IDEAS home Printed from https://ideas.repec.org/a/bla/jecsur/v35y2021i3p670-696.html
   My bibliography  Save this article

Growth Accounting In Economic History: Findings, Lessons And New Directions

Author

Listed:
  • Nicholas Crafts
  • Pieter Woltjer

Abstract

There is now a large volume of growth accounting estimates covering the long run experience of advanced countries. However, most of the studies in economic history are not based on state‐of‐the‐art methods. There is a trade‐off between maintaining international comparability and achieving the best results for individual countries. A one‐size‐fits‐all approach will not always do justice to the variety of historical experiences since the conventional assumptions may sometimes be inappropriate. Nevertheless, growth‐accounting studies have produced some eye‐catching results which provide food for thought both for economic historians and for growth economists. These include (1) the finding that TFP growth was comparatively slow during the First Industrial Revolution, (2) Solow's famous conclusion that TFP growth accounted for 7/8ths of American labour‐productivity growth was atypical, (3) the impact of new general‐purpose technologies on growth typically takes a long time to materialize, ICT being the notable exception and (4) that capital‐deepening was much more important relative to TFP growth in east Asian than in western European catch‐up growth. Growth accounting is undoubtedly a valuable item in the cliometrician's toolkit. Nonetheless, we anticipate the introduction of more sophisticated methods and look forward to progress in understanding what explains marked differences in TFP performance.

Suggested Citation

  • Nicholas Crafts & Pieter Woltjer, 2021. "Growth Accounting In Economic History: Findings, Lessons And New Directions," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 670-696, July.
  • Handle: RePEc:bla:jecsur:v:35:y:2021:i:3:p:670-696
    DOI: 10.1111/joes.12348
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/joes.12348
    Download Restriction: no

