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The Feldstein–Horioka puzzle in groupings of OECD members: A panel approach

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  • Ketenci, Natalya

Abstract

This paper investigates the relationship between investment and savings in 26 OECD countries and demonstrates that the relationship changes when the countries under consideration in the selected panel vary. Accordingly, panel estimations using annual data for the period from 1970 to 2008 have been made for various groupings of developed countries, specifically the OECD as a whole, the EU15, NAFTA and the G7. Additionally, the paper examines changes in investment savings relationships when the presence of structural shifts in developed countries – where such exist – are taken into account. Recently developed panel techniques are employed to examine the investment savings relationship and estimate saving-retention coefficients. The empirical findings reveal that the Feldstein–Horioka puzzle exists only in the panel of G7 countries, wherein the saving-retention coefficient is estimated as 0.754 and 0.864 (for the full sample of G7 countries and for stable G7 countries, respectively). The estimated saving-retention coefficient for unstable G7 countries is 0.482, which indicates a higher level of capital mobility in unstable countries with respect to stable ones. This conclusion is further supported by the estimations for OECD countries and the EU15.

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  • Ketenci, Natalya, 2013. "The Feldstein–Horioka puzzle in groupings of OECD members: A panel approach," Research in Economics, Elsevier, vol. 67(1), pages 76-87.
  • Handle: RePEc:eee:reecon:v:67:y:2013:i:1:p:76-87
    DOI: 10.1016/j.rie.2012.09.002
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    1. Joakim Westerlund, 2006. "Testing for Panel Cointegration with Multiple Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(1), pages 101-132, February.
    2. Di Iorio, Francesca & Fachin, Stefano, 2007. "Testing for Breaks in Cointegrated Panels - with an Application to the Feldstein-Horioka Puzzle," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 1, pages 1-23.
    3. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    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. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    6. Ho, Tsung-wu, 2002. "The Feldstein-Horioka puzzle revisited," Journal of International Money and Finance, Elsevier, vol. 21(4), pages 555-564, August.
    7. Junsoo Lee & Mark C. Strazicich, 2013. "Minimum LM unit root test with one structural break," Economics Bulletin, AccessEcon, vol. 33(4), pages 2483-2492.
    8. Maurice Obstfeld & Kenneth S. Rogoff, 2000. "Perspectives on OECD economic integration : implications for U.S. current account adjustment," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 169-208.
    9. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Testing for capital mobility: New evidence from a panel of G7 countries," Research in International Business and Finance, Elsevier, vol. 24(1), pages 15-23, January.
    10. Miller, Stephen M., 1988. "Are saving and investment co-integrated?," Economics Letters, Elsevier, vol. 27(1), pages 31-34.
    11. Feldstein, Martin & Horioka, Charles, 1980. "Domestic Saving and International Capital Flows," Economic Journal, Royal Economic Society, vol. 90(358), pages 314-329, June.
    12. Herwartz, H. & Xu, F., 2010. "A functional coefficient model view of the Feldstein-Horioka puzzle," Journal of International Money and Finance, Elsevier, vol. 29(1), pages 37-54, February.
    13. Anastasios Mastroyiannis, 2007. "Current Account Dynamics and the Feldstein and Horioka Puzzle: the Case of Greece," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 4(1), pages 91-99, June.
    14. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    15. 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.
    16. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    17. Michael Dooley & Jeffrey Frankel & Donald J. Mathieson, 1987. "International Capital Mobility: What Do Saving-Investment Correlations Tell Us?," IMF Staff Papers, Palgrave Macmillan, vol. 34(3), pages 503-530, September.
    18. Junsoo Lee & Mark C. Strazicich, 2001. "Break Point Estimation and Spurious Rejections With Endogenous Unit Root Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(5), pages 535-558, December.
    19. 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.
    20. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    21. N. Vasudeva Murthy, 2009. "The Feldstein–Horioka puzzle in Latin American and Caribbean countries: a panel cointegration analysis," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 33(2), pages 176-188, April.
    22. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    23. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    24. Coakley, Jerry & Kulasi, Farida & Smith, Ron, 1996. "Current Account Solvency and the Feldstein-Horioka Puzzle," Economic Journal, Royal Economic Society, vol. 106(436), pages 620-627, May.
