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Partial versus Total Factor Productivity: Assessing Resource Use in Natural Resource Industries in Canada

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  • Alexander Murray

Abstract

A partial productivity measure relates output to a single input. Total factor productivity (or TFP) relates an index of output to a composite index of all inputs. This report discusses the strengths and weaknesses of each type of productivity measure from theoretical and methodological perspectives. Different productivity measures may be useful for different analytical purposes, and no single measure provides a complete picture of an industry's productivity performance. The report then presents estimates of TFP and a suite of partial productivity measures for a set of natural resource-related industries in Canada. The three forestry products industries and the crop and animal production industry exhibited the best productivity performance over the 1990-2012 period across a variety of productivity measures, while oil and gas extraction and mining experienced the worst productivity performance.

Suggested Citation

  • Alexander Murray, 2016. "Partial versus Total Factor Productivity: Assessing Resource Use in Natural Resource Industries in Canada," CSLS Research Reports 2016-20, Centre for the Study of Living Standards.
  • Handle: RePEc:sls:resrep:1620
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    File URL: http://www.csls.ca/reports/csls2016-20.pdf
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    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Jeremy Smith, 2004. "The Growth of Diamond Mining in Canada and Implications for Mining Productivity," CSLS Research Reports 2004-09, Centre for the Study of Living Standards.
    3. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    4. Evan Capeluck & Jasmin Thomas, 2015. "A Detailed Analysis of Productivity Trends in the Forest Products Sector in Ontario, 2000-2013: Sunset Industry or Industry in Transition?," CSLS Research Reports 2015-06, Centre for the Study of Living Standards.
    5. Andrew Sharpe & Celeste Bradley, 2009. "A Detailed Analysis of the Productivity Performance of Oil and Gas Extraction in Canada," CSLS Research Reports 2009-08, Centre for the Study of Living Standards.
    6. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    7. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    8. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    9. Nicholas Oulton, 2016. "The Mystery of TFP," International Productivity Monitor, Centre for the Study of Living Standards, vol. 31, pages 68-87, Fall.
    10. Baldwin, John R. & Gu, Wulong, 2013. "Multifactor Productivity Measurement at Statistics Canada," The Canadian Productivity Review 2013031e, Statistics Canada, Economic Analysis Division.
    11. Yu Sheng & Eldon Ball & Katerina Nossal, 2015. "Comparing Agricultural Total Factor Productivity between Australia, Canada, and the United States, 1961-2006," International Productivity Monitor, Centre for the Study of Living Standards, vol. 29, pages 38-59, Fall.
    12. Timothy F. Bresnahan & Robert J. Gordon, 1996. "The Economics of New Goods," NBER Books, National Bureau of Economic Research, Inc, number bres96-1, July.
    13. David M. Byrne & John G. Fernald & Marshall B. Reinsdorf, 2016. "Does the United States Have a Productivity Slowdown or a Measurement Problem?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(1 (Spring), pages 109-182.
    14. Nadim Ahmad & Paul Schreyer, 2016. "Are GDP and Productivity Up to the Challenges of the Digital Economy?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 30, pages 4-27, Spring.
    15. Hulten, Charles R, 1979. "On the "Importance" of Productivity Change," American Economic Review, American Economic Association, vol. 69(1), pages 126-136, March.
    16. Baldwin, John R. Gu, Wulong Lafrance, Amélie Macdonald, Ryan, 2009. "Investment in Intangible Assets in Canada: R&D, Innovation, Brand, and Mining, Oil and Gas Exploration Expenditures," The Canadian Productivity Review 2009026e, Statistics Canada, Economic Analysis Division.
    17. Erwin Diewert, 2000. "The Challenge of Total Factor Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 1, pages 45-52, Fall.
    18. Jeremy Smith, 2004. "Productivity Trends in the Gold Mining Industry in Canada," CSLS Research Reports 2004-08, Centre for the Study of Living Standards.
    19. Andrew Sharpe & Celeste Bradley, 2009. "A Detailed Analysis of the Productivity Performance of Mining in Canada," CSLS Research Reports 2009-07, Centre for the Study of Living Standards.
    20. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1, July.
    21. William D. Nordhaus, 1996. "Do Real-Output and Real-Wage Measures Capture Reality? The History of Lighting Suggests Not," NBER Chapters, in: The Economics of New Goods, pages 27-70, National Bureau of Economic Research, Inc.
    22. Jeremy Smith, 2004. "Productivity Trends in the Coal Mining Industry in Canada," CSLS Research Reports 2004-07, Centre for the Study of Living Standards.
    23. Paul M. Romer, 1987. "Crazy Explanations for the Productivity Slowdown," NBER Chapters, in: NBER Macroeconomics Annual 1987, Volume 2, pages 163-210, National Bureau of Economic Research, Inc.
