IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v41y2014i1p41-50.html
   My bibliography  Save this article

Productivity accounting for separable technologies

Author

Listed:
  • Robert Chambers
  • Giannis Karagiannis
  • Vangelis Tzouvelekas

Abstract

This paper develops a method for decomposing total factor productivity growth in separable production technologies and uses it to examine the role of pest-damage prevention on agricultural productivity. The rate of technical change is decomposed into output-enhancing and damage-preventing components. Growth accounting cannot provide separate estimates of these two components of technical change, and instead a parametric model is developed based on the dual cost function. The proposed model captures both components of technical change, properly accounts for environmental effects, and also accommodates the presence of capacity utilization and scale biases. The empirical application of the model is to a sample of Cretan olive-oil producers, and the results show that output-enhancing technical change is more important than damage-preventing technical change in explaining observed total factor productivity (TFP) changes. The second largest source of TFP growth is due to the scale effect. Copyright Springer Science+Business Media New York 2014

Suggested Citation

  • Robert Chambers & Giannis Karagiannis & Vangelis Tzouvelekas, 2014. "Productivity accounting for separable technologies," Journal of Productivity Analysis, Springer, vol. 41(1), pages 41-50, February.
  • Handle: RePEc:kap:jproda:v:41:y:2014:i:1:p:41-50
    DOI: 10.1007/s11123-013-0367-6
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11123-013-0367-6
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11123-013-0367-6?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. Morrison, Catherine J., 1986. "Productivity measurement with non-static expectations and varying capacity utilization : An integrated approach," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 51-74.
    2. Miles S. Kimball & John G. Fernald & Susanto Basu, 2006. "Are Technology Improvements Contractionary?," American Economic Review, American Economic Association, vol. 96(5), pages 1418-1448, December.
    3. Felthoven, Ronald G. & Paul, Catherine J. Morrison, 2004. "Directions for productivity measurement in fisheries," Marine Policy, Elsevier, vol. 28(2), pages 161-169, March.
    4. Diewart, W Erwin & Morrison, Catherine J, 1986. "Adjusting Output and Productivity Indexes for Changes in the Terms of Trade," Economic Journal, Royal Economic Society, vol. 96(383), pages 659-679, September.
    5. Oberhofer, W & Kmenta, J, 1974. "A General Procedure for Obtaining Maximum Likelihood Estimates in Generalized Regression Models," Econometrica, Econometric Society, vol. 42(3), pages 579-590, May.
    6. Hulten, Charles R., 1986. "Productivity change, capacity utilization, and the sources of efficiency growth," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 31-50.
    7. repec:adr:anecst:y:2003:i:69:p:03 is not listed on IDEAS
    8. Ai, Chunrong & McFadden, Daniel, 1997. "Estimation of some partially specified nonlinear models," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 1-37.
    9. 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.
    10. Hannesson, Rognvaldur, 2007. "Growth accounting in a fishery," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 364-376, May.
    11. 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.
    12. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    13. Ball, V Eldon, et al, 1993. "The Stock of Capital in European Community Agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 20(4), pages 437-450.
    14. Breusch, Trevor S., 1987. "Maximum likelihood estimation of random effects models," Journal of Econometrics, Elsevier, vol. 36(3), pages 383-389, 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. Chambers, Robert G. & Tzouvelekas, Vangelis, 2013. "Estimating population dynamics without population data," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 510-522.

    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. Chambers, Robert G. & Tzouvelekas, Vangelis, 2013. "Estimating population dynamics without population data," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 510-522.
    2. Konstantinos Chatzimichael & Margarita Genius & Vangelis Tzouvelekas, 2015. "Health-Damaging Inputs, Workers' Health Status and Productivity Measurement," Working Papers 1505, University of Crete, Department of Economics.
    3. James Kirkley & Catherine Morrison Paul & Dale Squires, 2002. "Capacity and Capacity Utilization in Common-pool Resource Industries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 71-97, June.
    4. Konstantinos Chatzimichael & Margarita Genius & Vangelis Tzouvelekas, 2017. "Health-Damaging Inputs, Workers Health Status and Productivity Measurement," Working Papers 1701, University of Crete, Department of Economics.
    5. Konstantinos Chatzimichael & Margarita Genius & Vangelis Tzouvelekas, 2015. "Health-Damaging Inputs, Workers' Health Status and Productivity Measurement," Working Papers 1504, University of Crete, Department of Economics.
    6. Thijs ten Raa & Pierre Mohnen, 2009. "Neoclassical Growth Accounting and Frontier Analysis: A Synthesis," World Scientific Book Chapters, in: Input–Output Economics: Theory And Applications Featuring Asian Economies, chapter 19, pages 347-370, World Scientific Publishing Co. Pte. Ltd..
    7. Nadiri, M. Ishaq & Prucha, Ingmar R., 1990. "Dynamic factor demand models, productivity measurement, and rates of return: Theory and an empirical application to the US Bell System," Structural Change and Economic Dynamics, Elsevier, vol. 1(2), pages 263-289, December.
    8. 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.
    9. Susanto Basu & John Fernald, 2001. "Why Is Productivity Procyclical? Why Do We Care?," NBER Chapters, in: New Developments in Productivity Analysis, pages 225-302, National Bureau of Economic Research, Inc.
    10. George Mergos & Giannis Karagiannis, 1997. "Sources Of Productivity Change Under Temporary Equilibrium And Application To Greek Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 313-329, January.
    11. Walden, John & Fissel, Ben & Squires, Dale & Vestergaard, Niels, 2015. "Productivity change in commercial fisheries: An introduction to the special issue," Marine Policy, Elsevier, vol. 62(C), pages 289-293.
    12. Ilya B. Voskoboynikov, 2023. "Sources of productivity growth in Eastern Europe and Russia before the global financial crisis," Journal of Productivity Analysis, Springer, vol. 59(3), pages 225-241, June.
    13. Arnab Deb, 2013. "Economic Reforms, Capacity Utilization, and Productivity Growth in Indian Manufacturing," Alumni working papers 2013-05, University of Connecticut, Department of Economics.
    14. Robert G Chambers & Konstantinos Chatzimichael & Vangelis Tzouvelekas, 2019. "Sub-lethal concentrations of neonicotinoid insecticides at the field level affect negatively honey yield: Evidence from a 6-year survey of Greek apiaries," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-10, April.
    15. Perry, Edward D. & Moschini, GianCarlo, 2020. "Neonicotinoids in U.S. maize: Insecticide substitution effects and environmental risk," Journal of Environmental Economics and Management, Elsevier, vol. 102(C).
    16. Josh Martin & Kyle Jones, 2022. "An Occupation and Asset Driven Approach to Capital Utilisation Adjustment in Productivity Statistics," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2022-11, Economic Statistics Centre of Excellence (ESCoE).
    17. Blanchard, Pierre & Matyas, Laszlo, 1996. "Robustness of tests for error components models to non-normality," Economics Letters, Elsevier, vol. 51(2), pages 161-167, May.
    18. Xiaoxue Du & Levan Elbakidze & Liang Lu & R. Garth Taylor, 2022. "Climate Smart Pest Management," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    19. Altug, S. & Filiztekin, A., 1997. "Estimates of the Returns to Scale for US Manufacturing," Papers 1997/24, Koc University.
    20. Hennessy, David A., 2018. "Managing Derived Demand For Antibiotics In Animal Agriculture," 2018 Annual Meeting, August 5-7, Washington, D.C. 274359, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    Separable technologies; Damage control; TFP growth; Olive-oil; D24; O13; Q12;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • 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:kap:jproda:v:41:y:2014:i:1:p:41-50. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.