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Cross‐Country Income Differences Revisited: Accounting for the Role of Intangible Capital

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  • Wen Chen

Abstract

This paper develops a new intangible investment database that is consistent and internationally comparable for a set of 60 economies over the period 1995–2011. I find that over time a growing share of total investment consists of intangible assets, rather than investment in tangible assets, like machinery and buildings. Across countries, the level of economic development of a country is positively associated with its investment intensity in intangibles. By including intangible capital as an additional production factor, this paper finds that we can account for substantially more of the variation in cross‐country income levels. Depending on the assumptions regarding the output elasticities of factor inputs, the observed differences in intangible capital can account for up to 16 percentage points of the cross‐country income variation.

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  • Wen Chen, 2018. "Cross‐Country Income Differences Revisited: Accounting for the Role of Intangible Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(3), pages 626-648, September.
    • Handle: RePEc:bla:revinw:v:64:y:2018:i:3:p:626-648
    DOI: 10.1111/roiw.12305
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    as
    1. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    2. Robert Inklaar, 2010. "The Sensitivity Of Capital Services Measurement: Measure All Assets And The Cost Of Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(2), pages 389-412, June.
    3. 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.
    4. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    5. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    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. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    8. Felix Roth & Anna-Elisabeth Thum, 2022. "Intangible Capital and Labor Productivity Growth: Panel Evidence for the EU from 1998–2005," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 101-128, Springer.
    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. Tronconi, Claudia & Vittucci Marzetti, Giuseppe, 2011. "Organization capital and firm performance. Empirical evidence for European firms," Economics Letters, Elsevier, vol. 112(2), pages 141-143, August.
    11. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    12. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    13. 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.
    14. Kyoji Fukao & Tsutomu Miyagawa & Kentaro Mukai & Yukio Shinoda & Konomi Tonogi, 2009. "Intangible Investment In Japan: Measurement And Contribution To Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 717-736, September.
    15. Haskel, J & Corrado, C & Jona-Lasinio, C & Iommi, M, 2013. "Innovation and intangible investment in Europe, Japan and the US," Working Papers 11139, Imperial College, London, Imperial College Business School.
    16. Sandra E. Black & Lisa M. Lynch, 2005. "Measuring Organizational Capital in the New Economy," NBER Chapters, in: Measuring Capital in the New Economy, pages 205-236, National Bureau of Economic Research, Inc.
    17. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Books, National Bureau of Economic Research, Inc, number abra56-1, June.
    18. Wen Chen & Robert Inklaar, 2016. "Productivity spillovers of organization capital," Journal of Productivity Analysis, Springer, vol. 45(3), pages 229-245, June.
    19. 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.
    20. Carol A. Corrado & Charles R. Hulten, 2010. "How Do You Measure a "Technological Revolution"?," American Economic Review, American Economic Association, vol. 100(2), pages 99-104, May.
    21. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    22. Prescott, Edward C & Visscher, Michael, 1980. "Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 88(3), pages 446-461, June.
    23. Mauro Giorgio Marrano & Jonathan Haskel & Gavin Wallis, 2009. "What Happened To The Knowledge Economy? Ict, Intangible Investment, And Britain'S Productivity Record Revisited," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 686-716, September.
    24. 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.
    25. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    26. Harald Edquist, 2011. "CAN INVESTMENT IN INTANGIBLES EXPLAIN THE SWEDISH PRODUCTIVITY BOOM IN THE 1990s?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 658-682, December.
    27. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    28. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1, June.
    29. 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.
    30. Piyusha Mutreja, 2014. "Equipment And Structures Capital: Accounting For Income Differences," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 713-731, April.
    31. Gaganan Awano & Mark Franklin & Jonathan Haskel & Zafeira Kastrinaki, 2010. "Measuring investment in intangible assets in the UK: results from a new survey," Economic & Labour Market Review, Palgrave Macmillan;Office for National Statistics, vol. 4(7), pages 66-71, July.
    32. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio & Massimiliano Iommi, 2013. "Innovation and intangible investment in Europe, Japan, and the United States," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 29(2), pages 261-286, SUMMER.
    33. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
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    Cited by:

    1. 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.
    2. 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.
    3. Mattia Di Ubaldo & Iulia Siedschlag, 2021. "Investment in Knowledge‐Based Capital and Productivity: Firm‐Level Evidence from a Small Open Economy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 363-393, June.
    4. Robert Inklaar & Pieter Woltjer & Daniel Gallardo Albarrán, 2019. "The Composition of Capital and Cross-Country Productivity Comparisons," International Productivity Monitor, Centre for the Study of Living Standards, vol. 36, pages 34-52, Spring.
    5. Roth, Felix, 2019. "Intangible Capital and Labour Productivity Growth: A Review of the Literature," Hamburg Discussion Papers in International Economics 4, University of Hamburg, Department of Economics.
    6. Breithaupt, Patrick & Kesler, Reinhold & Niebel, Thomas & Rammer, Christian, 2020. "Intangible capital indicators based on web scraping of social media," ZEW Discussion Papers 20-046, ZEW - Leibniz Centre for European Economic Research.
    7. Claudio Fassio & Sona Kalantaryan & Alessandra Venturini, 2020. "Foreign Human Capital and Total Factor Productivity: A Sectoral Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(3), pages 613-646, September.

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