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The Political Economy of Public Investment when Population is Aging – A Panel Cointegration Analysis

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  • Jäger, Philipp
  • Schmidt, Torsten

Abstract

Time preferences vary by age. Notably, according to experimental studies, senior citizens tend to discount future payoffs more heavily than working-age individuals. Based on these findings, we hypothesize that demographic change has contributed to the cut-back in government-financed investment that many advanced economies experienced over the last four decades. We demonstrate for a panel of 13 OECD countries between 1971 and 2007 that the share of elderly voters and public investment rates are cointegrated, indicating a long-run relationship between them. Estimating this cointegration relationship via pooled dynamic OLS (D-OLS) and fully modified OLS (FM-OLS) we find a negative and significant effect of population aging on public investment. Moreover, the estimation of an error correction model reveals long-run Granger causality running exclusively from aging to investment. Our results are robust to the inclusion of additional control variables typically considered in literature on the determinants of public investment.

Suggested Citation

  • Jäger, Philipp & Schmidt, Torsten, 2015. "The Political Economy of Public Investment when Population is Aging – A Panel Cointegration Analysis," Ruhr Economic Papers 557, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  • Handle: RePEc:zbw:rwirep:557
    DOI: 10.4419/86788638
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    1. Chihwa Kao & Min‐Hsien Chiang & Bangtian Chen, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 691-709, November.
    2. Herzer, Dierk & Nunnenkamp, Peter, 2013. "Private Donations, Government Grants, Commercial Activities, and Fundraising: Cointegration and Causality for NGOs in International Development Cooperation," World Development, Elsevier, vol. 46(C), pages 234-251.
    3. Gonzalez-Eiras, Martín & Niepelt, Dirk, 2012. "Ageing, government budgets, retirement, and growth," European Economic Review, Elsevier, vol. 56(1), pages 97-115.
    4. Mauro, Paolo & Romeu, Rafael & Binder, Ariel & Zaman, Asad, 2015. "A modern history of fiscal prudence and profligacy," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 55-70.
    5. Cattaneo, M. Alejandra & Wolter, Stefan C., 2009. "Are the elderly a threat to educational expenditures?," European Journal of Political Economy, Elsevier, vol. 25(2), pages 225-236, June.
    6. Sul, Donggyu, 2009. "Panel unit root tests under cross section dependence with recursive mean adjustment," Economics Letters, Elsevier, vol. 105(1), pages 123-126, October.
    7. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    8. Entorf, Horst, 1997. "Random walks with drifts: Nonsense regression and spurious fixed-effect estimation," Journal of Econometrics, Elsevier, vol. 80(2), pages 287-296, October.
    9. Emanuele Bacchiocchi & Elisa Borghi & Alessandro Missale, 2011. "Public Investment under Fiscal Constraints," Fiscal Studies, Institute for Fiscal Studies, vol. 32(1), pages 11-42, March.
    10. P. C. B. Phillips & S. N. Durlauf, 1986. "Multiple Time Series Regression with Integrated Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(4), pages 473-495.
    11. Luca Agnello & Nikola Altiparmakov & Michal Andrle & Maria Grazia Attinasi & Jan Babeck� & Salvador Barrios & John Bluedorn & Vladimir Borgy & Othman Bouabdallah & Andries Brandsma & Adi Brender & V, 2016. "Beyond the austerity dispute: new priorities for fiscal policy," Workshop and Conferences 20, Bank of Italy, Economic Research and International Relations Area.
    12. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    13. 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.
    14. Trostel, Philip A & Taylor, Grant A, 2001. "A Theory of Time Preference," Economic Inquiry, Western Economic Association International, vol. 39(3), pages 379-395, July.
    15. Tuomas Malinen, 2012. "Estimating the long-run relationship between income inequality and economic development," Empirical Economics, Springer, vol. 42(1), pages 209-233, February.
    16. Jan-Egbert Sturm & Jakob De Haan, 1998. "Public capital spending in The Netherlands: developments and explanations," Applied Economics Letters, Taylor & Francis Journals, vol. 5(1), pages 5-10.
    17. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    18. Schmidt, Torsten & Vosen, Simeon, 2013. "Demographic change and the labour share of income," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 26(1), pages 357-378.
    19. 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.
    20. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    21. Aaron Mehrotra & Timo Välilä, 2006. "Public Investment in Europe: Evolution and Determinants in perspective," Fiscal Studies, Institute for Fiscal Studies, vol. 27(4), pages 443-471, December.
    22. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    23. Dierk Herzer & Holger Strulik & Sebastian Vollmer, 2012. "The long-run determinants of fertility: one century of demographic change 1900–1999," Journal of Economic Growth, Springer, vol. 17(4), pages 357-385, December.
    24. Martin Wagner & Jaroslava Hlouskova, 2010. "The Performance of Panel Cointegration Methods: Results from a Large Scale Simulation Study," Econometric Reviews, Taylor & Francis Journals, vol. 29(2), pages 182-223, April.
    25. 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.
    26. 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.
    27. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    28. Laurence J. Kotlikoff & Robert W. Rosenthal, 1993. "Some Inefficiency Implications Of Generational Politics And Exchange," Economics and Politics, Wiley Blackwell, vol. 5(1), pages 27-42, March.
    29. Steven Craig & Robert P. Inman, 1986. "Education, Welfare and the "New" Federalism: State Budgeting in a Federalist Public Economy," NBER Chapters, in: Studies in State and Local Public Finance, pages 187-228, National Bureau of Economic Research, Inc.
    30. Samuel Preston, 1984. "Children and the elderly: Divergent paths for America’s dependents," Demography, Springer;Population Association of America (PAA), vol. 21(4), pages 435-457, November.
