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Cross–Country Dependence, Heterogeneity and the Growth Effects of Military Spending

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  • Kyriakos Emmanouilidis
  • Christos Karpetis

Abstract

Until today, the great majority of the relevant literature is dominated by growth models that assume common structural parameters and Total Factor Productivity (TFP) evolution across countries. In the context of the modified Solow convergence equation, the role of the present paper is to highlight the importance of incorporating cross–country differences, both in observables and unobservables, in the investigation of the defense–growth nexus. Special attention is paid to the heterogeneity in TFP growth and the cross–country dependence induced by global shocks. Furthermore, it analyzes the econometric issues involved by providing a brief review of various heterogeneous dynamic panel estimators. The presented estimators are then applied to two alternative panel specifications of the Solow model. Overall, the empirical application revealed that the Dynamic Common Correlated Effects (DCCE) estimator seems to be the most reliable option among the various dynamic panel estimators employed.

Suggested Citation

  • Kyriakos Emmanouilidis & Christos Karpetis, 2022. "Cross–Country Dependence, Heterogeneity and the Growth Effects of Military Spending," Defence and Peace Economics, Taylor & Francis Journals, vol. 33(7), pages 842-856, October.
  • Handle: RePEc:taf:defpea:v:33:y:2022:i:7:p:842-856
    DOI: 10.1080/10242694.2021.1893454
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    1. Kyriakos Emmanouilidis & Christos Karpetis, 2020. "The Defense–Growth Nexus: A Review of Time Series Methods and Empirical Results," Defence and Peace Economics, Taylor & Francis Journals, vol. 31(1), pages 86-104, January.
    2. Giorgio d’Agostino & John Paul Dunne & Luca Pieroni, 2019. "Military Expenditure, Endogeneity and Economic Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(5), pages 509-524, July.
    3. Ryan A. Compton & Bryan Paterson, 2016. "Military Spending and Growth: The Role of Institutions," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(3), pages 301-322, June.
    4. Coakley, Jerry & Fuertes, Ana-Maria & Smith, Ron, 2006. "Unobserved heterogeneity in panel time series models," Computational Statistics & Data Analysis, Elsevier, vol. 50(9), pages 2361-2380, May.
    5. 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.
    6. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    7. Eftychia Nikolaidou, 2012. "Defence Spending, Economic Growth, Corruption And Inequality," Defence and Peace Economics, Taylor & Francis Journals, vol. 23(6), pages 533-535, December.
    8. 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.
    9. Vusal Musayev, 2016. "Externalities in Military Spending and Growth: The Role of Natural Resources as a Channel through Conflict," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(3), pages 378-391, June.
    10. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    11. Dakurah, A. Henry & Davies, Stephen P. & Sampath, Rajan K., 2001. "Defense spending and economic growth in developing countries: A causality analysis," Journal of Policy Modeling, Elsevier, vol. 23(6), pages 651-658, August.
    12. Gerdie Everaert & Tom De Groote, 2016. "Common Correlated Effects Estimation of Dynamic Panels with Cross-Sectional Dependence," Econometric Reviews, Taylor & Francis Journals, vol. 35(3), pages 428-463, March.
    13. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    14. Durlauf, Steven N. & Kourtellos, Andros & Minkin, Artur, 2001. "The local Solow growth model," European Economic Review, Elsevier, vol. 45(4-6), pages 928-940, May.
    15. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    16. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    17. Sefa Awaworyi Churchill & Siew Ling Yew, 2018. "The effect of military expenditure on growth: an empirical synthesis," Empirical Economics, Springer, vol. 55(3), pages 1357-1387, November.
    18. 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.
    19. Ünal Töngür & Adem Yavuz Elveren, 2017. "The nexus of economic growth, military expenditures, and income inequality," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(4), pages 1821-1842, July.
    20. Malcolm Knight & Norman Loayza & Delano Villanueva, 1996. "The Peace Dividend: Military Spending Cuts and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 1-37, March.
    21. Vasilis Sarafidis & Donald Robertson, 2009. "On the impact of error cross-sectional dependence in short dynamic panel estimation," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 62-81, March.
    22. J. Paul Dunne & Ron P. Smith, 2020. "Military Expenditure, Investment and Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 31(6), pages 601-614, August.
    23. 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.
    24. Alptekin, Aynur & Levine, Paul, 2012. "Military expenditure and economic growth: A meta-analysis," European Journal of Political Economy, Elsevier, vol. 28(4), pages 636-650.
    25. Giorgio d’Agostino & J. Paul Dunne & Luca Pieroni, 2017. "Does Military Spending Matter for Long-run Growth?," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(4), pages 429-436, July.
