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Climate change and profit efficiency in Punjab, Pakistan: Evidence from household-level panel data

Author

Listed:
  • Khush Bukhat ZAHID,

    (Kashmir Institute of Economics University of AJK muzaffarabad, Pakistan.)

  • Munir AHMED

    (Pakistan Instiitute of Development Economics, Islamabad, Pakistan.)

Abstract

This study seeks to examine, both theoretically and empirically, the impact of climate change on farm Profit efficiency in Rural Punjab Pakistan. Current study explores the climate change impact by using Stochastic Profit Frontier Model at farm level with panel data. The outcomes of this study are indicative of a strong impact of climate change on the agriculture of Punjab, Pakistan. Increase in long run normal precipitation and temperature have significant effect on farm profit that fluctuates in direction as well as magnitude across quarters. The incidence of weather shocks and socioeconomic characteristics of the farming households are important factors of profit efficiency at farm level. The quasi fixed inputs are positively and significantly related to farm profits while input prices contribute negatively to farm profitability. The average profit efficiency score turned out to be 0.72, suggesting that the average farm, by improving their efficiency can increase the profit up to 28 percent. The findings of present study are evocative of huge impact of climate change on the rain-fed areas of Punjab since these are water scarce areas depending on rain fall for cropping. Arguably, it is vital for the better performance of the agriculture sector to combat the impact of climate change more effectively through implementation of adaptation strategies.

Suggested Citation

  • Khush Bukhat ZAHID, & Munir AHMED, 2018. "Climate change and profit efficiency in Punjab, Pakistan: Evidence from household-level panel data," Journal of Economics Library, KSP Journals, vol. 5(1), pages 85-98, March.
  • Handle: RePEc:ksp:journ5:v:5:y:2018:i:1:p:85-98
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    References listed on IDEAS

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    1. Robert Finger & Stéphanie Schmid, 2008. "Modeling agricultural production risk and the adaptation to climate change," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 68(1), pages 25-41, May.
    2. Rahman, Sanzidur, 2003. "Profit efficiency among Bangladeshi rice farmers," Food Policy, Elsevier, vol. 28(5-6), pages 487-503.
    3. Munir Ahmad & Ghulam Mustafa Chaudhry & Mohammad Iqbal, 2002. "Wheat Productivity, Efficiency, and Sustainability: A Stochastic Production Frontier Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(4), pages 643-663.
    4. Schmidt, Peter, 1976. "On the Statistical Estimation of Parametric Frontier Production Functions," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 238-239, May.
    5. Bravo-Ureta, Boris E. & Pinheiro, António E., 1993. "Efficiency Analysis of Developing Country Agriculture: A Review of the Frontier Function Literature," Agricultural and Resource Economics Review, Cambridge University Press, vol. 22(1), pages 88-101, April.
    6. Berger, Allen N. & Hancock, Diana & Humphrey, David B., 1993. "Bank efficiency derived from the profit function," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 317-347, April.
    7. M. Ishaq Javed & Sultan Ali Adil & Sarfaraz Hassan & Asghar Ali, 2009. "An Efficiency Analysis of Punjab’s Cotton-Wheat System," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 14(2), pages 97-124, Jul-Dec.
    8. Hughes, Neal & Lawson, Kenton & Davidson, Alistair & Jackson, Tom & Sheng, Yu, 2011. "Productivity pathways: climate-adjusted production frontiers for the Australian broadacre cropping industry," 2011 Conference (55th), February 8-11, 2011, Melbourne, Australia 100563, Australian Agricultural and Resource Economics Society.
    9. Nasim, Sanval & Dinar, Ariel & Helfand, Steven, 2014. "Allocative inefficiency and farm-level constraints in irrigated agriculture in Pakistan:," PSSP working papers 15, International Food Policy Research Institute (IFPRI).
    10. Ali, Farman & Parikh, Ashok & Shah, Mir Kalan, 1996. "Measurement of economic efficiency using the behavioral and stochastic cost frontier approach," Journal of Policy Modeling, Elsevier, vol. 18(3), pages 271-287, June.
    11. Uzma Hanif & Shabib Haider Syed & Rafique Ahmad & Kauser Abdullah Malik, 2010. "Economic Impact of Climate Change on the Agricultural Sector of Punjab," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 49(4), pages 771-798.
    12. Wadud, Md. Abdul., 2003. "Technical, Allocative, and economic efficiency of farms in Bangladesh: a stochastic frontier and DEA approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 37(1), pages 109-126, September.
    13. Eaton, Jonathan & Panagariya, Arvind, 1982. "Growth and Welfare in a Small, Open Economy," Economica, London School of Economics and Political Science, vol. 49(196), pages 409-419, November.
    14. George Battese & Sumiter Broca, 1997. "Functional Forms of Stochastic Frontier Production Functions and Models for Technical Inefficiency Effects: A Comparative Study for Wheat Farmers in Pakistan," Journal of Productivity Analysis, Springer, vol. 8(4), pages 395-414, November.
    15. Mubarik Ali & John C. Flinn, 1989. "Profit Efficiency Among Basmati Rice Producers in Pakistan Punjab," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(2), pages 303-310.
    16. Ahmad, Munir & Nawaz, Muhammad & Iqbal, Muhammad & Javed, Sajid, 2014. "Analysing the Impact of Climate Change on Rice Productivity in Pakistan," MPRA Paper 72861, University Library of Munich, Germany.
    17. Subal C. Kumbhakar, 2001. "Estimation of Profit Functions When Profit Is Not Maximum," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(1), pages 1-19.
    18. Lee, Jaehyuk & Nadolnyak, Denis A. & Hartarska, Valentina M., 2012. "Impact of Climate Change on Agricultural Production in Asian Countries: Evidence from Panel Study," 2012 Annual Meeting, February 4-7, 2012, Birmingham, Alabama 119808, Southern Agricultural Economics Association.
    19. Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1990. "Production frontiers with cross-sectional and time-series variation in efficiency levels," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 185-200.
    20. Adams, Richard M. & McCarl, Bruce A. & Dudek, Daniel J. & Glyer, J. David, 1988. "Implications Of Global Climate Change For Western Agriculture," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 13(2), pages 1-9, December.
    21. Bauer, Paul W., 1990. "Recent developments in the econometric estimation of frontiers," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 39-56.
    22. Munir Ahmad, 2003. "Agricultural Productivity, Efficiency, and Rural Poverty in Irrigated Pakistan: A Stochastic Production FrontiermAnalysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(3), pages 219-248.
    23. Rios, Ana R. & Shively, Gerald E., 2005. "Farm size and nonparametric efficiency measurements for coffee farms in Vietnam," 2005 Annual meeting, July 24-27, Providence, RI 19159, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    24. George E. Battese, 1997. "A Note On The Estimation Of Cobb‐Douglas Production Functions When Some Explanatory Variables Have Zero Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 250-252, January.
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    Cited by:

    1. Khush Bukhat Zahid, 2023. "Household Market Participation, Access, and Farm Productivity in AJK: Evidence from Farm Household Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 62(3), pages 375-394.

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    More about this item

    Keywords

    Agriculture; Farm production; Climate change; Profit efficiency; Stochastic profit frontier model and farm level panel data.;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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