IDEAS home Printed from https://ideas.repec.org/a/bla/canjag/v64y2016i1p49-70.html
   My bibliography  Save this article

Sources and Measurement of Agricultural Productivity and Efficiency in Canadian Provinces: Crops and Livestock

Author

Listed:
  • Alexander Bilson Darku
  • Stavroula Malla
  • Kien C. Tran

Abstract

type="main" xml:lang="fr"> Dans le présent article, nous examinons l'écart de croissance de la productivité totale des facteurs (PTF) entre les provinces canadiennes dans les secteurs des cultures et de l'élevage pour la période 1940–2009. Nous tentons également de déterminer si la croissance de la productivité agricole au Canada a ralenti comme l'ont indiqué des études antérieures. Nous avons utilisé le modèle de frontière stochastique qui inclut l'inefficience afin de décomposer la croissance de la PTF en divers éléments tels que le progrès technologique, l'effet d'échelle et l'efficience technique. Selon les résultats de notre étude, les écarts de productivité dans le secteur des cultures sont principalement déterminés par le progrès technologique tandis que dans le secteur de l'élevage, ils sont déterminés par l'effet d'échelle et le progrès technologique. Bien que l'écart d'efficience technique soit principalement positif (à l'exception du Nouveau-Brunswick et de la Nouvelle-Écosse), sa contribution à la croissance de la productivité compte pour peu dans les provinces. Au cours de cette même période, le taux de croissance de la productivité du sous-secteur des cultures a été en moyenne plus élevé dans les provinces des Prairies que dans les provinces de l'Est et de l'Atlantique. En revanche, le taux de croissance de la productivité du sous-secteur de l'élevage a été plus élevé dans les provinces de l'Est et de l'Atlantique que dans les provinces des Prairies, à l'exception du Manitoba. Finalement, bien qu'il existe des signes de ralentissement récent de la croissance de la productivité dans le sous-secteur des cultures, il ne semble pas en exister dans le sous-secteur de l'élevage.

