IDEAS home Printed from https://ideas.repec.org/a/eee/poleco/v43y2016icp145-158.html
   My bibliography  Save this article

The political economy of public investment when population is aging: A panel cointegration analysis

Author

Listed:
  • 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 19 OECD countries between 1971 and 2007 that the share of elderly people and public investment rates are cointegrated, indicating a long-run relationship between them. Estimating this cointegration relationship via dynamic OLS (DOLS) 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 the literature on the determinants of public investment.

Suggested Citation

  • Jäger, Philipp & Schmidt, Torsten, 2016. "The political economy of public investment when population is aging: A panel cointegration analysis," European Journal of Political Economy, Elsevier, vol. 43(C), pages 145-158.
    • Handle: RePEc:eee:poleco:v:43:y:2016:i:c:p:145-158
    DOI: 10.1016/j.ejpoleco.2016.04.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0176268016300088
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ejpoleco.2016.04.004?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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 631-652, Special I.
    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. 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 653-670, Special I.
    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. Kao, Chihwa & Chiang, Min-Hsien & Chen, Bangtian, 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(0), pages 691-709, Special I.
    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.
    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. Vladimir Udalov, 2018. "Analysis of Individual Renewable Energy Support: An Enhanced Model," EIIW Discussion paper disbei245, Universitätsbibliothek Wuppertal, University Library.
    2. Costantini, Valeria & Sforna, Giorgia, 2020. "A dynamic CGE model for jointly accounting ageing population, automation and environmental tax reform. European Union as a case study," Economic Modelling, Elsevier, vol. 87(C), pages 280-306.
    3. Bom, Pedro R.D. & Erauskin, Iñaki, 2022. "Productive government investment and the labor share," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 347-363.
    4. Diego Martínez‐López, 2022. "Subnational borrowing and bailouts: When the federal government looks at the votes (differently) and its borrowing matters," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(3), pages 609-633, June.
    5. Mikkel Barslund & Lars Ludolph, 2019. "Could the decrease in Belgian government debt-servicing costs offset increased age-related expenditure?," Public Sector Economics, Institute of Public Finance, vol. 43(3), pages 225-246.
    6. Titl, Vitezslav & De Witte, Kristof, 2022. "How politics influence public good provision," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    7. Gupta, Sanjeev & Liu, Estelle X. & Mulas-Granados, Carlos, 2016. "Now or later? The political economy of public investment in democracies," European Journal of Political Economy, Elsevier, vol. 45(C), pages 101-114.
    8. Ardanaz, Martín & Izquierdo, Alejandro, 2017. "Current Expenditure Upswings in Good Times and Capital Expenditure Downswings in Bad Times?: New Evidence from Developing Countries," IDB Publications (Working Papers) 8558, Inter-American Development Bank.
    9. Tamai, Toshiki, 2023. "The rate of discount on public investments with future bias in an altruistic overlapping generations model," European Journal of Political Economy, Elsevier, vol. 79(C).
    10. Gerhard Schulz & Philipp Jäger & Torsten Schmidt & Erik Gawel & Thomas Puls & Gernot Sieg & Berthold U. Wigger & Alexander Eisenkop, 2018. "What Reforms Are Needed for a Sustainable and Soundly-Financed Transport Infrastructure," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 71(22), pages 03-22, November.
    11. Döhrn, Roland & Barabas, György & Fuest, Angela & Gebhardt, Heinz & an de Meulen, Philipp & Micheli, Martin & Rujin, Svetlana & Zwick, Lina, 2015. "Die wirtschaftliche Entwicklung im Inland: Kräftige Expansion - nachlassender Schub im kommenden Jahr," RWI Konjunkturberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, vol. 66(1), pages 43-107.
    12. Döhrn, Roland, 2019. "Fünftes Gesetz zur Änderung der Landeshaushaltsordnung (Drucksache 17/7318) (Umsetzung der grundgesetzlichen Schuldenbremse): Anhörung des Haushalts- und Finanzausschusses des Landtags Nordrhein-Westf," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 215905.
    13. Nazim Belhocine & La-Bhus Fah Jirasavetakul, 2020. "Lessons from Two Public Sector Reforms in Italy," IMF Working Papers 2020/040, International Monetary Fund.
    14. Andor, Mark A. & Schmidt, Christoph M. & Sommer, Stephan, 2018. "Climate Change, Population Ageing and Public Spending: Evidence on Individual Preferences," Ecological Economics, Elsevier, vol. 151(C), pages 173-183.
    15. Ardanaz, Martín & Izquierdo, Alejandro, 2022. "Current expenditure upswings in good times and public investment downswings in bad times? New evidence from developing countries," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 118-134.
    16. Roland Döhrn & György Barabas & Angela Fuest & Heinz Gebhardt & Philipp an de Meulen & Martin Micheli & Svetlana Rujin & Lina Zwick, 2015. "Die wirtschaftliche Entwicklung im Inland: Kräftige Expansion – nachlassender Schub im kommenden Jahr," RWI Konjunkturbericht, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, pages 65, 03.
    17. Katarzyna Maj-Waśniowska & Tomasz Jedynak, 2020. "The Issues and Challenges of Local Government Units in the Era of Population Ageing," Administrative Sciences, MDPI, vol. 10(2), pages 1-23, June.
    18. Margaret Antonicelli & Michele Rubino & Filomena Maggino, 2023. "Demographic and Economic Determinants of Digitalization in Healthcare: An Exploratory Analysis of the Italian Local Health Centers," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 529-552, September.
    19. Karel Brůna & Jiří Pour, 2023. "Population aging and structural over/underinvestment," Economic Change and Restructuring, Springer, vol. 56(4), pages 2339-2383, August.
    20. Ran Yu & Zhangchi Wang & Yan Li & Zuhui Wen & Weijia Wang, 2023. "Does Population Aging Affect Carbon Emission Intensity by Regulating Labor Allocation?," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    21. Jun Wen & Xiu-Yun Yang & Gen-Fu Feng & Bo Sui & Chun-Ping Chang, 2017. "The comovement between venture capital and innovation in China: what are the implications?," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2489-2506, November.

