IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v86y2015icp436-445.html
   My bibliography  Save this article

Long-run relationship between sectoral productivity and energy consumption in Malaysia: An aggregated and disaggregated viewpoint

Author

Listed:
  • Rahman, Md Saifur
  • Junsheng, Ha
  • Shahari, Farihana
  • Aslam, Mohamed
  • Masud, Muhammad Mehedi
  • Banna, Hasanul
  • Liya, Ma

Abstract

This paper investigates the causal relationship between energy consumption and economic productivity in Malaysia at both aggregated and disaggregated levels. The investigation utilises total and sectoral (industrial and manufacturing) productivity growth during the 1971–2012 period using the modified Granger causality test proposed by Toda and Yamamoto [1] within a multivariate framework. The economy of Malaysia was found to be energy dependent at aggregated and disaggregated levels of national and sectoral economic growth. However, at disaggregate level, inefficient energy use is particularly identified with electricity and coal consumption patterns and their Granger caused negative effects upon GDP (Gross Domestic Product) and manufacturing growth. These findings suggest that policies should focus more on improving energy efficiency and energy saving. Furthermore, since emissions are found to have a close relationship to economic output at national and sectoral levels green technologies are of a highest necessity.

Suggested Citation

  • Rahman, Md Saifur & Junsheng, Ha & Shahari, Farihana & Aslam, Mohamed & Masud, Muhammad Mehedi & Banna, Hasanul & Liya, Ma, 2015. "Long-run relationship between sectoral productivity and energy consumption in Malaysia: An aggregated and disaggregated viewpoint," Energy, Elsevier, vol. 86(C), pages 436-445.
  • Handle: RePEc:eee:energy:v:86:y:2015:i:c:p:436-445
    DOI: 10.1016/j.energy.2015.04.049
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544215005046
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2015.04.049?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    3. Zhang, Wei & Yang, Shuyun, 2013. "The influence of energy consumption of China on its real GDP from aggregated and disaggregated viewpoints," Energy Policy, Elsevier, vol. 57(C), pages 76-81.
    4. Esseghir, Asma & Haouaoui Khouni, Leila, 2014. "Economic growth, energy consumption and sustainable development: The case of the Union for the Mediterranean countries," Energy, Elsevier, vol. 71(C), pages 218-225.
    5. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "The dynamics of electricity consumption and economic growth: A revisit study of their causality in Pakistan," Energy, Elsevier, vol. 39(1), pages 146-153.
    6. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    7. Saboori, Behnaz & Sulaiman, Jamalludin, 2013. "CO2 emissions, energy consumption and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach," Energy, Elsevier, vol. 55(C), pages 813-822.
    8. 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.
    9. Commission on Growth and Development, 2008. "The Growth Report : Strategies for Sustained Growth and Inclusive Development," World Bank Publications - Books, The World Bank Group, number 6507, December.
    10. Behmiri, Niaz Bashiri & Pires Manso, José Ramos, 2014. "The linkage between crude oil consumption and economic growth in Latin America: The panel framework investigations for multiple regions," Energy, Elsevier, vol. 72(C), pages 233-241.
    11. Zaharin Zulkifli, 2016. "Malaysia Country Report," Chapters, in: Shigeru Kimura & Han Phoumin (ed.), Energy Outlook and Energy Saving Potential in East Asia 2016, chapter 11, pages 215-236, Economic Research Institute for ASEAN and East Asia (ERIA).
    12. 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.
    13. Rahman Mohamed, Abdul & Lee, Keat Teong, 2006. "Energy for sustainable development in Malaysia: Energy policy and alternative energy," Energy Policy, Elsevier, vol. 34(15), pages 2388-2397, October.
    14. Zaharin Zulkifli, 2012. "Malaysia Country Report," Chapters, in: Shigeru Kimura (ed.), Analysis on Energy Saving Potential in East Asia, chapter 11, pages 207-224, Economic Research Institute for ASEAN and East Asia (ERIA).
    15. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    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. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    18. 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.
    19. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    20. Park, Sun-Young & Yoo, Seung-Hoon, 2014. "The dynamics of oil consumption and economic growth in Malaysia," Energy Policy, Elsevier, vol. 66(C), pages 218-223.
    21. Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H., 2011. "A review on energy scenario and sustainable energy in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 639-647, January.
    22. David E. A. Giles, & Patrick J. Caragata, 1998. "The Learning Path of the Hidden Economy:Tax and Growth Effects in New Zealand," Econometrics Working Papers 9805, Department of Economics, University of Victoria.
    23. Charalambos Pattichis, 1999. "Price and income elasticities of disaggregated import demand: results from UECMs and an application," Applied Economics, Taylor & Francis Journals, vol. 31(9), pages 1061-1071.
    24. 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.
    25. 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.
    26. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    27. Tang, Chor Foon & Shahbaz, Muhammad, 2013. "Sectoral analysis of the causal relationship between electricity consumption and real output in Pakistan," Energy Policy, Elsevier, vol. 60(C), pages 885-891.
    28. Chandran, V.G.R. & Sharma, Susan & Madhavan, Karunagaran, 2010. "Electricity consumption-growth nexus: The case of Malaysia," Energy Policy, Elsevier, vol. 38(1), pages 606-612, January.
    29. 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.
    30. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    31. Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
    32. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    33. 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.
