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Has Health Capital Formation Cured 'Baumol's Disease'? - Panel Granger Causality Evidence for OECD Countries

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  • Jochen Hartwig

Abstract

A large body of both theoretical and empirical literature has affirmed a positive impact of human capital accumulation in the form of health on economic growth. Yet Baumol (1967) has presented a model in which imbalances in productivity growth between a 'progressive' (manufacturing) sector and a 'nonprogressive' sector of the economy (of which health care forms an integral part) lead to perpetual expenditure shifts into the latter and, as a consequence, to a decline in overall GDP growth. Which of the two views has an empirical grounding is here tested by means of Granger causality analysis of a panel of 21 OECD countries. The results do not lend support to the hypothesis that health capital formation fosters economic growth in rich countries. They are more in line with the predictions of Baumol's model of unbalanced growth.

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  • Jochen Hartwig, 2008. "Has Health Capital Formation Cured 'Baumol's Disease'? - Panel Granger Causality Evidence for OECD Countries," KOF Working papers 08-206, KOF Swiss Economic Institute, ETH Zurich.
  • Handle: RePEc:kof:wpskof:08-206
    DOI: 10.3929/ethz-a-005666787
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    as
    1. Jan- Sturm & Jakob de Haan, 2005. "Determinants of long-term growth: New results applying robust estimation and extreme bounds analysis," Empirical Economics, Springer, vol. 30(3), pages 597-617, October.
    2. Oulton, Nicholas, 2001. "Must the Growth Rate Decline? Baumol's Unbalanced Growth Revisited," Oxford Economic Papers, Oxford University Press, vol. 53(4), pages 605-627, October.
    3. Heshmati, Almas, 2001. "On the Causality between GDP and Health Care Expenditure in Augmented Solow Growth Model," SSE/EFI Working Paper Series in Economics and Finance 423, Stockholm School of Economics.
    4. Rivera, Berta & Currais, Luis, 2004. "Public Health Capital and Productivity in the Spanish Regions: A Dynamic Panel Data Model," World Development, Elsevier, vol. 32(5), pages 871-885, May.
    5. Hartwig, Jochen, 2008. "What drives health care expenditure?--Baumol's model of 'unbalanced growth' revisited," Journal of Health Economics, Elsevier, vol. 27(3), pages 603-623, May.
    6. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    7. 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.
    8. 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.
    9. Baumol, William J, 1972. "Macroeconomics of Unbalanced Growth: Reply," American Economic Review, American Economic Association, vol. 62(1), pages 150-150, March.
    10. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    11. Don Webber, 2002. "Policies to stimulate growth: should we invest in health or education?," Applied Economics, Taylor & Francis Journals, vol. 34(13), pages 1633-1643.
    12. McDonald, Scott & Roberts, Jennifer, 2002. "Growth and multiple forms of human capital in an augmented Solow model: a panel data investigation," Economics Letters, Elsevier, vol. 74(2), pages 271-276, January.
    13. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    14. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    15. Schettkat, Ronald & Yocarini, Lara, 2006. "The shift to services employment: A review of the literature," Structural Change and Economic Dynamics, Elsevier, vol. 17(2), pages 127-147, June.
    16. David N. Well, 2007. "Accounting for the Effect Of Health on Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1265-1306.
    17. 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.
    18. 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.
    19. Fixler, Dennis J. & Siegel, Donald, 1999. "Outsourcing and productivity growth in services," Structural Change and Economic Dynamics, Elsevier, vol. 10(2), pages 177-194, June.
    20. Orazio P. Attanasio & Lucio Picci & Antonello E. Scorcu, 2000. "Saving, Growth, and Investment: A Macroeconomic Analysis Using a Panel of Countries," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 182-211, May.
    21. 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.
    22. Stefano Scarpetta & Andrea Bassanini & Dirk Pilat & Paul Schreyer, 2000. "Economic Growth in the OECD Area: Recent Trends at the Aggregate and Sectoral Level," OECD Economics Department Working Papers 248, OECD Publishing.
    23. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    24. Nair-Reichert, Usha & Weinhold, Diana, 2001. "Causality Tests for Cross-Country Panels: A New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    25. Ad van Riet & Moreno Roma, 2006. "Competition, productivity and prices in the euro area services sector," Occasional Paper Series 44, European Central Bank.
    26. David E. Bloom & David Canning & Jaypee Sevilla, 2001. "The Effect of Health on Economic Growth: Theory and Evidence," NBER Working Papers 8587, National Bureau of Economic Research, Inc.
    27. Pugno, Maurizio, 2006. "The service paradox and endogenous economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 17(1), pages 99-115, January.
    28. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    29. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    30. Konya, Laszlo, 2006. "Exports and growth: Granger causality analysis on OECD countries with a panel data approach," Economic Modelling, Elsevier, vol. 23(6), pages 978-992, December.
    31. Berta Rivera & Luis Currais, 2003. "The effect of health investment on growth: A causality analysis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 9(4), pages 312-323, November.
    32. Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
    33. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
    34. Rivera, Berta & Currais, Luis, 1999. "Income Variation and Health Expenditure: Evidence for OECD Countries," Review of Development Economics, Wiley Blackwell, vol. 3(3), pages 258-267, October.
