IDEAS home Printed from https://ideas.repec.org/a/ksp/journ5/v5y2018i1p85-98.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.kspjournals.org/index.php/JEL/article/download/1477/1618
    Download Restriction: no
    File URL: http://www.kspjournals.org/index.php/JEL/article/view/1477
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Finger, Robert & Schmid, Stephanie, 2007. "Modeling agricultural production risk and the adaptation to climate change," 101st Seminar, July 5-6, 2007, Berlin Germany 9270, European Association of Agricultural Economists.
    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. 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.
    5. 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.
    6. 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.
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. repec:bla:econom:v:49:y:1982:i:196:p:409-19 is not listed on IDEAS
    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.
    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. 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.

    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. Tim J. Coelli, 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 219-245, December.
    2. Boris Bravo-Ureta & Daniel Solís & Víctor Moreira López & José Maripani & Abdourahmane Thiam & Teodoro Rivas, 2007. "Technical efficiency in farming: a meta-regression analysis," Journal of Productivity Analysis, Springer, vol. 27(1), pages 57-72, February.
    3. repec:mth:jas888:v:7:y:2019:i:1:p:115-127 is not listed on IDEAS
    4. Thiam, Abdourahmane & Bravo-Ureta, Boris E. & Rivas, Teodoro E., 2001. "Technical efficiency in developing country agriculture: a meta-analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 235-243, September.
    5. Pierani, Pierpaolo & Rizzi, Pier Luigi, 2003. "Technology and efficiency in a panel of Italian dairy farms: an SGM restricted cost function approach," Agricultural Economics, Blackwell, vol. 29(2), pages 195-209, October.
    6. 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.
    7. Rahman, Sanzidur, 2003. "Profit efficiency among Bangladeshi rice farmers," Food Policy, Elsevier, vol. 28(5-6), pages 487-503.
    8. Phu Nguyen-Van & Nguyen To-The, 2016. "Technical efficiency and agricultural policy: evidence from the tea production in Vietnam," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(3), pages 173-184, November.
    9. Basanta R. Dhungana & Peter L. Nuthall & Gilbert V. Nartea, 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 347-369, June.
    10. Ahmad, Munir & Boris E., Bravo-Ureta, 1996. "Technical efficiency measures for dairy farms using panel data: a comparison of alternative model specifications," MPRA Paper 37703, University Library of Munich, Germany.
    11. Anik, Asif Reza & Bauer, Siegfried, 2015. "Impact of resource ownership and input market access on Bangladeshi paddy growers’ efficiency," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 4(3), April.
    12. Munir Ahmad & Azkar Ahmad, 1998. "An Analysis of the Sources of Wheat Output Growth in the Barani Area of the Punjab," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 37(3), pages 231-249.
    13. Phu Nguyen-Van & Nguyen To-The, 2014. "Agricultural extension and technical efficiency of tea production in northeastern Vietnam," Working Papers of BETA 2014-11, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    14. Renato Villano & Euan Fleming, 2006. "Technical Inefficiency and Production Risk in Rice Farming: Evidence from Central Luzon Philippines," Asian Economic Journal, East Asian Economic Association, vol. 20(1), pages 29-46, March.
    15. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    16. Rahman, Sanzidur, 2009. "Whether crop diversification is a desired strategy for agricultural growth in Bangladesh?," Food Policy, Elsevier, vol. 34(4), pages 340-349, August.
    17. Beatriz Gonzalez Lopez-Valcarcel & Patricia Barber Perez, 1996. "Changes in the efficiency of spanish public hospitals after the introduction of program-contracts," Investigaciones Economicas, Fundación SEPI, vol. 20(3), pages 377-402, September.
    18. Tai-Hsin Huang, 2000. "Estimating X-Efficiency in Taiwanese Banking Using a Translog Shadow Profit Function," Journal of Productivity Analysis, Springer, vol. 14(3), pages 225-245, November.
    19. Martín Rossi, 2015. "The Econometrics Approach to the Measurement of Efficiency: A Survey," Working Papers 117, Universidad de San Andres, Departamento de Economia, revised Feb 2015.
    20. Jara-Rojas, Roberto & Bravo-Ureta, Boris E. & Moreira, Victor H. & Diaz, Jose, 2012. "Natural Resource Conservation and Technical Efficiency from Small-scale Farmers in Central Chile," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126227, International Association of Agricultural Economists.
    21. Saldias, Rodrigo & von Cramon-Taubadel, Stephan, 2012. "Access to credit and the determinants of technical inefficiency among specialized small farmers in Chile," DARE Discussion Papers 1211, Georg-August University of Göttingen, Department of Agricultural Economics and Rural Development (DARE).

    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

    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:ksp:journ5:v:5:y:2018:i:1:p:85-98. 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: Bilal KARGI (email available below). General contact details of provider: http://www.kspjournals.org .

    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.