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Yıl 2025, Cilt: 32 Sayı: 3, 407 - 424, 25.09.2025
https://doi.org/10.18657/yonveek.1710880

Öz

Proje Numarası

yok

Kaynakça

  • Abizadeh, S. and Yousefi, M. (1988). An empirical re-examination of Wagner's law. Economics Letters, Vol. 26, Iss. 2, 169-173.
  • Abu-Eideh, O. M. (2015). Causality between public expenditure and GDP growth in Palestine: An econometric analysis of Wagner’s law. Journal of Economics and Sustainable Development, Vol. 6, Iss. 2, 189-199.
  • Afonso, A. and Alves, J. (2017). Reconsidering Wagner’s law: evidence from the functions of the government. Applied Economics Letters, Vol. 24, Iss. 5, 346-350.
  • Akçay, S. (2019). Does oil price asymmetrically impact remittance outflows? The case of Oman. Review of Middle East Economics and Finance, Vol. 15, Iss. 2.
  • Akinlo, A. E. and Jemiluyi, O. O. (2018). Government expenditure and economic growth nexus in Nigeria: Evidence from nonlinear ARDL and causality approaches. Review of Innovation and Competitiveness, Vol. 24, Iss. 5, 346-350.
  • Al-Fawwaz, T. M. (2016). The impact of government expenditures on economic growth in Jordan (1980-2013). International Business Research, Vol. 9, Iss. 1, 99-105.
  • Aregbeyen, O. (2006). Cointegration, causality and Wagner's law: a test for Nigeria, 1970-2003. Economic and Financial Review, Vol. 44, Iss. 2, 1-22.
  • Arestis, P., Sen, H. and Kaya, A. (2021). On the linkage between government expenditure and output: Empirics of the Keynesian view versus Wagner’s law. Economic Change and Restructuring, Vol. 54, Iss. 2, 265-303.
  • Babatunde, M. A. (2011). A bound testing analysis of Wagner’s law in Nigeria: 1970–2006. Applied Economics, Vol. 43, Iss. 21, 2843-2850.
  • Balkı, A. and Göksu, S. (2023). The Relationship Between Public Expenditures and Economic Growth in the Scope of Economic Classification: The Case of Türkiye. Panoeconomicus. https://doi.org/10.2298/PAN220925006B
  • Barro, R. J. (1990). Government spending in a simple model of endogenous growth. Journal of Political Economy, Vol. 98, Iss. 2, 103-125.
  • Bazán, C., Álvarez-Quiroz, V. J. and Olivares, Y. M. (2022). Wagner’s law vs. Keynesian hypothesis: Dynamic impacts. Sustainability, Vol. 14, 1-25.
  • Bird, R. M. (1971). Wagner's law of expanding state activity. Public finance = Finances publiques, Vol. 26, Iss. 1, 1-26.
  • Bose, N., Haque, M. E. and Osborn, D. R. (2007). Public expenditure and economic growth: A disaggregated analysis for developing countries. The Manchester School, Vol. 75, Iss. 5, 533-556.
  • Broock, W. A., Scheinkman, J. A., Dechert, W. D. and LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric reviews, Vol. 15, Iss. 3, 197-235.
  • Burney, N. A. (2002). Wagner's hypothesis: Evidence from Kuwait using cointegration tests. Applied Economics, Vol. 34, Iss. 1, 49-57.
  • Chang, T. (2002). An econometric test of Wagner's law for six countries based on cointegration and error-correction modelling techniques. Applied Economics, Vol. 34, Iss. 9, 1157-1169.
  • Christie, T. (2014). The effect of government spending on economic growth: Testing the non-linear hypothesis. Bulletin of Economic Research, Vol. 66, Iss. 2, 183-204.
  • Colombier, C. (2011). Does the composition of public expenditure affect economic growth? Evidence from the Swiss case. Applied Economics Letters, Vol. 18, Iss. 16, 1583-1589.
  • Dahmani, M. D., Bendahmane, A. and Chenini, M. (2021). Revisiting the validity of Wagner's law in Algeria during 1970-2018: New evidence from linear and nonlinear models. Journal of Finance, Investment and Sustainable Development, Vol. 6, Iss. 2, 457-476.
  • Dickey, D. A. and Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, Vol. 74, Iss. 366, 427-431.
  • Dritsakis, N. and Adamopoulos, A. (2004). A causal relationship between government spending and economic development: An empirical examination of the Greek economy. Applied Economics, Vol. 36, Iss. 5, 457-464.
  • Engle, R. F. and Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, Vol. 55, Iss. 2, 251-276.
  • Fedeli, S. (2015). The impact of GDP on health care expenditure: The case of Italy (1982–2009). Social Indicators Research, Vol. 122, 347-370.
  • Govdeli, T. (2019). Public expenditures and economic growth: Empiric analysis of Wagner law and Keynesian hypothesis in Turkey. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Vol. 33, Iss. 3, 995-1010.
  • Gurdal, T., Aydin, M. and Inal, V. (2021). The relationship between tax revenue, government expenditure, and economic growth in G7 countries: New evidence from time and frequency domain approaches. Economic Change and Restructuring, Vol. 54, 305-337.
  • Halicioglu, F. (2003). Testing Wagner's law for Turkey, 1960-2000. Review of Middle East Economics and Finance, Vol. 1, Iss. 2, 129-140.
  • Henrekson, M. (1993). Wagner’s law-a spurious relationship. Public Finance, Vol. 48, Iss. 3, 406-415.
  • Husnain, M. I. (2011). Keynes versus Wagner: Aggregated and disaggregated analysis of public expenditure in selected South Asian Countries. International Research Journal of Finance and Economics, Vol. 67, 46-53.
  • Iqbal, Z. and Zahid, G. M. (1998). Macroeconomic determinants of economic growth in Pakistan. The Pakistan Development Review, Vol. 37, Iss. 2, 125-148.
  • Irandoust, M. (2019). Wagner on government spending and national income: A new look at an old relationship. Journal of Policy Modeling, Vol. 41, Iss. 4, 636-646.
  • Irmen, A. and Kuehnel, J. (2009). Productive government expenditure and economic growth. Journal of Economic Surveys, Vol. 23, Iss. 4, 692-733.
  • Islam, A. M. (2001). Wagner’s law revisited: Cointegration and exogeneity tests for the USA. Applied Economics, Vol. 8, Iss. 8, 509-515.
  • Iyare, S. O. and Lorde, T. (2004). Co-integration, causality and Wagner’s law: Tests for selected Caribbean countries. Applied Economics Letters, Vol. 11, Iss. 13, 815-825.
  • Jaén-Garcia, M. (2020). A review of Wagner’s law with disaggregated data for Spain. Applied Economics Quarterly, Vol. 66, Iss. 1, 65-92.
  • Keynes, J. M. (1936). The general theory of employment, interest and money. London: Palgrave Macmillan.
  • Kónya, L. and Abdullaev, B. (2018). An attempt to restore Wagner’s law of increasing state activity. Empirical Economics, Vol. 55, Iss. 4, 1569-1583.
