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Estimating the Relationship between Age Structure and GDP in the OECD Using Panel Cointegration Methods

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  • Österholm, Pär

    (Department of Economics)

Abstract

Economic theory suggests that variations in countries’ age structure should affect the economy on an aggregate level. This paper investigates the relationship between age structure and GDP in 20 OECD countries using annual data from 1970 to 1999. Using new methodology, the relationship between the variables can be formulated in levels despite the presence of unit roots in the time series. Applying two panel cointegration tests proposed by Pedroni (1995, 1997a, 1999), support is found for a long run relationship between GDP and the number of people in five different age groups. Coefficient estimates from panel regressions support effects in line with the life cycle hypothesis and human capital theory; children and retirees are found to have a negative or relatively smaller positive effect on GDP than productive age groups.

Suggested Citation

  • Österholm, Pär, 2004. "Estimating the Relationship between Age Structure and GDP in the OECD Using Panel Cointegration Methods," Working Paper Series 2004:13, Uppsala University, Department of Economics.
    • Handle: RePEc:hhs:uunewp:2004_013
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    1. Holmlund, Bertil, 2004. "Sickness Absence and Search Unemployment," Working Paper Series 2004:6, Uppsala University, Department of Economics.
    2. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    3. Hanna Ågren & Matz Dahlberg & Eva Mörk, 2007. "Do politicians’ preferences correspond to those of the voters? An investigation of political representation," Public Choice, Springer, vol. 130(1), pages 137-162, January.
    4. Fair, Ray C & Dominguez, Kathryn M, 1991. "Effects of the Changing U.S. Age Distribution on Macroeconomic Equations," American Economic Review, American Economic Association, vol. 81(5), pages 1276-1294, December.
    5. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    6. Anindya Banerjee, 1999. "Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 607-629, November.
    7. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    8. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    9. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    10. Taylor, Alan M & Williamson, Jeffrey G, 1994. "Capital Flows to the New World as an Intergenerational Transfer," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 348-371, April.
    11. Edmond, Chris, 2001. "Some Panel Cointegration Models of International R&D Spillovers," Journal of Macroeconomics, Elsevier, vol. 23(2), pages 241-260, April.
    12. Kolm, Ann-Sofie & Larsen, Birthe, 2003. "Does Tax Evation Affect Unemployment and Educational Choice?," Working Paper Series 2003:22, Uppsala University, Department of Economics.
    13. Haug, Alfred A., 1996. "Tests for cointegration a Monte Carlo comparison," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 89-115.
    14. Klaus Neusser & Maurice Kugler, 1998. "Manufacturing Growth And Financial Development: Evidence From Oecd Countries," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 638-646, November.
    15. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    16. Andersson, Andreas & Österholm, Pär, 2001. "The Impact of Demography on the Real Exchange Rate," Working Paper Series 2001:11, Uppsala University, Department of Economics.
    17. Hedström, Peter & Kolm, Ann-Sofie & Åberg, Yvonne, 2003. "Social interactions and unemployment," Working Paper Series 2003:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    18. Chihwa Kao & Min-Hsien Chiang, 1997. "On the Estimation and Inference of a Cointegrated Regression in Panel Data," Econometrics 9703001, University Library of Munich, Germany.
    19. McMillan, Henry M. & Baesel, Jerome B., 1990. "The macroeconomic impact of the baby boom generation," Journal of Macroeconomics, Elsevier, vol. 12(2), pages 167-195.
    20. Abuaf, Niso & Jorion, Philippe, 1990. "Purchasing Power Parity in the Long Run," Journal of Finance, American Finance Association, vol. 45(1), pages 157-174, March.
    21. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    22. Nicholas Sarantis & Chris Stewart, 2001. "Saving Behaviour in OECD Countries: Evidence from Panel Cointegration Tests," Manchester School, University of Manchester, vol. 69(s1), pages 22-41.
    23. Froot, Kenneth A. & Rogoff, Kenneth, 1995. "Perspectives on PPP and long-run real exchange rates," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 32, pages 1647-1688, Elsevier.
    24. Fabian BORNHORST, 2003. "On the use of panel unit root tests on cross-sectionally dependent data: an application to PPP," Economics Working Papers ECO2003/24, European University Institute.
    25. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    26. Thomas Aronsson & Sören Blomquist, 2008. "Redistribution and Provision of Public Goods in an Economic Federation," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 10(1), pages 125-143, February.
    27. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    28. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    29. G. M. Grossman & K. Rogoff (ed.), 1995. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 3, number 3.
    30. Peter Phillips & Hyungsik Moon, 2000. "Nonstationary panel data analysis: an overview of some recent developments," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 263-286.
    31. Herbertsson, Tryggvi Thor & Zoega, Gylfi, 1999. "Trade surpluses and life-cycle saving behaviour," Economics Letters, Elsevier, vol. 65(2), pages 227-237, November.