    35. Nordhaus William D, 2008. "Baumol's Diseases: A Macroeconomic Perspective," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-39, February.
    36. Nancy Devlin & Paul Hansen, 2001. "Health care spending and economic output: Granger causality," Applied Economics Letters, Taylor & Francis Journals, vol. 8(8), pages 561-564.
    37. Barry P. Bosworth & Jack E. Triplett, 2003. "Productivity measurement issues in services industries: \\"Baumol's disease\\" has been cured," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 23-33.
    38. Harb, Nasri & Al-Awad, Mouawiya, 2005. "Financial Development and Economic Growth in the Middle East," MPRA Paper 13605, University Library of Munich, Germany.
    39. Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544, September.
    40. Emile Tompa, 2002. "The Impact of Health on Productivity: Macro and Microeconomic Evidence and Policy Implications," The Review of Economic Performance and Social Progress, in: Andrew Sharpe, Executive Director & France St-Hilaire, Vice-President , Research & Keith Banting, Di (ed.), The Review of Economic Performance and Social Progress 2002: Towards a Social Understanding of Productivity, volume 2, Centre for the Study of Living Standards;The Institutute for Research on Public Policy.
    41. Richard Tiffin & Xavier Irz, 2006. "Is agriculture the engine of growth?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 79-89, July.
    42. Berta Rivera & Luis Currais, 1999. "Economic growth and health: direct impact or reverse causation?," Applied Economics Letters, Taylor & Francis Journals, vol. 6(11), pages 761-764.
    43. Frank Windmeijer, 2000. "A finite sample correction for the variance of linear two-step GMM estimators," IFS Working Papers W00/19, Institute for Fiscal Studies.
    44. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    45. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    46. Mr. Ramana Ramaswamy & Mr. Bob Rowthorn, 1997. "Deindustrialization: Causes and Implications," IMF Working Papers 1997/042, International Monetary Fund.
    47. Laaksonen-Craig, Susanna, 2004. "Foreign direct investments in the forest sector: implications for sustainable forest management in developed and developing countries," Forest Policy and Economics, Elsevier, vol. 6(3-4), pages 359-370, June.
    48. W. S. Chao & J. Buongiorno, 2002. "Exports and growth: a causality analysis for the pulp and paper industries based on international panel data," Applied Economics, Taylor & Francis Journals, vol. 34(1), pages 1-13.
    49. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    50. Jennifer Roberts, 1999. "Sensitivity of elasticity estimates for OECD health care spending: analysis of a dynamic heterogeneous data field," Health Economics, John Wiley & Sons, Ltd., vol. 8(5), pages 459-472, August.
    51. Hsiao, Frank S.T. & Hsiao, Mei-Chu W., 2006. "FDI, exports, and GDP in East and Southeast Asia--Panel data versus time-series causality analyses," Journal of Asian Economics, Elsevier, vol. 17(6), pages 1082-1106, December.
    52. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    53. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    54. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    55. Dennis W. Jansen (ed.), 2006. "The New Economy and Beyond," Books, Edward Elgar Publishing, number 3965.
    56. Anita Wölfl, 2003. "Productivity Growth in Service Industries: An Assessment of Recent Patterns and the Role of Measurement," OECD Science, Technology and Industry Working Papers 2003/7, OECD Publishing.
    57. Chien-Chiang Lee & Chun-Ping Chang, 2006. "Social security expenditures and economic growth: A heterogeneous panel application," Journal of Economic Studies, Emerald Group Publishing, vol. 33(5), pages 386-404, November.
    58. Knowles, Stephen & Owen, P Dorian, 1997. "Education and Health in an Effective-Labour Empirical Growth Model," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 314-328, December.
    59. Sasaki, Hiroaki, 2007. "The rise of service employment and its impact on aggregate productivity growth," Structural Change and Economic Dynamics, Elsevier, vol. 18(4), pages 438-459, December.
    60. Usha Nair‐Reichert & Diana Weinhold, 2001. "Causality Tests for Cross‐Country Panels: a New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    61. Jochen Hartwig, 2006. "Productivity Growth in Service Industries - Has "Baumol's Disease" Really Been Cured?," KOF Working papers 06-155, KOF Swiss Economic Institute, ETH Zurich.
    62. Elena Podrecca & Gaetano Carmeci, 2001. "Fixed investment and economic growth: new results on causality," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 177-182.
    63. 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.
    64. Christophe Hurlin & Baptiste Venet, 2008. "Financial Development and Growth: A Re-Examination using a Panel Granger Causality Test," Working Papers halshs-00319995, HAL.
    65. Tatsuyoshi Miyakoshi & Yoshihiko Tsukuda, 2004. "The causes of the long stagnation in Japan," Applied Financial Economics, Taylor & Francis Journals, vol. 14(2), pages 113-120.
    66. Jochen Hartwig, 2008. "Productivity Growth In Service Industries: Are The Transatlantic Differences Measurement‐Driven?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(3), pages 494-505, September.
    67. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    68. Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70, pages 129-129.
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    3. Akinwande Atanda & Andrea Kutinova Menclova & W. Robert Reed, 2018. "Is health care infected by Baumol's cost disease? Test of a new model," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 832-849, May.
    4. Husain, Muhammad Jami, 2009. "Contribution of health to economic development: a survey and overview," Economics Discussion Papers 2009-40, Kiel Institute for the World Economy (IfW Kiel).
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    Keywords

    Human capital; health expenditure; 'Baumol's (Cost) Disease'; Panel Granger causality test;
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