  • Kumar, S., Webber, D. J. and Fargher, S. (2012). Wagner's law revisited: Cointegration and causality tests for New Zealand. Applied Economics, Vol. 44, Iss. 5, 607-616.
  • Lamartina, S. and Zaghini, A. (2008). Increasing public expenditures: Wagner's law in OECD countries. Center for Financial Studies Working Paper, No: 13.
  • Lee, J. and Strazicich, M. C. (2003). Minimum lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, Vol. 85, Iss. 4, 1082-1089.
  • Leshoro, T. L. A. (2017). An empirical analysis of disaggregated government expenditure and economic growth in South Africa. Unisa Economic Research Working Paper, No: 10/2017.
  • Lucas, R. E. Jr. (1988). On the mechanics of economic development. Journal of Monetary Economics, Vol. 22, Iss. 1, 3-42.
  • Lupu, D., Petrisor, M. B., Bercu, A. and Tofan, M. (2018). The impact of public expenditures on economic growth: A case study of Central and Eastern European countries. Emerging Markets Finance and Trade, Vol. 54, Iss. 3, 552-570.
  • Magazzino, C. (2012). Wagner versus Keynes: Public spending and national income in Italy. Journal of Policy Modeling, Vol. 34, Iss. 6, 890-905.
  • Mann, A. J. (1980). Wagner’s law: An econometric test for Mexico, 1925-1976. National Tax Journal, Vol. 33, Iss. 2, 189-201.
  • McNown, R., Sam, C. Y. and Goh, S. K. (2018). Bootstrapping the autoregressive distributed lag test for cointegration. Applied Economics, Vol. 50, Iss. 13, 1509-1521.
  • Mohammadi, H., Cak, M. and Cak, D. (2008). Wagner’s hypothesis new evidence from Turkey using the bounds testing approach. Journal of Economic Studies, Vol. 35, Iss. 1, 94-106.
  • Musaba, E. C., Chilonda, P. and Matchaya, G. (2013). Impact of government sectoral expenditure on economic growth in Malawi, 1980-2007. Journal of Economics and Sustainable Development, Vol. 4, Iss. 2, 71-79.
  • Narayan, P. K. and Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy policy, Vol. 33, Iss. 9, 1109-1116.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, Vol. 37, Iss. 17, 1979-1990.
  • Nurudeen, A. and Usman, A. (2010). Government expenditure and economic growth in Nigeria, 1970-2008: A disaggregated analysis. Business and Economics Journal, Vol. 4, Iss. 1, 1-11.
  • OECD. (2021). Classification of the Functions of Government (COFOG), in Government at a Glance 2021. Paris: OECD Publishing.
  • Oni, L. B. (2014). Analysis of the growth impact of health expenditure in Nigeria. Journal of Economics and Finance (IOSR-JEF), Vol. 3, Iss. 1, 77-84.
  • Oxley, L. (1994). Cointegration, causality and Wagner’s law: A test for Britain 1870-1913. Scottish Journal of Political Economy, Vol. 41, Iss. 3, 286-298.
  • Peacock, A. T. and Wiseman, J. (1961). The growth of public expenditure in the United Kingdom. Princeton: Princeton University Press.
  • Pesaran, M. H., Shin, Y. and Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, Vol. 16, Iss. 3, 289-326.
  • Raifu, I. A. and Aminu, A. (2020). A reconsideration of Wagner's hypothesis for Nigeria using linear and nonlinear ARDL methods. International Journal of Sustainable Economy, Vol. 12, Iss. 4, 321-343.
  • Rasaily, A. and Paudel, S. (2019). Impact of government expenditures on economic growth: Case of Nepal. International European Extended Enablement in Science, Engineering & Management, Vol. 10, Iss. 6, 167-174.
  • Rathanasiri, R. A. (2020). Impact of public education expenditure on economic growth in Sri Lanka: Evidence from econometrics analysis. Journal of Management Matter, Vol. 7, Iss. 1, 51-71.
  • Romer, P. M. (1989). Human capital and growth: Theory and evidence. National Bureau of Economic Research (NBER) Working Paper, No: 3137.
  • Sam, C. Y., McNown, R. and Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration. Economic Modelling, Vol. 80, 130-141.
  • Sapuan, N. M. and Sanusi, N. A. (2013). Cointegration analysis of social services expenditure and human capital development in Malaysia: A bound testing approach. Journal of Economic Cooperation and Development, Vol. 34, Iss. 1, 1-18.
  • Sedrakyan, G. S. and Varela-Candamio, L. (2019). Wagner’s law vs. Keynes’ hypothesis in very different countries (Armenia and Spain). Journal of Policy Modeling, Vol. 41, Iss. 4, 747-762.
  • Shafuda, C. P. P. and De, U. K. (2020). Government expenditure on human capital and growth in Namibia: A time series analysis. Journal of Economic Structures, Vol. 9, 1-14.
  • Shahbaz, M., Hye, Q. M. A., Tiwari, A. K. and Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, Vol. 25, 109-121.
  • Shin, Y., Yu, B. and Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In: Sickles, R., Horrace, W. (eds) Festschrift in Honor of Peter Schmidt. Springer, New York, NY.
  • Sideris, D. (2007). Wagner’s law in 19th century Greece: A cointegration and causality analysis. Bank of Greece Working Paper, No: 64.
  • Singh, B. and Sahni, B. S. (1984). Causality between public expenditure and national income. The Review of Economics and Statistics, Vol. 66, Iss. 4, 630-644.
  • Srinivasan, P. (2013). Causality between public expenditure and economic growth: The Indian case. International Journal of Economics and Management, Vol. 7, Iss. 2, 335-347.
  • Syed, A. A., Kamal, M. A. and Tripathi, R. (2021). An empirical investigation of nuclear energy and environmental pollution nexus in India: fresh evidence using NARDL approach. Environmental Science and Pollution Research, Vol. 28, Iss. 39, 54744-54755.
  • Tabar, F. J., Najafi, Z. and Badooei, Y. S. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, Vol. 30, Iss. 1, 217-235.
  • Toda, H. Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, Vol. 66, Iss. 1-2, 225-250.
  • Ullah, A., Zhao, X., Kamal, M. A. and Zheng, J. (2020). Modeling the relationship between military spending and stock market development (a) symmetrically in China: An empirical analysis via the NARDL approach. Physica A: Statistical Mechanics and its Applications, Vol. 554, 124106.
  • United Nations. (2000). Classifications of expenditure according to purpose: COFOG, COICOP, COPNI, COPP. Series M: Miscellaneous Statistical Papers, No: 84.
  • Wagner, A. (1883). Finanzwissenschaft. Leipzig: C. F. Winter.
  • Yilgor, M., Ertugrul, C. and Eker Celepcioglu, M. (2012). The effect of public expenditure on economic growth: Turkey example. Investment Management and Financial Innovations, Vol. 9, Iss. 2, 193-202.

