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Path dependent and heterogeneity effects in investment risk ratings: A cross-country evidence

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  • Rakotoarisoa, Manitra A.

Abstract

Countries that have endured similar levels of financial or economic crisis and responded with corresponding levels of effort often do not recover or attract investment at the same rate. I examine a panel of monthly observations on investment risk ratings for 145 countries between 1984 and 2015 to determine what causes the differences in durations before an upgrading or a downgrading of a country’s investment risk ratings. Using duration models with random effects, which take into account the multiple spells and ranked exits, allows estimations of the stepwise exit rates from each rating category. After controlling for key time-varying indicators such as GDP growth, political and financial ratings, and trade openness, I find that each of the following contributes to the differences in the duration and exit in investment risk ratings across countries and rating categories: (i) path-dependent effects specific to each level of rating; (ii) country- characteristics based on education attainment, geography, history and culture, and (iii) remaining heterogeneity effects that include the graders’ subjective assessments.

Suggested Citation

  • Rakotoarisoa, Manitra A., 2017. "Path dependent and heterogeneity effects in investment risk ratings: A cross-country evidence," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 19-35.
  • Handle: RePEc:eee:reveco:v:51:y:2017:i:c:p:19-35
    DOI: 10.1016/j.iref.2017.04.005
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    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Kolstad, Ivar & Villanger, Espen, 2008. "Determinants of foreign direct investment in services," European Journal of Political Economy, Elsevier, vol. 24(2), pages 518-533, June.
    3. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    4. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    5. Olsson, Ola & Hansson, Gustav, 2011. "Country size and the rule of law: Resuscitating Montesquieu," European Economic Review, Elsevier, vol. 55(5), pages 613-629, June.
    6. Skreta, Vasiliki & Veldkamp, Laura, 2009. "Ratings shopping and asset complexity: A theory of ratings inflation," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 678-695, July.
    7. Patrick Bolton & Xavier Freixas & Joel Shapiro, 2012. "The Credit Ratings Game," Journal of Finance, American Finance Association, vol. 67(1), pages 85-112, February.
    8. Easterly, William & Levine, Ross, 2003. "Tropics, germs, and crops: how endowments influence economic development," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 3-39, January.
    9. Lorenzo Caprio & Mara Faccio & John J. McConnell, 2013. "Sheltering Corporate Assets from Political Extraction," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(2), pages 332-354, April.
    10. Ashcraft, A. & Goldsmith-Pinkham, P. & Vickery, J., 2010. "MBS Ratings and the Mortgage Credit Boom," Other publications TiSEM aea4b6fb-eb57-49d4-a347-f, Tilburg University, School of Economics and Management.
    11. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    12. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    13. Narendranathan, W & Stewart, Mark B, 1993. "How Does the Benefit Effect Vary as Unemployment Spells Lengthen?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(4), pages 361-381, Oct.-Dec..
    14. Busse, Matthias & Hefeker, Carsten, 2007. "Political risk, institutions and foreign direct investment," European Journal of Political Economy, Elsevier, vol. 23(2), pages 397-415, June.
    15. Jeffrey D. Sachs, 2003. "Institutions Don't Rule: Direct Effects of Geography on Per Capita Income," NBER Working Papers 9490, National Bureau of Economic Research, Inc.
    16. Baldwin, Richard, 1988. "Hyteresis in Import Prices: The Beachhead Effect," American Economic Review, American Economic Association, vol. 78(4), pages 773-785, September.
    17. Jeffrey D. Sachs, 2001. "Tropical Underdevelopment," NBER Working Papers 8119, National Bureau of Economic Research, Inc.
    18. Rose, Andrew K., 2006. "Size really doesn't matter: In search of a national scale effect," Journal of the Japanese and International Economies, Elsevier, vol. 20(4), pages 482-507, December.
    19. Joel L. Horowitz, 1999. "Semiparametric Estimation of a Proportional Hazard Model with Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 67(5), pages 1001-1028, September.
