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Sovereign wealth funds’ cross-border investments: Assessing the role of country-level drivers and spatial competition

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  • Debarsy, Nicolas
  • Gnabo, Jean-Yves
  • Kerkour, Malik

Abstract

The aim of this paper is to identify the driving forces of cross-border investments emanating from Sovereign wealth funds and to test the existence of spatial competition among recipient countries. For this, we develop an original econometric framework that quantifies the role of spatial dependence in the location of investments, and that uses a modified version of the standard estimation procedure of spatial panel model, which accommodates the Inverse Hyperbolic Sine transformation of the dependent variable. This transformation copes with two critical features of net capital flows, namely an highly skewed distribution and the presence of zero and negative values. Using a large-scale database, we provide evidence of negative spatial dependence, investments in one country being on average at the expense of its neighbors.

Suggested Citation

  • Debarsy, Nicolas & Gnabo, Jean-Yves & Kerkour, Malik, 2017. "Sovereign wealth funds’ cross-border investments: Assessing the role of country-level drivers and spatial competition," Journal of International Money and Finance, Elsevier, vol. 76(C), pages 68-87.
    • Handle: RePEc:eee:jimfin:v:76:y:2017:i:c:p:68-87
    DOI: 10.1016/j.jimonfin.2017.05.007
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    as
    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. J. A. John & N. R. Draper, 1980. "An Alternative Family of Transformations," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(2), pages 190-197, June.
    3. MacKinnon, James G & Magee, Lonnie, 1990. "Transforming the Dependent Variable in Regression Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 31(2), pages 315-339, May.
    4. Christopher D. Carroll & Karen E. Dynan & Spencer D. Krane, 2003. "Unemployment Risk and Precautionary Wealth: Evidence from Households' Balance Sheets," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 586-604, August.
    5. Agnès Bénassy‐Quéré & Maylis Coupet & Thierry Mayer, 2007. "Institutional Determinants of Foreign Direct Investment," The World Economy, Wiley Blackwell, vol. 30(5), pages 764-782, May.
    6. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    7. Aviat, Antonin & Coeurdacier, Nicolas, 2007. "The geography of trade in goods and asset holdings," Journal of International Economics, Elsevier, vol. 71(1), pages 22-51, March.
    8. Steven T. Yen & Andrew M. Jones, 1997. "Household Consumption of Cheese: An Inverse Hyperbolic Sine Double-Hurdle Model with Dependent Errors," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 246-251.
    9. Dewenter, Kathryn L. & Han, Xi & Malatesta, Paul H., 2010. "Firm values and sovereign wealth fund investments," Journal of Financial Economics, Elsevier, vol. 98(2), pages 256-278, November.
    10. Knill, April & Lee, Bong-Soo & Mauck, Nathan, 2012. "Bilateral political relations and sovereign wealth fund investment," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 108-123.
    11. Debarsy, Nicolas & Dossougoin, Cyrille & Ertur, Cem & Gnabo, Jean-Yves, 2018. "Measuring sovereign risk spillovers and assessing the role of transmission channels: A spatial econometrics approach," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 21-45.
    12. Demirguc-Kunt, Ash & Levine, Ross, 1996. "Stock Market Development and Financial Intermediaries: Stylized Facts," The World Bank Economic Review, World Bank, vol. 10(2), pages 291-321, May.
    13. Hélène Raymond, 2010. "Sovereign Wealth Funds as Domestic Investors of Last Resort During Crises," International Economics, CEPII research center, issue 123, pages 121-159.
    14. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    15. Eaton Jonathan & Tamura Akiko, 1994. "Bilateralism and Regionalism in Japanese and U.S. Trade and Direct Foreign Investment Patterns," Journal of the Japanese and International Economies, Elsevier, vol. 8(4), pages 478-510, December.
    16. Sauvant, Karl P. & Sachs, Lisa E. & Jongbloed, Wouter P.F. Schmit, 2012. "Sovereign Investment: Concerns and Policy Reactions," OUP Catalogue, Oxford University Press, number 9780199937929, Decembrie.
    17. Beugelsdijk, Sjoerd & Frijns, Bart, 2010. "A cultural explanation of the foreign bias in international asset allocation," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2121-2131, September.
    18. Karolyi, G. Andrew & Liao, Rose C., 2010. "What is Different about Government-Controlled Acquirers in Cross-Border Acquisitions?," Institutions and Markets Papers 60686, Fondazione Eni Enrico Mattei (FEEM).
    19. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    20. William L. Megginson & Miao You & Liyan Han, 2013. "Determinants of Sovereign Wealth Fund Cross-Border Investments," The Financial Review, Eastern Finance Association, vol. 48(4), pages 539-572, November.
    21. Pence Karen M., 2006. "The Role of Wealth Transformations: An Application to Estimating the Effect of Tax Incentives on Saving," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-26, July.
    22. Lin, Xu & Lee, Lung-fei, 2010. "GMM estimation of spatial autoregressive models with unknown heteroskedasticity," Journal of Econometrics, Elsevier, vol. 157(1), pages 34-52, July.
