IDEAS home Printed from https://ideas.repec.org/p/anj/wpaper/033.html
   My bibliography  Save this paper

Productivity measurement - Reassessing the production function from micro to macro

Author

Listed:
  • Josh Martin

    (Bank of England, ESCoE and The Productivity Institute)

  • Rebecca Riley

    (King's College London and The Productivity Institute)

Abstract

No abstract is available for this item.

Suggested Citation

  • Josh Martin & Rebecca Riley, 2023. "Productivity measurement - Reassessing the production function from micro to macro," Working Papers 033, The Productivity Institute.
    • Handle: RePEc:anj:wpaper:033
    as

    Download full text from publisher

    File URL: https://www.productivity.ac.uk/wp-content/uploads/2023/07/WP033-Productivity-measurement-FINAL-140723.pdf
    File Function: First version, 2023
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kim, Kyoo il & Petrin, Amil & Song, Suyong, 2016. "Estimating production functions with control functions when capital is measured with error," Journal of Econometrics, Elsevier, vol. 190(2), pages 267-279.
    2. Joe Grice, 2016. "National accounting for infrastructure," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(3), pages 431-445.
    3. Daan Freeman & Robert Inklaar & W. Erwin Diewert, 2021. "Natural Resources and Missing Inputs in International Productivity Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(1), pages 1-17, March.
    4. Peter Goodridge & Jonathan Haskel & Gavin Wallis, 2017. "Spillovers from R&D and Other Intangible Investment: Evidence from UK Industries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63, pages 22-48, February.
    5. Leonard I. Nakamura, 2020. "Evidence of Accelerating Mismeasurement of Growth and Inflation in the U.S. in the 21st Century," Working Papers 20-41, Federal Reserve Bank of Philadelphia.
    6. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    7. Fred Foxton & Joe Grice & Richard Heys & James Lewis, 2019. "The Welfare Implications of Public Goods: Lessons from 10 years of Atkinson in the UK," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-11, Economic Statistics Centre of Excellence (ESCoE).
    8. Andreas Teichgraber & John Van Reenen, 2021. "Have Productivity and Pay Decoupled in the UK?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 41, pages 31-60, Fall.
    9. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    10. Charles I. Jones & Peter J. Klenow, 2016. "Beyond GDP? Welfare across Countries and Time," American Economic Review, American Economic Association, vol. 106(9), pages 2426-2457, September.
    11. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2020. "Changing Business Dynamism and Productivity: Shocks versus Responsiveness," American Economic Review, American Economic Association, vol. 110(12), pages 3952-3990, December.
    12. Brian Nolan & Max Roser & Stefan Thewissen, 2019. "GDP Per Capita Versus Median Household Income: What Gives Rise to the Divergence Over Time and how does this Vary Across OECD Countries?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 465-494, September.
    13. Besley, T. & Roland, I. & Van Reenen, J., 2019. "The Aggregate Consequences of Default Risk: Evidence from Firm-level Data," Cambridge Working Papers in Economics 2061, Faculty of Economics, University of Cambridge.
    14. Tol, Richard S. J., 2005. "The marginal damage costs of carbon dioxide emissions: an assessment of the uncertainties," Energy Policy, Elsevier, vol. 33(16), pages 2064-2074, November.
    15. Byrne, David M., 2019. "The Mysterious Cross-Country Dispersion in Mobile Phone Price Trends," National Institute Economic Review, National Institute of Economic and Social Research, vol. 249, pages 39-46, August.
    16. Nicola Brandt & Paul Schreyer & Vera Zipperer, 2017. "Productivity Measurement with Natural Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63, pages 7-21, February.
    17. Giordano Mion & Manuel Tong Koecklin, 2021. "The Impact of Offshore Profit Shifting on the Measurement of GDP: The Case of the UK," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-05, Economic Statistics Centre of Excellence (ESCoE).
    18. Brynjolfsson, Erik & Collis, Avinash & Diewert, W. Erwin & Eggers, Felix & Fox, Kevin J., 2019. "GDP-B: Accounting for the Value of New and Free Goods in the Digital Economy," OSF Preprints sptfu, Center for Open Science.
