IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/114753.html

An Analysis of Sample Selection Bias in Cross-Country Growth Regressions

Author

Listed:
  • Ray, Jayant
  • Rivera-Batiz, Francisco L.

Abstract

Sample sizes in cross-country growth regressions vary greatly, depending on data availability. But if the selected samples are not representative of the underlying population of nations in the world, ordinary least squares coefficients (OLS) may be biased. This paper re-examines the determinants of economic growth in cross-sectional samples of countries utilizing econometric techniques that take into account the selective nature of the samples.

Suggested Citation

  • Ray, Jayant & Rivera-Batiz, Francisco L., 2002. "An Analysis of Sample Selection Bias in Cross-Country Growth Regressions," MPRA Paper 114753, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:114753
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/114753/1/MPRA_paper_114753.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    2. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    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. 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.
    5. World Bank, 2000. "World Development Indicators 2000," World Bank Publications - Books, The World Bank Group, number 13828, April.
    6. Durlauf,S.N., 2000. "Econometric analysis and the study of economic growth : a skeptical perspective," Working papers 10, Wisconsin Madison - Social Systems.
    7. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    8. James Heckman, 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.
    9. Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
    10. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    11. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    12. World Bank, 1981. "World Development Report 1981," World Bank Publications - Books, The World Bank Group, number 5964, April.
    13. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    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. Gimenez, G. & Sanau, J., 2009. "Investment, Human Capital and Institutions: A Multi-equational Approach for the Study of Economic Growth, 1985-2000," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 9(1).
    2. Gregorio Jiménez & Jaime Sanaú, 2007. "The Desirability of Multi-equational Approaches for the Study of Economic Growth. An Empirical Evidence," Working Papers 02/07, Instituto Universitario de Análisis Económico y Social.
    3. Rogers, Mark Llewellyn, 2008. "Directly unproductive schooling: How country characteristics affect the impact of schooling on growth," European Economic Review, Elsevier, vol. 52(2), pages 356-385, February.
    4. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    5. Wößmann, Ludger, 2000. "Specifying Human Capital: A Review, Some Extensions, and Development Effects," Kiel Working Papers 1007, Kiel Institute for the World Economy.
    6. Matthias Cinyabuguma & Louis Putterman, 2006. "Sub-Saharan Growth Surprises: Geography, Institutions And History in an all African Data Panel," Working Papers 2006-21, Brown University, Department of Economics.
    7. Francis Teal & Måns Söderbom, 2001. "Trade and Human Capital as Determinants of Growth," Economics Series Working Papers WPS/2001-10, University of Oxford, Department of Economics.
    8. Butkiewicz, James L. & Yanikkaya, Halit, 2005. "The Effects of IMF and World Bank Lending on Long-Run Economic Growth: An Empirical Analysis," World Development, Elsevier, vol. 33(3), pages 371-391, March.
    9. Grogan, Louise & Moers, Luc, 2001. "Growth empirics with institutional measures for transition countries," Economic Systems, Elsevier, vol. 25(4), pages 323-344, December.
    10. Mark Rogers, 2003. "A Survey of Economic Growth," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 112-135, March.
    11. Bagella, Michele & Becchetti, Leonardo & Hasan, Iftekhar, 2004. "The anticipated and concurring effects of the EMU: exchange rate volatility, institutions and growth," Journal of International Money and Finance, Elsevier, vol. 23(7-8), pages 1053-1080.
    12. Derek Headey, 2008. "The Principal Components of Growth in the Less Developed Countries," Kyklos, Wiley Blackwell, vol. 61(4), pages 568-598, November.
    13. Nalan Basturk & Richard Paap & Dick van Dijk, 2008. "Structural Differences in Economic Growth," Tinbergen Institute Discussion Papers 08-085/4, Tinbergen Institute.
    14. José Garcia Montalvo & Marta Reynal-Querol, 2002. "Why ethnic fractionalization? Polarization, ethnic conflict and growth," Economics Working Papers 660, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2002.
    15. Andros Kourtellos, 2002. "Modeling Parameter Heterogeneity in Cross Country Growth Regression Models," University of Cyprus Working Papers in Economics 0212, University of Cyprus Department of Economics.
    16. Sjef Ederveen & Henri L.F. de Groot & Richard Nahuis, 2002. "Fertile Soil for Structural Funds?," Tinbergen Institute Discussion Papers 02-096/3, Tinbergen Institute.
    17. W. A. Naudé, 2004. "The effects of policy, institutions and geography on economic growth in Africa: an econometric study based on cross-section and panel data," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(6), pages 821-849.
    18. Celal Kucuker, 2003. "Türkiye Ýktisat Kongresi Büyüme Stratejileri Çalýþma Grubu," Working Papers 2003/5, Turkish Economic Association.
    19. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    20. Mark Gradstein & Moshe Justman, 2002. "Education, Social Cohesion, and Economic Growth," American Economic Review, American Economic Association, vol. 92(4), pages 1192-1204, September.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    Statistics

    Access and download statistics

    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:pra:mprapa:114753. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.