IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v29y2012i6p2362-2370.html
   My bibliography  Save this article

LISREL growth model on direct and indirect effects using cross-country data

Author

Listed:
  • Cavusoglu, Nevin

Abstract

Many papers have analyzed the factors affecting economic growth. However, these have concentrated on direct effects and ignored indirect effects through other variables in the model. This study investigates direct and indirect effects of various factors on growth with a causal growth model using LISREL (LInear Structural RELations) for a sample of 105 countries over the period of 1975–2002. Results suggest that ignoring the indirect effects of productivity growth, geography and economic development on economic growth may lead to a considerable underestimation of their ‘true’ total effects on growth. While the importance of the indirect effects of productivity growth and geography relative to their direct effects changes with the estimated model, the relative importance of the indirect effect of economic development on growth is found to be robust to different model specifications.

Suggested Citation

  • Cavusoglu, Nevin, 2012. "LISREL growth model on direct and indirect effects using cross-country data," Economic Modelling, Elsevier, vol. 29(6), pages 2362-2370.
    • Handle: RePEc:eee:ecmode:v:29:y:2012:i:6:p:2362-2370
    DOI: 10.1016/j.econmod.2012.05.025
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999312001460
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econmod.2012.05.025?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Karl Aiginger & Martin Falk, 2005. "Explaining Differences in Economic Growth among OECD Countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 32(1), pages 19-43, March.
    2. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    3. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    4. Dario Maimone Ansaldo Patti & Pietro Navarra, 2009. "Globalization, democratization and economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 16(7), pages 731-734.
    5. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
    6. Jeffrey D. Sachs & Andrew M. Warner, 1995. "Economic Convergence and Economic Policies," NBER Working Papers 5039, National Bureau of Economic Research, Inc.
    7. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    8. Günther Rehme, 2011. "Endogenous Policy And Cross‐Country Growth Empirics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(2), pages 262-296, May.
    9. Enrico Lovász & Bernhard Schipp, 2009. "The Impact Of Hiv/Aids On Economic Growth In Sub‐Saharan Africa1," South African Journal of Economics, Economic Society of South Africa, vol. 77(2), pages 245-256, June.
    10. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
    11. Awokuse, Titus O., 2007. "Causality between exports, imports, and economic growth: Evidence from transition economies," Economics Letters, Elsevier, vol. 94(3), pages 389-395, March.
    12. Ventura, Jaume, 2005. "A Global View of Economic Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 22, pages 1419-1497, Elsevier.
    13. Barro, Robert J & Sala-i-Martin, Xavier, 1997. "Technological Diffusion, Convergence, and Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 1-26, March.
    14. Mingshan Lu, 1999. "Separating the True Effect from Gaming in Incentive‐Based Contracts in Health Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(3), pages 383-431, September.
    15. 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.
    16. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 361-422, May.
    17. 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.
    18. Sambit Bhattacharyya, 2004. "Deep determinants of economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 11(9), pages 587-590.
    19. Tavares, Jose & Wacziarg, Romain, 2001. "How democracy affects growth," European Economic Review, Elsevier, vol. 45(8), pages 1341-1378, August.
    20. Temple, Jonathan, 1998. "Equipment Investment and the Solow Model," Oxford Economic Papers, Oxford University Press, vol. 50(1), pages 39-62, January.
    21. Atrayee Ghosh Roy, 2009. "Evidence on economic growth and government size," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 607-614.
    22. 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.
    23. Easterly, William, 2005. "National Policies and Economic Growth: A Reappraisal," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 15, pages 1015-1059, Elsevier.
    24. Durlauf, Steven N., 2001. "Manifesto for a growth econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 65-69, January.
    25. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    26. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    27. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    28. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    29. Pak Hung Mo, 2000. "Income Inequality and Economic Growth," Kyklos, Wiley Blackwell, vol. 53(3), pages 293-315, August.
    30. Jiun-Hung Lin & Tzong-Ru Lee & William Jen, 2008. "Assessing asymmetric response effect of behavioral intention to service quality in an integrated psychological decision-making process model of intercity bus passengers: a case of Taiwan," Transportation, Springer, vol. 35(1), pages 129-144, January.
    31. Pantelis Kalaitzidakis & Theofanis P. Mamuneas & Thanasis Stengos, 2000. "A non-linear sensitivity analysis of cross-country growth regressions," Canadian Journal of Economics, Canadian Economics Association, vol. 33(3), pages 604-617, August.
    32. Eijffinger, Sylvester & Hoeberichts, Marco & Schaling, Eric, 2000. "Optimal Central Bank Conservativeness in an Open Economy," Public Choice, Springer, vol. 105(3-4), pages 339-355, December.
    33. Hrishikesh D. Vinod & Surendra K. Kaushik, 2007. "Human Capital and Economic Growth: Evidence from Developing Countries," The American Economist, Sage Publications, vol. 51(1), pages 29-39, March.
    34. Robert J. Barro, 2003. "Determinants of Economic Growth in a Panel of Countries," Annals of Economics and Finance, Society for AEF, vol. 4(2), pages 231-274, November.
    35. Jaume Ventura, 2005. "A Global View of Economic Growth," Working Papers 203, Barcelona School of Economics.
    36. Graff, Michael & Karmann, Alexander, 2001. "Does financial activity cause economic growth?," Dresden Discussion Paper Series in Economics 01/01, Technische Universität Dresden, Faculty of Business and Economics, Department of Economics.
    37. Carsey, Thomas M & Rundquist, Barry, 1999. "The Reciprocal Relationship between State Defense Interest and Committee Representation in Congress," Public Choice, Springer, vol. 99(3-4), pages 455-463, June.
    38. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    39. Aigner, Dennis J. & Hsiao, Cheng & Kapteyn, Arie & Wansbeek, Tom, 1984. "Latent variable models in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 23, pages 1321-1393, Elsevier.
    40. Svetlana Ledyaeva & Mikael Linden, 2008. "Determinants of Economic Growth: Empirical Evidence from Russian Regions," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 5(1), pages 87-105, June.
    41. Brumm, Harold J., 1997. "Military Spending, Government Disarray, and Economic Growth: A Cross-Country Empirical Analysis," Journal of Macroeconomics, Elsevier, vol. 19(4), pages 827-838, October.
    42. Derek D. Headey & Andrew Hodge, 2009. "The Effect of Population Growth on Economic Growth: A Meta‐Regression Analysis of the Macroeconomic Literature," Population and Development Review, The Population Council, Inc., vol. 35(2), pages 221-248, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Doré, Natalia I. & Teixeira, Aurora A.C., 2023. "The role of human capital, structural change, and institutional quality on Brazil's economic growth over the last two hundred years (1822–2019)," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 1-12.
    2. Natalia I. Doré & Aurora A. C. Teixeira, 2023. "Empirical Literature on Economic Growth, 1991–2020: Uncovering Extant Gaps and Avenues for Future Research," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 15(1), pages 7-37, January.