    19. Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2023. "Utilization-adjusted TFP across countries: Measurement and implications for international comovement," Journal of International Economics, Elsevier, vol. 146(C).
    20. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    21. 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.
    22. Germán Gutiérrez & Sophie Piton, 2020. "Revisiting the Global Decline of the (Non-housing) Labor Share," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 321-338, September.
    23. 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).
    24. Kirby, Simon & Riley, Rebecca, 2008. "The external returns to education: UK evidence using repeated cross-sections," Labour Economics, Elsevier, vol. 15(4), pages 619-630, August.
    25. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2021. "Artificial intelligence and productivity: an intangible assets approach," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 435-458.
    26. T. Kirk White & Jerome P. Reiter & Amil Petrin, 2018. "Imputation in U.S. Manufacturing Data and Its Implications for Productivity Dispersion," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 502-509, July.
    27. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    28. W. Erwin Diewert & Kevin J. Fox, 2018. "A decomposition of US business sector TFP growth into technical progress and cost efficiency components," Journal of Productivity Analysis, Springer, vol. 50(1), pages 71-84, October.
    29. Van Reenen, John & Bloom, Nicholas & Sadun, Raffaella, 2016. "Management as a Technology," CEPR Discussion Papers 11312, C.E.P.R. Discussion Papers.
    30. Stef Garasto & Jyldyz Djumalieva & Karlis Kanders & Rachel Wilcock & Cath Sleeman, 2021. "Developing experimental estimates of regional skill demand," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-02, Economic Statistics Centre of Excellence (ESCoE).
    31. Chihiro Shimizu & Erwin Diewert & Koji Nomura, 2023. "Improving the SNA: Alternative Measures of Output, Input, Income and Productivity for China," Working Papers e178, Tokyo Center for Economic Research.
    32. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    33. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    34. Erik Brynjolfsson & Avinash Collis & Felix Eggers, 2019. "Using massive online choice experiments to measure changes in well-being," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(15), pages 7250-7255, April.
    35. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    36. 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.
    37. Thomas S. Neubig & Sacha Wunsch-Vincent, 2017. "A missing link in the analysis of global value chains: cross-border flows of intangible assets, taxation and related measurement implications," WIPO Economic Research Working Papers 37, World Intellectual Property Organization - Economics and Statistics Division.
    38. Mary O'Mahony & Marcel P. Timmer, 2009. "Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database," Economic Journal, Royal Economic Society, vol. 119(538), pages 374-403, June.
    39. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio & Massimiliano Iommi, 2022. "Intangible Capital and Modern Economies," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 3-28, Summer.
    40. Gary Koop & Stuart McIntyre & James Mitchell & Aubrey Poon, 2020. "Regional output growth in the United Kingdom: More timely and higher frequency estimates from 1970," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(2), pages 176-197, March.
    41. Sharada Nia Davidson & James Black & Kevin Connolly & Mairi Spowage, 2022. "Improving the Quality of Regional Economic Indicators in the UK: A Framework for the Production of Supply and Use and Input Output Tables for the Four Nations," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2022-14, Economic Statistics Centre of Excellence (ESCoE).
    42. Nora Brüning & Patricia Mangeol, 2020. "What skills do employers seek in graduates?: Using online job posting data to support policy and practice in higher education," OECD Education Working Papers 231, OECD Publishing.
    43. Andrew Sharpe & Dan Sichel & Bart van Ark, 2022. "Introduction to the Symposium on Productivity and Well-being, Part I," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 104-116, Spring.