Yıl 2025, Cilt: 32 Sayı: 3, 407 - 424, 25.09.2025
https://doi.org/10.18657/yonveek.1710880

Öz

Proje Numarası

yok

Kaynakça

  • Abizadeh, S. and Yousefi, M. (1988). An empirical re-examination of Wagner's law. Economics Letters, Vol. 26, Iss. 2, 169-173.
  • Abu-Eideh, O. M. (2015). Causality between public expenditure and GDP growth in Palestine: An econometric analysis of Wagner’s law. Journal of Economics and Sustainable Development, Vol. 6, Iss. 2, 189-199.
  • Afonso, A. and Alves, J. (2017). Reconsidering Wagner’s law: evidence from the functions of the government. Applied Economics Letters, Vol. 24, Iss. 5, 346-350.
  • Akçay, S. (2019). Does oil price asymmetrically impact remittance outflows? The case of Oman. Review of Middle East Economics and Finance, Vol. 15, Iss. 2.
  • Akinlo, A. E. and Jemiluyi, O. O. (2018). Government expenditure and economic growth nexus in Nigeria: Evidence from nonlinear ARDL and causality approaches. Review of Innovation and Competitiveness, Vol. 24, Iss. 5, 346-350.
  • Al-Fawwaz, T. M. (2016). The impact of government expenditures on economic growth in Jordan (1980-2013). International Business Research, Vol. 9, Iss. 1, 99-105.
  • Aregbeyen, O. (2006). Cointegration, causality and Wagner's law: a test for Nigeria, 1970-2003. Economic and Financial Review, Vol. 44, Iss. 2, 1-22.
  • Arestis, P., Sen, H. and Kaya, A. (2021). On the linkage between government expenditure and output: Empirics of the Keynesian view versus Wagner’s law. Economic Change and Restructuring, Vol. 54, Iss. 2, 265-303.
  • Babatunde, M. A. (2011). A bound testing analysis of Wagner’s law in Nigeria: 1970–2006. Applied Economics, Vol. 43, Iss. 21, 2843-2850.
  • Balkı, A. and Göksu, S. (2023). The Relationship Between Public Expenditures and Economic Growth in the Scope of Economic Classification: The Case of Türkiye. Panoeconomicus. https://doi.org/10.2298/PAN220925006B
  • Barro, R. J. (1990). Government spending in a simple model of endogenous growth. Journal of Political Economy, Vol. 98, Iss. 2, 103-125.
  • Bazán, C., Álvarez-Quiroz, V. J. and Olivares, Y. M. (2022). Wagner’s law vs. Keynesian hypothesis: Dynamic impacts. Sustainability, Vol. 14, 1-25.
  • Bird, R. M. (1971). Wagner's law of expanding state activity. Public finance = Finances publiques, Vol. 26, Iss. 1, 1-26.
  • Bose, N., Haque, M. E. and Osborn, D. R. (2007). Public expenditure and economic growth: A disaggregated analysis for developing countries. The Manchester School, Vol. 75, Iss. 5, 533-556.
  • Broock, W. A., Scheinkman, J. A., Dechert, W. D. and LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric reviews, Vol. 15, Iss. 3, 197-235.
  • Burney, N. A. (2002). Wagner's hypothesis: Evidence from Kuwait using cointegration tests. Applied Economics, Vol. 34, Iss. 1, 49-57.
  • Chang, T. (2002). An econometric test of Wagner's law for six countries based on cointegration and error-correction modelling techniques. Applied Economics, Vol. 34, Iss. 9, 1157-1169.
  • Christie, T. (2014). The effect of government spending on economic growth: Testing the non-linear hypothesis. Bulletin of Economic Research, Vol. 66, Iss. 2, 183-204.
  • Colombier, C. (2011). Does the composition of public expenditure affect economic growth? Evidence from the Swiss case. Applied Economics Letters, Vol. 18, Iss. 16, 1583-1589.
  • Dahmani, M. D., Bendahmane, A. and Chenini, M. (2021). Revisiting the validity of Wagner's law in Algeria during 1970-2018: New evidence from linear and nonlinear models. Journal of Finance, Investment and Sustainable Development, Vol. 6, Iss. 2, 457-476.
  • Dickey, D. A. and Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, Vol. 74, Iss. 366, 427-431.
  • Dritsakis, N. and Adamopoulos, A. (2004). A causal relationship between government spending and economic development: An empirical examination of the Greek economy. Applied Economics, Vol. 36, Iss. 5, 457-464.
  • Engle, R. F. and Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, Vol. 55, Iss. 2, 251-276.
  • Fedeli, S. (2015). The impact of GDP on health care expenditure: The case of Italy (1982–2009). Social Indicators Research, Vol. 122, 347-370.
  • Govdeli, T. (2019). Public expenditures and economic growth: Empiric analysis of Wagner law and Keynesian hypothesis in Turkey. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Vol. 33, Iss. 3, 995-1010.
  • Gurdal, T., Aydin, M. and Inal, V. (2021). The relationship between tax revenue, government expenditure, and economic growth in G7 countries: New evidence from time and frequency domain approaches. Economic Change and Restructuring, Vol. 54, 305-337.
  • Halicioglu, F. (2003). Testing Wagner's law for Turkey, 1960-2000. Review of Middle East Economics and Finance, Vol. 1, Iss. 2, 129-140.
  • Henrekson, M. (1993). Wagner’s law-a spurious relationship. Public Finance, Vol. 48, Iss. 3, 406-415.
  • Husnain, M. I. (2011). Keynes versus Wagner: Aggregated and disaggregated analysis of public expenditure in selected South Asian Countries. International Research Journal of Finance and Economics, Vol. 67, 46-53.
  • Iqbal, Z. and Zahid, G. M. (1998). Macroeconomic determinants of economic growth in Pakistan. The Pakistan Development Review, Vol. 37, Iss. 2, 125-148.
  • Irandoust, M. (2019). Wagner on government spending and national income: A new look at an old relationship. Journal of Policy Modeling, Vol. 41, Iss. 4, 636-646.
  • Irmen, A. and Kuehnel, J. (2009). Productive government expenditure and economic growth. Journal of Economic Surveys, Vol. 23, Iss. 4, 692-733.
  • Islam, A. M. (2001). Wagner’s law revisited: Cointegration and exogeneity tests for the USA. Applied Economics, Vol. 8, Iss. 8, 509-515.
  • Iyare, S. O. and Lorde, T. (2004). Co-integration, causality and Wagner’s law: Tests for selected Caribbean countries. Applied Economics Letters, Vol. 11, Iss. 13, 815-825.
  • Jaén-Garcia, M. (2020). A review of Wagner’s law with disaggregated data for Spain. Applied Economics Quarterly, Vol. 66, Iss. 1, 65-92.
  • Keynes, J. M. (1936). The general theory of employment, interest and money. London: Palgrave Macmillan.
  • Kónya, L. and Abdullaev, B. (2018). An attempt to restore Wagner’s law of increasing state activity. Empirical Economics, Vol. 55, Iss. 4, 1569-1583.
  • Kumar, S., Webber, D. J. and Fargher, S. (2012). Wagner's law revisited: Cointegration and causality tests for New Zealand. Applied Economics, Vol. 44, Iss. 5, 607-616.
  • Lamartina, S. and Zaghini, A. (2008). Increasing public expenditures: Wagner's law in OECD countries. Center for Financial Studies Working Paper, No: 13.
  • Lee, J. and Strazicich, M. C. (2003). Minimum lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, Vol. 85, Iss. 4, 1082-1089.
  • Leshoro, T. L. A. (2017). An empirical analysis of disaggregated government expenditure and economic growth in South Africa. Unisa Economic Research Working Paper, No: 10/2017.
  • Lucas, R. E. Jr. (1988). On the mechanics of economic development. Journal of Monetary Economics, Vol. 22, Iss. 1, 3-42.
  • Lupu, D., Petrisor, M. B., Bercu, A. and Tofan, M. (2018). The impact of public expenditures on economic growth: A case study of Central and Eastern European countries. Emerging Markets Finance and Trade, Vol. 54, Iss. 3, 552-570.
  • Magazzino, C. (2012). Wagner versus Keynes: Public spending and national income in Italy. Journal of Policy Modeling, Vol. 34, Iss. 6, 890-905.
  • Mann, A. J. (1980). Wagner’s law: An econometric test for Mexico, 1925-1976. National Tax Journal, Vol. 33, Iss. 2, 189-201.
  • McNown, R., Sam, C. Y. and Goh, S. K. (2018). Bootstrapping the autoregressive distributed lag test for cointegration. Applied Economics, Vol. 50, Iss. 13, 1509-1521.
  • Mohammadi, H., Cak, M. and Cak, D. (2008). Wagner’s hypothesis new evidence from Turkey using the bounds testing approach. Journal of Economic Studies, Vol. 35, Iss. 1, 94-106.
  • Musaba, E. C., Chilonda, P. and Matchaya, G. (2013). Impact of government sectoral expenditure on economic growth in Malawi, 1980-2007. Journal of Economics and Sustainable Development, Vol. 4, Iss. 2, 71-79.
  • Narayan, P. K. and Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy policy, Vol. 33, Iss. 9, 1109-1116.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, Vol. 37, Iss. 17, 1979-1990.
  • Nurudeen, A. and Usman, A. (2010). Government expenditure and economic growth in Nigeria, 1970-2008: A disaggregated analysis. Business and Economics Journal, Vol. 4, Iss. 1, 1-11.
  • OECD. (2021). Classification of the Functions of Government (COFOG), in Government at a Glance 2021. Paris: OECD Publishing.
  • Oni, L. B. (2014). Analysis of the growth impact of health expenditure in Nigeria. Journal of Economics and Finance (IOSR-JEF), Vol. 3, Iss. 1, 77-84.
  • Oxley, L. (1994). Cointegration, causality and Wagner’s law: A test for Britain 1870-1913. Scottish Journal of Political Economy, Vol. 41, Iss. 3, 286-298.
  • Peacock, A. T. and Wiseman, J. (1961). The growth of public expenditure in the United Kingdom. Princeton: Princeton University Press.
  • Pesaran, M. H., Shin, Y. and Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, Vol. 16, Iss. 3, 289-326.
  • Raifu, I. A. and Aminu, A. (2020). A reconsideration of Wagner's hypothesis for Nigeria using linear and nonlinear ARDL methods. International Journal of Sustainable Economy, Vol. 12, Iss. 4, 321-343.
  • Rasaily, A. and Paudel, S. (2019). Impact of government expenditures on economic growth: Case of Nepal. International European Extended Enablement in Science, Engineering & Management, Vol. 10, Iss. 6, 167-174.
  • Rathanasiri, R. A. (2020). Impact of public education expenditure on economic growth in Sri Lanka: Evidence from econometrics analysis. Journal of Management Matter, Vol. 7, Iss. 1, 51-71.
  • Romer, P. M. (1989). Human capital and growth: Theory and evidence. National Bureau of Economic Research (NBER) Working Paper, No: 3137.
  • Sam, C. Y., McNown, R. and Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration. Economic Modelling, Vol. 80, 130-141.
  • Sapuan, N. M. and Sanusi, N. A. (2013). Cointegration analysis of social services expenditure and human capital development in Malaysia: A bound testing approach. Journal of Economic Cooperation and Development, Vol. 34, Iss. 1, 1-18.
  • Sedrakyan, G. S. and Varela-Candamio, L. (2019). Wagner’s law vs. Keynes’ hypothesis in very different countries (Armenia and Spain). Journal of Policy Modeling, Vol. 41, Iss. 4, 747-762.
  • Shafuda, C. P. P. and De, U. K. (2020). Government expenditure on human capital and growth in Namibia: A time series analysis. Journal of Economic Structures, Vol. 9, 1-14.
  • Shahbaz, M., Hye, Q. M. A., Tiwari, A. K. and Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, Vol. 25, 109-121.
  • Shin, Y., Yu, B. and Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In: Sickles, R., Horrace, W. (eds) Festschrift in Honor of Peter Schmidt. Springer, New York, NY.
  • Sideris, D. (2007). Wagner’s law in 19th century Greece: A cointegration and causality analysis. Bank of Greece Working Paper, No: 64.
  • Singh, B. and Sahni, B. S. (1984). Causality between public expenditure and national income. The Review of Economics and Statistics, Vol. 66, Iss. 4, 630-644.
  • Srinivasan, P. (2013). Causality between public expenditure and economic growth: The Indian case. International Journal of Economics and Management, Vol. 7, Iss. 2, 335-347.
  • Syed, A. A., Kamal, M. A. and Tripathi, R. (2021). An empirical investigation of nuclear energy and environmental pollution nexus in India: fresh evidence using NARDL approach. Environmental Science and Pollution Research, Vol. 28, Iss. 39, 54744-54755.
  • Tabar, F. J., Najafi, Z. and Badooei, Y. S. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, Vol. 30, Iss. 1, 217-235.
  • Toda, H. Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, Vol. 66, Iss. 1-2, 225-250.
  • Ullah, A., Zhao, X., Kamal, M. A. and Zheng, J. (2020). Modeling the relationship between military spending and stock market development (a) symmetrically in China: An empirical analysis via the NARDL approach. Physica A: Statistical Mechanics and its Applications, Vol. 554, 124106.
  • United Nations. (2000). Classifications of expenditure according to purpose: COFOG, COICOP, COPNI, COPP. Series M: Miscellaneous Statistical Papers, No: 84.
  • Wagner, A. (1883). Finanzwissenschaft. Leipzig: C. F. Winter.
  • Yilgor, M., Ertugrul, C. and Eker Celepcioglu, M. (2012). The effect of public expenditure on economic growth: Turkey example. Investment Management and Financial Innovations, Vol. 9, Iss. 2, 193-202.

