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Learning to learn: Experimentation, entrepreneurial capital, and development

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  • William F. Maloney
  • Andrés Zambrano

Abstract

This paper models an entrepreneur's choice between investing in a safe activity or experimenting with a new risky one, and how much to invest in entrepreneurial capital" that permits more effective use of arriving information on the latter- how much to learn how to learn. Optimal investment depends on the cost, the distance from the entrepreneurial frontier, and non-monotonically, on the expected return on the risky activity, leading to three learning regimes including a potential resource curse. The model is supported by historical evidence from Latin America and simulations of the relative decline of the Chilean versus US copper industries

Suggested Citation

  • William F. Maloney & Andrés Zambrano, 2022. "Learning to learn: Experimentation, entrepreneurial capital, and development," Documentos CEDE 19940, Universidad de los Andes, Facultad de Economía, CEDE.
  • Handle: RePEc:col:000089:019940
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    1. Sascha O. Becker & Ludger Woessmann, 2009. "Was Weber Wrong? A Human Capital Theory of Protestant Economic History," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 531-596.
    2. Odagiri, Hiroyuki & Goto, Akira, 1996. "Technology and Industrial Development in Japan: Building Capabilities by Learning, Innovation and Public Policy," OUP Catalogue, Oxford University Press, number 9780198288022, Decembrie.
    3. Roberts, Kevin & Weitzman, Martin L, 1981. "Funding Criteria for Research, Development, and Exploration Projects," Econometrica, Econometric Society, vol. 49(5), pages 1261-1288, September.
    4. Lustig, Hanno & Syverson, Chad & Van Nieuwerburgh, Stijn, 2011. "Technological change and the growing inequality in managerial compensation," Journal of Financial Economics, Elsevier, vol. 99(3), pages 601-627, March.
    5. Howitt, Peter & Mayer-Foulkes, David, 2005. "R&D, Implementation, and Stagnation: A Schumpeterian Theory of Convergence Clubs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(1), pages 147-177, February.
    6. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    7. Enrico Spolaore & Romain Wacziarg, 2009. "The Diffusion of Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 469-529.
    8. Sérgio Oliveira Birchal, 1999. "Entrepreneurship in Nineteenth-Century Brazil," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-27115-3.
    9. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    10. Louis Putterman & David N. Weil, 2010. "Post-1500 Population Flows and The Long-Run Determinants of Economic Growth and Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1627-1682.
    11. Serguey Braguinsky & Atsushi Ohyama & Tetsuji Okazaki & Chad Syverson, 2021. "Product Innovation, Product Diversification, and Firm Growth: Evidence from Japan's Early Industrialization," American Economic Review, American Economic Association, vol. 111(12), pages 3795-3826, December.
    12. Gustavo Manso, 2016. "Experimentation and the Returns to Entrepreneurship," Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2319-2340.
    13. 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.
    14. Giuseppe Moscarini & Lones Smith, 2001. "The Optimal Level of Experimentation," Econometrica, Econometric Society, vol. 69(6), pages 1629-1644, November.
    15. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1991. "The Allocation of Talent: Implications for Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 503-530.
    16. Ashish Arora & Michelle Gittelman & Sarah Kaplan & John Lynch & Will Mitchell & Nicolaj Siggelkow & Serguey Braguinsky & David A. Hounshell, 2016. "History and nanoeconomics in strategy and industry evolution research: Lessons from the Meiji-Era Japanese cotton spinning industry," Strategic Management Journal, Wiley Blackwell, vol. 37(1), pages 45-65, January.
    17. , & ,, 2010. "Strategic experimentation with Poisson bandits," Theoretical Economics, Econometric Society, vol. 5(2), May.
    18. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 173-222.
    19. Godfrey Keller & Sven Rady & Martin Cripps, 2005. "Strategic Experimentation with Exponential Bandits," Econometrica, Econometric Society, vol. 73(1), pages 39-68, January.
    20. Michela Giorcelli, 2019. "The Long-Term Effects of Management and Technology Transfers," American Economic Review, American Economic Association, vol. 109(1), pages 121-152, January.
    21. Miriam Bruhn & Dean Karlan & Antoinette Schoar, 2010. "What Capital Is Missing in Developing Countries?," American Economic Review, American Economic Association, vol. 100(2), pages 629-633, May.
    22. William R. Kerr & Ramana Nanda & Matthew Rhodes-Kropf, 2014. "Entrepreneurship as Experimentation," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 25-48, Summer.
    23. 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.
    24. Andrew Atkeson & Patrick J. Kehoe, 2005. "Modeling and Measuring Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1026-1053, October.
    25. Baumol, William J., 1996. "Entrepreneurship: Productive, unproductive, and destructive," Journal of Business Venturing, Elsevier, vol. 11(1), pages 3-22, January.
    26. Galor, Oded & Michalopoulos, Stelios, 2006. "The Evolution of Entrepreneurial Spirit and the Process of Development," CEPR Discussion Papers 6022, C.E.P.R. Discussion Papers.
    27. Rajshree Agarwal & Serguey Braguinsky & Atsushi Ohyama, 2020. "Centers of gravity: The effect of stable shared leadership in top management teams on firm growth and industry evolution," Strategic Management Journal, Wiley Blackwell, vol. 41(3), pages 467-498, March.
    28. Juanita Gonzalez-Uribe & Michael Leatherbee, 2018. "The Effects of Business Accelerators on Venture Performance: Evidence from Start-Up Chile," Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1566-1603.
    29. Sherwin Rosen, 1972. "Learning by Experience as Joint Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 86(3), pages 366-382.
    30. Patrick Bolton & Christopher Harris, 1999. "Strategic Experimentation," Econometrica, Econometric Society, vol. 67(2), pages 349-374, March.
    31. William J. Baumol, 2013. "The Microtheory of Innovative Entrepreneurship," Journal of Economic Sociology, National Research University Higher School of Economics, vol. 14(3), pages 96-108.
    32. Rachel M. McCleary & Robert J. Barro, 2006. "Religion and Economy," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 49-72, Spring.
    33. Steven Callander, 2011. "Searching and Learning by Trial and Error," American Economic Review, American Economic Association, vol. 101(6), pages 2277-2308, October.
    34. Gonzalez-Uribe, Juanita & Leatherbee, Michael, 2018. "The effects of business accelerators on venture performance: evidence from start-up Chile," LSE Research Online Documents on Economics 84553, London School of Economics and Political Science, LSE Library.
    35. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
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    More about this item

    Keywords

    Learning; Experimentation; Entrepreneurial capital; Development; Resource curse;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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