    44. Aitken, Andrew, 2019. "Measuring Welfare Beyond GDP," National Institute Economic Review, National Institute of Economic and Social Research, vol. 249, pages 3-16, August.
    45. Nathan, Max & Rosso, Anna, 2015. "Mapping digital businesses with big data: Some early findings from the UK," Research Policy, Elsevier, vol. 44(9), pages 1714-1733.
    46. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    47. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    48. Thai-Thanh Dang & Annabelle Mourougane, 2014. "Adjusting Productivity for Pollution in Selected Asian Economies," OECD Green Growth Papers 2014/1, OECD Publishing.
    49. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    50. repec:ipg:wpaper:2014-491 is not listed on IDEAS
    51. David Hearne, 2021. "Regional prices and real incomes in the UK," Regional Studies, Taylor & Francis Journals, vol. 55(5), pages 951-961, May.
    52. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    53. Gary Koop & Gary Koop & Stuart McIntyre & James Mitchell & Aubrey Poon & Ping Wu, 2023. "Incorporating Short Data into Large Mixed-Frequency VARs for Regional Nowcasting," Working Papers 23-09, Federal Reserve Bank of Cleveland.
    54. Janice Eberly & Jonathan Haskel & Paul Mizen, 2021. ""Potential Capital", Working from Home and Economic Resilience," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-15, Economic Statistics Centre of Excellence (ESCoE).
    55. Rebecca Riley & Ana Rincon-Aznar & Lea Samek, 2018. "Below the Aggregate: A Sectoral Account of the UK Productivity Puzzle," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2018-06, Economic Statistics Centre of Excellence (ESCoE).
    56. Martin, Josh, 2019. "Measuring the Other Half: New Measures of Intangible Investment from the ONS," National Institute Economic Review, National Institute of Economic and Social Research, vol. 249, pages 17-29, August.
    57. Alex Bishop & Juan Mateos-Garcia & George Richardson, 2022. "Using Text Data to Improve Industrial Statistics in the UK," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2022-01, Economic Statistics Centre of Excellence (ESCoE).
    58. Diane Coyle & David Nguyen, 2019. "No plant, no problem? Factoryless manufacturing and economic measurement," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-15, Economic Statistics Centre of Excellence (ESCoE).
    59. 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.
    60. Josh Martin & Kyle Jones, 2023. "An Occupation and Asset-Driven Approach to Capital Utilization Adjustment in Productivity Statistics," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    61. Peter Goodridge & Jonathan Haskel & Harald Edquist, 2022. "We See Data Everywhere Except in the Productivity Statistics," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(4), pages 862-894, December.
    62. Nicholas Oulton, 2022. "The Link Between the Standard of Living and Labour Productivity in the UK: A Decomposition," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 187-211, Spring.
    63. Martin Feldstein, 2017. "Underestimating the Real Growth of GDP, Personal Income, and Productivity," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 145-164, Spring.
    64. Jyldyz Djumalieva1 & Cath Sleeman, 2018. "An Open and Data-driven Taxonomy of Skills Extracted from Online Job Adverts," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2018-13, Economic Statistics Centre of Excellence (ESCoE).
    65. Dale W. Jorgenson, 2018. "Production and Welfare: Progress in Economic Measurement," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 867-919, September.
    66. Mary O'Mahony & Lea Samek, 2021. "Incorporating Health Status into Human Capital Stocks: An Analysis for the UK," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-03, Economic Statistics Centre of Excellence (ESCoE).
    67. Kevin Connolly & Mairi Spowage, 2021. "Improving the quality of regional economic indicators: Regional consumer prices," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-13, Economic Statistics Centre of Excellence (ESCoE).
    68. Marcel P Timmer & Sébastien Miroudot & Gaaitzen J de Vries, 2019. "Functional specialisation in trade," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 1-30.
