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Media and Occupational Choice

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  • Alexander Konon
  • Alexander Kritikos

Abstract

We address the question of whether media influences occupational choices. To theoretically examine media effects, we construct a dynamic Bayesian occupational choice model with sequential decisions under ambiguity due to imperfect information. We show that sufficiently intensive positive media articles and reports about entrepreneurship increase the probability of self-employment and decrease the probability of wage work. To test our model, we use an instrumental variable approach to identify causal media effects using US micro data and a country-level macro panel with two different media variables. We find that an increase in positive media articles and reports about entrepreneurs generates effects on choice probabilities that are consistent with our model.

Suggested Citation

  • Alexander Konon & Alexander Kritikos, 2017. "Media and Occupational Choice," Discussion Papers of DIW Berlin 1683, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp1683
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    1. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-3285, December.
    2. Alan S. Gerber & Dean Karlan & Daniel Bergan, 2009. "Does the Media Matter? A Field Experiment Measuring the Effect of Newspapers on Voting Behavior and Political Opinions," American Economic Journal: Applied Economics, American Economic Association, vol. 1(2), pages 35-52, April.
    3. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    4. Srikanth Paruchuri & Paul Ingram, 2012. "Appetite for destruction: the impact of the September 11 attacks on business founding," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(1), pages 127-149, February.
    5. Bosma, Niels & Hessels, Jolanda & Schutjens, Veronique & Praag, Mirjam Van & Verheul, Ingrid, 2012. "Entrepreneurship and role models," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 410-424.
    6. Fabio Maccheroni & Massimo Marinacci & Doriana Ruffino, 2013. "Alpha as Ambiguity: Robust Mean‐Variance Portfolio Analysis," Econometrica, Econometric Society, vol. 81(3), pages 1075-1113, May.
    7. Joachim Wagner, 2006. "Are nascent entrepreneurs 'Jacks-of-all-trades'? A test of Lazear's theory of entrepreneurship with German data," Applied Economics, Taylor & Francis Journals, vol. 38(20), pages 2415-2419.
    8. Francesco Quatraro & Marco Vivarelli, 2015. "Drivers of Entrepreneurship and Post-entry Performance of Newborn Firms in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(2), pages 277-305.
    9. Cowling, Marc & Taylor, Mark, 2001. "Entrepreneurial Women and Men: Two Different Species?," Small Business Economics, Springer, vol. 16(3), pages 167-175, May.
    10. Gindling, T.H. & Newhouse, David, 2014. "Self-Employment in the Developing World," World Development, Elsevier, vol. 56(C), pages 313-331.
    11. Timothy Besley & Robin Burgess, 2002. "The Political Economy of Government Responsiveness: Theory and Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1415-1451.
    12. Simeon Djankov & Yingyi Qian & Gérard Roland & Ekaterina Zhuravskaya, 2006. "Entrepreneurship in China and Russia Compared," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 352-365, 04-05.
    13. Luigi Zingales, 2000. "In Search of New Foundations," Journal of Finance, American Finance Association, vol. 55(4), pages 1623-1653, August.
    14. Hakan J. Holm & Sonja Opper & Victor Nee, 2013. "Entrepreneurs Under Uncertainty: An Economic Experiment in China," Management Science, INFORMS, vol. 59(7), pages 1671-1687, July.
    15. Dirk Bergemann & Ulrigh Hege, 2005. "The Financing of Innovation: Learning and Stopping," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 719-752, Winter.
    16. Kate Antonovics & Limor Golan, 2012. "Experimentation and Job Choice," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 333-366.
    17. Blanchflower, David G & Oswald, Andrew J, 1998. "What Makes an Entrepreneur?," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 26-60, January.
    18. Matthew A. Gentzkow & Jesse M. Shapiro, 2004. "Media, Education and Anti-Americanism in the Muslim World," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 117-133, Summer.
    19. Poschke, Markus, 2013. "Who becomes an entrepreneur? Labor market prospects and occupational choice," Journal of Economic Dynamics and Control, Elsevier, vol. 37(3), pages 693-710.
    20. Hintermaier, Thomas & Steinberger, Thomas, 2005. "Occupational choice and the private equity premium puzzle," Journal of Economic Dynamics and Control, Elsevier, vol. 29(10), pages 1765-1783, October.