Yıl 2025, Cilt: 32 Sayı: 3, 407 - 424, 25.09.2025
https://doi.org/10.18657/yonveek.1710880

Öz

Proje Numarası

yok

Kaynakça

  • Abizadeh, S. and Yousefi, M. (1988). An empirical re-examination of Wagner's law. Economics Letters, Vol. 26, Iss. 2, 169-173.
  • Abu-Eideh, O. M. (2015). Causality between public expenditure and GDP growth in Palestine: An econometric analysis of Wagner’s law. Journal of Economics and Sustainable Development, Vol. 6, Iss. 2, 189-199.
  • Afonso, A. and Alves, J. (2017). Reconsidering Wagner’s law: evidence from the functions of the government. Applied Economics Letters, Vol. 24, Iss. 5, 346-350.
  • Akçay, S. (2019). Does oil price asymmetrically impact remittance outflows? The case of Oman. Review of Middle East Economics and Finance, Vol. 15, Iss. 2.
  • Akinlo, A. E. and Jemiluyi, O. O. (2018). Government expenditure and economic growth nexus in Nigeria: Evidence from nonlinear ARDL and causality approaches. Review of Innovation and Competitiveness, Vol. 24, Iss. 5, 346-350.
  • Al-Fawwaz, T. M. (2016). The impact of government expenditures on economic growth in Jordan (1980-2013). International Business Research, Vol. 9, Iss. 1, 99-105.
  • Aregbeyen, O. (2006). Cointegration, causality and Wagner's law: a test for Nigeria, 1970-2003. Economic and Financial Review, Vol. 44, Iss. 2, 1-22.
  • Arestis, P., Sen, H. and Kaya, A. (2021). On the linkage between government expenditure and output: Empirics of the Keynesian view versus Wagner’s law. Economic Change and Restructuring, Vol. 54, Iss. 2, 265-303.
  • Babatunde, M. A. (2011). A bound testing analysis of Wagner’s law in Nigeria: 1970–2006. Applied Economics, Vol. 43, Iss. 21, 2843-2850.
  • Balkı, A. and Göksu, S. (2023). The Relationship Between Public Expenditures and Economic Growth in the Scope of Economic Classification: The Case of Türkiye. Panoeconomicus. https://doi.org/10.2298/PAN220925006B
  • Barro, R. J. (1990). Government spending in a simple model of endogenous growth. Journal of Political Economy, Vol. 98, Iss. 2, 103-125.
  • Bazán, C., Álvarez-Quiroz, V. J. and Olivares, Y. M. (2022). Wagner’s law vs. Keynesian hypothesis: Dynamic impacts. Sustainability, Vol. 14, 1-25.
  • Bird, R. M. (1971). Wagner's law of expanding state activity. Public finance = Finances publiques, Vol. 26, Iss. 1, 1-26.
  • Bose, N., Haque, M. E. and Osborn, D. R. (2007). Public expenditure and economic growth: A disaggregated analysis for developing countries. The Manchester School, Vol. 75, Iss. 5, 533-556.
  • Broock, W. A., Scheinkman, J. A., Dechert, W. D. and LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric reviews, Vol. 15, Iss. 3, 197-235.
  • Burney, N. A. (2002). Wagner's hypothesis: Evidence from Kuwait using cointegration tests. Applied Economics, Vol. 34, Iss. 1, 49-57.
  • Chang, T. (2002). An econometric test of Wagner's law for six countries based on cointegration and error-correction modelling techniques. Applied Economics, Vol. 34, Iss. 9, 1157-1169.
  • Christie, T. (2014). The effect of government spending on economic growth: Testing the non-linear hypothesis. Bulletin of Economic Research, Vol. 66, Iss. 2, 183-204.
  • Colombier, C. (2011). Does the composition of public expenditure affect economic growth? Evidence from the Swiss case. Applied Economics Letters, Vol. 18, Iss. 16, 1583-1589.
  • Dahmani, M. D., Bendahmane, A. and Chenini, M. (2021). Revisiting the validity of Wagner's law in Algeria during 1970-2018: New evidence from linear and nonlinear models. Journal of Finance, Investment and Sustainable Development, Vol. 6, Iss. 2, 457-476.
  • Dickey, D. A. and Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, Vol. 74, Iss. 366, 427-431.
  • Dritsakis, N. and Adamopoulos, A. (2004). A causal relationship between government spending and economic development: An empirical examination of the Greek economy. Applied Economics, Vol. 36, Iss. 5, 457-464.
  • Engle, R. F. and Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, Vol. 55, Iss. 2, 251-276.
  • Fedeli, S. (2015). The impact of GDP on health care expenditure: The case of Italy (1982–2009). Social Indicators Research, Vol. 122, 347-370.
  • Govdeli, T. (2019). Public expenditures and economic growth: Empiric analysis of Wagner law and Keynesian hypothesis in Turkey. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Vol. 33, Iss. 3, 995-1010.
  • Gurdal, T., Aydin, M. and Inal, V. (2021). The relationship between tax revenue, government expenditure, and economic growth in G7 countries: New evidence from time and frequency domain approaches. Economic Change and Restructuring, Vol. 54, 305-337.
  • Halicioglu, F. (2003). Testing Wagner's law for Turkey, 1960-2000. Review of Middle East Economics and Finance, Vol. 1, Iss. 2, 129-140.
  • Henrekson, M. (1993). Wagner’s law-a spurious relationship. Public Finance, Vol. 48, Iss. 3, 406-415.
  • Husnain, M. I. (2011). Keynes versus Wagner: Aggregated and disaggregated analysis of public expenditure in selected South Asian Countries. International Research Journal of Finance and Economics, Vol. 67, 46-53.
  • Iqbal, Z. and Zahid, G. M. (1998). Macroeconomic determinants of economic growth in Pakistan. The Pakistan Development Review, Vol. 37, Iss. 2, 125-148.
  • Irandoust, M. (2019). Wagner on government spending and national income: A new look at an old relationship. Journal of Policy Modeling, Vol. 41, Iss. 4, 636-646.
  • Irmen, A. and Kuehnel, J. (2009). Productive government expenditure and economic growth. Journal of Economic Surveys, Vol. 23, Iss. 4, 692-733.
  • Islam, A. M. (2001). Wagner’s law revisited: Cointegration and exogeneity tests for the USA. Applied Economics, Vol. 8, Iss. 8, 509-515.
  • Iyare, S. O. and Lorde, T. (2004). Co-integration, causality and Wagner’s law: Tests for selected Caribbean countries. Applied Economics Letters, Vol. 11, Iss. 13, 815-825.
  • Jaén-Garcia, M. (2020). A review of Wagner’s law with disaggregated data for Spain. Applied Economics Quarterly, Vol. 66, Iss. 1, 65-92.
  • Keynes, J. M. (1936). The general theory of employment, interest and money. London: Palgrave Macmillan.
  • Kónya, L. and Abdullaev, B. (2018). An attempt to restore Wagner’s law of increasing state activity. Empirical Economics, Vol. 55, Iss. 4, 1569-1583.