    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. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    2. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.
    3. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    4. Günther Rehme, 2011. "Endogenous Policy And Cross‐Country Growth Empirics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(2), pages 262-296, May.
    5. 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).
    6. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    7. Prüfer, P. & Tondl, G., 2008. "The FDI-Growth Nexus in Latin America : The Role of Source Countries and Local Conditions," Other publications TiSEM 73b28850-1597-4bcb-a76c-1, Tilburg University, School of Economics and Management.
    8. Hassan, Gazi & Cooray, Arusha, 2015. "Effects of male and female education on economic growth: Some evidence from Asia," Journal of Asian Economics, Elsevier, vol. 36(C), pages 97-109.
    9. Md. Rabiul Islam & James B. Ang & Jakob B. Madsen, 2014. "Quality-Adjusted Human Capital And Productivity Growth," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 757-777, April.
    10. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    11. Voxi Heinrich Amavilah & Antonio Rodríguez Andrés, 2024. "Knowledge Economy and the Economic Performance of African Countries: A Seemingly Unrelated and Recursive Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 110-143, March.
    12. Ilkhom SHARIPOV, 2016. "ECONOMIC GROWTH IN THE EU’S EaP COUNTRIES: DETERMINANTS AND PROSPECTS," EURINT, Centre for European Studies, Alexandru Ioan Cuza University, vol. 3, pages 169-187.
    13. Beugelsdijk, S. & van Schaik, A.B.T.M., 2001. "Social Capital and Regional Economic Growth," Discussion Paper 2001-102, Tilburg University, Center for Economic Research.
    14. Lim, Jamus Jerome & Adams-Kane, Jonathon, 2008. "Institutions, Education, and Economic Performance," MPRA Paper 11800, University Library of Munich, Germany.
    15. Rao, B. Bhaskara & Cooray, Arusha & Hassan, Gazi Mainul, 2011. "Growth effects of education with the extreme bounds analysis: some evidence from Asia," MPRA Paper 32279, University Library of Munich, Germany.
    16. Nijkamp, Peter & Poot, Jacques, 2004. "Meta-analysis of the effect of fiscal policies on long-run growth," European Journal of Political Economy, Elsevier, vol. 20(1), pages 91-124, March.
    17. Tausch, Arno, 2011. "The ‘four economic freedoms’ and life quality. General tendencies and some hard lessons for EU-27-Europe," MPRA Paper 33225, University Library of Munich, Germany.
    18. Hüseyin Taştan & Selin Erdoğan, 2018. "Cognitive skills and economic performance: evidence from the recent international student assessment tests," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(3), pages 417-449, December.
    19. Aribah Aslam, 2020. "The hotly debate of human capital and economic growth: why institutions may matter?," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(4), pages 1351-1362, August.
    20. 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).

    More about this item

    Keywords

    Economic growth; LISREL; Indirect effects; Cross country;
    All these keywords.

    JEL classification:

    • O - Economic Development, Innovation, Technological Change, and Growth

    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:eee:ecmode:v:29:y:2012:i:6:p:2362-2370. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.