IDEAS home Printed from https://ideas.repec.org/a/ren/journl/v3y2011i2p129-148.html
   My bibliography  Save this article

Can Dynamic Panel Data Explain the Finance-Growth Link? An Empirical Likelihood Approach

Author

Listed:
  • Umut Oguzoglu

    (Department of Economics,University of Manitoba and IZA)

  • Thanasis Stengos

    (Department of Economics, University of Guelph)

Abstract

The short run effect of the financial intermediary development on economic growth is ana- lyzed using an unbalanced panel of 77 countries covering 35 years. Empirical Likelihood (EL) estimation is used and compared to more conventional GMM methods that weight moment conditions equally over the sample. However, if a part of the data is associated with only weak instruments, GMM estimators are subject to considerable small sample bias. EL appropriately re-weights the moment restrictions to deal with that problem. Using EL, we obtain more robust estimates of the effect of financial intermediation on economic growth than GMM.

Suggested Citation

  • Umut Oguzoglu & Thanasis Stengos, 2011. "Can Dynamic Panel Data Explain the Finance-Growth Link? An Empirical Likelihood Approach," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 3(2), pages 129-148, October.
    • Handle: RePEc:ren:journl:v:3:y:2011:i:2:p:129-148
    as

    Download full text from publisher

    File URL: http://www.rofea.org/index.php?journal=journal&page=article&op=download&path%5B%5D=60&path%5B%5D=61
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Whitney K. Newey & Richard J. Smith, 2004. "Higher Order Properties of Gmm and Generalized Empirical Likelihood Estimators," Econometrica, Econometric Society, vol. 72(1), pages 219-255, January.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    4. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    5. 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.
    6. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    7. McCaig, Brian & Stengos, Thanasis, 2005. "Financial intermediation and growth: Some robustness results," Economics Letters, Elsevier, vol. 88(3), pages 306-312, September.
    8. 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.
    9. repec:ebl:ecbull:v:15:y:2007:i:14:p:1-12 is not listed on IDEAS
    10. Stephen Bond & Frank Windmeijer, 2002. "Finite sample inference for GMM estimators in linear panel data models," CeMMAP working papers CWP04/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    11. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
    12. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    13. Kalaitzidakis, Pantelis & Mamuneas, Theofanis P. & Savvides, Andreas & Stengos, Thanasis, 2001. "Measures of Human Capital and Nonlinearities in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 229-254, September.
    14. Guido W. Imbens & Richard H. Spady & Phillip Johnson, 1998. "Information Theoretic Approaches to Inference in Moment Condition Models," Econometrica, Econometric Society, vol. 66(2), pages 333-358, March.
    15. Thanasis Stengos & Andreas Savvides & Theofanis Mamuneas & Elena Ketteni, 2007. "Is the Financial Development and Economic Growth Relationship Nonlinear?," Economics Bulletin, AccessEcon, vol. 15(14), pages 1-12.
    16. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    17. Mittelhammer, Ronald C. & Judge, George G. & Schoenberg, Ron, 2003. "Empirical Evidence Concerning the Finite Sample Performance of EL-Type Structural Equation Estimation and Inference Methods," CUDARE Working Papers 25090, University of California, Berkeley, Department of Agricultural and Resource Economics.
    18. Levine, Ross, 1998. "The Legal Environment, Banks, and Long-Run Economic Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 596-613, August.
    19. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    20. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thorsten Beck, 2009. "The Econometrics of Finance and Growth," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 25, pages 1180-1209, Palgrave Macmillan.
    2. Narayan, Paresh Kumar & Narayan, Seema, 2013. "The short-run relationship between the financial system and economic growth: New evidence from regional panels," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 70-78.
    3. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    4. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    5. Zouheir Abida & Imen Mohamed Sghaier & Nahed Zghidi, 2015. "Financial Development and Economic Growth: Evidence from North African Countries," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 2, pages 17-33, April.
    6. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    7. Beck, Thorsten & Levine, Ross, 2001. "Stock markets, banks, and growth : correlation or causality?," Policy Research Working Paper Series 2670, The World Bank.
    8. Ghada Barsoum, 2007. "Egypt Labor Market Panel Survey 2006: Report on Methodology and Data Collection," Working Papers 704, Economic Research Forum, revised 01 Jan 2007.
    9. Zhang, Jin & Wang, Lanfang & Wang, Susheng, 2012. "Financial development and economic growth: Recent evidence from China," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 393-412.
    10. Papaioannou, Elias, 2007. "Finance and growth: a macroeconomic assessment of the evidence from a European angle," Working Paper Series 787, European Central Bank.
    11. Marco Arena, 2008. "Does Insurance Market Activity Promote Economic Growth? A Cross‐Country Study for Industrialized and Developing Countries," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(4), pages 921-946, December.
    12. W.N.W Azman‐Saini & Peter Smith, 2011. "Finance And Growth: New Evidence On The Role Of Insurance," South African Journal of Economics, Economic Society of South Africa, vol. 79(2), pages 111-127, June.
    13. Nguyen, Yen Ngoc & Brown, Kym & Skully, Michael, 2019. "Impact of finance on growth: Does it vary with development levels or cyclical conditions?," Journal of Policy Modeling, Elsevier, vol. 41(6), pages 1195-1209.
    14. Hassan Hamadi & Charbel Bassil, 2015. "Financial Development and Economic Growth in the MENA Region," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 57(4), pages 598-622, December.
    15. Ahlin, Christian & Pang, Jiaren, 2008. "Are financial development and corruption control substitutes in promoting growth?," Journal of Development Economics, Elsevier, vol. 86(2), pages 414-433, June.
    16. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    17. Edison, Hali J. & Levine, Ross & Ricci, Luca & Slok, Torsten, 2002. "International financial integration and economic growth," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 749-776, November.
    18. Philip Arestis & Georgios Chortareas & Georgios Magkonis, 2015. "The Financial Development And Growth Nexus: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 549-565, July.
    19. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    20. Charalampos Agiropoulos & Michael L. Polemis & Michael Siopsis & Sotiris Karkalakos, 2022. "Revisiting the finance‐growth nexus: A socioeconomic approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 2762-2783, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ren:journl:v:3:y:2011:i:2:p:129-148. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Dr. Jerzy (Jurek) Konieczny (email available below). General contact details of provider: http://www.rcfea.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.