    25. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    26. Erdal Ozmen, 2007. "Financial development, exchange rate regimes and the Feldstein-Horioka puzzle: evidence from the MENA region," Applied Economics, Taylor & Francis Journals, vol. 39(9), pages 1133-1138.
    27. Kejriwal Mohitosh, 2008. "Cointegration with Structural Breaks: An Application to the Feldstein-Horioka Puzzle," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 12(1), pages 1-39, March.
    28. Coakley, Jerry & Kulasi, Farida & Smith, Ron, 1998. "The Feldstein-Horioka Puzzle and Capital Mobility: A Review," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 3(2), pages 169-188, April.
    29. Sinha, Tapen & Sinha, Dipendra, 2004. "The mother of all puzzles would not go away," Economics Letters, Elsevier, vol. 82(2), pages 259-267, February.
    30. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    31. Ozmen, Erdal & Parmaksiz, Kagan, 2003. "Policy regime change and the Feldstein-Horioka puzzle: the UK evidence," Journal of Policy Modeling, Elsevier, vol. 25(2), pages 137-149, February.
    32. Adedeji, Olumuyiwa & Thornton, John, 2008. "International capital mobility: Evidence from panel cointegration tests," Economics Letters, Elsevier, vol. 99(2), pages 349-352, May.
    33. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    34. Caporale, Guglielmo Maria & Panopoulou, Ekaterini & Pittis, Nikitas, 2005. "The Feldstein-Horioka puzzle revisited: A Monte Carlo study," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1143-1149, November.
    35. Kyung‐So Im & Junsoo Lee & Margie Tieslau, 2005. "Panel LM Unit‐root Tests with Level Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 393-419, June.
    36. 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.
    37. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2005. "Testing for PPP: Should we use panel methods?," Empirical Economics, Springer, vol. 30(1), pages 77-91, January.
    38. Saten Kumar & B. Bhaskara Rao, 2011. "A Time‐series Approach to the Feldstein–Horioka Puzzle with Panel Data from the OECD Countries," The World Economy, Wiley Blackwell, vol. 34(3), pages 473-485, March.
    39. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    40. Lee, Junsoo & Strazicich, Mark C, 2001. "Break Point Estimation and Spurious Rejections with Endogenous Unit Root Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(5), pages 535-558, December.
    41. Kollias, Christos & Mylonidis, Nikolaos & Paleologou, Suzanna-Maria, 2008. "The Feldstein-Horioka puzzle across EU members: Evidence from the ARDL bounds approach and panel data," International Review of Economics & Finance, Elsevier, vol. 17(3), pages 380-387.
    42. Corbin, Annie, 2001. "Country specific effect in the Feldstein-Horioka paradox: a panel data analysis," Economics Letters, Elsevier, vol. 72(3), pages 297-302, September.
    43. Murphy, Robert G., 1984. "Capital mobility and the relationship between saving and investment rates in OECD countries," Journal of International Money and Finance, Elsevier, vol. 3(3), pages 327-342, December.
    44. Hansen, Bruce E, 2002. "Tests for Parameter Instability in Regressions with I(1) Processes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 45-59, January.
    45. Olivier Blanchard & Francesco Giavazzi, 2002. "Current Account Deficits in the Euro Area: The End of the Feldstein Horioka Puzzle?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 33(2), pages 147-210.
    46. Frankel, Jeffrey A, 1992. "Measuring International Capital Mobility: A Review," American Economic Review, American Economic Association, vol. 82(2), pages 197-202, May.
    47. Argimon, Isabel & Roldan, JoseMaria, 1994. "Saving, investment and international capital mobility in EC countries," European Economic Review, Elsevier, vol. 38(1), pages 59-67, January.
    48. Di Iorio, Francesca & Fachin, Stefano, 2006. "Testing for breaks in cointegrated panels," MPRA Paper 3280, University Library of Munich, Germany.
    49. Georgopoulos, George & Hejazi, Walid, 2009. "The Feldstein-Horioka puzzle revisited: Is the home-bias much less?," International Review of Economics & Finance, Elsevier, vol. 18(2), pages 341-350, March.
    50. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    51. Jos Jansen, W, 1996. "Estimating saving-investment correlations: evidence for OECD countries based on an error correction model," Journal of International Money and Finance, Elsevier, vol. 15(5), pages 749-781, October.
    52. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    53. Anindya Banerjee & Paolo Zanghieri, 2003. "A New Look at the Feldstein-Horioka Puzzle using an Integrated Panel," Working Papers 2003-22, CEPII research center.
    54. Telatar, Erdinc & Telatar, Funda & Bolatoglu, Nasip, 2007. "A regime switching approach to the Feldstein-Horioka puzzle: Evidence from some European countries," Journal of Policy Modeling, Elsevier, vol. 29(3), pages 523-533.
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    Cited by:

