Energy-Gross Domestic Product Nexus: Disaggregated Analysis for the Czech Republic in the Post-Transformation Era," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 869-888.

    More about this item

    Keywords

    Coal consumption; economic growth; cointegration; Granger causality;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:26151. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.