    20. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    21. Richard Baldwin & Paul Krugman, 1989. "Persistent Trade Effects of Large Exchange Rate Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 635-654.
    22. Parsley, David C & Wei, Shang-Jin, 1993. "Insignificant and Inconsequential Hysteresis: The Case of U.S. Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 606-613, November.
    23. Catrinescu, Natalia & Leon-Ledesma, Miguel & Piracha, Matloob & Quillin, Bryce, 2009. "Remittances, Institutions, and Economic Growth," World Development, Elsevier, vol. 37(1), pages 81-92, January.
    24. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-544, April.
    25. Anwar, Sajid & Cooray, Arusha, 2015. "Financial flows and per capita income in developing countries," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 304-314.
    26. Noguer, Marta & Siscart, Marc, 2005. "Trade raises income: a precise and robust result," Journal of International Economics, Elsevier, vol. 65(2), pages 447-460, March.
    27. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    28. Heckman, James J, 1991. "Identifying the Hand of the Past: Distinguishing State Dependence from Heterogeneity," American Economic Review, American Economic Association, vol. 81(2), pages 75-79, May.
    29. Box-Steffensmeier, Janet M. & De Boef, Suzanna & Joyce, Kyle A., 2007. "Event Dependence and Heterogeneity in Duration Models: The Conditional Frailty Model," Political Analysis, Cambridge University Press, vol. 15(3), pages 237-256, July.
    30. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    31. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-782, July.
    32. Mr. Antonio David & Mr. Fabiano Rodrigues Rodrigues Bastos & Marshall Mills, 2011. "Post-Conflict Recovery: Institutions, Aid, or Luck?," IMF Working Papers 2011/149, International Monetary Fund.
    33. Avinash Dixit, 1991. "Analytical Approximations in Models of Hysteresis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 141-151.
    34. Thanh Le, 2009. "Trade, Remittances, Institutions, and Economic Growth," International Economic Journal, Taylor & Francis Journals, vol. 23(3), pages 391-408.
    35. Heski Bar-Isaac & Joel Shapiro, 2011. "Credit Ratings Accuracy and Analyst Incentives," American Economic Review, American Economic Association, vol. 101(3), pages 120-124, May.
    36. Elizabeth Asiedu, 2006. "Foreign Direct Investment in Africa: The Role of Natural Resources, Market Size, Government Policy, Institutions and Political Instability," The World Economy, Wiley Blackwell, vol. 29(1), pages 63-77, January.
    37. Mealli, Fabrizia & Pudney, Stephen, 1996. "Occupational Pensions and Job Mobility in Britain: Estimation of a Random-Effects Competing Risks Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(3), pages 293-320, May-June.
    38. A. Chong & C. Calderón, 2000. "Causality and Feedback Between Institutional Measures and Economic Growth," Economics and Politics, Wiley Blackwell, vol. 12(1), pages 69-81, March.
    39. Han, Aaron & Hausman, Jerry A, 1990. "Flexible Parametric Estimation of Duration and Competing Risk Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
    40. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    41. Harry Seldadyo & Jakob De Haan, 2011. "Is Corruption Really Persistent?," Pacific Economic Review, Wiley Blackwell, vol. 16(2), pages 192-206, May.
    42. Aymo Brunetti & Beatrice Weder, 1998. "Investment and institutional uncertainty: A comparative study of different uncertainty measures," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(3), pages 513-533, September.
    43. Avinash Dixit, 1989. "Hysteresis, Import Penetration, and Exchange Rate Pass-Through," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 205-228.
    44. Ang, James B., 2008. "Determinants of foreign direct investment in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(1), pages 185-189.
    45. Avinash Dixit, 1992. "Investment and Hysteresis," Journal of Economic Perspectives, American Economic Association, vol. 6(1), pages 107-132, Winter.
    46. Sanjo, Yasuo, 2012. "Country risk, country size, and tax competition for foreign direct investment," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 292-301.
    47. Chris Elbers & Geert Ridder, 1982. "True and Spurious Duration Dependence: The Identifiability of the Proportional Hazard Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(3), pages 403-409.
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    More about this item

    Keywords

    C41; E44; F21; O57; Investment risk ratings; Hazard rates; Heterogeneity; Path dependence; Macroeconomics;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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