    26. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    27. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    28. Hou Na & Chen Bo, 2014. "Military Spending and Economic Growth in An Augmented Solow Model: A Panel Data Investigation for OECD Countries," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 20(3), pages 1-15, August.
    29. Pavel Yakovlev, 2007. "Arms Trade, Military Spending, And Economic Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 18(4), pages 317-338.
    30. Julien Malizard, 2016. "Military expenditure and economic growth in the European Union: Evidence from SIPRI’s extended dataset," Economics of Peace and Security Journal, EPS Publishing, vol. 11(2), pages 38-44, October.
    31. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    32. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    33. Giorgio d’Agostino & J. Paul Dunne & Marco Lorusso & Luca Pieroni, 2020. "Military Spending, Corruption, Persistence and Long Run Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 31(4), pages 423-433, June.
    34. J. Paul Dunne & Nan Tian, 2015. "Military Expenditure, Economic Growth and Heterogeneity," Defence and Peace Economics, Taylor & Francis Journals, vol. 26(1), pages 15-31, February.
    35. Nikolaos Mylonidis, 2008. "Revisiting The Nexus Between Military Spending And Growth In The European Union," Defence and Peace Economics, Taylor & Francis Journals, vol. 19(4), pages 265-272.
    36. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    37. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    38. Eftychia Nikolaidou, 2016. "Greece, Portugal, Spain: New evidence on the economic effects of military expenditure using the new SIPRI data," Economics of Peace and Security Journal, EPS Publishing, vol. 11(2), pages 20-27, October.
    39. John Paul Dunne, 2012. "Military Spending, Growth, Development And Conflict," Defence and Peace Economics, Taylor & Francis Journals, vol. 23(6), pages 549-557, December.
    40. Na Hou & Bo Chen, 2013. "Military Expenditure And Economic Growth In Developing Countries: Evidence From System Gmm Estimates," Defence and Peace Economics, Taylor & Francis Journals, vol. 24(3), pages 183-193, June.
    41. Natalia Utrero-González & Jana Hromcová & Francisco J. Callado-Muñoz, 2019. "Defence Spending, Institutional Environment and Economic Growth: Case of NATO," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(5), pages 525-548, July.
    42. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    43. J. Paul Dunne & Ron Smith & Dirk Willenbockel, 2005. "Models Of Military Expenditure And Growth: A Critical Review," Defence and Peace Economics, Taylor & Francis Journals, vol. 16(6), pages 449-461.
    44. J. Paul Dunne & Nan Tian, 2016. "Military expenditure and economic growth, 1960–2014," Economics of Peace and Security Journal, EPS Publishing, vol. 11(2), pages 50-56, October.
    45. Elisa Cavatorta & Ron P. Smith, 2017. "Factor Models in Panels with Cross-sectional Dependence: An Application to the Extended SIPRI Military Expenditure Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(4), pages 437-456, July.
    46. Nusrate Aziz & M. Niaz Asadullah, 2017. "Military spending, armed conflict and economic growth in developing countries in the post-Cold War era," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(1), pages 47-68, January.
    47. Andrew Phiri, 2019. "Does Military Spending Nonlinearly Affect Economic Growth in South Africa?," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(4), pages 474-487, June.
    48. Hamid E. Ali & Omnia A. Abdellatif, 2015. "Military Expenditures and Natural Resources: Evidence from Rentier States in the Middle East and North Africa," Defence and Peace Economics, Taylor & Francis Journals, vol. 26(1), pages 5-13, February.
    49. Christos Kollias & Suzanna-Maria Paleologou, 2019. "Military spending, economic growth and investment: a disaggregated analysis by income group," Empirical Economics, Springer, vol. 56(3), pages 935-958, March.
    50. Duygu Yolcu Karadam & Jülide Yildirim & Nadir Öcal, 2017. "Military expenditure and economic growth in Middle Eastern countries and Turkey: a non-linear panel data approach," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(6), pages 719-730, November.
    51. Giorgio d'Agostino & Luca Pieroni & J Paul Dunne, 2010. "Assessing the Effects of Military Expenditure on Growth," Working Papers 1012, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    52. John Paul Dunne & Eftychia Nikolaidou, 2012. "Defence Spending And Economic Growth In The Eu15," Defence and Peace Economics, Taylor & Francis Journals, vol. 23(6), pages 537-548, December.
    53. Jülide Yildirim & Nadir Öcal, 2016. "Military expenditures, economic growth and spatial spillovers," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(1), pages 87-104, February.
    54. repec:hal:journl:peer-00796743 is not listed on IDEAS
    55. Tsai-Yuan Huang & Po-Chin Wu & Shiao-Yen Liu, 2017. "Defense–Growth Causality: Considerations of Regime-Switching and Time- and Country-Varying Effects," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(5), pages 568-584, September.
    56. Christos Kollias & Suzanna-Maria Paleologou, 2016. "Investment, growth, and defense expenditure in the EU15: Revisiting the nexus using SIPRI’s new consistent dataset," Economics of Peace and Security Journal, EPS Publishing, vol. 11(2), pages 28-37, October.
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