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

  • Österholm, Pär


    (Department of Economics)

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.

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Paper provided by Uppsala University, Department of Economics in its series Working Paper Series with number 2004:13.

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Length: 32 pages
Date of creation: 07 Sep 2004
Date of revision:
Handle: RePEc:hhs:uunewp:2004_013
Contact details of provider: Postal: Department of Economics, Uppsala University, P. O. Box 513, SE-751 20 Uppsala, Sweden
Phone: + 46 18 471 25 00
Fax: + 46 18 471 14 78
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  1. Kaddour Hadri, 1999. "Testing For Stationarity In Heterogeneous Panel Data," Research Papers 1999_04, University of Liverpool Management School.
  2. 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.
  3. Dahlberg, Matz & Mörk, Eva & Ågren, Hanna, 2004. "Do Politicians’ Preferences Correspond to those of the Voters? An Investigation of Political Representation," Working Paper Series 2004:2, Uppsala University, Department of Economics.
  4. 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.
  5. Ron Smith & Ana-Maria Fuertes & Jerry Coakley, 2001. "Small Sample Properties of Panel Time-series Estimators with I(1) Errors," Working Papers wp01-08, Warwick Business School, Finance Group.
  6. Taylor, A.M., 1991. "Capital Flows to the New World as an Intergenerational Transfer," Harvard Institute of Economic Research Working Papers 1579, Harvard - Institute of Economic Research.
  7. Kolm, Ann-Sofie & Larsen, Birthe, 2003. "Does Tax Evation Affect Unemployment and Educational Choice?," Working Paper Series 2003:22, Uppsala University, Department of Economics.
  8. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Centre de Recherche en Economie et Statistique.
  9. Jeroen J.M. Kremers & Neil R. Ericsson & Juan J. Dolado, 1992. "The power of cointegration tests," International Finance Discussion Papers 431, Board of Governors of the Federal Reserve System (U.S.).
  10. Peter C.B. Phillips & Hyungsik R. Moon, 1999. "Nonstationary Panel Data Analysis: An Overview of Some Recent Developments," Cowles Foundation Discussion Papers 1221, Cowles Foundation for Research in Economics, Yale University.
  11. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
  12. Lindh, Thomas & Malmberg, Bo, 2000. "Can age structure forecast inflation trends?," Journal of Economics and Business, Elsevier, vol. 52(1-2), pages 31-49.
  13. Richard Blundell & Steve Bond, 1999. "GMM estimation with persistent panel data: an application to production functions," IFS Working Papers W99/04, Institute for Fiscal Studies.
  14. Haug, A.A., 1992. "Tests for Cointegration: A Monte Carlo Comparison," Papers 93-2, York (Canada) - Department of Economics.
  15. Lindvall, Lars, 2003. "Does Public Spending on Youths Affect Crime Rates?," Working Paper Series 2004:3, Uppsala University, Department of Economics.
  16. O'Connell, Paul G. J., 1998. "The overvaluation of purchasing power parity," Journal of International Economics, Elsevier, vol. 44(1), pages 1-19, February.
  17. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68, pages 571.
  18. Ken Froot & Kenneth Rogoff, . "Perspectives on PPP and Long-Run Real Exchange Rates," Working Paper 32027, Harvard University OpenScholar.
  19. Pedroni, Peter, 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(0), pages 653-70, Special I.
  20. Herbertsson, Tryggvi Thor & Zoega, Gylfi, 1999. "Trade surpluses and life-cycle saving behaviour," Economics Letters, Elsevier, vol. 65(2), pages 227-237, November.
  21. 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.
  22. Rolf Larsson & Johan Lyhagen, 2000. "Likelihood-Based Inference in Multivariate Panel Cointegration Models," Econometric Society World Congress 2000 Contributed Papers 1313, Econometric Society.
  23. Edmond, Chris, 2001. "Some Panel Cointegration Models of International R&D Spillovers," Journal of Macroeconomics, Elsevier, vol. 23(2), pages 241-260, April.
  24. Butler, Alison & Dueker, Michael, 1999. "Does foreign innovation affect domestic wage inequality?," Journal of International Economics, Elsevier, vol. 47(1), pages 61-89, February.
  25. Sarantis, Nicholas & Stewart, Chris, 2001. "Saving Behaviour in OECD Countries: Evidence from Panel Cointegration Tests," Manchester School, University of Manchester, vol. 69(0), pages 22-41, Supplemen.
  26. Maddala, G S & Wu, Shaowen, 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(0), pages 631-52, Special I.
  27. Gottfries, Nils, 2003. "Booms and Busts in EMU," Working Paper Series 2003:29, Uppsala University, Department of Economics.
  28. Abuaf, Niso & Jorion, Philippe, 1990. " Purchasing Power Parity in the Long Run," Journal of Finance, American Finance Association, vol. 45(1), pages 157-74, March.
  29. Ray C. Fair & Kathryn M. Dominguez, 1987. "Effects of the Changing U.S. Age Distribution on Macroeconomic Equations," Cowles Foundation Discussion Papers 839, Cowles Foundation for Research in Economics, Yale University.
  30. 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.
  31. Bertil Holmlund, 2004. "Sickness Absence and Search Unemployment," CESifo Working Paper Series 1227, CESifo Group Munich.
  32. 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.
  33. 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 235-43, April.
  34. 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.
  35. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70, pages 9.
  36. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
  37. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
  38. Savvidou, Eleni, 2003. "The Relationship Between Skilled Labor and Technical Change," Working Paper Series 2003:27, Uppsala University, Department of Economics.
  39. Leff, Nathaniel H, 1969. "Dependency Rates and Savings Rates," American Economic Review, American Economic Association, vol. 59(5), pages 886-96, December.
  40. Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. 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.
  46. Banerjee, Anindya, 1999. " Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 607-29, Special I.
  47. Eklöf, Matias & Hallberg, Daniel, 2004. "Private Alternatives and Early Retirement Programs," Working Paper Series 2004:5, Uppsala University, Department of Economics.
  48. 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.
  49. 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.
  50. 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.
  51. Andersson, A. & Osterholm, P., 2001. "The Impact of Demography on the Real Exchange Rate," Papers 2001-11, Uppsala - Working Paper Series.
  52. Andersson, Andreas & Österholm, Pär, 2001. "The Impact of Demography on the Real Exchange Rate," Working Paper Series 2001:11, Uppsala University, Department of Economics.
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