    32. Bahmani-Oskooee, Mohsen & Miteza, Ilir & Nasir, A. B. M., 2002. "The long-run relation between black market and official exchange rates: evidence from panel cointegration," Economics Letters, Elsevier, vol. 76(3), pages 397-404, August.
    33. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    34. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
    35. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    36. Lindh, Thomas & Malmberg, Bo, 2000. "Can age structure forecast inflation trends?," Journal of Economics and Business, Elsevier, vol. 52(1-2), pages 31-49.
    37. Hulten, Charles R & Wykoff, Frank C, 1996. "Issues in the Measurement of Economic Depreciation: Introductory Remarks," Economic Inquiry, Western Economic Association International, vol. 34(1), pages 10-23, January.
    38. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    39. Larsson, Rolf & Lyhagen, Johan, 1999. "Likelihood-Based Inference in Multivariate Panel Cointegration Models," SSE/EFI Working Paper Series in Economics and Finance 331, Stockholm School of Economics.
    40. Peter C. B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
    41. Gottfries, Nils, 2003. "Booms and Busts in EMU," Working Paper Series 2003:29, Uppsala University, Department of Economics.
    42. Leff, Nathaniel H, 1969. "Dependency Rates and Savings Rates," American Economic Review, American Economic Association, vol. 59(5), pages 886-896, December.
    43. Song, Frank M & Wu, Yangru, 1997. "Hysteresis in Unemployment: Evidence from 48 U.S. States," Economic Inquiry, Western Economic Association International, vol. 35(2), pages 235-243, April.
    44. repec:bla:manchs:v:69:y:2001:i:0:p:22-41 is not listed on IDEAS
    45. Andersson, A. & Osterholm, P., 2001. "The Impact of Demography on the Real Exchange Rate," Papers 2001-11, Uppsala - Working Paper Series.
    46. Lundin, Magnus & Gottfries, Nils & Lindström, Tomas, 2004. "Price and Investment Dynamics: An Empirical Analysis of Plant Level Data," Working Paper Series 2004:7, Uppsala University, Department of Economics.
    47. Thomas Lindh, 2004. "Medium-term forecasts of potential GDP and inflation using age structure information," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(1), pages 19-49.
    48. O'Connell, Paul G. J., 1998. "The overvaluation of purchasing power parity," Journal of International Economics, Elsevier, vol. 44(1), pages 1-19, February.
    49. Jerry Coakley, Ana-Maria Fuertes, Ron Smith, 2001. "Small sample properties of panel time-series estimators with I(1) errors," Computing in Economics and Finance 2001 191, Society for Computational Economics.
    50. Lindvall, Lars, 2003. "Does Public Spending on Youths Affect Crime Rates?," Working Paper Series 2004:3, Uppsala University, Department of Economics.
    51. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    52. Lenehan, A. J., 1996. "The macroeconomic effects of the postwar baby boom: Evidence from Australia," Journal of Macroeconomics, Elsevier, vol. 18(1), pages 155-169.
    53. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    54. repec:bla:obuest:v:61:y:1999:i:0:p:607-29 is not listed on IDEAS
    55. Lindh, Thomas & Malmberg, Bo, 2002. "Swedish post-war economic development. The role of age structure in a welfare state," Arbetsrapport 2003:4, Institute for Futures Studies.
    56. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    57. Ragnar Bentzel & Lennart Berg, 1983. "The Role of Demographic Factors as a Determinant of Savings in Sweden," International Economic Association Series, in: Franco Modigliani & Richard Hemming (ed.), The Determinants of National Saving and Wealth, chapter 7, pages 152-179, Palgrave Macmillan.
    58. Eklöf, Matias & Hallberg, Daniel, 2004. "Private Alternatives and Early Retirement Programs," Working Paper Series 2004:5, Uppsala University, Department of Economics.
    59. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    60. Butler, Alison & Dueker, Michael, 1999. "Does foreign innovation affect domestic wage inequality?," Journal of International Economics, Elsevier, vol. 47(1), pages 61-89, February.
    61. Savvidou, Eleni, 2003. "The Relationship Between Skilled Labor and Technical Change," Working Paper Series 2003:27, Uppsala University, Department of Economics.
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    Cited by:

    1. de la Croix, David & Lindh, Thomas & Malmberg, Bo, 2009. "Demographic change and economic growth in Sweden: 1750-2050," Journal of Macroeconomics, Elsevier, vol. 31(1), pages 132-148, March.
    2. DE LA CROIX, David & LINDH, Thomas & MALMBERG, Bo, 2006. "Growth and longevity from the industrial revolution to the future of an aging society," LIDAM Discussion Papers CORE 2006064, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    3. Stanislav E. Shmelev & Nathan Lefievre & Nadim Saadi & Irina A. Shmeleva, 2023. "Interdisciplinary Linkages among Sustainability Dimensions in the Context of European Cities and Regions Research," Sustainability, MDPI, vol. 15(20), pages 1-28, October.
    4. Berg, Lennart & Berger, Tommy, 2005. "The Q theory and the Swedish housing market –an empirical test," Working Paper Series 2005:19, Uppsala University, Department of Economics.
    5. Hwa-Taek Lee & Gawon Yoon, 2013. "Does purchasing power parity hold sometimes? Regime switching in real exchange rates," Applied Economics, Taylor & Francis Journals, vol. 45(16), pages 2279-2294, June.

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    More about this item

    Keywords

    Age structure; GDP; Panel cointegration;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

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