    21. repec:use:tkiwps:332 is not listed on IDEAS
    22. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2014. "Personality characteristics and the decisions to become and stay self-employed," Small Business Economics, Springer, vol. 42(4), pages 787-814, April.
    23. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    24. Sleuwaegen, Leo & Goedhuys, Micheline, 2002. "Growth of firms in developing countries, evidence from Cote d'Ivoire," Journal of Development Economics, Elsevier, vol. 68(1), pages 117-135, June.
    25. Stuetzer, Michael & Goethner, Maximilian & Cantner, Uwe, 2012. "Do balanced skills help nascent entrepreneurs to make progress in the venture creation process?," Economics Letters, Elsevier, vol. 117(1), pages 186-188.
    26. Silvia Ferrari & Francisco Cribari-Neto, 2004. "Beta Regression for Modelling Rates and Proportions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 31(7), pages 799-815.
    27. Rothschild, Michael, 1974. "A two-armed bandit theory of market pricing," Journal of Economic Theory, Elsevier, vol. 9(2), pages 185-202, October.
    28. Verbruggen, M. & van Emmerik, H. & van Gils, A.E.J. & Meng, C.M. & de Grip, A., 2015. "Does early-career underemployment impact future career success? : a path dependency perspective," Research Memorandum 023, Maastricht University, Graduate School of Business and Economics (GSBE).
    29. Hani Mansour, 2012. "Does Employer Learning Vary by Occupation?," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 415-444.
    30. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    31. Anokhin, Sergey & Schulze, William S., 2009. "Entrepreneurship, innovation, and corruption," Journal of Business Venturing, Elsevier, vol. 24(5), pages 465-476, September.
    32. Thomas Eisensee & David Strömberg, 2007. "News Droughts, News Floods, and U. S. Disaster Relief," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 693-728.
    33. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    34. Daniel W. Elfenbein & Barton H. Hamilton & Todd R. Zenger, 2010. "The Small Firm Effect and the Entrepreneurial Spawning of Scientists and Engineers," Management Science, INFORMS, vol. 56(4), pages 659-681, April.
    35. Matthew Gentzkow, 2006. "Television and Voter Turnout," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 931-972.
    36. Edward P. Lazear, 2009. "Firm-Specific Human Capital: A Skill-Weights Approach," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 914-940, October.
    37. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    38. Camerer, Colin & Weber, Martin, 1992. "Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-370, October.
    39. Paul Gompers & Josh Lerner & David Scharfstein, 2005. "Entrepreneurial Spawning: Public Corporations and the Genesis of New Ventures, 1986 to 1999," Journal of Finance, American Finance Association, vol. 60(2), pages 577-614, April.
    40. Audretsch,David B. & Thurik,Roy (ed.), 1999. "Innovation, Industry Evolution and Employment," Cambridge Books, Cambridge University Press, number 9780521641661, January.
    41. Lopez, Humberto & Serven, Luis, 2006. "A normal relationship ? Poverty, growth, and inequality," Policy Research Working Paper Series 3814, The World Bank.
    42. MacDonald, Glenn M, 1988. "The Economics of Rising Stars," American Economic Review, American Economic Association, vol. 78(1), pages 155-166, March.
    43. Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
    44. Gustavo Manso, 2016. "Experimentation and the Returns to Entrepreneurship," The Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2319-2340.
    45. Minniti, Maria, 2005. "Entrepreneurship and network externalities," Journal of Economic Behavior & Organization, Elsevier, vol. 57(1), pages 1-27, May.
    46. William Fellner, 1961. "Distortion of Subjective Probabilities as a Reaction to Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 670-689.
    47. Galina Vereshchagina & Hugo A. Hopenhayn, 2009. "Risk Taking by Entrepreneurs," American Economic Review, American Economic Association, vol. 99(5), pages 1808-1830, December.
    48. Campanale Claudio, 2010. "Private Equity Returns in a Model of Entrepreneurial Choice with Learning," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-37, July.
    49. Kahn, Barbara E & Sarin, Rakesh K, 1988. "Modeling Ambiguity in Decisions under Uncertainty," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 265-272, September.
    50. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
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    More about this item

    Keywords

    Media; occupational choice; Bayesian learning; ambiguity aversion;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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