Suggested Citation

  • Alexander Bilson Darku & Stavroula Malla & Kien C. Tran, 2016. "Sources and Measurement of Agricultural Productivity and Efficiency in Canadian Provinces: Crops and Livestock," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(1), pages 49-70, March.
  • Handle: RePEc:bla:canjag:v:64:y:2016:i:1:p:49-70
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/cjag.12061
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. Pires, Jorge Oliveira & Garcia, Fernando, 2004. "Productivity of nations: a stochastic frontier approach to TFP decomposition," Textos para discussão 143, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    2. Konstantinos Giannakas & Kien Tran & Vangelis Tzouvelekas, 2000. "Efficiency, technological change and output growth in Greek olive growing farms: a Box-Cox approach," Applied Economics, Taylor & Francis Journals, vol. 32(7), pages 909-916.
    3. Beddow, Jason M. & Pardey, Philip G. & Alston, Julian M., 2009. "The Shifting Global Patterns of Agricultural Productivity," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 24(4), pages 1-10.
    4. Slade, Peter & Hailu, Getu, 2011. "Efficiency and Regulation of Dairy Farms: A Comparison of Ontario and New York State," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103866, Agricultural and Applied Economics Association.
    5. Hsu, Shih-Hsun & Yu, Ming-Miin & Chang, Ching-Cheng, 2003. "An Analysis Of Total Factor Productivity Growth In China'S Agricultural Sector," 2003 Annual meeting, July 27-30, Montreal, Canada 22227, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Unknown, 2009. "An Overview of the Canadian Agriculture and Agri-Food System 2009," Economic and Market Information 59885, Agriculture and Agri-Food Canada.
    7. Morteza Haghiri & James Nolan & Kien Tran, 2004. "Assessing the impact of economic liberalization across countries: a comparison of dairy industry efficiency in Canada and the USA," Applied Economics, Taylor & Francis Journals, vol. 36(11), pages 1233-1243.
    8. Bryce Stewart & Terrence Veeman & James Unterschultz, 2009. "Crops and Livestock Productivity Growth in the Prairies: The Impacts of Technical Change and Scale," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(3), pages 379-394, September.
    9. E.T. Seyoum & G.E. Battese & E.M. Fleming, 1998. "Technical efficiency and productivity of maize producers in eastern Ethiopia: a study of farmers within and outside the Sasakawa‐Global 2000 project," Agricultural Economics, International Association of Agricultural Economists, vol. 19(3), pages 341-348, December.
    10. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    11. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    12. Alfons Weersink & Calum G. Turvey & Abdulahi Godah, 1990. "Decomposition Measures of Technical Efficiency for Ontario Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(4), pages 1023-1023, December.
    13. David K. Lambert & Elliott Parker, 1998. "Productivity in Chinese Provincial Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(3), pages 378-392.
    14. Cristina Echevarria, 1998. "A Three-Factor Agricultural Production Function: The Case of Canada," International Economic Journal, Taylor & Francis Journals, vol. 12(3), pages 63-75.
    15. Nabil Amara & Namatié Traoré & Réjean Landry & Robert Remain, 1999. "Technical Efficiency and Farmers' Attitudes toward Technological Innovation: The Case of the Potato Farmers in Quebec," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 47(1), pages 31-43, March.
    16. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    17. S. Samarajeewa & G. Hailu & S. R. Jeffrey & M. Bredahl, 2012. "Analysis of production efficiency of beef cow/calf farms in Alberta," Applied Economics, Taylor & Francis Journals, vol. 44(3), pages 313-322, January.
    18. Abdulai, Awudu & Huffman, Wallace, 1998. "An Examination of Profit Inefficiency of Rice Farmers in Northern Ghana," Staff General Research Papers Archive 1380, Iowa State University, Department of Economics.
    19. Konstantinos Giannakas & Richard Schoney & Vangelis Tzouvelekas, 2001. "Technical Efficiency, Technological Change and Output Growth of Wheat Farms in Saskatchewan," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 49(2), pages 135-152, July.
    20. Ludeña, Carlos E., 2010. "Agricultural Productivity Growth, Efficiency Change and Technical Progress in Latin America and the Caribbean," IDB Publications (Working Papers) 1806, Inter-American Development Bank.
    21. Msafiri D. Mbaga & Robert Romain & Bruno Larue & Luc Lebel, 2003. "Assessing Technical Efficiency of Québec Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 51(1), pages 121-137, March.
    22. Nabil Amara & Robert F. J. Romain, 1990. "Efficience Technique dans le Secteur Laitier Québécois," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(4), pages 1024-1024, December.
    23. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    24. 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.
    25. Veeman, Terrence S. & Gray, Richard S., 2009. "Agricultural Production and Productivity in Canada," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 24(4), pages 1-8.
    26. Alfons Weersink & Calum G. Turvey & Abdulahi Godah, 1990. "Decomposition Measures of Technical Efficiency for Ontario Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(3), pages 439-456, November.
    27. Constantin, Paulo Dutra & Martin, Diogenes Leiva & Rivera Y Rivera, Edward Bernard Bastiaan De, 2009. "Cobb-Douglas, Translog Stochastic Production Function and Data Envelopment Analysis in Total Factor Productivity in Brazilian Agribusiness," Journal of Operations and Supply Chain Management (JOSCM), Fundação Getulio Vargas, Escola de Administração de Empresas de São Paulo (FGV EAESP), vol. 2(2), December.
    28. L. Martin Cloutier & Robin Rowley, 1993. "Relative Technical Efficiency: Data Envelopment Analysis and Quebec's Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 41(2), pages 169-176, July.
    29. 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.
    30. Carlos Ludena, 2010. "Agricultural Productivity Growth, Efficiency Change and Technical Progress in Latin America and the Caribbean," Research Department Publications 4675, Inter-American Development Bank, Research Department.
    31. Tim Coelli & Shannon Walding, 2005. "Performance Measurement in the Australian Water Supply Industry," CEPA Working Papers Series WP012005, School of Economics, University of Queensland, Australia.
    32. Getu Hailu & Scott Jeffrey & James Unterschultz, 2005. "Cost Efficiency for Alberta and Ontario Dairy Farms: An Interregional Comparison," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(2-3), pages 141-160, June.
    33. Battese, G. E. & Tessema, G. A., 1993. "Estimation of stochastic frontier production functions with time-varying parameters and technical efficiencies using panel data from Indian villages," Agricultural Economics, Blackwell, vol. 9(4), pages 313-333, December.
    34. Someshwar Rao & Jianmin Tang & Weimin Wang, 2008. "What Explains the Canada-US Labour Productivity Gap?," Canadian Public Policy, University of Toronto Press, vol. 34(2), pages 163-192, June.
    35. Seyoum, E. T. & Battese, G. E. & Fleming, E. M., 1998. "Technical efficiency and productivity of maize producers in eastern Ethiopia: a study of farmers within and outside the Sasakawa-Global 2000 project," Agricultural Economics, Blackwell, vol. 19(3), pages 341-348, December.
    36. G.E. Battese & G.A. Tessema, 1993. "Estimation of stochastic frontier production functions with time‐varying parameters and technical efficiencies using panel data from Indian villages," Agricultural Economics, International Association of Agricultural Economists, vol. 9(4), pages 313-333, December.
    37. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    38. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    39. Keith O. Fuglie, 2008. "Is a slowdown in agricultural productivity growth contributing to the rise in commodity prices?," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 431-441, 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. Guang Tian & Xiaoxue Du & Fangbin Qiao & Andres Trujillo-Barrera, 2021. "Technology Adoption and Learning-by-Doing: The Case of Bt Cotton Adoption in China," JRFM, MDPI, vol. 14(11), pages 1-13, November.
    2. S. C. West & A. W. Mugera & R. S. Kingwell, 2022. "The choice of efficiency benchmarking metric in evaluating firm productivity and viability," Journal of Productivity Analysis, Springer, vol. 57(2), pages 193-211, April.
    3. Ali, M.K., 2018. "Estimation of irrigation water use efficiency with a stochastic frontier model," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277354, International Association of Agricultural Economists.
    4. Koiry, Subrata & Huang, Wei, 2023. "Do ecological protection approaches affect total factor productivity change of cropland production in Sweden?," Ecological Economics, Elsevier, vol. 209(C).
    5. Wenbiao Cai, 2017. "We See Thee Rise: Quantifying Farm Size Expansion in Canada," Departmental Working Papers 2017-01, The University of Winnipeg, Department of Economics.

