IDEAS home Printed from https://ideas.repec.org/a/caa/jnlage/v64y2018i8id327-2016-agricecon.html
   My bibliography  Save this article

Semi-parametric analysis of agricultural production under dichotomy of inputs

Author

Listed:
  • Naveed IQBAL

    (University of Sargodha, Sargodha, Pakistan)

  • Maqbool Hussain SIAL

    (University of Management and Technology, Lahore, Pakistan)

Abstract

Inputs used in agriculture play asymmetric roles during the production process. Growth inputs, i.e. water, nutrients, seed and soil environment, become a part of the biological growth of plants, whereas facilitating inputs, i.e. labour, capital and pesticides, help regulate the functions of growth inputs from outside of the plants. This insight about the asymmetric role of agricultural inputs has been incorporated into agricultural economics on the basis of agronomic principles of crop production. The objective of this study was to analyse the effect of facilitating inputs on the technical efficiency of growth inputs. This analysis has been carried out semi-parametrically by employing the double bootstrap procedure on farm household level data from Pakistan. The results indicate that pesticides, capital and family labour scale up the technical efficiency of the growth inputs, whereas hired labour significantly scales down this efficiency. We recommend the creation of alternative employment opportunities for the rural labour force, provision of effective agricultural extension services to farm families, a minimisation of trade barriers to the import agricultural machinery and an enhancement of the extent of farm mechanisation.

Suggested Citation

  • Naveed IQBAL & Maqbool Hussain SIAL, 2018. "Semi-parametric analysis of agricultural production under dichotomy of inputs," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(8), pages 378-388.
    • Handle: RePEc:caa:jnlage:v:64:y:2018:i:8:id:327-2016-agricecon
    DOI: 10.17221/327/2016-AGRICECON
    as

    Download full text from publisher

    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/327/2016-AGRICECON.html
    Download Restriction: free of charge
    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/327/2016-AGRICECON.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.17221/327/2016-AGRICECON?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. Melanie Blackwell & Pagoulatos Angelos, 1992. "The Econometrics of Damage Control," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(4), pages 1040-1044.
    2. Shafiq, Muhammad & Rehman, Tahir, 2000. "The extent of resource use inefficiencies in cotton production in Pakistan's Punjab: an application of Data Envelopment Analysis," Agricultural Economics, Blackwell, vol. 22(3), pages 321-330, April.
    3. Carolyn R. Harper & David Zilberman, 1989. "Pest Externalities from Agricultural Inputs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(3), pages 692-702.
    4. Gerald A. Carlson, 1977. "Long-Run Productivity of Insecticides," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 59(3), pages 543-548.
    5. Kelvin Balcombe & Iain Fraser & Laure Latruffe & Mizanur Rahman & Laurence Smith, 2008. "An application of the DEA double bootstrap to examine sources of efficiency in Bangladesh rice farming," Applied Economics, Taylor & Francis Journals, vol. 40(15), pages 1919-1925.
    6. Alfons Lansink & Elvira Silva, 2004. "Non-Parametric Production Analysis of Pesticides Use in the Netherlands," Journal of Productivity Analysis, Springer, vol. 21(1), pages 49-65, January.
    7. Jos Blank & Vivian Valdmanis, 2010. "Environmental factors and productivity on Dutch hospitals: a semi-parametric approach," Health Care Management Science, Springer, vol. 13(1), pages 27-34, March.
    8. Erik Lichtenberg & David Zilberman, 1986. "The Econometrics of Damage Control: Why Specification Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 261-273.
    9. Robert G. Chambers & Erik Lichtenberg, 1994. "Simple Econometrics of Pesticide Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 407-417.
    10. Glenn Fox & Alfons Weersink, 1995. "Damage Control and Increasing Returns," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(1), pages 33-39.
    11. J. C. Headley, 1968. "Estimating the Productivity of Agricultural Pesticides," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 50(1), pages 13-23.
    12. Catalina Carrasco-Tauber & L. Joe Moffitt, 1992. "Damage Control Econometrics: Functional Specification and Pesticide Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 158-162.
    13. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    14. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    15. Timo Kuosmanen & Diemuth Pemsl & Justus Wesseler, 2006. "Specification and Estimation of Production Functions Involving Damage Control Inputs: A Two-Stage, Semiparametric Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 499-511.
    16. 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.
    Full references (including those not matched with items on IDEAS)