  • Kumar, S., Webber, D. J. and Fargher, S. (2012). Wagner's law revisited: Cointegration and causality tests for New Zealand. Applied Economics, Vol. 44, Iss. 5, 607-616.
  • Lamartina, S. and Zaghini, A. (2008). Increasing public expenditures: Wagner's law in OECD countries. Center for Financial Studies Working Paper, No: 13.
  • Lee, J. and Strazicich, M. C. (2003). Minimum lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, Vol. 85, Iss. 4, 1082-1089.
  • Leshoro, T. L. A. (2017). An empirical analysis of disaggregated government expenditure and economic growth in South Africa. Unisa Economic Research Working Paper, No: 10/2017.
  • Lucas, R. E. Jr. (1988). On the mechanics of economic development. Journal of Monetary Economics, Vol. 22, Iss. 1, 3-42.
  • Lupu, D., Petrisor, M. B., Bercu, A. and Tofan, M. (2018). The impact of public expenditures on economic growth: A case study of Central and Eastern European countries. Emerging Markets Finance and Trade, Vol. 54, Iss. 3, 552-570.
  • Magazzino, C. (2012). Wagner versus Keynes: Public spending and national income in Italy. Journal of Policy Modeling, Vol. 34, Iss. 6, 890-905.
  • Mann, A. J. (1980). Wagner’s law: An econometric test for Mexico, 1925-1976. National Tax Journal, Vol. 33, Iss. 2, 189-201.
  • McNown, R., Sam, C. Y. and Goh, S. K. (2018). Bootstrapping the autoregressive distributed lag test for cointegration. Applied Economics, Vol. 50, Iss. 13, 1509-1521.
  • Mohammadi, H., Cak, M. and Cak, D. (2008). Wagner’s hypothesis new evidence from Turkey using the bounds testing approach. Journal of Economic Studies, Vol. 35, Iss. 1, 94-106.
  • Musaba, E. C., Chilonda, P. and Matchaya, G. (2013). Impact of government sectoral expenditure on economic growth in Malawi, 1980-2007. Journal of Economics and Sustainable Development, Vol. 4, Iss. 2, 71-79.
  • Narayan, P. K. and Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy policy, Vol. 33, Iss. 9, 1109-1116.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, Vol. 37, Iss. 17, 1979-1990.
  • Nurudeen, A. and Usman, A. (2010). Government expenditure and economic growth in Nigeria, 1970-2008: A disaggregated analysis. Business and Economics Journal, Vol. 4, Iss. 1, 1-11.
  • OECD. (2021). Classification of the Functions of Government (COFOG), in Government at a Glance 2021. Paris: OECD Publishing.
  • Oni, L. B. (2014). Analysis of the growth impact of health expenditure in Nigeria. Journal of Economics and Finance (IOSR-JEF), Vol. 3, Iss. 1, 77-84.
  • Oxley, L. (1994). Cointegration, causality and Wagner’s law: A test for Britain 1870-1913. Scottish Journal of Political Economy, Vol. 41, Iss. 3, 286-298.
  • Peacock, A. T. and Wiseman, J. (1961). The growth of public expenditure in the United Kingdom. Princeton: Princeton University Press.
  • Pesaran, M. H., Shin, Y. and Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, Vol. 16, Iss. 3, 289-326.
  • Raifu, I. A. and Aminu, A. (2020). A reconsideration of Wagner's hypothesis for Nigeria using linear and nonlinear ARDL methods. International Journal of Sustainable Economy, Vol. 12, Iss. 4, 321-343.
  • Rasaily, A. and Paudel, S. (2019). Impact of government expenditures on economic growth: Case of Nepal. International European Extended Enablement in Science, Engineering & Management, Vol. 10, Iss. 6, 167-174.
  • Rathanasiri, R. A. (2020). Impact of public education expenditure on economic growth in Sri Lanka: Evidence from econometrics analysis. Journal of Management Matter, Vol. 7, Iss. 1, 51-71.
  • Romer, P. M. (1989). Human capital and growth: Theory and evidence. National Bureau of Economic Research (NBER) Working Paper, No: 3137.
  • Sam, C. Y., McNown, R. and Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration. Economic Modelling, Vol. 80, 130-141.
  • Sapuan, N. M. and Sanusi, N. A. (2013). Cointegration analysis of social services expenditure and human capital development in Malaysia: A bound testing approach. Journal of Economic Cooperation and Development, Vol. 34, Iss. 1, 1-18.
  • Sedrakyan, G. S. and Varela-Candamio, L. (2019). Wagner’s law vs. Keynes’ hypothesis in very different countries (Armenia and Spain). Journal of Policy Modeling, Vol. 41, Iss. 4, 747-762.
  • Shafuda, C. P. P. and De, U. K. (2020). Government expenditure on human capital and growth in Namibia: A time series analysis. Journal of Economic Structures, Vol. 9, 1-14.
  • Shahbaz, M., Hye, Q. M. A., Tiwari, A. K. and Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, Vol. 25, 109-121.
  • Shin, Y., Yu, B. and Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In: Sickles, R., Horrace, W. (eds) Festschrift in Honor of Peter Schmidt. Springer, New York, NY.
  • Sideris, D. (2007). Wagner’s law in 19th century Greece: A cointegration and causality analysis. Bank of Greece Working Paper, No: 64.
  • Singh, B. and Sahni, B. S. (1984). Causality between public expenditure and national income. The Review of Economics and Statistics, Vol. 66, Iss. 4, 630-644.
  • Srinivasan, P. (2013). Causality between public expenditure and economic growth: The Indian case. International Journal of Economics and Management, Vol. 7, Iss. 2, 335-347.
  • Syed, A. A., Kamal, M. A. and Tripathi, R. (2021). An empirical investigation of nuclear energy and environmental pollution nexus in India: fresh evidence using NARDL approach. Environmental Science and Pollution Research, Vol. 28, Iss. 39, 54744-54755.
  • Tabar, F. J., Najafi, Z. and Badooei, Y. S. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, Vol. 30, Iss. 1, 217-235.
  • Toda, H. Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, Vol. 66, Iss. 1-2, 225-250.
  • Ullah, A., Zhao, X., Kamal, M. A. and Zheng, J. (2020). Modeling the relationship between military spending and stock market development (a) symmetrically in China: An empirical analysis via the NARDL approach. Physica A: Statistical Mechanics and its Applications, Vol. 554, 124106.
  • United Nations. (2000). Classifications of expenditure according to purpose: COFOG, COICOP, COPNI, COPP. Series M: Miscellaneous Statistical Papers, No: 84.
  • Wagner, A. (1883). Finanzwissenschaft. Leipzig: C. F. Winter.
  • Yilgor, M., Ertugrul, C. and Eker Celepcioglu, M. (2012). The effect of public expenditure on economic growth: Turkey example. Investment Management and Financial Innovations, Vol. 9, Iss. 2, 193-202.