    23. Demirguc-Kunt, Ash & Maksimovic, Vojislav, 1996. "Stock Market Development and Financing Choices of Firms," The World Bank Economic Review, World Bank, vol. 10(2), pages 341-369, May.
    24. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.
    25. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g708pipbp is not listed on IDEAS
    26. Arie Kapteyn & Constantijn Panis, 2003. "The Size and Composition of Wealth Holdings in the United States, Italy, and the Netherlands," NBER Working Papers 10182, National Bureau of Economic Research, Inc.
    27. Jiangyan Yu & Mr. James P Walsh, 2010. "Determinants of Foreign Direct Investment: A Sectoral and Institutional Approach," IMF Working Papers 2010/187, International Monetary Fund.
    28. G. Andrew Karolyi & Rose C. Liao, 2010. "What is Different about Government-Controlled Acquirers in Cross-Border Acquisitions?," Working Papers 2010.38, Fondazione Eni Enrico Mattei.
    29. Arie Kapteyn & Constantijn Panis, 2003. "The Size and Composition of Wealth Holdings in the United States, Italy, and the Netherlands," NBER Working Papers 10182, National Bureau of Economic Research, Inc.
    30. Shai Bernstein & Josh Lerner & Antoinette Schoar, 2013. "The Investment Strategies of Sovereign Wealth Funds," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 219-238, Spring.
    31. Debarsy, Nicolas & Ertur, Cem, 2010. "Testing for spatial autocorrelation in a fixed effects panel data model," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 453-470, November.
    32. Mr. Heiko Hesse & Tao Sun, 2009. "Sovereign Wealth Funds and Financial Stability—An Event Study Analysis," IMF Working Papers 2009/239, International Monetary Fund.
    33. Gaël Raballand, 2003. "Determinants of the Negative Impact of Being Landlocked on Trade: An Empirical Investigation Through the Central Asian Case," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 45(4), pages 520-536, December.
    34. Reynolds, Anderson & Shonkwiler, J S, 1991. "Testing and Correcting for Distributional Misspecifications in the Tobit Model: An Application of the Information Matrix Test," Empirical Economics, Springer, vol. 16(3), pages 313-323.
    35. Wansbeek, Tom & Kapteyn, Arie, 1982. "A Class of Decompositions of the Variance-Covariance Matrix of a Generalized Error Components Model," Econometrica, Econometric Society, vol. 50(3), pages 713-724, May.
    36. Bruce A. Blonigen & Ronald B. Davies & Glen R. Waddell & Helen T. Naughton, 2019. "FDI in Space: Spatial Autoregressive Relationships in Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 2, pages 55-88, World Scientific Publishing Co. Pte. Ltd..
    37. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    38. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, October.
    39. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g708pipbp is not listed on IDEAS
    40. Laeven, Luc & Chhaochharia, Vidhi, 2008. "Sovereign Wealth Funds: Their Investment Strategies and Performance," CEPR Discussion Papers 6959, C.E.P.R. Discussion Papers.
    41. Gert-Jan M. Linders & Henri L.F. de Groot, 2006. "Estimation of the Gravity Equation in the Presence of Zero Flows," Tinbergen Institute Discussion Papers 06-072/3, Tinbergen Institute.
    42. Arthur B. Kennickell & Annika E. Sunden, 1997. "Pensions, social security, and the distribution of wealth," Finance and Economics Discussion Series 1997-55, Board of Governors of the Federal Reserve System (U.S.).
    43. G.J.M. Linders, 2006. "Estimation of the Gravity Equation of Bilateral Trade in the Presence of Zero Flows," ERSA conference papers ersa06p746, European Regional Science Association.
    44. Lung‐fei Lee & Jihai Yu, 2012. "Spatial Panels: Random Components Versus Fixed Effects," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(4), pages 1369-1412, November.
    45. Nicolas Debarsy, 2012. "The Mundlak Approach in the Spatial Durbin Panel Data Model," Spatial Economic Analysis, Taylor & Francis Journals, vol. 7(1), pages 109-131, March.
    46. Harald Hau, 2001. "Location Matters: An Examination of Trading Profits," Journal of Finance, American Finance Association, vol. 56(5), pages 1959-1983, October.
    47. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    48. Liu, Xiaodong & Lee, Lung-fei & Bollinger, Christopher R., 2010. "An efficient GMM estimator of spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 159(2), pages 303-319, December.
    49. Kotter, Jason & Lel, Ugur, 2011. "Friends or foes? Target selection decisions of sovereign wealth funds and their consequences," Journal of Financial Economics, Elsevier, vol. 101(2), pages 360-381, August.
    50. Breusch, Trevor S., 1987. "Maximum likelihood estimation of random effects models," Journal of Econometrics, Elsevier, vol. 36(3), pages 383-389, November.
    51. Lee, Lung-fei & Yu, Jihai, 2010. "Some recent developments in spatial panel data models," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 255-271, September.
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    More about this item

    Keywords

    Sovereign wealth funds; Pull factors; Spatial econometrics; Inverse Hyperbolic Sine transformation; Interactions;
    All these keywords.

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements

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