    24. Jasmin Thomas, 2015. "A Detailed Analysis of Productivity Trends in the Forest Products Sector in Quebec, 2000-2013: Adversity Drives Productivity," CSLS Research Reports 2015-05, Centre for the Study of Living Standards.
    25. Andrew Sharpe & James Uguccioni, 2017. "Decomposing the Productivity Wage Nexus in Selected OECD Countries, 1986-2013," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 25-43, Spring.
    26. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1, July.
    27. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 45(3), pages 511-518.
    28. Timothy C. Sargent & Edgard R. Rodriguez, 2000. "Labour or Total Factor Productivity: Do We Need to Choose?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 1, pages 41-44, Fall.
    29. Centre for the Study of Living Standards, 2004. "Report on Productivity Trends in Selected Natural Resource Industries in Canada," CSLS Research Reports 2004-06, Centre for the Study of Living Standards.
    30. Erwin Diewert, 2015. "Reconciling Gross Output TFP Growth with Value Added TFP Growth," International Productivity Monitor, Centre for the Study of Living Standards, vol. 29, pages 60-67, Fall.
    31. W. Erwin Diewert & Emily Yu, 2012. "New Estimates of Real Income and Multifactor Productivity Growth for the Canadian Business Sector, 1961-2011," International Productivity Monitor, Centre for the Study of Living Standards, vol. 24, pages 27-48, Fall.
    32. Corrado, Carol & Haltiwanger, John & Sichel, Daniel (ed.), 2005. "Measuring Capital in the New Economy," National Bureau of Economic Research Books, University of Chicago Press, number 9780226116129.
    33. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Introduction to "Measuring Capital in the New Economy"," NBER Chapters, in: Measuring Capital in the New Economy, pages 1-10, National Bureau of Economic Research, Inc.
    34. Trinh Le & John Gibson & Les Oxley, 2005. "Measures of human capital: A review of the literature," Treasury Working Paper Series 05/10, New Zealand Treasury.
    35. W. Erwin Diewert, 2012. "Rejoinder to Gu on "Estimating Capital Input for Measuring Business Sector Multifactor Productivity Growth in Canada"," International Productivity Monitor, Centre for the Study of Living Standards, vol. 24, pages 63-72, Fall.
    36. Baldwin, John R. & Gu, Wulong & Macdonald, Ryan, 2012. "Intangible Capital and Productivity Growth in Canada," The Canadian Productivity Review 2012029e, Statistics Canada, Economic Analysis Division.
    37. 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.
    38. James Uguccioni, 2016. "Explaining the Gap between Productivity and Median Wage Growth in Canada, 1976-2014," International Productivity Monitor, Centre for the Study of Living Standards, vol. 31, pages 37-56, Fall.
    39. Andrew Sharpe & Peter Harrison, 2009. "A Detailed Analysis of the Productivity Performance of the Canadian Forest Products Sector Since 2000," CSLS Research Reports 2009-09, Centre for the Study of Living Standards.
    40. Richard Lipsey & Kenneth Carlaw, 2004. "Total factor productivity and the measurement of technological change," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 1118-1150, November.
    41. Van Trinh, Le Thi & Gibson, John & Oxley, Les, 2005. "Measuring the stock of human capital in New Zealand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 484-497.
    42. Vernon Topp & Tony Kulys, 2014. "On Productivity: The Influence of Natural Resource Inputs," International Productivity Monitor, Centre for the Study of Living Standards, vol. 27, pages 64-78, Fall.
    43. Andrew Sharpe & Blair Long, 2012. "Innovation in Canadian Natural Resource Industries: A Systems-Based Analysis of Performance, Policy and Emerging Challenges," CSLS Research Reports 2012-06, Centre for the Study of Living Standards.
    44. James Uguccioni, 2016. "Estimating Total Factor Productivity Growth: Canadian Freight Railways, 1986 to 2009," International Productivity Monitor, Centre for the Study of Living Standards, vol. 30, pages 77-97, Spring.
    45. Wulong Gu, 2012. "Estimating Capital Input for Measuring Business Sector Multifactor Productivity Growth in Canada: Response to Diewert and Yu," International Productivity Monitor, Centre for the Study of Living Standards, vol. 24, pages 49-62, Fall.
    46. Matthew Calver, 2015. "On the Relationship between Gross Output-based TFP Growth and Value Added-based TFP Growth: An Illustration Using Data from Australian Industries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 29, pages 68-82, Fall.
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    Cited by:

    1. Nancy Olewiler, 2017. "Canada’s dependence on natural capital wealth: Was Innis wrong?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(4), pages 927-964, November.
    2. Ramanauske, Neringa & Balezentis, Tomas & Streimikiene, Dalia, 2023. "Biomass use and its implications for bioeconomy development: A resource efficiency perspective for the European countries," Technological Forecasting and Social Change, Elsevier, vol. 193(C).

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    More about this item

    Keywords

    Productivity; Total Factor Productivity; Multifactor Productivity; Labour Productivity; Natural Resources; Measurement; Canada; Agriculture;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • Q3 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada

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