    File URL: https://libkey.io/10.1111/joes.12348?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    3. N. F. R. Crafts & C. K. Harley, 1992. "Output growth and the British industrial revolution: a restatement of the Crafts-Harley view," Economic History Review, Economic History Society, vol. 45(4), pages 703-730, November.
    4. 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.
    5. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    6. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    7. Susanto Basu & David N. Weil, 1998. "Appropriate Technology and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1025-1054.
    8. 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.
    9. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    10. Devine, Warren D., 1983. "From Shafts to Wires: Historical Perspective on Electrification," The Journal of Economic History, Cambridge University Press, vol. 43(2), pages 347-372, June.
    11. Antras, Pol & Voth, Hans-Joachim, 2003. "Factor prices and productivity growth during the British industrial revolution," Explorations in Economic History, Elsevier, vol. 40(1), pages 52-77, January.
    12. Nicholas Crafts, 2004. "Steam as a general purpose technology: A growth accounting perspective," Economic Journal, Royal Economic Society, vol. 114(495), pages 338-351, April.
    13. W. Diewert, 2015. "Decompositions of productivity growth into sectoral effects," Journal of Productivity Analysis, Springer, vol. 43(3), pages 367-387, June.
    14. Barro, Robert J, 1999. "Notes on Growth Accounting," Journal of Economic Growth, Springer, vol. 4(2), pages 119-137, June.
    15. Broadberry,Stephen & Campbell,Bruce M. S. & Klein,Alexander & Overton,Mark & van Leeuwen,Bas, 2015. "British Economic Growth, 1270–1870," Cambridge Books, Cambridge University Press, number 9781107070783, September.
    16. Crafts,Nicholas, 2018. "Forging Ahead, Falling Behind and Fighting Back," Cambridge Books, Cambridge University Press, number 9781108424400, September.
    17. Nicolas Ziebarth, 2013. "Are China and India Backwards? Evidence from the 19th Century U.S. Census of Manufactures," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 86-99, January.
    18. Daniel E. Sichel, 2019. "Productivity Measurement: Racing to Keep Up," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 591-614, August.
    19. Tamás Vonyó & Alexander Klein, 2019. "Why did socialist economies fail? The role of factor inputs reconsidered," Economic History Review, Economic History Society, vol. 72(1), pages 317-345, February.
    20. Ernst R. Berndt & Jack E. Triplett, 1991. "Introduction to "Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth"," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 1-2, National Bureau of Economic Research, Inc.
    21. David M. Byrne & Stephen D. Oliner & Daniel E. Sichel, 2013. "Is the Information Technology Revolution Over?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 25, pages 20-36, Spring.
    22. Mr. Michael Sarel, 1997. "Growth and Productivity in Asean Countries," IMF Working Papers 1997/097, International Monetary Fund.
    23. Robert J. Gordon, 2016. "Perspectives on The Rise and Fall of American Growth," American Economic Review, American Economic Association, vol. 106(5), pages 72-76, May.
    24. John W. Kendrick, 1961. "Productivity Trends in the United States," NBER Books, National Bureau of Economic Research, Inc, number kend61-1.
    25. Nicholas Oulton & Ana Rincon-Aznar & Lea Samek & Sylaja Srinivasan, 2018. "Double Deflation: theory and practice," Discussion Papers 1831, Centre for Macroeconomics (CFM).
    26. Robert J. Gordon, 2000. "Interpreting the "One Big Wave" in U.S. Long-Term Productivity Growth," NBER Working Papers 7752, National Bureau of Economic Research, Inc.
    27. Marcel Timmer & Bart Los, 2005. "Localized Innovation and Productivity Growth in Asia: An Intertemporal DEA Approach," Journal of Productivity Analysis, Springer, vol. 23(1), pages 47-64, January.
    28. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    29. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    30. George J. Stigler, 1947. "Introduction, Trends in Output and Employment," NBER Chapters, in: Trends in Output and Employment, pages 1-2, National Bureau of Economic Research, Inc.
    31. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2018. "The role of production factor quality and technology diffusion in twentieth-century productivity growth," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 12(1), pages 61-97, January.
    32. Emili Grifell-Tatjé & C.A. Knox Lovell & Robin Sickles & Laurens Cherchye & Bram de Rock & Antonio Estache & Marijn Verschelde, 2018. "The Oxford Handbook of Productivity Analysis," Post-Print hal-02573812, HAL.
    33. George J. Stigler, 1947. "Trends in Output and Employment," NBER Books, National Bureau of Economic Research, Inc, number stig47-1.
    34. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    35. George J. Stigler, 1947. "Trends in Output," NBER Chapters, in: Trends in Output and Employment, pages 6-31, National Bureau of Economic Research, Inc.
    36. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    37. 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.
    38. Nicholas Crafts, 2021. "The Sources Of British Economic Growth Since The Industrial Revolution: Not The Same Old Story," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 697-709, July.
    39. 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.
    40. Zvi Griliches, 1996. "The Discovery of the Residual: A Historical Note," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1324-1330, September.
    41. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    42. Allen, Robert C., 2012. "Technology and the great divergence: Global economic development since 1820," Explorations in Economic History, Elsevier, vol. 49(1), pages 1-16.
    43. Paul Schreyer, 2001. "The OECD Productivity Manual: A Guide to the Measurement of Industry-Level and Aggregate Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 2, pages 37-51, Spring.
    44. Harald Edquist, 2010. "Does hedonic price indexing change our interpretation of economic history? Evidence from Swedish electrification," Economic History Review, Economic History Society, vol. 63(2), pages 500-523, May.
    45. Gordon, Robert J., 2010. "Revisiting U. S. productivity Growth over the Past Century with a View of the Future," CEPR Discussion Papers 7991, C.E.P.R. Discussion Papers.
    46. 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.
    47. Vonyó, Tamás, 2008. "Post-war reconstruction and the Golden Age of economic growth," European Review of Economic History, Cambridge University Press, vol. 12(2), pages 221-241, August.
