IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/9890.html
   My bibliography  Save this paper

Learning to Learn : Experimentation, Entrepreneurial Capital, and Development

Author

Listed:
  • Maloney,William F.
  • Zambrano,Andrés

Abstract

This paper models an entrepreneur’s choice between investing in a safe activity or experimentingwith a new risky one, and how much to invest in the “entrepreneurial capital” that would permit more effectiveuse of the arriving information on the latter- how much to learn how to learn. Optimal investment in entrepreneurialcapital depends the expected return on the risky activity. It can lead to three learning regimes, two of which cangenerate a development trap where firms and countries are unable to assess the potential of newly arrivingtechnologies and hence grow more slowly. The first arises purely because it is too expensive to learn to learn, thesecond because the returns to the new activity are so high that they obviate the need to distinguish between activitiesand hence invest in entrepreneurial capital. The paper draws on historical evidence to show how the model offers insightsinto three understudied features of the industrialization process in the Western Hemisphere at the beginning of the20th century: the disproportionate influence of immigrant/foreign entrepreneurs in driving industrializationin Latin America; the emergence of selective exceptions tothis pattern, as well as episodes of entrepreneurial retrogression; and the differing effects of similar economicstructures across countries that suggest the possibility of a learning-displacing resource curse. The model can simulatethe respective decline and boom in the Chilean and US copper industries at the turn of the century, arising either frominitially high relative returns or low initial endowments of entrepreneurial capital in the latter.

Suggested Citation

  • Maloney,William F. & Zambrano,Andrés, 2021. "Learning to Learn : Experimentation, Entrepreneurial Capital, and Development," Policy Research Working Paper Series 9890, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9890
    as

    Download full text from publisher

    File URL: http://documents.worldbank.org/curated/en/382521640023800097/pdf/Learning-to-Learn-Experimentation-Entrepreneurial-Capital-and-Development.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    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, October.
    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," The 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," The 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.
    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. William F. Maloney & Felipe Valencia Caicedo, 2014. "Engineers, Innovative Capacity and Development in the Americas," Documentos CEDE 11948, Universidad de los Andes, Facultad de Economía, CEDE.
    2. William F. Maloney & Felipe Valencia Caicedo, 2017. "Engineering Growth: Innovative Capacity and Development in the Americas," CESifo Working Paper Series 6339, CESifo.
    3. Edwin Goni & William F. Maloney, 2014. "Why don’t Poor Countries do R&D?," Documentos CEDE 11947, Universidad de los Andes, Facultad de Economía, CEDE.
    4. Tarantino, Emanuele & Simcoe, Timothy S. & Ganglmair, Bernhard, 2018. "Learning When to Quit: An Empirical Model of Experimentation," CEPR Discussion Papers 12733, C.E.P.R. Discussion Papers.
    5. Joonkyu Choi & Nathan Goldschlag & John C. Haltiwanger & J. Daniel Kim, 2021. "Early Joiners and Startup Performance," NBER Working Papers 28417, National Bureau of Economic Research, Inc.
    6. Gonzalez-Uribe, Juanita & Hmaddi, Ouafaa, 2022. "The multi-dimensional impacts of business accelerators: what does the research tell us?," LSE Research Online Documents on Economics 115461, London School of Economics and Political Science, LSE Library.
    7. Goñi, Edwin & Maloney, William F., 2017. "Why don’t poor countries do R&D? Varying rates of factor returns across the development process," European Economic Review, Elsevier, vol. 94(C), pages 126-147.
    8. Keller, Godfrey & Novák, Vladimír & Willems, Tim, 2019. "A note on optimal experimentation under risk aversion," Journal of Economic Theory, Elsevier, vol. 179(C), pages 476-487.
    9. González-Uribe, Juanita & Reyes, Santiago, 2021. "Identifying and boosting “Gazelles”: Evidence from business accelerators," Journal of Financial Economics, Elsevier, vol. 139(1), pages 260-287.
    10. Cujean, Julien & Bustamante, Maria Cecilia & Frésard, Laurent, 2019. "Knowledge Cycles and Corporate Investment," CEPR Discussion Papers 14152, C.E.P.R. Discussion Papers.
    11. Gao, Mingze & Leung, Henry & Qiu, Buhui, 2021. "Organization capital and executive performance incentives," Journal of Banking & Finance, Elsevier, vol. 123(C).
    12. Mayer-Haug, Katrin & Read, Stuart & Brinckmann, Jan & Dew, Nicholas & Grichnik, Dietmar, 2013. "Entrepreneurial talent and venture performance: A meta-analytic investigation of SMEs," Research Policy, Elsevier, vol. 42(6), pages 1251-1273.
    13. Qiu, Buhui & Wang, Teng, 2018. "Does Knowledge Protection Benefit Shareholders? Evidence from Stock Market Reaction and Firm Investment in Knowledge Assets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1341-1370, June.
    14. Kilian Huber & Volker Lindenthal & Fabian Waldinger, 2021. "Discrimination, Managers, and Firm Performance: Evidence from “Aryanizations” in Nazi Germany," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2455-2503.
    15. Gonzalez-Uribe, Juanita & Reyes, Santiago, 2021. "Identifying and boosting “gazelles”: evidence from business accelerators," LSE Research Online Documents on Economics 103145, London School of Economics and Political Science, LSE Library.
    16. Sabrina T. Howell, 2017. "Reducing Information Frictions in Venture Capital: The Role of New Venture Competitions," NBER Working Papers 23874, National Bureau of Economic Research, Inc.
    17. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    18. Ross Levine & Yona Rubinstein, 2017. "Smart and Illicit: Who Becomes an Entrepreneur and Do They Earn More?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 963-1018.
    19. Kim, J. Daniel, 2018. "Is there a startup wage premium? Evidence from MIT graduates," Research Policy, Elsevier, vol. 47(3), pages 637-649.
    20. T. Tony Ke & Zuo-Jun Max Shen & J. Miguel Villas-Boas, 2016. "Search for Information on Multiple Products," Management Science, INFORMS, vol. 62(12), pages 3576-3603, December.

    More about this item

    Keywords

    Mining & Extractive Industry (Non-Energy); Primary Metals; International Trade and Trade Rules; Private Sector Economics; Private Sector Development Law; Marketing;
    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

    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:wbk:wbrwps:9890. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.