IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/114753.html
   My bibliography  Save this paper

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. 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.
    3. 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.
    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. Durlauf,S.N., 2000. "Econometric analysis and the study of economic growth : a skeptical perspective," Working papers 10, Wisconsin Madison - Social Systems.
    6. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    7. 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, April.
    8. 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.
    9. Heckman, James, 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.
    10. World Bank, 2000. "World Development Indicators 2000," World Bank Publications - Books, The World Bank Group, number 13828.
    11. Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
    12. 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. 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.
    2. 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).
    3. 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.
    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. 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.
    6. 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.
    7. Grogan, Louise & Moers, Luc, 2001. "Growth empirics with institutional measures for transition countries," Economic Systems, Elsevier, vol. 25(4), pages 323-344, December.
    8. Mark Rogers, 2003. "A Survey of Economic Growth," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 112-135, March.
    9. Wößmann, Ludger, 2000. "Specifying Human Capital: A Review, Some Extensions, and Development Effects," Kiel Working Papers 1007, Kiel Institute for the World Economy (IfW Kiel).
    10. 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.
    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. Nalan Basturk & Richard Paap & Dick van Dijk, 2008. "Structural Differences in Economic Growth," Tinbergen Institute Discussion Papers 08-085/4, Tinbergen Institute.
    13. 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.
    14. Mark Gradstein & Moshe Justman, 2002. "Education, Social Cohesion, and Economic Growth," American Economic Review, American Economic Association, vol. 92(4), pages 1192-1204, September.
    15. Laurens Cherchye & Wim Moesen, 2003. "Institutional Infrastructure and Economic Performance: Levels versus Catching Up and Frontier Shifts," Public Economics Working Paper Series ces0314, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
    16. Leonardo Becchetti & Fabrizio Adriani, 2005. "Does the digital divide matter? The role of information and communication technology in cross-country level and growth estimates," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(6), pages 435-453.
    17. Middendorf Torge, 2006. "Human Capital and Economic Growth in OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(6), pages 670-686, December.
    18. 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).
    19. Amavilah, Voxi Heinrich, 2018. "Endogenous constraints, coefficients of economic distance, and economic performance of African countries – An exploratory essay," MPRA Paper 90065, University Library of Munich, Germany.
    20. Fahad Khalid, 2019. "Literature Review on Social Cohesion and Economic Growth," International Journal of Science and Business, IJSAB International, vol. 3(4), pages 39-60.

    More about this item

    Keywords

    economic growth; sample selection bias; development economics;
    All these 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.