    31. Shelton, Cameron A., 2008. "The aging population and the size of the welfare state: Is there a puzzle?," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 647-651, April.
    32. James M. Poterba, 2001. "Demographic Structure And Asset Returns," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 565-584, November.
    33. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    34. Tim Krieger & Jens Ruhose, 2013. "Honey, I shrunk the kids’ benefits—revisiting intergenerational conflict in OECD countries," Public Choice, Springer, vol. 157(1), pages 115-143, October.
    35. Browning, Edgar K, 1975. "Why the Social Insurance Budget Is Too Large in a Democracy," Economic Inquiry, Western Economic Association International, vol. 13(3), pages 373-388, September.
    36. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long‐run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    37. Pedro R.D. Bom & Jenny E. Ligthart, 2014. "What Have We Learned From Three Decades Of Research On The Productivity Of Public Capital?," Journal of Economic Surveys, Wiley Blackwell, vol. 28(5), pages 889-916, December.
    38. James M. Poterba, 1997. "Demographic structure and the political economy of public education," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 16(1), pages 48-66.
    39. David Canning & Peter Pedroni, 2008. "Infrastructure, Long‐Run Economic Growth And Causality Tests For Cointegrated Panels," Manchester School, University of Manchester, vol. 76(5), pages 504-527, September.
    40. Jaroslava Hlouskova & Martin Wagner, 2006. "The Performance of Panel Unit Root and Stationarity Tests: Results from a Large Scale Simulation Study," Econometric Reviews, Taylor & Francis Journals, vol. 25(1), pages 85-116.
    41. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    42. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    43. Friedrich Heinemann, 2006. "Factor mobility, government debt and the decline in public investment," International Economics and Economic Policy, Springer, vol. 3(1), pages 11-26, April.
    44. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    45. Jef Vuchelen & Stijn Caekelbergh, 2010. "Explaining public investment in Western Europe," Applied Economics, Taylor & Francis Journals, vol. 42(14), pages 1783-1796.
    46. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    47. Shelton, Cameron A., 2008. "Addendum: The aging population and the size of the welfare state: Is there a puzzle? [Journal of Public Economics 92 (2008) 625-671]," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2282-2283, October.
    48. Keman, Hans, 2010. "Cutting Back Public Investment after 1980: Collateral Damage, Policy Legacies and Political Adjustment," Journal of Public Policy, Cambridge University Press, vol. 30(2), pages 163-182, August.
    49. Jakob Haan & Jan Sturm & Bernd Sikken, 1996. "Government capital formation: Explaining the decline," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 132(1), pages 55-74, March.
    50. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
    51. Alessandro Turrini, 2004. "Public investment and the EU fiscal framework," European Economy - Economic Papers 2008 - 2015 202, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    52. repec:bla:obuest:v:61:y:1999:i:0:p:691-709 is not listed on IDEAS
    53. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    54. Sturm, Jan-Egbert, 2001. "Determinants of public capital spending in less-developed countries," CCSO Working Papers 200107, University of Groningen, CCSO Centre for Economic Research.
    55. Jong-A-Pin, Richard & de Haan, Jakob, 2008. "Time-varying impact of public capital on output: New evidence based on VARs for OECD countries," EIB Papers 3/2008, European Investment Bank, Economics Department.
    56. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    57. Fabrizio Balassone & Daniele Franco, 2000. "Public investment, the Stability Pact and the ‘golden rule’," Fiscal Studies, Institute for Fiscal Studies, vol. 21(2), pages 207-229, June.
    58. Robert Inman, 1978. "Testing political economy’s ‘as if’ proposition: is the median income voter really decisive?," Public Choice, Springer, vol. 33(4), pages 45-65, December.
    59. Gonzalez Alegre, Juan & Kappeler, Andreas & Kolev, Atanas & Valila, Timo, 2008. "Composition of government investment in Europe: Some forensic evidence," EIB Papers 2/2008, European Investment Bank, Economics Department.
    60. Tito Boeri & Axel Börsch-Supan & Guido Tabellini, 2001. "Would you like to shrink the welfare state? A survey of European citizens," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 16(32), pages 08-50.
    61. repec:dgr:rugccs:200107 is not listed on IDEAS
    62. Tepe, Markus & Vanhuysse, Pieter, 2009. "Are Aging OECD Welfare States on the Path to Gerontocracy?," Journal of Public Policy, Cambridge University Press, vol. 29(1), pages 1-28, April.
    63. Read, Daniel & Read, N. L., 2004. "Time discounting over the lifespan," Organizational Behavior and Human Decision Processes, Elsevier, vol. 94(1), pages 22-32, May.
    64. Harris, Amy Rehder & Evans, William N. & Schwab, Robert M., 2001. "Education spending in an aging America," Journal of Public Economics, Elsevier, vol. 81(3), pages 449-472, September.
    65. 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.
    66. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    67. 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.
    68. Sanz, Ismael & Velazquez, Francisco J., 2007. "The role of ageing in the growth of government and social welfare spending in the OECD," European Journal of Political Economy, Elsevier, vol. 23(4), pages 917-931, December.
    69. Helmut Herwartz & Bernd Theilen, 2014. "Health Care And Ideology: A Reconsideration Of Political Determinants Of Public Healthcare Funding In The Oecd," Health Economics, John Wiley & Sons, Ltd., vol. 23(2), pages 225-240, February.
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    More about this item

    Keywords

    public investment; population aging; panel cointegration;
    All these keywords.

    JEL classification:

    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

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