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An econometric analysis of inter-fuel substitution in energy sector of Pakistan

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Abstract

Hydroelectricity is playing a significant role in lowering CO2 emissions as it contributes a desirable platform to fulfill the growing energy demand while releasing fewer GHGs in comparison to other fossil fuels. Utilizing the trans-log production model, this study is an endeavor to investigate the potential inter-fuel substitution by estimating the substitution elasticity between pairs of coal, natural gas, petroleum, and hydroelectricity to suggest policy for Pakistan to achieve higher economic growth, environmental sustainability, and increased energy access by its citizens. Over the period 1980–2013, the ridge regression was approved to estimate the model’s parameters. The findings show that the output elasticity of hydroelectricity is the highest and all the factor inputs are substitutes; whereas, the elasticity of substitution between coal vs. natural gas is the highest, thus suggesting an increased focus on the coal extraction to switch from the alternative usage of gas. Moreover, encouragement of energy subsidy programs, coupled with taxes and infrastructural developments, can be adapted to redirect technology towards hydroelectricity. Hence, the result that hydroelectricity is substituted for all fuels submit that Pakistan has the potential to switch from petroleum to cleaner energy; therefore, reducing the adverse environmental implications and to retain the ability to fuel its energy sector.

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References

  • ADB (2010) Asian Development Bank annual report 2010, vol. 1. The ADB

  • Adeyemo OO, Mabugu R, Hassan RH (2007) Inter-fuel substitution: the case of the Nigerian industrial sector. J Energy S Afr 18(1):39–50

    Article  Google Scholar 

  • Aqeel A, Butt MS (2001) The relationship between energy consumption and economic growth in Pakistan. Asia Pac Dev J 8(2):101–110

    Google Scholar 

  • Aziz AA (2007) The potential of energy substitution in the industrial sector. Department of Economics, Faculty of Management and Economics, Terengganu, Malaysia, pp 1–26

  • Battese GE, Malik SJ (1988) Estimation of elasticities of substitution for CES and VES production functions using firm-level data for food-processing industries in Pakistan. Pak Dev Rev 27(1):59–71

    Article  Google Scholar 

  • Chaudhry IS, Safdar N, Farooq F (2012) Energy consumption and economic growth. Pak J Soc Sci 32(2):371–382

    Google Scholar 

  • Chishti S, Mahmood F (1991) The energy demand in the industrial sector of Pakistan. Pak Dev Rev 30(1):83–88

    Article  Google Scholar 

  • Christensen LR, Jorgenson DW, Lau LJ (1973) Transcendental logarithmic production frontiers. Rev Econ Stat 55(1):28–45

    Article  Google Scholar 

  • Christopoulos DK (2000) The demand for energy in Greek manufacturing. Energy Econ 22:569–586

    Article  Google Scholar 

  • Christopoulos DK, Tsionas EG (2002) Allocative inefficiency and the capital-energy controversy. Energy Econ 24:305–318

    Article  Google Scholar 

  • EIA (2015) Independent statistics and analysis. U.S. Energy Information Administration. SW Washington, DC 20585

  • Hoerl AE, Kennard RW (1970) Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12(1):55–67

    Article  Google Scholar 

  • Hye QMA, Riaz S (2008) Causality between energy consumption and economic growth: the case of Pakistan. Lahore J Econ 13(2):45–58

    Article  Google Scholar 

  • Javid AY, Javid M, Awan ZA (2013) Electricity consumption and economic growth: evidence from Pakistan. Econ Bus Lett 2(1):21–32

    Article  Google Scholar 

  • Jones CT (1995) A dynamic analysis of inter-fuel substitution in US industrial energy demand. J Bus Econ Stat 13:459–465

    Article  Google Scholar 

  • Khalid W (2016) An econometric analysis of inter-fuel and inter-factor substitution in energy sector of Pakistan. Unpublished M. Phil. Dissertation of Economics, School of Economics, Quaid-I-Azam University, Islamabad, Pakistan

  • Khan AH (1989) The two-level CES production function for the manufacturing sector of Pakistan. Pak Dev Rev 28(1):1–12

    Article  Google Scholar 

  • Khan M, Burki AA (2000) Estimating allocative efficiency and elasticities of substitution in large-scale manufacturing sector of Pakistan. Pak J Appl Econ 16(1, 2):49–63

    Google Scholar 

  • Khan AH, Rafiq M (1993) Substitution among labour, capital, imported raw materials, and bank credit in Pakistan’s manufacturing. Pak Dev Rev 32(2):1259–1266

    Article  Google Scholar 

  • Koetse MJ, Groot HLF, Florax RJGM (2008) Capital-energy substitution and shifts in factor demand: a meta-analysis. Energy Econ 30(5):2236–2251

    Article  Google Scholar 

  • Lin B, Fei R (2015) “Analyzing inter-factor substitution and technical progress in the Chinese agriculture sector”. Eur J Agron 66:54–61

