IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v39y2013i1p15-25.html
   My bibliography  Save this article

Measuring performance, development and growth when restricting flexibility

Author

Listed:
  • Kristin Roll

Abstract

In industries with heterogeneous firms and fast-changing productivity, it is necessary to consider both firm and time effects if one is interested in technology adoption and efficiency. Since it is not possible to estimate individual firm effects for each time period due to degree-of-freedom problems, a trade-off is necessary with respect to where one is employing a flexible specification and where one is more restrictive. While most studies choose to account for variation, either in cross-sectional or temporal dimensions, we are in this paper, by clustering firms together in groups, allowing for variation in both cross-sectional and temporal dimensions. By modifying a shadow cost system, we are able to measure group-specific temporal patterns of technical and allocative efficiency and technological change without restricting the patterns to any parametric form. Copyright Springer Science+Business Media, LLC 2013

Suggested Citation

  • Kristin Roll, 2013. "Measuring performance, development and growth when restricting flexibility," Journal of Productivity Analysis, Springer, vol. 39(1), pages 15-25, February.
    • Handle: RePEc:kap:jproda:v:39:y:2013:i:1:p:15-25
    DOI: 10.1007/s11123-012-0265-3
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11123-012-0265-3
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11123-012-0265-3?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. Jeffrey D. Sachs & Nirupam Bajpai & Ananthi Ramiah, 2002. "Understanding Regional Economic Growth in India," Asian Economic Papers, MIT Press, vol. 1(3), pages 32-62.
    2. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    3. Subal C. Kumbhakar & Ragnar Tveterås, 2003. "Risk Preferences, Production Risk and Firm Heterogeneity," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(2), pages 275-293, June.
    4. Lau, Lawrence J & Yotopoulos, Pan A, 1971. "A Test for Relative Efficiency and Application to Indian Agriculture," American Economic Review, American Economic Association, vol. 61(1), pages 94-109, March.
    5. Giannis Karagiannis & Peter Midmore & Vangelis Tzouvelekas, 2004. "Parametric Decomposition of Output Growth Using A Stochastic Input Distance Function," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1044-1057.
    6. Atkinson, Scott E. & Primont, Daniel, 2002. "Stochastic estimation of firm technology, inefficiency, and productivity growth using shadow cost and distance functions," Journal of Econometrics, Elsevier, vol. 108(2), pages 203-225, June.
    7. G. Karagiannis & P. Midmore & V. Tzouvelekas, 2002. "Separating Technical Change from Time-Varying Technical Inefficiency in the Absence of Distributional Assumptions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 23-38, July.
    8. Ragnar Tveteras & George E. Battese, 2006. "Agglomeration Externalities, Productivity, And Technical Inefficiency," Journal of Regional Science, Wiley Blackwell, vol. 46(4), pages 605-625, October.
    9. Tveterås, Ragnar & Heshmati, Almas, 1999. "Patterns of Productivity Growth in the Norwegian Salmon Farming Industry," SSE/EFI Working Paper Series in Economics and Finance 301, Stockholm School of Economics.
    10. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    11. Asche, Frank & Tveteras, Ragnar, 1999. "Modeling Production Risk With A Two-Step Procedure," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(2), pages 1-16, December.
    12. Charles R. Hulten, 2001. "Total Factor Productivity: A Short Biography," NBER Chapters, in: New Developments in Productivity Analysis, pages 1-54, National Bureau of Economic Research, Inc.
    13. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    14. Atkinson, Scott E & Halvorsen, Robert, 1984. "Parametric Efficiency Tests, Economies of Scale, and Input Demand in U.S. Electric Power Generation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(3), pages 647-662, October.
    15. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    16. Jeffrey D. Sachs & Ananthi Ramiah & Nirupam Bajpai, 2002. "Understanding Regional Economic Growth in India," CID Working Papers 88, Center for International Development at Harvard University.
    17. Kumbhakar, Subal C., 1990. "Production frontiers, panel data, and time-varying technical inefficiency," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 201-211.
    18. Toda, Yasushi, 1976. "Estimation of a Cost Function When the Cost Is Not Minimum: The Case of Soviet Manufacturing Industries, 1958-1971," The Review of Economics and Statistics, MIT Press, vol. 58(3), pages 259-268, August.