    69. Peter Goodridge & Jonathan Haskel & Gavin Wallis, 2018. "Accounting for the UK Productivity Puzzle: A Decomposition and Predictions," Economica, London School of Economics and Political Science, vol. 85(339), pages 581-605, July.
    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. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    2. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    3. Kritikos, Alexander S. & Schiersch, Alexander & Stiel, Caroline, 2021. "The Productivity Puzzle in Business Services," IZA Discussion Papers 14610, Institute of Labor Economics (IZA).
    4. Marie Le Mouel & Alexander Schiersch, 2020. "Knowledge-Based Capital and Productivity Divergence," Discussion Papers of DIW Berlin 1868, DIW Berlin, German Institute for Economic Research.
    5. Alexander S. Kritikos & Alexander Schiersch & Caroline Stiel, 2022. "The productivity shock in business services," Small Business Economics, Springer, vol. 59(3), pages 1273-1299, October.
    6. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Marijn Verschelde, 2018. "Nonparametric Production Analysis with Unobserved Heterogeneity in Productivity," Working Papers ECARES 2018-25, ULB -- Universite Libre de Bruxelles.
    7. Berlingieri, Giuseppe & Blanchenay, Patrick & Criscuolo, Chiara, 2024. "The great divergence(s)," Research Policy, Elsevier, vol. 53(3).
    8. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Cédric Duprez & Glenn Magerman & Marijn Verschelde, 2021. "Structural Identification of Productivity under Biased Technological Change∗," Working Papers ECARES 2021-28, ULB -- Universite Libre de Bruxelles.
    9. Filippo Biondi & Sergio Inferrera & Matthias Mertens & Javier Miranda, 2023. "Declining Business Dynamism in Europe: The Role of Shocks, Market Power, and Technology," Jena Economics Research Papers 2023-011, Friedrich-Schiller-University Jena.
    10. Michael Peneder & Christian Rammer, 2018. "Measuring Competitiveness," WIFO Studies, WIFO, number 60838.
    11. Peneder, Michael & Rammer, Christian (ed.), 2018. "Measuring Competitiveness," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 181906, June.
    12. Matteo G. Richiardi & Luis Valenzuela, 2024. "Firm heterogeneity and the aggregate labour share," LABOUR, CEIS, vol. 38(1), pages 66-101, March.
    13. Peter Goodridge & Jonathan Haskel, 2023. "Accounting for the slowdown in UK innovation and productivity," Economica, London School of Economics and Political Science, vol. 90(359), pages 780-812, July.
    14. Daan Freeman & Leon Bettendorf & Harro van Heuvelen & Gerdien Meijerink, 2021. "The contribution of business dynamics to productivity growth in the Netherlands," CPB Discussion Paper 427, CPB Netherlands Bureau for Economic Policy Analysis.
    15. Emanuele Forlani & Ralf Martin & Giordano Mion & Mirabelle Muûls, 2023. "Unraveling Firms: Demand, Productivity and Markups Heterogeneity," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2251-2302.
    16. Florin Maican & Matilda Orth, 2017. "Productivity Dynamics and the Role of ‘Big-Box’ Entrants in Retailing," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 397-438, June.
    17. Altomonte, Carlo & Favoino, Domenico & Morlacco, Monica & Sonno, Tommaso, 2021. "Markups, intangible capital and heterogeneous financial frictions," LSE Research Online Documents on Economics 114280, London School of Economics and Political Science, LSE Library.
    18. Mr. Federico J Diez & Jiayue Fan & Carolina Villegas-Sánchez, 2019. "Global Declining Competition," IMF Working Papers 2019/082, International Monetary Fund.
    19. Mondolo, Jasmine, 2021. "Macroeconomic dynamics and the role of market power. The case of Italy," MPRA Paper 110172, University Library of Munich, Germany, revised 05 Oct 2021.
    20. Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2017. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," NBER Working Papers 23666, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    productivity; economic measurement; production function;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:anj:wpaper:033. 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: Krystyna Rudzki (email available below). General contact details of provider: https://edirc.repec.org/data/prodiuk.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.