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Tolerance for uncertainty and the growth of informationally opaque industries

  • Huang, Rocco R.

Hofstede (1980)’s cross-country psychological survey of IBM employees shows that some countries (societies) are systematically more tolerant of uncertainty, while tolerance of uncertainty is shown by Rigotti et al. (2003)’s model to be essential to the growth of “emerging sectors about which little is known”. We use Durnev, Morck and Yeung (2004)’s methodology to identify these informationally opaque industries. We hypothesize that, countries characterized by high uncertainty aversion (measured by Hofstede’s indicator) will, because of uncertainty aversion, grow disproportionately slower in industrial sectors where information is less available (proxied by lower informativeness of stock prices in the U.S., Durnev et al. 2004). Using the Rajan and Zingales (1998) “differences-in-differences” methodology, in 34 countries and 36 manufacturing industries, we indeed find robust evidence for this pattern of industrial growth. We also show that national uncertainty aversion is not proxying for under-development of financial sector, inadaptability of civil law systems, lower level of economic development, or many other factors. Our results are also robust when we use religious (Protestant/Catholic) composition to instrument for national uncertainty aversion.

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Article provided by Elsevier in its journal Journal of Development Economics.

Volume (Year): 87 (2008)
Issue (Month): 2 (October)
Pages: 333-353

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Handle: RePEc:eee:deveco:v:87:y:2008:i:2:p:333-353
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  1. Luca Rigotti & Matthew Ryan & Rhema Vaithianathan, 2001. "Entrepreneurial Innovation," GE, Growth, Math methods 0103002, EconWPA.
  2. Edward L. Glaeser & Bruce I. Sacerdote & Jose A. Scheinkman, 2002. "The Social Multiplier," NBER Working Papers 9153, National Bureau of Economic Research, Inc.
  3. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2000. "The Role of Social Capital in Financial Development," NBER Working Papers 7563, National Bureau of Economic Research, Inc.
  4. Nicola Cetorelli & Michele Gambera, 1999. "Banking market structure, financial dependence and growth: international evidence from industry data," Working Paper Series WP-99-8, Federal Reserve Bank of Chicago.
  5. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2002. "People's Opium? Religion and Economic Attitudes," CEPR Discussion Papers 3588, C.E.P.R. Discussion Papers.
  6. Stijn Claessens & Luc Laeven, 2003. "Financial Development, Property Rights, and Growth," Journal of Finance, American Finance Association, vol. 58(6), pages 2401-2436, December.
  7. Arturo Bris & William N. Goetzmann & Ning Zhu, 2004. "Efficiency and the Bear: Short Sales and Markets around the World," Yale School of Management Working Papers ysm15, Yale School of Management.
  8. Fisman, Raymond & Love, Inessa, 2001. "Trade credit, financial intermediary development, and industry growth," Policy Research Working Paper Series 2695, The World Bank.
  9. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2006. "Does Culture Affect Economic Outcomes?," CEPR Discussion Papers 5505, C.E.P.R. Discussion Papers.
  10. Juan Botero & Simeon Djankov & Rafael LaPorta & Florencio López-de-Silanes & Andrei Shleifer, . "The Regulation of Labor," Working Paper 19483, Harvard University OpenScholar.
  11. Raquel Fernández & Alessandra Fogli, 2005. "Fertility: The Role of Culture and Family Experience," NBER Working Papers 11569, National Bureau of Economic Research, Inc.
  12. Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, . "Law and Finance," Working Paper 19451, Harvard University OpenScholar.
  13. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2005. "Cultural Biases in Economic Exchange," 2005 Meeting Papers 234, Society for Economic Dynamics.
  14. Sujoy Mukerji & Jean-Marc Tallon, 2003. "An overview of economic applications of David Schmeidler`s models of decision making under uncertainty," Economics Series Working Papers 165, University of Oxford, Department of Economics.
  15. Raghuram G. Rajan & Luigi Zingales, . "Financial Dependence and Growth," CRSP working papers 344, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  16. Kan Li & Randall Morck & Fan Yang & Bernard Yeung, 2003. "Firm-Specific Variation and Openness in Emerging Markets," William Davidson Institute Working Papers Series 2003-623, William Davidson Institute at the University of Michigan.
  17. Colin Mayer & Wendy Carlin, 1999. "Finance, Investment and Growth," Economics Series Working Papers 1999-FE-09, University of Oxford, Department of Economics.
  18. Rafael La Porta & Florencio Lopez-de-Silane & Andrei Shleifer & Robert W. Vishny, 1996. "Trust in Large Organizations," NBER Working Papers 5864, National Bureau of Economic Research, Inc.
  19. Bae, Kee-Hong & Bailey, Warren & Mao, Connie X., 2006. "Stock market liberalization and the information environment," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 404-428, April.
  20. Rafael La Porta & Florencio Lopez-de-Silanes & Cristian Pop-Eleches & Andrei Shleifer, 2004. "Judicial Checks and Balances," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 445-470, April.
  21. Rene M. Stulz & Rohan Williamson, 2001. "Culture, Openness, and Finance," NBER Working Papers 8222, National Bureau of Economic Research, Inc.
  22. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
  23. Arturo Galindo & Alejandro Micco, 2001. "Creditor Protection and Financial Cycles," IDB Publications (Working Papers) 6481, Inter-American Development Bank.
  24. Mukerji, S., 1997. "Ambiguity aversion and incompleteness of contractual form," Discussion Paper Series In Economics And Econometrics 9715, Economics Division, School of Social Sciences, University of Southampton.
  25. Rocco Huang, 2005. "Distance and Trade: Disentangling unfamiliarity effects and transport cost effects," International Trade 0511010, EconWPA.
  26. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2005. "Trusting the Stock Market," NBER Working Papers 11648, National Bureau of Economic Research, Inc.
  27. Art Durnev & Randall Morck & Bernard Yeung, 2004. "Value-Enhancing Capital Budgeting and Firm-specific Stock Return Variation," Journal of Finance, American Finance Association, vol. 59(1), pages 65-105, 02.
  28. repec:hal:journl:halshs-00174539 is not listed on IDEAS
  29. Raymond Fisman & Inessa Love, 2003. "Financial Dependence and Growth Revisited," NBER Working Papers 9582, National Bureau of Economic Research, Inc.
  30. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
  31. Daron Acemoglu & Simon Johnson, 2003. "Unbundling Institutions," NBER Working Papers 9934, National Bureau of Economic Research, Inc.
  32. Franklin Allen & Douglas Gale, 1999. "Diversity of Opinion and Financing of New Technologies," Center for Financial Institutions Working Papers 98-30, Wharton School Center for Financial Institutions, University of Pennsylvania.
  33. Artyom Durnev & Randall Morck & Bernard Yeung & Paul Zarowin, 2003. "Does Greater Firm-Specific Return Variation Mean More or Less Informed Stock Pricing?," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 797-836, December.
  34. Knack, Stephen & Keefer, Philip, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, MIT Press, vol. 112(4), pages 1251-88, November.
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