    19. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    20. Atkinson, Scott E. & Cornwell, Christopher, 1993. "Measuring technical efficiency with panel data : A dual approach," Journal of Econometrics, Elsevier, vol. 59(3), pages 257-261, October.
    21. Subal C. Kumbhakar, 2002. "Specification and Estimation of Production Risk, Risk Preferences and Technical Efficiency," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 8-22.
    22. Baltagi, Badi H & Griffin, James M, 1988. "A General Index of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 20-41, February.
    23. 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.
    24. W. David Hopper, 1965. "Allocation Efficiency in a Traditional Indian Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 47(3), pages 611-624.
    25. 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.
    26. OW Maietta, 2000. "The decomposition of cost inefficiency into technical and allocative components with panel data of Italian dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 27(4), pages 473-495, December.
    27. Gouyette, Claudine & Perelman, Sergio, 1997. "Productivity convergence in OECD service industries," Structural Change and Economic Dynamics, Elsevier, vol. 8(3), pages 279-295, August.
    28. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    29. Baumol, William J. & Nelson, Richard R. & Wolff, Edward N. (ed.), 1994. "Convergence of Productivity: Cross-National Studies and Historical Evidence," OUP Catalogue, Oxford University Press, number 9780195083903.
    30. Rafael Cuesta, 2000. "A Production Model With Firm-Specific Temporal Variation in Technical Inefficiency: With Application to Spanish Dairy Farms," Journal of Productivity Analysis, Springer, vol. 13(2), pages 139-158, March.
    31. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    32. Bernard, Andrew B & Jones, Charles I, 1996. "Productivity and Convergence across U.S. States and Industries," Empirical Economics, Springer, vol. 21(1), pages 113-135.
    33. Kumbhakar, Subal C., 1997. "Modeling allocative inefficiency in a translog cost function and cost share equations: An exact relationship," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 351-356.
    34. Asche, Frank & Roll, Kristin H. & Tveteras, Ragnar, 2009. "Economic inefficiency and environmental impact: An application to aquaculture production," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 93-105, July.
    35. Onelack Choi & Spiro Stefanou & Jeffrey Stokes, 2006. "The Dynamics of Efficiency Improving Input Allocation," Journal of Productivity Analysis, Springer, vol. 25(1), pages 159-171, April.
    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. Misund, Bård, 2018. "Common and fundamental risk factors in shareholder returns of Norwegian salmon producing companies," Journal of Commodity Markets, Elsevier, vol. 12(C), pages 19-30.
    2. Nygaard, Rune & Roll, Kristin H., 2024. "Cross-hedging wild salmon prices," Journal of Commodity Markets, Elsevier, vol. 33(C).
    3. Straume, Hans-Martin, 2013. "Currency invoicing in Norwegian salmon export," Working Papers in Economics 11/13, University of Bergen, Department of Economics.
    4. Asche, Frank & Oglend, Atle, 2016. "The relationship between input-factor and output prices in commodity industries: The case of Norwegian salmon aquaculture," Journal of Commodity Markets, Elsevier, vol. 1(1), pages 35-47.
    5. Straume, Hans-Martin, 2015. "Trade costs and Norwegian salmon export," Working Papers in Economics 06/15, University of Bergen, Department of Economics.
    6. Vårdal, Erling & Asche, Frank & Straume, Hans-Martin, 2017. "Perish or prosper: Trade patterns for highly perishable products," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261278, European Association of Agricultural Economists.
    7. Asche, Frank & Misund, Bård & Oglend, Atle, 2016. "Determinants of the Atlantic salmon futures risk premium," Journal of Commodity Markets, Elsevier, vol. 2(1), pages 6-17.
    8. Misund, Bård, 2015. "Financial Ratios and Prediction on Corporate Bankruptcy in the Atlantic Salmon Industry," UiS Working Papers in Economics and Finance 2015/9, University of Stavanger.
    9. Asche, Frank & Misund, Bard & Oglend, Atle, 2015. "The Spot-Forward Relationship in the Atlantic Salmon Market," UiS Working Papers in Economics and Finance 2015/16, University of Stavanger.
    10. Asche, Frank & Misund, Bard & Oglend, Atle, 2015. "Production Risk and the Futures Price Risk Premium?," UiS Working Papers in Economics and Finance 2015/13, University of Stavanger.
    11. Frank Asche & Hans‐Martin Straume & Erling Vårdal, 2021. "Perish or prosper: Trade patterns for highly perishable seafood products," Agribusiness, John Wiley & Sons, Ltd., vol. 37(4), pages 876-890, October.