    34. 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.
    35. Wolde-Rufael, Yemane, 2004. "Disaggregated industrial energy consumption and GDP: the case of Shanghai, 1952-1999," Energy Economics, Elsevier, vol. 26(1), pages 69-75, January.
    36. Zaharin Zulkifli, . "Malaysia Country Report," Chapters, in: Shigeru Kimura (ed.), Analysis on Energy Saving Potential in East Asia Region, chapter 11, pages 157-170, Economic Research Institute for ASEAN and East Asia (ERIA).
    37. Ghosh, Sajal & Kanjilal, Kakali, 2014. "Long-term equilibrium relationship between urbanization, energy consumption and economic activity: Empirical evidence from India," Energy, Elsevier, vol. 66(C), pages 324-331.
    38. James E. Payne, 2010. "Survey of the international evidence on the causal relationship between energy consumption and growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(1), pages 53-95, January.
    39. Bastola, Umesh & Sapkota, Pratikshya, 2015. "Relationships among energy consumption, pollution emission, and economic growth in Nepal," Energy, Elsevier, vol. 80(C), pages 254-262.
    40. Yu, Eden S. H. & Hwang, Been-Kwei, 1984. "The relationship between energy and GNP : Further results," Energy Economics, Elsevier, vol. 6(3), pages 186-190, July.
    41. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.
    42. Wang, Yuan & Wang, Yichen & Zhou, Jing & Zhu, Xiaodong & Lu, Genfa, 2011. "Energy consumption and economic growth in China: A multivariate causality test," Energy Policy, Elsevier, vol. 39(7), pages 4399-4406, July.
    43. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    44. Soytas, Ugur & Sari, Ramazan, 2007. "The relationship between energy and production: Evidence from Turkish manufacturing industry," Energy Economics, Elsevier, vol. 29(6), pages 1151-1165, November.
    45. Chor Foon Tang, 2009. "Electricity consumption, income, foreign direct investment, and population in Malaysia," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 36(4), pages 371-382, September.
    46. Abul Masih & Rumi Masih, 1998. "A multivariate cointegrated modelling approach in testing temporal causality between energy consumption, real income and prices with an application to two Asian LDCs," Applied Economics, Taylor & Francis Journals, vol. 30(10), pages 1287-1298.
    47. Masih, Abul M. M. & Masih, Rumi, 1997. "On the temporal causal relationship between energy consumption, real income, and prices: Some new evidence from Asian-energy dependent NICs Based on a multivariate cointegration/vector error-correctio," Journal of Policy Modeling, Elsevier, vol. 19(4), pages 417-440, August.
    48. Lin, Boqiang & Moubarak, Mohamed & Ouyang, Xiaoling, 2014. "Carbon dioxide emissions and growth of the manufacturing sector: Evidence for China," Energy, Elsevier, vol. 76(C), pages 830-837.
    49. 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.
    50. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    51. Lutkepohl, Helmut, 1982. "Non-causality due to omitted variables," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 367-378, August.
    52. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    53. 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.
    54. Bowden, Nicholas & Payne, James E., 2009. "The causal relationship between U.S. energy consumption and real output: A disaggregated analysis," Journal of Policy Modeling, Elsevier, vol. 31(2), pages 180-188.
    55. Kivyiro, Pendo & Arminen, Heli, 2014. "Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: Causality analysis for Sub-Saharan Africa," Energy, Elsevier, vol. 74(C), pages 595-606.
    56. Salahuddin, Mohammad & Gow, Jeff, 2014. "Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries," Energy, Elsevier, vol. 73(C), pages 44-58.
    57. Wang, S.S. & Zhou, D.Q. & Zhou, P. & Wang, Q.W., 2011. "CO2 emissions, energy consumption and economic growth in China: A panel data analysis," Energy Policy, Elsevier, vol. 39(9), pages 4870-4875, September.
    58. Squalli, Jay, 2007. "Electricity consumption and economic growth: Bounds and causality analyses of OPEC members," Energy Economics, Elsevier, vol. 29(6), pages 1192-1205, November.
    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. Rahman, Md. Saifur & Noman, Abu Hanifa Md. & Shahari, Farihana & Aslam, Mohamed & Gee, Chan Sok & Isa, Che Ruhana & Pervin, Sajeda, 2016. "Efficient energy consumption in industrial sectors and its effect on environment: A comparative analysis between G8 and Southeast Asian emerging economies," Energy, Elsevier, vol. 97(C), pages 82-89.
    2. Zaman, Khalid & Moemen, Mitwali Abd-el., 2017. "Energy consumption, carbon dioxide emissions and economic development: Evaluating alternative and plausible environmental hypothesis for sustainable growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1119-1130.
    3. Rahman, M.S. & Shahari, Farihana & Rahman, Mahfuzur & Noman, Abu Hanifa Md, 2017. "The interdependent relationship between sectoral productivity and disaggregated energy consumption in Malaysia: Markov Switching approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 752-759.
    4. Ahmad, Ashfaq & Zhao, Yuhuan & Shahbaz, Muhammad & Bano, Sadia & Zhang, Zhonghua & Wang, Song & Liu, Ya, 2016. "Carbon emissions, energy consumption and economic growth: An aggregate and disaggregate analysis of the Indian economy," Energy Policy, Elsevier, vol. 96(C), pages 131-143.
    5. Rahman, Md. Saifur & Noman, Abu Hanifa Md. & Shahari, Farihana, 2017. "Does economic growth in Malaysia depend on disaggregate energy?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 640-647.
    6. Roubaud, David & Shahbaz, Muhammad, 2018. "Financial Development, Economic Growth, and Electricity Demand: A Sector Analysis of an Emerging Economy," MPRA Paper 87212, University Library of Munich, Germany, revised 06 Jun 2018.
    7. Muhammad Noshab Hussain & Zaiyang Li & Shaohua Yang, 2023. "Heterogeneous effects of urbanization and environment Kuznets curve hypothesis in Africa," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 317-333, May.