    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. repec:zbw:rwirep:0557 is not listed on IDEAS
    2. Philipp Jäger & Torsten Schmidt, 2015. "The Political Economy of Public Investment when Population is Aging – A Panel Cointegration Analysis," Ruhr Economic Papers 0557, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    3. Dierk Herzer & Holger Strulik, 2017. "Religiosity and income: a panel cointegration and causality analysis," Applied Economics, Taylor & Francis Journals, vol. 49(30), pages 2922-2938, June.
    4. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    5. Herzer, Dierk & Nunnenkamp, Peter, 2015. "Income inequality and health: Evidence from developed and developing countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-56.
    6. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    7. Nicole Grunewald & Inmaculada Martínez-Zarzoso, 2014. "Green Growth in Mexico, Brazil and Chile: Policy strategies and future prospects," Ibero America Institute for Econ. Research (IAI) Discussion Papers 229, Ibero-America Institute for Economic Research.
    8. 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.
    9. Valérie Mignon & Christophe Hurlin, 2007. "Une synthèse des tests de cointégration sur données de panel," Économie et Prévision, Programme National Persée, vol. 180(4), pages 241-265.
    10. Acikgoz, Senay & Ben Ali, Mohamed Sami, 2019. "Where does economic growth in the Middle Eastern and North African countries come from?," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 172-183.
    11. In Choi, 2013. "Panel Cointegration," Working Papers 1208, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    12. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    13. Omri, Anis, 2018. "Entrepreneurship, sectoral outputs and environmental improvement: International evidence," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 46-55.
    14. Dedeoğlu, Dinçer & Kaya, Hüseyin, 2013. "Energy use, exports, imports and GDP: New evidence from the OECD countries," Energy Policy, Elsevier, vol. 57(C), pages 469-476.
    15. Juan Carlos Aquino & N. R. Ramírez-Rondán, 2020. "Estimating factor shares from nonstationary panel data," Empirical Economics, Springer, vol. 58(5), pages 2353-2380, May.
    16. Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
    17. Herzer, Dierk, 2014. "Unions and income inequality: a heterogenous cointegration and causality analysis," Working Paper 146/2014, Helmut Schmidt University, Hamburg.
    18. Herzer, Dierk, 2013. "Cross-Country Heterogeneity and the Trade-Income Relationship," World Development, Elsevier, vol. 44(C), pages 194-211.
    19. Fantazzini , Dean, 2009. "Econometric Analysis of Financial Data in Risk Management," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 14(2), pages 100-127.
    20. 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.
    21. Kahia, Montassar & Ben Aïssa, Mohamed Safouane & Charfeddine, Lanouar, 2016. "Impact of renewable and non-renewable energy consumption on economic growth: New evidence from the MENA Net Oil Exporting Countries (NOECs)," Energy, Elsevier, vol. 116(P1), pages 102-115.

    More about this item

    Keywords

    Public investment; Population aging; Panel cointegration;
    All these keywords.

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • 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

    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:poleco:v:43:y:2016:i:c:p:145-158. 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/505544 .

    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.