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Institutional Investors Allocation to Emerging Markets: a Panel Approach to Asset Demand

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  • Bonizzi, Bruno

Abstract

This paper presents empirical evidence on the increasing allocation of institutional investors to emerging markets economies. It seeks to understand which factors are driving this increase, and how this relates to portfolio flows to such economies. By making use of the Emerging Portfolio Fund Research database, it estimates asset demand equations for emerging markets equities and bonds by institutional investors from advanced countries. These are estimated using recent advances in the panel autoregressive distributed lags models literature. Two key results emerge: balance sheet conditions of institutional investors and foreign exchange reserves in emerging markets affect asset allocation; secondly, quarterly returns matter for long-run asset allocations and the portfolio adjustment process is quick. These findings suggest that portfolio flows by institutional investors could still be procylical despit their more long-term horizon, and that additional variables should be monitored to ensure financial stability.

Suggested Citation

  • Bonizzi, Bruno, 2015. "Institutional Investors Allocation to Emerging Markets: a Panel Approach to Asset Demand," MPRA Paper 61784, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:61784
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    1. Chuhan, Punam & Claessens, Stijn & Mamingi, Nlandu, 1998. "Equity and bond flows to Latin America and Asia: the role of global and country factors," Journal of Development Economics, Elsevier, vol. 55(2), pages 439-463, April.
    2. John Muellbauer & John Duca, 2012. "Tobin Lives: Integrating evolving credit market architecture into flow of funds based macro-models," Economics Series Working Papers 622, University of Oxford, Department of Economics.
    3. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    4. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2004. "Some cautions on the use of panel methods for integrated series of macroeconomic data," Econometrics Journal, Royal Economic Society, vol. 7(2), pages 322-340, December.
    5. Cerutti, Eugenio & Claessens, Stijn & Puy, Damien, 2019. "Push factors and capital flows to emerging markets: why knowing your lender matters more than fundamentals," Journal of International Economics, Elsevier, vol. 119(C), pages 133-149.
    6. Meng-Fen Hsieh & Tzu-Yi Yang & Yu-Tai Yang & Jen-Sin Lee, 2011. "Evidence of herding and positive feedback trading for mutual funds in emerging Asian countries," Quantitative Finance, Taylor & Francis Journals, vol. 11(3), pages 423-435.
    7. Bo Becker & Victoria Ivashina, 2015. "Reaching for Yield in the Bond Market," Journal of Finance, American Finance Association, vol. 70(5), pages 1863-1902, October.
    8. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2013. "Debt, inflation and growth robust estimation of long-run effects in dynamic panel data models," Globalization Institute Working Papers 162, Federal Reserve Bank of Dallas.
    11. Chotibhak Jotikasthira & Christian Lundblad & Tarun Ramadorai, 2012. "Asset Fire Sales and Purchases and the International Transmission of Funding Shocks," Journal of Finance, American Finance Association, vol. 67(6), pages 2015-2050, December.
    12. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    13. Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "A spatio-temporal model of house prices in the USA," Journal of Econometrics, Elsevier, vol. 158(1), pages 160-173, September.
    14. Martín González‐Rozada & Eduardo Levy Yeyati, 2008. "Global Factors and Emerging Market Spreads," Economic Journal, Royal Economic Society, vol. 118(533), pages 1917-1936, November.
    15. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    16. Tiago V. De V. Cavalcanti & Kamiar Mohaddes & Mehdi Raissi, 2015. "Commodity Price Volatility and the Sources of Growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(6), pages 857-873, September.
    17. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    18. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    19. Gengenbach, C. & Urbain, J.R.Y.J. & Westerlund, J., 2008. "Panel error correction testing with global stochastic trends," Research Memorandum 051, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    20. Kaminsky, Graciela & Lyons, Richard K. & Schmukler, Sergio L., 2004. "Managers, investors, and crises: mutual fund strategies in emerging markets," Journal of International Economics, Elsevier, vol. 64(1), pages 113-134, October.