    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. Robert G. Chambers & Giannis Karagiannis & Vangelis Tzouvelekas, 2009. "Yet Another Look at Pest Damage and Pesticide Productivity," Working Papers 0911, University of Crete, Department of Economics.
    2. Fadhuile, Adelaide & Lemarie, Stephane & Pirotte, Alain, 2011. "Pesticides Uses in Crop Production: What Can We Learn from French Farmers Practices?," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103654, Agricultural and Applied Economics Association.
    3. Adélaïde Fadhuile & Stéphane Lemarié & Alain Pirotte, 2016. "Disaggregating the Demand for Pesticides: Does it Matter?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(2), pages 223-252, June.
    4. Karagiannis, Giannis & Tsionas, Efthimios & Tzouvelekas, Vangelis, 2005. "Efficiency in Damage Control Inputs: A Stochastic Production Frontier Approach," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24642, European Association of Agricultural Economists.
    5. Mitchell, Paul D., 2001. "Additive Versus Proportional Pest Damage Functions: Why Ecology Matters," 2001 Annual meeting, August 5-8, Chicago, IL 20775, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Theodoros Skevas & Spiro E. Stefanou & Alfons Oude Lansink, 2013. "Do Farmers Internalise Environmental Spillovers of Pesticides in Production?," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 624-640, September.
    7. Norwood, F. Bailey & Marra, Michele C., 2003. "Pesticide Productivity: Of Bugs and Biases," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 28(3), pages 1-15, December.
    8. Young, Douglas L. & Smith, Elwin G. & Kwon, Tae-Jin, 2000. "Aggregation Issues In Pest Control Economics: A Bioeconomic Approach," 2000 Annual Meeting, June 29-July 1, 2000, Vancouver, British Columbia 36448, Western Agricultural Economics Association.
    9. Jianhua Wang & May Chu & Yuting Ma, 2018. "Measuring Rice Farmer’s Pesticide Overuse Practice and the Determinants: A Statistical Analysis Based on Data Collected in Jiangsu and Anhui Provinces of China," Sustainability, MDPI, vol. 10(3), pages 1-17, March.
    10. Robert Romain & Rémy Lambert & Renée Michaud & Claude Lapointe, 2002. "Impact des variables et pratiques agronomiques sur la réduction des dommages: le cas de la pomme de terre au Québec," Post-Print hal-01201029, HAL.
    11. Alfons Oude Lansink & Alain Carpentier, 2001. "Damage Control Productivity: An Input Damage Abatement Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(3), pages 11-22, September.
    12. Mathews, Kenneth H., Jr., 2001. "Antimicrobial Drug Use And Veterinary Costs In U.S. Livestock Production," Agricultural Information Bulletins 33695, United States Department of Agriculture, Economic Research Service.
    13. Young, Douglas L. & Haantuba, Hyde H., 1998. "An Economic Threshold For Tick Control Considering Multiple Damages And Probability-Based Damage Functions," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(2), pages 1-11, December.
    14. Dirksmeyer, Walter, 2007. "Ist Eine Reduzierung Des Pflanzenschutzmitteleinsatzes Im Freilandgemüsebau Möglich? Ergebnisse Eines Bioökonomischen Simulationsmodells," 47th Annual Conference, Weihenstephan, Germany, September 26-28, 2007 7592, German Association of Agricultural Economists (GEWISOLA).
    15. Robert Romain & Rémy Lambert & Renée Michaud & Claude, Lapointe, 2002. "Impact des variables et pratiques agronomiques sur la réduction des dommages: le cas de la pomme de terre au Québec," Cahiers d'Economie et Sociologie Rurales, INRA Department of Economics, vol. 64, pages 57-82.
    16. Romain, Robert & Lambert, Rémy & Michaud, Renée & Lapointe, Claude, 2002. "Impact des variables et pratiques agronomiques sur la réduction des dommages: le cas de la pomme de terre au Québec," Cahiers d'Economie et de Sociologie Rurales (CESR), Institut National de la Recherche Agronomique (INRA), vol. 64.
    17. Kassoum Ayouba, 2016. "On the estimation of damage reducing functions," Economics Bulletin, AccessEcon, vol. 36(4), pages 2394-2404.
    18. Serra, Teresa & Zilberman, David & Goodwin, Barry K. & Featherstone, Allen M., 2005. "Effects of Decoupling on the Average and the Variability of Output," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24601, European Association of Agricultural Economists.
    19. Wechsler, Seth J. & McFadden, Jonathan R. & Smith, David J., 2016. "Into the Weeds: A Structural Model of Herbicide Demand and Glyphosate Resistance on U.S. Corn Farms," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235998, Agricultural and Applied Economics Association.
    20. Dakpo, K Hervé & Latruffe, Laure & Desjeux, Yann, 2024. "Valuing Output Losses and Potential Pesticide Reduction in French Wine Production: Integrating Agronomic Principles in Production Frontier," 2024 Annual Meeting, July 28-30, New Orleans, LA 344050, Agricultural and Applied Economics Association.

    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:caa:jnlage:v:64:y:2018:i:8:id:327-2016-agricecon. 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: Ivo Andrle (email available below). General contact details of provider: https://www.cazv.cz/en/home/ .

    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.