    48. Ashley Ward & María Belén Zinni & Pascal Marianna, 2018. "International productivity gaps: Are labour input measures comparable?," OECD Statistics Working Papers 2018/12, OECD Publishing.
    49. Allen, Robert C., 2009. "Engels' pause: Technical change, capital accumulation, and inequality in the british industrial revolution," Explorations in Economic History, Elsevier, vol. 46(4), pages 418-435, October.
    50. Oulton, Nicholas, 2012. "Long term implications of the ICT revolution: Applying the lessons of growth theory and growth accounting," Economic Modelling, Elsevier, vol. 29(5), pages 1722-1736.
    51. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    52. Mallick, Debdulal, 2012. "The role of the elasticity of substitution in economic growth: A cross-country investigation," Labour Economics, Elsevier, vol. 19(5), pages 682-694.
    53. George J. Stigler, 1947. "Trends in Employment," NBER Chapters, in: Trends in Output and Employment, pages 32-41, National Bureau of Economic Research, Inc.
    54. Maddison, Angus, 1987. "Growth and Slowdown in Advanced Capitalist Economies: Techniques of Quantitative Assessment," Journal of Economic Literature, American Economic Association, vol. 25(2), pages 649-698, June.
    55. Crafts, Nicholas, 2012. "British relative economic decline revisited: The role of competition," Explorations in Economic History, Elsevier, vol. 49(1), pages 17-29.
    56. Dani Rodrik & Tain-Jy Chen, 1998. "TFPG Controversies, Institutions and Economic Performance in East Asia," International Economic Association Series, in: Yujiro Hayami & Masahiko Aoki (ed.), The Institutional Foundations of East Asian Economic Development, chapter 4, pages 79-105, Palgrave Macmillan.
    57. J. B. Taylor & Harald Uhlig (ed.), 2016. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 2, number 2.
    58. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-1044, July.
    59. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Books, National Bureau of Economic Research, Inc, number abra56-1.
    60. Robert J. Gordon, 2010. "Revisiting U. S. Productivity Growth over the Past Century with a View of the Future," NBER Working Papers 15834, National Bureau of Economic Research, Inc.
    61. Chang-Tai Hsieh, 2002. "What Explains the Industrial Revolution in East Asia? Evidence From the Factor Markets," American Economic Review, American Economic Association, vol. 92(3), pages 502-526, June.
    62. Charles R. Hulten, 1991. "The Measurement of Capital," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 119-158, National Bureau of Economic Research, Inc.
    63. Timmer, Marcel P. & Veenstra, Joost & Woltjer, Pieter J., 2016. "The Yankees of Europe? A New View on Technology and Productivity in German Manufacturing in the Early Twentieth Century," The Journal of Economic History, Cambridge University Press, vol. 76(3), pages 874-908, September.
    64. A. Bergeaud & G. Cette & R. Lecat, 2016. "The role of production factor quality and technology diffusion in 20th century productivity growth," Working papers 588, Banque de France.
    65. 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.
    66. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Chapters, in: Resource and Output Trends in the United States since 1870, pages 1-23, National Bureau of Economic Research, Inc.
    67. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    68. Crafts, N. F. R., 1995. "Exogenous or Endogenous Growth? The Industrial Revolution Reconsidered," The Journal of Economic History, Cambridge University Press, vol. 55(4), pages 745-772, December.
    69. Ernst R. Berndt & Jack E. Triplett, 1991. "Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth," NBER Books, National Bureau of Economic Research, Inc, number bern91-1.
    70. Philippe Aghion & Peter Howitt, 2007. "Capital, innovation, and growth accounting," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 79-93, Spring.
    71. Nicholas Crafts, 2009. "Solow and Growth Accounting: A Perspective from Quantitative Economic History," History of Political Economy, Duke University Press, vol. 41(5), pages 200-220, Supplemen.
    72. Felipe, Jesus & McCombie, J. S. L., 2001. "Biased Technical Change, Growth Accounting, and the Conundrum of the East Asian Miracle," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 542-565, September.
    73. Shekhar Aiyar & Carl-Johan Dalgaard, 2005. "Total Factor Productivity Revisited: A Dual Approach to Development Accounting," IMF Staff Papers, Palgrave Macmillan, vol. 52(1), pages 82-102, April.
    74. repec:aei:rpaper:37301 is not listed on IDEAS
    75. Abramovitz, Moses, 1993. "The Search for the Sources of Growth: Areas of Ignorance, Old and New," The Journal of Economic History, Cambridge University Press, vol. 53(2), pages 217-243, June.
    76. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2005. "Productivity, Volume 3: Information Technology and the American Growth Resurgence," MIT Press Books, The MIT Press, edition 1, volume 3, number 0262101114, April.
    77. Nicholas Kaldor, 1961. "Capital Accumulation and Economic Growth," International Economic Association Series, in: D. C. Hague (ed.), The Theory of Capital, chapter 0, pages 177-222, Palgrave Macmillan.
    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. Ravshonbek Otojanov & Roger Fouquet & Brigitte Granville, 2023. "Factor prices and induced technical change in the industrial revolution," Economic History Review, Economic History Society, vol. 76(2), pages 599-623, May.
    2. Koopman, Eline & Wacker, Konstantin M., 2023. "Drivers of growth accelerations: What role for capital accumulation?," World Development, Elsevier, vol. 169(C).
    3. Leandro Prados de la Escosura & Tamás Vonyó & Ilya B. Voskoboynikov, 2021. "Accounting For Growth In History," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 655-669, July.
    4. Mohamad Ikhsan & Sri Mulyani Indrawati & I Gede Sthitaprajna Virananda & Zihaul Abdi & Canyon Keanu Can, 2021. "The Productivity and Future Growth Potential of Indonesia," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 67, pages 235-256, Desember.
    5. Daniel Gallardo-Albarrán, 2024. "Capital, Productivity, and Human Welfare Since 1870," Springer Books, in: Claude Diebolt & Michael Haupert (ed.), Handbook of Cliometrics, edition 3, pages 2023-2048, Springer.
    6. Alessandro Bellocchi & Giuseppe Travaglini & Beatrice Vitali, 2023. "How capital intensity affects technical progress: An empirical analysis for 17 advanced economies," Metroeconomica, Wiley Blackwell, vol. 74(3), pages 606-631, July.
    7. Bart van Ark & Dirk Pilat & Klaas de Vries, 2023. "Are Pro-Productivity Policies Fit for Purpose? Productivity Drivers and Policies in G-20 Economies," Working Papers 038, The Productivity Institute.