    21. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    22. Ciarlone, Alessio & Piselli, Paolo & Trebeschi, Giorgio, 2009. "Emerging markets' spreads and global financial conditions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(2), pages 222-239, April.
    23. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    24. Alexander Chudik & M. Hashem Pesaran & Elisa Tosetti, 2011. "Weak and strong cross‐section dependence and estimation of large panels," Econometrics Journal, Royal Economic Society, vol. 14(1), pages 45-90, February.
    25. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    26. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    27. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    28. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    29. Bashar Al-Zu'bi & Victor Murinde, 2011. "Household portfolio behaviour: evidence from Middle East economies," Applied Financial Economics, Taylor & Francis Journals, vol. 21(17), pages 1281-1289.
    30. Backus, David, et al, 1980. "A Model of U.S. Financial and Nonfinancial Economic Behavior," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(2), pages 259-293, Special I.
    31. Ursel Baumann, 2014. "Has US Household Deleveraging Ended? A Model-Based Estimate of Equilibrium Debt," Working Papers w201404, Banco de Portugal, Economics and Research Department.
    32. Ms. Malika Pant & Yanliang Miao, 2012. "Coincident Indicators of Capital Flows," IMF Working Papers 2012/055, International Monetary Fund.
    33. Taylor, Mark P & Sarno, Lucio, 1997. "Capital Flows to Developing Countries: Long- and Short-Term Determinants," The World Bank Economic Review, World Bank, vol. 11(3), pages 451-470, September.
    34. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    35. David Blake, 2004. "Modelling the composition of personal sector wealth in the UK," Applied Financial Economics, Taylor & Francis Journals, vol. 14(9), pages 611-630.
    36. Willem H. Buiter, 2003. "James Tobin: An Appreciation of his Contribution to Economics," Economic Journal, Royal Economic Society, vol. 113(491), pages 585-631, November.
    37. Robert J R Elliott & Puyang Sun & Tong Zhu, 2014. "Urbanization and Energy Intensity: A Province-level Study for China," Discussion Papers 14-05, Department of Economics, University of Birmingham.
    38. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    39. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    40. Ramb, Fred & Scharnagl, Michael, 2011. "Household's portfolio structure in Germany - analysis of financial accounts data 1959-2009," Working Paper Series 1355, European Central Bank.
    41. Cavalcanti, Tiago V. de V. & Mohaddes, Kamiar & Raissi, Mehdi, 2011. "Growth, development and natural resources: New evidence using a heterogeneous panel analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 305-318.
    42. Xingwang Qian & Andreas Steiner, 2014. "International Reserves and the Composition of Foreign Equity Investment," Review of International Economics, Wiley Blackwell, vol. 22(2), pages 379-409, May.
    43. Tomoe Moore & Christopher Green & Victor Murinde, 2005. "Portfolio Behaviour in a Flow of Funds Model for the Household Sector in India," Journal of Development Studies, Taylor & Francis Journals, vol. 41(4), pages 675-702.
    44. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    45. Özatay, Fatih & Özmen, Erdal & Sahinbeyoglu, Gülbin, 2009. "Emerging market sovereign spreads, global financial conditions and U.S. macroeconomic news," Economic Modelling, Elsevier, vol. 26(2), pages 526-531, March.
    46. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    47. Helene Rey, 2013. "Dilemma not trilemma: the global cycle and monetary policy independence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 1-2.
    48. Joshua D. Rauh, 2009. "Risk Shifting versus Risk Management: Investment Policy in Corporate Pension Plans," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2487-2533, July.
    49. Michael P. Dooley & David Folkerts-Landau & Peter M. Garber, 2014. "The Revived Bretton Woods System's First Decade," NBER Working Papers 20454, National Bureau of Economic Research, Inc.
    50. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    51. Claudio Borio & Piti Disyatat, 2011. "Global imbalances and the financial crisis: Link or no link?," BIS Working Papers 346, Bank for International Settlements.