    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. 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.
    2. Getu Hailu, 2023. "Reflections on technological progress in the agri‐food industry: Past, present, and future," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(1), pages 119-141, March.
    3. 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.
    4. Pantzios, Christos J. & Rozakis, Stelios & Tzouvelekas, Vangelis, 2006. "Evading Farm Support Reduction via Efficient Input Use: The Case of Greek Cotton Growers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 38(3), pages 555-574, December.
    5. Darku, Alexander B. & Malla, Stavroula, 2010. "Agricultural Productivity Growth in Canada: Concepts and Evidences," CAIRN Policy Briefs 273055, Canadian Agricultural Innovation and Regulation Network (CAIRN).
    6. Quang Nguyen & Sean Pascoe & Louisa Coglan & Son Nghiem, 2021. "The sensitivity of efficiency scores to input and other choices in stochastic frontier analysis: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 55(1), pages 31-40, February.
    7. Pontus Mattsson & Jonas Månsson & William H. Greene, 2020. "TFP change and its components for Swedish manufacturing firms during the 2008–2009 financial crisis," Journal of Productivity Analysis, Springer, vol. 53(1), pages 79-93, February.
    8. Pontus Mattsson & Jonas Mansson & William H. Greene, 2018. "TFP Change and its Components for Swedish Manufacturing Firms During the 2008-2009 Financial Crisis," Working Papers 18-27, New York University, Leonard N. Stern School of Business, Department of Economics.
    9. Ali D. Cagdas & Scott R. Jeffrey & Elwin G. Smith & Peter C. Boxall, 2016. "Environmental Stewardship and Technical Efficiency in Canadian Prairie Canola Production," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(3), pages 455-477, September.
    10. Sickles, Robin C. & Song, Wonho & Zelenyuk, Valentin, 2018. "Econometric Analysis of Productivity: Theory and Implementation in R," Working Papers 18-008, Rice University, Department of Economics.
    11. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    12. 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.
    13. Per J. Agrell & Mehdi Farsi & Massimo Filippini & Martin Koller, 2013. "Unobserved heterogeneous effects in the cost efficiency analysis of electricity distribution systems," Working Papers 0038, Swiss Economics.
    14. Gian Carlo Scarsi, 1999. "Local Electricity Distribution in Italy: Comparative Efficiency Analysis and Methodological Cross-Checking," Working Papers 1999.16, Fondazione Eni Enrico Mattei.
    15. Kennedy, J. & Smith, A.S.J., 2003. "Assessing the efficient cost of sustaining Britain’s rail network: perspectives based on Zonal comparisons," Cambridge Working Papers in Economics 0317, Faculty of Economics, University of Cambridge.
    16. Robin C. Sickles & Jiaqi Hao & Chenjun Shang, 2014. "Panel data and productivity measurement: an analysis of Asian productivity trends," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 12(3), pages 211-231, August.
    17. Antti Saastamoinen, 2015. "Heteroscedasticity Or Production Risk? A Synthetic View," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 459-478, July.
    18. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    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. Basurto Hernandez, Saul & Maddison, David & Banerjee, Anindya, 2018. "The effect of PROCAMPO on farms’ technical efficiency: A Stochastic Frontier Analysis," 2018 Annual Meeting, August 5-7, Washington, D.C. 274376, Agricultural and Applied Economics Association.

    More about this item

    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:bla:canjag:v:64:y:2016:i:1:p:49-70. 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: Wiley-Blackwell Digital Licensing or Christopher F. Baum (email available below). General contact details of provider: https://edirc.repec.org/data/caefmea.html .

    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.