  • Lin B, Wessseh PKJ (2013) Estimates of inter-fuel substitution possibilities in Chinese chemical industry. Energy Econ 40:560–568

    Article  Google Scholar 

  • Ma H, Oxley L, Gibson J, Kim B (2008) China’s energy economy: technical change, factor demand and inter-factor/inter-fuel substitution. Energy Econ 30:2167–2183

    Article  Google Scholar 

  • Magnus JR (1979) Substitution between energy and non – energy inputs in the Netherlands 1950 – 1976. Int Econ Rev 20(2):465–484

    Article  Google Scholar 

  • Mahmood Z (1989) Derived demand for factors in the large-scale manufacturing sector of Pakistan. Pak Dev Rev 28(4, 2):731–742

    Google Scholar 

  • McNown RF, Pourgerami A, Hirschhausen CRV (1991) Input substitution in manufacturing for three LDCs: translog estimates and policy implications. Appl Econ 23:209–218

    Article  Google Scholar 

  • Onuonga SM, Etyang M, Mwabu G (2011) The demand for energy in the Kenyan manufacturing sector. J Energy Dev 34(2):265–276

    Google Scholar 

  • Pakistan, Government of (various issues) Pakistan Energy Year Book (2013) HDIP, Ministry of Petroleum and Natural Resources, Islamabad

  • Pakistan, Government of Pakistan (2005) National Environmental Policy. Ministry of Environment, Islamabad

    Google Scholar 

  • Pakistan, Government of Pakistan (2013) 2025, One Nation One Vision, Planning Commission, Ministry of Planning, Development & Reform, Government of Pakistan, Islamabad

  • Penphanussak S, Wongsapai W (2008) The demand for energy in the manufacturing sector of Thailand. In: Paper presentation at the technology and innovation for sustainable development conference, Faculty of Engineering, Khon Kaen University Thailand, pp 1–3

  • Razzaqi S, Bilquees F, Sherbaz S (2011) Dynamic relationship between energy and economic growth: evidence from D8 countries. Pak Dev Rev 50(2):437–458

    Article  Google Scholar 

  • SBP (2010) Handbook of Statistics on Pakistan Economy. State Bank of Pakistan, Islamabad

    Google Scholar 

  • Siddiqui R (2004) Energy and economic growth in Pakistan. Pak Dev Rev 43(2):175–200

    Article  Google Scholar 

  • Smyth R, Narayan PK, Shi H (2012) Inter-fuel substitution in the Chinese iron and steel sector. Int J Prod Econ 139:525–532

    Article  Google Scholar 

  • Soderholm P (2001) Fossil fuel flexibility in west European power generation and the impact of system load factors. Energy Econ 23:77–97

    Article  Google Scholar 

  • Steinbuks J (2010) Inter-fuel substitution and energy use in the UK manufacturing sector. In: Cambridge Electricity Research Group, EPRG Working Paper No 1015, Cambridge Working Paper in Economics, p 1032

  • Stern DI, Cleveland CJ (2004) “Energy and economic growth”, Encyclopedia of energy. Academic Press, San Diego CA, Working Paper Version, pp 35–51

  • United States, Government of the United States (2012) The annual energy outlook 2012 with projections to 2035. United States Energy Information Administration

  • Urga G, Walters C (2003) Dynamic Translog and linear logit models: a factor demand analysis of inter-fuel substitution in US industrial energy demand. Energy Econ 25(1):1–21

    Article  Google Scholar 

  • Uri N (1977) Regional inter-fuel substitution by electric utilities in the United States. J Reg Sci 17:217–226

    Article  Google Scholar 

  • WB (2003) Pakistan oil and gas review, report no. 26072-PK, The World Bank

  • WB (2015) World development indicators database, the World Bank. NW Washington, USA

  • Xie C, Hawkes AD (2015) Estimation of inter-fuel substitution possibilities in China’s transport industry using ridge regression. Energy 88:260–267

    Article  Google Scholar 

Download references

Acknowledgments

The corresponding author is greatly thankful to the responsible Editor and the anonymous referees to their most valuable suggestions that improved early version of the manuscript.

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Authors and Affiliations

  1. Department of Economics, Near East University, Nicosia/TRNC, Cyprus

    Waqar Khalid

  2. School of Economics, Quaid-I-Azam University, Islamabad, Pakistan

    Abdul Jalil

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  1. Waqar Khalid
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  2. Abdul Jalil
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Correspondence to Waqar Khalid.

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Responsible editor: Muhammad Shahbaz

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Khalid, W., Jalil, A. An econometric analysis of inter-fuel substitution in energy sector of Pakistan. Environ Sci Pollut Res 26, 17021–17031 (2019). https://doi.org/10.1007/s11356-019-05014-3

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