    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. Leandro Prados de la Escosura & Tamás Vonyó & Ilya B. Voskoboynikov, 2021. "Accounting For Growth In History," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 655-669, July.
    2. Crafts, Nicholas & O’Rourke, Kevin Hjortshøj, 2014. "Twentieth Century Growth*This research has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013) / ERC grant agreement no. 249546.," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 263-346, Elsevier.
    3. Daniel Gallardo‐Albarrán & Robert Inklaar, 2021. "The Role Of Capital And Productivity In Accounting For Income Differences Since 1913," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 952-974, July.
    4. Hulten, Charles R., 2010. "Growth Accounting," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 987-1031, Elsevier.
    5. Burda, Michael C. & Severgnini, Battista, 2014. "Solow residuals without capital stocks," Journal of Development Economics, Elsevier, vol. 109(C), pages 154-171.
    6. Young Eun Kim & Norman V. Loayza, 2019. "Productivity Growth: Patterns and Determinants across the World," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 42(84), pages 36-93.
    7. Jesus Felipe & John S.L. McCombie, 2013. "The Aggregate Production Function and the Measurement of Technical Change," Books, Edward Elgar Publishing, number 1975.
    8. André A. Hofman & Patricio Valderrama, 2021. "Long Run Economic Growth Performance In Latin America – 1820–2016," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 833-869, July.
    9. Charles R. Hulten, 2000. "Total Factor Productivity: A Short Biography," NBER Working Papers 7471, National Bureau of Economic Research, Inc.
    10. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    11. Santos, João & Borges, Afonso S. & Domingos, Tiago, 2021. "Exploring the links between total factor productivity and energy efficiency: Portugal, 1960–2014," Energy Economics, Elsevier, vol. 101(C).
    12. G Cameron, 1996. "Innovation and Economic Growth," CEP Discussion Papers dp0277, Centre for Economic Performance, LSE.
    13. Leonard Kukić, 2021. "The Nature Of Technological Failure: Patterns Of Biased Technical Change In Socialist Europe," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 895-925, July.
    14. Bert Balk, 2003. "The Residual: On Monitoring and Benchmarking Firms, Industries, and Economies with Respect to Productivity," Journal of Productivity Analysis, Springer, vol. 20(1), pages 5-47, July.
    15. Crafts, Nicholas, 2010. "The contribution of new technology to economic growth: lessons from economic history," Revista de Historia Económica / Journal of Iberian and Latin American Economic History, Cambridge University Press, vol. 28(3), pages 409-440, December.
    16. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    17. Malcolm Abbott, 2018. "Productivity: a history of its measurement," HISTORY OF ECONOMIC THOUGHT AND POLICY, FrancoAngeli Editore, vol. 2018(1), pages 57-80.
    18. Wu, Harry X., 2019. "Towards an Institutional Interpretation of TFP Changes in China," CEI Working Paper Series 2019-4, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    19. Nicholas Crafts, 2010. "Cliometrics and technological change: a survey," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 17(5), pages 1127-1147.
    20. Gonzales-Rocha, Erick & Mendez-Guerra, Carlos, 2018. "Increasing productivity dispersion: Evidence from light manufacturing in Brazil," MPRA Paper 88478, University Library of Munich, Germany.

    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:jecsur:v:35:y:2021:i:3:p:670-696. 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 Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0950-0804 .

    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.