    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. Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022. "Stochastic Frontier Analysis: Foundations and Advances I," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 8, pages 331-370, Springer.
    2. Díaz-Hernández, Juan José & Martínez-Budría, Eduardo & González, Rosa Marina, 2020. "Effects of Inefficiency on Marginal Costs, Degree of Economies of Scale and Technical Change: A Theoretical Relationship. The Case of Spanish Port Authorities || Efectos de la ineficiencia sobre los c," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 29(1), pages 190-207, June.
    3. Almas Heshmati, 2003. "Productivity Growth, Efficiency and Outsourcing in Manufacturing and Service Industries," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 79-112, February.
    4. Rodriguez-Alvarez, Ana & Tovar, Beatriz & Trujillo, Lourdes, 2007. "Firm and time varying technical and allocative efficiency: An application to port cargo handling firms," International Journal of Production Economics, Elsevier, vol. 109(1-2), pages 149-161, September.
    5. Uzma Afzal, 2012. "Human Capital Convergence: Evidence from the Punjab," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 17(1), pages 45-61, Jan-June.
    6. Jung Woo Kim & Jeong Yeon Lee & Jae Yong Kim & Hoe Kyung Lee, 2005. "Technical Efficiency in the Iron and Steel Industry: A Stochastic Frontier Approach," Economics Study Area Working Papers 75, East-West Center, Economics Study Area.
    7. 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.
    8. Asche, Frank & Roll, Kristin H. & Tveteras, Ragnar, 2009. "Economic inefficiency and environmental impact: An application to aquaculture production," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 93-105, July.
    9. Massimiliano Piacenza, 2002. "Regulatory Constraints and Cost Efficiency of the Italian Public Transit Systems: An Exploratory Stochastic Frontier Model," CERIS Working Paper 200202, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    10. Pavlos Almanidis & Giannis Karagiannis & Robin Sickles, 2015. "Semi-nonparametric spline modifications to the Cornwell–Schmidt–Sickles estimator: an analysis of US banking productivity," Empirical Economics, Springer, vol. 48(1), pages 169-191, February.
    11. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    12. Rungsuriyawiboon, Supawat & Zhang, Yanjie, 2018. "Examining the economic performance of Chinese farms: A dynamic efficiency and adjustment cost approach," Economic Analysis and Policy, Elsevier, vol. 57(C), pages 74-87.
    13. Rodríguez-Álvarez, Ana & Tovar de la Fe, Beatriz & Trujillo, Lourdes, 2004. "Technical and Allocative Efficiency in Spanish Port Cargo Handling Firms," Efficiency Series Papers 2004/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    14. Chaffai, Mohamed E., 1997. "Estimating input-specific technical inefficiency: The case of the Tunisian banking industry," European Journal of Operational Research, Elsevier, vol. 98(2), pages 314-331, April.
    15. Rey, Sergio, 2015. "Bells in Space: The Spatial Dynamics of US Interpersonal and Interregional Income Inequality," MPRA Paper 69482, University Library of Munich, Germany.
    16. Michelacci, Claudio & Zaffaroni, Paolo, 2000. "(Fractional) beta convergence," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 129-153, February.
    17. Massimiliano Affinito, 2011. "Convergence clubs, the euro-area rank and the relationship between banking and real convergence," Temi di discussione (Economic working papers) 809, Bank of Italy, Economic Research and International Relations Area.
    18. Baños-Pino, José F. & Boto-García, David & Zapico, Emma, 2021. "Persistence and dynamics in the efficiency of toll motorways: The Spanish case," Efficiency Series Papers 2021/03, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    19. Badri Narayan Rath, 2019. "Does Total Factor Productivity Converge Among Asean Countries?," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 21(12th BMEB), pages 477-494, January.
    20. Hanousek, Jan & Kočenda, Evžen & Mašika, Michal, 2012. "Firm efficiency: Domestic owners, coalitions, and FDI," Economic Systems, Elsevier, vol. 36(4), pages 471-486.

    More about this item

    Keywords

    Technical efficiency; Allocative inefficiency; Technological change; Shadow price approach; Flexible specification; Salmon production; D24; Q22;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q22 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Fishery

    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:39:y:2013:i:1:p:15-25. 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.