Public Expenditure on Human Capital Investment and GDP Nexus: Empirical Evidence Based on NARDL Approach

Yıl 2025, Cilt: 32 Sayı: 3, 407 - 424, 25.09.2025
https://doi.org/10.18657/yonveek.1710880

Öz

Understanding public expenditures on human capital investment and GDP linkages is critical for countries' future. Within the scope of the reviewed literature, no study analyzes the asymmetric effects of public expenditures on human capital investments on Türkiye's GDP. Since there is no linear relationship according to the A-ARDL model using quarterly data for the period 2004-2019, the following results were documented in the analysis based on the NARDL model: (i.) Human capital investments are asymmetrically cointegrated with GDP but not linear. (ii.) A nonlinear linkage exists among GDP and social protection and health expenditure. Raises in health expenditures increase GDP more than decreases. However, there is a linear linkage between GDP and education expenditures. These findings are empirical evidence that education and health expenditures create positive externalities. (iii.) While both Keynes' hypothesis and Wagner's law are valid for health expenditures and social protection expenditures, only Wagner's law is valid for education expenditures. As a result, Türkiye, an emerging country that is not rich in natural resources, should give more importance to the efficiency of resources without ignoring the social state functions to increase its level of development.
Key Words: Public expenditure, Human capital investment, NARDL, Keynes' hypothesis, Wagner's law
JEL Classification: C32, H50, O15

Etik Beyan

Çalışma etik kurul izni gerektirmemektedir.

