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Does trust promote growth?

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  • Horváth, Roman

Abstract

We examine the effect of generalized trust on long-term economic growth. Unlike in previous studies, we use Bayesian model averaging to deal rigorously with model uncertainty and attendant omitted variable bias. In addition, we address endogeneity and assess whether the effect of trust on growth is causal. Examining more than forty regressors for nearly fifty countries, we show that trust exerts a positive effect on long-term growth and, based on the posterior inclusion probabilities, suggest that trust is an important driver of long-term growth. Our results also show that trust is key for growth in countries with a weak rule of law.

Suggested Citation

  • Horváth, Roman, 2013. "Does trust promote growth?," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 777-788.
    • Handle: RePEc:eee:jcecon:v:41:y:2013:i:3:p:777-788
    DOI: 10.1016/j.jce.2012.10.006
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    as
    1. Philippe Aghion & Yann Algan & Pierre Cahuc & Andrei Shleifer, 2010. "Regulation and Distrust," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1015-1049.
    2. Zak, Paul J & Knack, Stephen, 2001. "Trust and Growth," Economic Journal, Royal Economic Society, vol. 111(470), pages 295-321, April.
    3. Yuriy Gorodnichenko & Gerard Roland, 2011. "Which Dimensions of Culture Matter for Long-Run Growth?," American Economic Review, American Economic Association, vol. 101(3), pages 492-498, May.
    4. Dearmon, Jacob & Grier, Robin, 2011. "Trust and the accumulation of physical and human capital," European Journal of Political Economy, Elsevier, vol. 27(3), pages 507-519, September.
    5. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    6. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    7. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney, 2012. "Bayesian model averaging in the instrumental variable regression model," Journal of Econometrics, Elsevier, vol. 171(2), pages 237-250.
    8. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
    9. 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.
    10. Greif, Avner, 1989. "Reputation and Coalitions in Medieval Trade: Evidence on the Maghribi Traders," The Journal of Economic History, Cambridge University Press, vol. 49(4), pages 857-882, December.
    11. Eicher, Theo S. & Papageorgiou, Chris & Roehn, Oliver, 2007. "Unraveling the fortunes of the fortunate: An Iterative Bayesian Model Averaging (IBMA) approach," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 494-514, September.
    12. Jellema, Jon & Roland, Gerard, 2011. "Institutional clusters and economic performance," Journal of Economic Behavior & Organization, Elsevier, vol. 79(1-2), pages 108-132, June.
    13. Yann Algan & Pierre Cahuc, 2010. "Inherited Trust and Growth," American Economic Review, American Economic Association, vol. 100(5), pages 2060-2092, December.
    14. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    15. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    16. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Are Any Growth Theories Robust?," Economic Journal, Royal Economic Society, vol. 118(527), pages 329-346, March.
    17. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    18. Alesina, Alberto & La Ferrara, Eliana, 2002. "Who trusts others?," Journal of Public Economics, Elsevier, vol. 85(2), pages 207-234, August.
    19. Nathan Nunn, 2012. "Culture and the Historical Process," Economic History of Developing Regions, Taylor & Francis Journals, vol. 27(S1), pages 108-126.
    20. Oguzhan Dincer & Eric Uslaner, 2010. "Trust and growth," Public Choice, Springer, vol. 142(1), pages 59-67, January.
    21. Christian Bjørnskov, 2007. "Determinants of generalized trust: A cross-country comparison," Public Choice, Springer, vol. 130(1), pages 1-21, January.
    22. La Porta, Rafael, et al, 1997. "Trust in Large Organizations," American Economic Review, American Economic Association, vol. 87(2), pages 333-338, May.
    23. Paul F. Whiteley, 2000. "Economic Growth and Social Capital," Political Studies, Political Studies Association, vol. 48(3), pages 443-466, June.
    24. Sjoerd Beugelsdijk, 2006. "A note on the theory and measurement of trust in explaining differences in economic growth," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 30(3), pages 371-387, May.
    25. Yuriy Gorodnichenko & Gerard Roland, 2017. "Culture, Institutions, and the Wealth of Nations," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 402-416, July.
    26. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    27. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    28. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    29. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    30. Beugelsdijk,Sjoerd & Maseland,Robbert, 2014. "Culture in Economics," Cambridge Books, Cambridge University Press, number 9781107684614, September.
    31. Edward L. Glaeser & David I. Laibson & José A. Scheinkman & Christine L. Soutter, 2000. "Measuring Trust," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 811-846.
      • Glaeser, Edward Ludwig & Laibson, David I. & Scheinkman, Jose A. & Soutter, Christine L., 2000. "Measuring Trust," Scholarly Articles 4481497, Harvard University Department of Economics.
    32. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
    33. 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.
    34. Pauline Grosjean, 2011. "The Weight of History on European Cultural Integration: A Gravity Approach," American Economic Review, American Economic Association, vol. 101(3), pages 504-508, May.
    35. repec:hal:spmain:info:hdl:2441/432sbils8u9t7qa99cii5psht1 is not listed on IDEAS
    36. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Cultural Biases in Economic Exchange?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1095-1131.