    52. Barr, D G & Cuthbertson, Keith, 1991. "Neoclassical Consumer Demand Theory and the Demand for Money," Economic Journal, Royal Economic Society, vol. 101(407), pages 855-876, July.
    53. Michael P. Dooley & David Folkerts-Landau & Peter Garber, 2004. "The revived Bretton Woods system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(4), pages 307-313.
    54. Sarafidis, Vasilis, 2009. "GMM Estimation of Short Dynamic Panel Data Models With Error Cross-Sectional Dependence," MPRA Paper 25176, University Library of Munich, Germany.
    55. Dinenis, Elias & Scott, Andrew, 1993. "What Determines Institutional Investment? An Examination of UK Pension Funds in the 1980s," Oxford Economic Papers, Oxford University Press, vol. 45(2), pages 292-310, April.
    56. Ken Miyajima & Ilhyock Shim, 2014. "Asset managers in emerging market economies," BIS Quarterly Review, Bank for International Settlements, September.
    57. Berdin, Elia & Kok, Christoffer & Mikkonen, Katri & Pancaro, Cosimo & Simon, Josep Maria Vendrell, 2015. "Euro area insurers and the low interest rate environment," Financial Stability Review, European Central Bank, vol. 2.
    58. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    59. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    60. Yothin Jinjarak & Huanhuan Zheng, 2010. "Financial panic and emerging market funds," Applied Financial Economics, Taylor & Francis Journals, vol. 20(23), pages 1793-1805.
    61. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    62. Pesaran, M Hashem, 1997. "The Role of Economic Theory in Modelling the Long Run," Economic Journal, Royal Economic Society, vol. 107(440), pages 178-191, January.
    63. Hendershott, Patric H, 1971. "A Flow-of-Funds Model: Estimates for the Nonbank Finance Sector," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 3(4), pages 815-832, November.
    64. Hyun Song Shin, 2014. "The Second Phase of Global Liquidity and Its Impact on Emerging Economies," Palgrave Macmillan Books, in: Kyuil Chung & Soyoung Kim & Hail Park & Changho Choi & Hyun Song Shin (ed.), Volatile Capital Flows in Korea, chapter 10, pages 247-257, Palgrave Macmillan.
    65. Anindya Banerjee & Josep Lluis Carrion-i-Silvestre, 2011. "Testing for Panel Cointegration Using Common Correlated Effects," Discussion Papers 11-16, Department of Economics, University of Birmingham.
    66. Kablau, Anke & Weiß, Matthias, 2014. "How is the low-interest-rate environment affecting the solvency of German life insurers?," Discussion Papers 27/2014e, Deutsche Bundesbank.
    67. Sadorsky, Perry, 2013. "Do urbanization and industrialization affect energy intensity in developing countries?," Energy Economics, Elsevier, vol. 37(C), pages 52-59.
    68. William C. Brainard & James Tobin, 1968. "Pitfalls in Financial Model-Building," Cowles Foundation Discussion Papers 244, Cowles Foundation for Research in Economics, Yale University.
    69. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    70. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    71. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    72. Blaise Gadanecz & Ken Miyajima & Chang Shu, 2014. "Exchange rate risk and local currency sovereign bond yields in emerging markets," BIS Working Papers 474, Bank for International Settlements.
    73. Tim A Kroencke & Maik Schmeling & Andreas Schrimpf, 2015. "Global Asset Allocation Shifts," BIS Working Papers 497, Bank for International Settlements.
    74. Nasha Ananchotikul & Ms. Longmei Zhang, 2014. "Portfolio Flows, Global Risk Aversion and Asset Prices in Emerging Markets," IMF Working Papers 2014/156, International Monetary Fund.
    75. repec:hal:journl:peer-00796743 is not listed on IDEAS
    76. Edward F. Blackburne III & Mark W. Frank, 2007. "XTPMG: Stata module for estimation of nonstationary heterogeneous panels," Statistical Software Components S456868, Boston College Department of Economics.
    77. Christopher S. Adam, 1999. "Asset Portfolios and Credit Rationing: Evidence from Kenya," Economica, London School of Economics and Political Science, vol. 66(261), pages 97-117, February.
    78. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
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    More about this item

    Keywords

    Capital flows; emerging markets; institutional investors; Panel ARDL;
    All these keywords.

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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