Destekleyen Kurum

yok

Proje Numarası

yok

Teşekkür

yok

Kaynakça

  • Abizadeh, S. and Yousefi, M. (1988). An empirical re-examination of Wagner's law. Economics Letters, Vol. 26, Iss. 2, 169-173.
  • Abu-Eideh, O. M. (2015). Causality between public expenditure and GDP growth in Palestine: An econometric analysis of Wagner’s law. Journal of Economics and Sustainable Development, Vol. 6, Iss. 2, 189-199.
  • Afonso, A. and Alves, J. (2017). Reconsidering Wagner’s law: evidence from the functions of the government. Applied Economics Letters, Vol. 24, Iss. 5, 346-350.
  • Akçay, S. (2019). Does oil price asymmetrically impact remittance outflows? The case of Oman. Review of Middle East Economics and Finance, Vol. 15, Iss. 2.
  • Akinlo, A. E. and Jemiluyi, O. O. (2018). Government expenditure and economic growth nexus in Nigeria: Evidence from nonlinear ARDL and causality approaches. Review of Innovation and Competitiveness, Vol. 24, Iss. 5, 346-350.
  • Al-Fawwaz, T. M. (2016). The impact of government expenditures on economic growth in Jordan (1980-2013). International Business Research, Vol. 9, Iss. 1, 99-105.
  • Aregbeyen, O. (2006). Cointegration, causality and Wagner's law: a test for Nigeria, 1970-2003. Economic and Financial Review, Vol. 44, Iss. 2, 1-22.
  • Arestis, P., Sen, H. and Kaya, A. (2021). On the linkage between government expenditure and output: Empirics of the Keynesian view versus Wagner’s law. Economic Change and Restructuring, Vol. 54, Iss. 2, 265-303.
  • Babatunde, M. A. (2011). A bound testing analysis of Wagner’s law in Nigeria: 1970–2006. Applied Economics, Vol. 43, Iss. 21, 2843-2850.
  • Balkı, A. and Göksu, S. (2023). The Relationship Between Public Expenditures and Economic Growth in the Scope of Economic Classification: The Case of Türkiye. Panoeconomicus. https://doi.org/10.2298/PAN220925006B
  • Barro, R. J. (1990). Government spending in a simple model of endogenous growth. Journal of Political Economy, Vol. 98, Iss. 2, 103-125.
  • Bazán, C., Álvarez-Quiroz, V. J. and Olivares, Y. M. (2022). Wagner’s law vs. Keynesian hypothesis: Dynamic impacts. Sustainability, Vol. 14, 1-25.
  • Bird, R. M. (1971). Wagner's law of expanding state activity. Public finance = Finances publiques, Vol. 26, Iss. 1, 1-26.
  • Bose, N., Haque, M. E. and Osborn, D. R. (2007). Public expenditure and economic growth: A disaggregated analysis for developing countries. The Manchester School, Vol. 75, Iss. 5, 533-556.
  • Broock, W. A., Scheinkman, J. A., Dechert, W. D. and LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric reviews, Vol. 15, Iss. 3, 197-235.
  • Burney, N. A. (2002). Wagner's hypothesis: Evidence from Kuwait using cointegration tests. Applied Economics, Vol. 34, Iss. 1, 49-57.
  • Chang, T. (2002). An econometric test of Wagner's law for six countries based on cointegration and error-correction modelling techniques. Applied Economics, Vol. 34, Iss. 9, 1157-1169.
  • Christie, T. (2014). The effect of government spending on economic growth: Testing the non-linear hypothesis. Bulletin of Economic Research, Vol. 66, Iss. 2, 183-204.
  • Colombier, C. (2011). Does the composition of public expenditure affect economic growth? Evidence from the Swiss case. Applied Economics Letters, Vol. 18, Iss. 16, 1583-1589.
  • Dahmani, M. D., Bendahmane, A. and Chenini, M. (2021). Revisiting the validity of Wagner's law in Algeria during 1970-2018: New evidence from linear and nonlinear models. Journal of Finance, Investment and Sustainable Development, Vol. 6, Iss. 2, 457-476.
  • Dickey, D. A. and Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, Vol. 74, Iss. 366, 427-431.
  • Dritsakis, N. and Adamopoulos, A. (2004). A causal relationship between government spending and economic development: An empirical examination of the Greek economy. Applied Economics, Vol. 36, Iss. 5, 457-464.
  • Engle, R. F. and Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, Vol. 55, Iss. 2, 251-276.
  • Fedeli, S. (2015). The impact of GDP on health care expenditure: The case of Italy (1982–2009). Social Indicators Research, Vol. 122, 347-370.
  • Govdeli, T. (2019). Public expenditures and economic growth: Empiric analysis of Wagner law and Keynesian hypothesis in Turkey. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, Vol. 33, Iss. 3, 995-1010.
  • Gurdal, T., Aydin, M. and Inal, V. (2021). The relationship between tax revenue, government expenditure, and economic growth in G7 countries: New evidence from time and frequency domain approaches. Economic Change and Restructuring, Vol. 54, 305-337.
  • Halicioglu, F. (2003). Testing Wagner's law for Turkey, 1960-2000. Review of Middle East Economics and Finance, Vol. 1, Iss. 2, 129-140.
  • Henrekson, M. (1993). Wagner’s law-a spurious relationship. Public Finance, Vol. 48, Iss. 3, 406-415.
  • Husnain, M. I. (2011). Keynes versus Wagner: Aggregated and disaggregated analysis of public expenditure in selected South Asian Countries. International Research Journal of Finance and Economics, Vol. 67, 46-53.
  • Iqbal, Z. and Zahid, G. M. (1998). Macroeconomic determinants of economic growth in Pakistan. The Pakistan Development Review, Vol. 37, Iss. 2, 125-148.
  • Irandoust, M. (2019). Wagner on government spending and national income: A new look at an old relationship. Journal of Policy Modeling, Vol. 41, Iss. 4, 636-646.
  • Irmen, A. and Kuehnel, J. (2009). Productive government expenditure and economic growth. Journal of Economic Surveys, Vol. 23, Iss. 4, 692-733.
  • Islam, A. M. (2001). Wagner’s law revisited: Cointegration and exogeneity tests for the USA. Applied Economics, Vol. 8, Iss. 8, 509-515.
  • Iyare, S. O. and Lorde, T. (2004). Co-integration, causality and Wagner’s law: Tests for selected Caribbean countries. Applied Economics Letters, Vol. 11, Iss. 13, 815-825.
  • Jaén-Garcia, M. (2020). A review of Wagner’s law with disaggregated data for Spain. Applied Economics Quarterly, Vol. 66, Iss. 1, 65-92.
  • Keynes, J. M. (1936). The general theory of employment, interest and money. London: Palgrave Macmillan.
  • Kónya, L. and Abdullaev, B. (2018). An attempt to restore Wagner’s law of increasing state activity. Empirical Economics, Vol. 55, Iss. 4, 1569-1583.
  • Kumar, S., Webber, D. J. and Fargher, S. (2012). Wagner's law revisited: Cointegration and causality tests for New Zealand. Applied Economics, Vol. 44, Iss. 5, 607-616.