    37. Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2007. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9780521671736, June.
    38. Christian Bjørnskov, 2012. "How Does Social Trust Affect Economic Growth?," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1346-1368, April.
    39. Niclas Berggren & Mikael Elinder & Henrik Jordahl, 2008. "Trust and growth: a shaky relationship," Empirical Economics, Springer, vol. 35(2), pages 251-274, September.
    40. Carlin, Bruce Ian & Dorobantu, Florin & Viswanathan, S., 2009. "Public trust, the law, and financial investment," Journal of Financial Economics, Elsevier, vol. 92(3), pages 321-341, June.
    41. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    42. Ahlerup, Pelle & Olsson, Ola & Yanagizawa, David, 2007. "Social Capital vs Institutions in the Growth Process," Working Papers in Economics 248, University of Gothenburg, Department of Economics.
    43. Klaus Desmet & Michel Breton & Ignacio Ortuño-Ortín & Shlomo Weber, 2011. "The stability and breakup of nations: a quantitative analysis," Journal of Economic Growth, Springer, vol. 16(3), pages 183-213, September.
    44. Ley, Eduardo & Steel, Mark F. J., 2007. "On the effect of prior assumptions in Bayesian model averaging with applications to growth regression," Policy Research Working Paper Series 4238, The World Bank.
    45. Eric M. Uslaner, 2008. "The foundations of trust: macro and micro," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 32(2), pages 289-294, March.
    46. Chan,Joshua & Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2019. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9781108437493, September.
    47. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    48. Montgomery, Jacob M. & Nyhan, Brendan, 2010. "Bayesian Model Averaging: Theoretical Developments and Practical Applications," Political Analysis, Cambridge University Press, vol. 18(2), pages 245-270, April.
    49. Liang, Feng & Paulo, Rui & Molina, German & Clyde, Merlise A. & Berger, Jim O., 2008. "Mixtures of g Priors for Bayesian Variable Selection," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 410-423, March.
    50. Felix Roth, 2022. "Does Too Much Trust Hamper Economic Growth?," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 141-165, Springer.
    51. Özcan, Burcu & Bjørnskov, Christian, 2011. "Social trust and human development," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 753-762.
    52. Shu Yu & Jakob de Haan & Sjoerd Beugelsdijk & Jakob de Haan, 2011. "Trade, Trust and Institutions," CESifo Working Paper Series 3571, CESifo.
    53. repec:hal:spmain:info:hdl:2441/4km7l02j139aj8hl7kcccmqk9s is not listed on IDEAS
    54. Christian Bjørnskov, 2012. "How Does Social Trust Affect Economic Growth?," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1346-1368, April.
    55. Dearmon, Jacob & Grier, Kevin, 2009. "Trust and development," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 210-220, August.
    56. Sjoerd Beugelsdijk & Henri L.F. de Groot & Anton B.T.M. van Schaik, 2004. "Trust and economic growth: a robustness analysis," Oxford Economic Papers, Oxford University Press, vol. 56(1), pages 118-134, January.
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    5. Forte, Anabel & Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2015. "Does social capital matter for European regional growth?," European Economic Review, Elsevier, vol. 77(C), pages 47-64.
    6. Banerjee, Ritwik, 2018. "On the interpretation of World Values Survey trust question - Global expectations vs. local beliefs," European Journal of Political Economy, Elsevier, vol. 55(C), pages 491-510.
    7. Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2013. "Can trust effects on development be generalized? A response by quantile," European Journal of Political Economy, Elsevier, vol. 32(C), pages 377-390.
    8. Jesús Peiró-Palomino, 2016. "Social Capital and Economic Growth in Europe: Nonlinear Trends and Heterogeneous Regional Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(5), pages 717-751, October.
    9. Corbacho, Ana & Philipp, Julia & Ruiz-Vega, Mauricio, 2015. "Crime and Erosion of Trust: Evidence for Latin America," World Development, Elsevier, vol. 70(C), pages 400-415.
    10. Michael Jetter & Christopher F. Parmeter, 2016. "Uncovering the determinants of corruption," Working Papers 2016-02, University of Miami, Department of Economics.
    11. Nurullah Gur, 2015. "Trust and the wealth of nations," Progress in Development Studies, , vol. 15(2), pages 107-124, April.
    12. Markus Eller & Branimir Jovanovic & Thomas Scheiber, 2021. "What do people in CESEE think about public debt?," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q3/21, pages 35-58.
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    15. Jordaan, Jacob A. & Dima, Bogdan & Goleț, Ionuț, 2016. "Do societal values influence financial development? New evidence on the effects of post materialism and institutions on stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PA), pages 197-216.
    16. Riyanto, Yohanes E. & Jonathan, Yeo X.W., 2018. "Directed trust and trustworthiness in a social network: An experimental investigation," Journal of Economic Behavior & Organization, Elsevier, vol. 151(C), pages 234-253.
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    18. Christian Alexander Belabed & Mariya Hake, 2018. "Income inequality and trust in national governments in Central, Eastern and Southeastern Europe," Working Papers 222, Oesterreichische Nationalbank (Austrian Central Bank).
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    More about this item

    Keywords

    Trust; Economic growth; Bayesian model averaging;
    All these keywords.

    JEL classification:

    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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