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    2. But, Boris & Morley, Bruce, 2017. "The Feldstein-Horioka puzzle and capital mobility: The role of the recent financial crisis," Economic Systems, Elsevier, vol. 41(1), pages 139-150.
    3. Óscar Penagos Gómez & Héctor Rojas Serrano & Jacobo Campo Robledo, 2013. "La paradoja Feldstein – Horioka: Evidencia para Colombia (1925 – 2011)," Documentos de Trabajo 12393, Universidad Católica de Colombia.
    4. Younas, Javed, 2015. "Terrorism, openness and the Feldstein–Horioka paradox," European Journal of Political Economy, Elsevier, vol. 38(C), pages 1-11.
    5. Ekrem ERDEM & Ahmet KOSEOGLU & Ali Gokhan YUCEL, 2016. "Testing the validity of the Feldstein-Horioka Puzzle: New evidence from structural breaks for Turkey," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(2(607), S), pages 17-26, Summer.
    6. Neto, David, 2021. "Adaptive LASSO for selecting Fourier coefficients in a functional smooth time-varying cointegrating regression: An application to the Feldstein–Horioka puzzle," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 179(C), pages 253-264.
    7. Holmes, Mark J. & Otero, Jesús, 2014. "Re-examining the Feldstein–Horioka and Sachs' views of capital mobility: A heterogeneous panel setup," International Review of Economics & Finance, Elsevier, vol. 33(C), pages 1-11.
    8. Óscar Penagos Gómez & Héctor Rojas Serrano & Jacobo Campo Robledo, 2015. "La Paradoja de Feldstein-Horioka – Evidencia para Colombia durante 1925-2011," Revista Ecos de Economía, Universidad EAFIT, vol. 19(40), pages 4-24, June.
    9. Vasudeva N.R. Murthy & Natalya Ketenci, 2021. "The Feldstein–Horioka hypothesis for African countries: Evidence from recent panel error‐correction modelling," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5762-5774, October.
    10. Ketenci, Natalya, 2015. "Capital mobility in Russia," Russian Journal of Economics, Elsevier, vol. 1(4), pages 386-403.
    11. Phiri, Andrew, 2019. "The Feldstein-Horioka Puzzle and the Global Financial Crisis: Evidence from South Africa using Asymmetric Cointegration Analysis," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 72(2), pages 139-170.
    12. Ketenci, Natalya, 2018. "Impact of the Global Financial Crisis on the Level of Capital Mobility in EU Members," MPRA Paper 100075, University Library of Munich, Germany.
    13. Natalya Ketenci, 2016. "The Feldstein–Horioka Puzzle and Structural Breaks: Evidence from the Largest Countries of Asia," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 10(3), pages 337-354, August.
    14. Makin, Anthony J. & Ratnasiri, Shyama, 2023. "New estimates of international capital mobility for select OECD economies," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 127-138.
    15. Phiri, Andrew, 2017. "The Feldstein-Horioka puzzle and the global recession period: Evidence from South Africa using asymmetric cointegration analysis," MPRA Paper 79096, University Library of Munich, Germany.
    16. Ketenci, Natalya, 2014. "The Feldstein –Horioka Puzzle and structural breaks: Evidence from the largest countries of Asia," MPRA Paper 54660, University Library of Munich, Germany.
    17. A�a�Yrı Levent Uslu & Ebru Tomris Aydo�Yan & Natalya Ketenci, 2016. "Impact Of Structural Breaks Presence On Economic Development Of Emerging Countries," Journal Articles, Center For Economic Analyses, pages 5-21, December.
    18. Chen, Shyh-Wei & Shen, Chung-Hua, 2015. "Revisiting the Feldstein–Horioka puzzle with regime switching: New evidence from European countries," Economic Modelling, Elsevier, vol. 49(C), pages 260-269.

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