    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. Rahman, Md. Saifur & Noman, Abu Hanifa Md. & Shahari, Farihana, 2017. "Does economic growth in Malaysia depend on disaggregate energy?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 640-647.
    2. Rahman, M.S. & Shahari, Farihana & Rahman, Mahfuzur & Noman, Abu Hanifa Md, 2017. "The interdependent relationship between sectoral productivity and disaggregated energy consumption in Malaysia: Markov Switching approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 752-759.
    3. 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.
    4. Rahman, Md. Saifur & Noman, Abu Hanifa Md. & Shahari, Farihana & Aslam, Mohamed & Gee, Chan Sok & Isa, Che Ruhana & Pervin, Sajeda, 2016. "Efficient energy consumption in industrial sectors and its effect on environment: A comparative analysis between G8 and Southeast Asian emerging economies," Energy, Elsevier, vol. 97(C), pages 82-89.
    5. 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.
    6. Ahmad, Nisar & Aghdam, Reza FathollahZadeh & Butt, Irfan & Naveed, Amjad, 2020. "Citation-based systematic literature review of energy-growth nexus: An overview of the field and content analysis of the top 50 influential papers," Energy Economics, Elsevier, vol. 86(C).
    7. Zhihui Lv & Amanda M. Y. Chu & Michael McAleer & Wing-Keung Wong, 2019. "Modelling Economic Growth, Carbon Emissions, and Fossil Fuel Consumption in China: Cointegration and Multivariate Causality," IJERPH, MDPI, vol. 16(21), pages 1-35, October.
    8. 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).
    9. Jaruwan Chontanawat, 2020. "Dynamic Modelling of Causal Relationship between Energy Consumption, CO 2 Emission, and Economic Growth in SE Asian Countries," Energies, MDPI, vol. 13(24), pages 1-27, December.
    10. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    11. Naser, Hanan, 2014. "On the cointegration and causality between Oil market, Nuclear Energy Consumption, and Economic Growth: Evidence from Developed Countries," MPRA Paper 65252, University Library of Munich, Germany, revised 25 Mar 2015.
    12. 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.
    13. Salahuddin, Mohammad & Gow, Jeff, 2014. "Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries," Energy, Elsevier, vol. 73(C), pages 44-58.
    14. Jaganath Behera, 2015. "Examined the Energy-Led Growth Hypothesis in India: Evidence from Time Series Analysis," Energy Economics Letters, Asian Economic and Social Society, vol. 2(4), pages 46-56, December.
    15. Junsheng Ha & Pei-Pei Tan & Kim-Leng Goh, 2018. "Linear and nonlinear causal relationship between energy consumption and economic growth in China: New evidence based on wavelet analysis," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-21, May.
    16. 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).
    17. 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.
    18. Shahbaz, Muhammad & Rasool, Ghulam & Ahmed, Khalid & Mahalik, Mantu Kumar, 2016. "Considering the effect of biomass energy consumption on economic growth: Fresh evidence from BRICS region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1442-1450.
    19. Farzana Sharmin & Mohammed Robayet Khan & Mohammed Robayet Khan, 2016. "A Causal Relationship between Energy Consumption, Energy Prices and Economic Growth in Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 6(3), pages 477-494.
    20. Tang, Chor Foon & Shahbaz, Muhammad, 2013. "Sectoral analysis of the causal relationship between electricity consumption and real output in Pakistan," Energy Policy, Elsevier, vol. 60(C), pages 885-891.

    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:eee:energy:v:86:y:2015:i:c:p:436-445. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.