  • Lamartina, S. and Zaghini, A. (2008). Increasing public expenditures: Wagner's law in OECD countries. Center for Financial Studies Working Paper, No: 13.
  • Lee, J. and Strazicich, M. C. (2003). Minimum lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, Vol. 85, Iss. 4, 1082-1089.
  • Leshoro, T. L. A. (2017). An empirical analysis of disaggregated government expenditure and economic growth in South Africa. Unisa Economic Research Working Paper, No: 10/2017.
  • Lucas, R. E. Jr. (1988). On the mechanics of economic development. Journal of Monetary Economics, Vol. 22, Iss. 1, 3-42.
  • Lupu, D., Petrisor, M. B., Bercu, A. and Tofan, M. (2018). The impact of public expenditures on economic growth: A case study of Central and Eastern European countries. Emerging Markets Finance and Trade, Vol. 54, Iss. 3, 552-570.
  • Magazzino, C. (2012). Wagner versus Keynes: Public spending and national income in Italy. Journal of Policy Modeling, Vol. 34, Iss. 6, 890-905.
  • Mann, A. J. (1980). Wagner’s law: An econometric test for Mexico, 1925-1976. National Tax Journal, Vol. 33, Iss. 2, 189-201.
  • McNown, R., Sam, C. Y. and Goh, S. K. (2018). Bootstrapping the autoregressive distributed lag test for cointegration. Applied Economics, Vol. 50, Iss. 13, 1509-1521.
  • Mohammadi, H., Cak, M. and Cak, D. (2008). Wagner’s hypothesis new evidence from Turkey using the bounds testing approach. Journal of Economic Studies, Vol. 35, Iss. 1, 94-106.
  • Musaba, E. C., Chilonda, P. and Matchaya, G. (2013). Impact of government sectoral expenditure on economic growth in Malawi, 1980-2007. Journal of Economics and Sustainable Development, Vol. 4, Iss. 2, 71-79.
  • Narayan, P. K. and Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy policy, Vol. 33, Iss. 9, 1109-1116.
  • Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, Vol. 37, Iss. 17, 1979-1990.
  • Nurudeen, A. and Usman, A. (2010). Government expenditure and economic growth in Nigeria, 1970-2008: A disaggregated analysis. Business and Economics Journal, Vol. 4, Iss. 1, 1-11.
  • OECD. (2021). Classification of the Functions of Government (COFOG), in Government at a Glance 2021. Paris: OECD Publishing.
  • Oni, L. B. (2014). Analysis of the growth impact of health expenditure in Nigeria. Journal of Economics and Finance (IOSR-JEF), Vol. 3, Iss. 1, 77-84.
  • Oxley, L. (1994). Cointegration, causality and Wagner’s law: A test for Britain 1870-1913. Scottish Journal of Political Economy, Vol. 41, Iss. 3, 286-298.
  • Peacock, A. T. and Wiseman, J. (1961). The growth of public expenditure in the United Kingdom. Princeton: Princeton University Press.
  • Pesaran, M. H., Shin, Y. and Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, Vol. 16, Iss. 3, 289-326.
  • Raifu, I. A. and Aminu, A. (2020). A reconsideration of Wagner's hypothesis for Nigeria using linear and nonlinear ARDL methods. International Journal of Sustainable Economy, Vol. 12, Iss. 4, 321-343.
  • Rasaily, A. and Paudel, S. (2019). Impact of government expenditures on economic growth: Case of Nepal. International European Extended Enablement in Science, Engineering & Management, Vol. 10, Iss. 6, 167-174.
  • Rathanasiri, R. A. (2020). Impact of public education expenditure on economic growth in Sri Lanka: Evidence from econometrics analysis. Journal of Management Matter, Vol. 7, Iss. 1, 51-71.
  • Romer, P. M. (1989). Human capital and growth: Theory and evidence. National Bureau of Economic Research (NBER) Working Paper, No: 3137.
  • Sam, C. Y., McNown, R. and Goh, S. K. (2019). An augmented autoregressive distributed lag bounds test for cointegration. Economic Modelling, Vol. 80, 130-141.
  • Sapuan, N. M. and Sanusi, N. A. (2013). Cointegration analysis of social services expenditure and human capital development in Malaysia: A bound testing approach. Journal of Economic Cooperation and Development, Vol. 34, Iss. 1, 1-18.
  • Sedrakyan, G. S. and Varela-Candamio, L. (2019). Wagner’s law vs. Keynes’ hypothesis in very different countries (Armenia and Spain). Journal of Policy Modeling, Vol. 41, Iss. 4, 747-762.
  • Shafuda, C. P. P. and De, U. K. (2020). Government expenditure on human capital and growth in Namibia: A time series analysis. Journal of Economic Structures, Vol. 9, 1-14.
  • Shahbaz, M., Hye, Q. M. A., Tiwari, A. K. and Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, Vol. 25, 109-121.
  • Shin, Y., Yu, B. and Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In: Sickles, R., Horrace, W. (eds) Festschrift in Honor of Peter Schmidt. Springer, New York, NY.
  • Sideris, D. (2007). Wagner’s law in 19th century Greece: A cointegration and causality analysis. Bank of Greece Working Paper, No: 64.
  • Singh, B. and Sahni, B. S. (1984). Causality between public expenditure and national income. The Review of Economics and Statistics, Vol. 66, Iss. 4, 630-644.
  • Srinivasan, P. (2013). Causality between public expenditure and economic growth: The Indian case. International Journal of Economics and Management, Vol. 7, Iss. 2, 335-347.
  • Syed, A. A., Kamal, M. A. and Tripathi, R. (2021). An empirical investigation of nuclear energy and environmental pollution nexus in India: fresh evidence using NARDL approach. Environmental Science and Pollution Research, Vol. 28, Iss. 39, 54744-54755.
  • Tabar, F. J., Najafi, Z. and Badooei, Y. S. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, Vol. 30, Iss. 1, 217-235.
  • Toda, H. Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, Vol. 66, Iss. 1-2, 225-250.
  • Ullah, A., Zhao, X., Kamal, M. A. and Zheng, J. (2020). Modeling the relationship between military spending and stock market development (a) symmetrically in China: An empirical analysis via the NARDL approach. Physica A: Statistical Mechanics and its Applications, Vol. 554, 124106.
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  • Wagner, A. (1883). Finanzwissenschaft. Leipzig: C. F. Winter.
  • Yilgor, M., Ertugrul, C. and Eker Celepcioglu, M. (2012). The effect of public expenditure on economic growth: Turkey example. Investment Management and Financial Innovations, Vol. 9, Iss. 2, 193-202.

Beşerî Sermaye Yatırımına Yönelik Kamu Harcamaları ve GSYİH İlişkisi: NARDL Yaklaşımına Dayalı Ampirik Kanıtlar

Yıl 2025, Cilt: 32 Sayı: 3, 407 - 424, 25.09.2025
https://doi.org/10.18657/yonveek.1710880

Öz

Beşerî sermaye yatırımlarına yönelik kamu harcamalarını ve GSYİH arasındaki ilişkileri anlamak ülkelerin geleceği açısından kritik öneme sahiptir. İncelenen literatür kapsamında, beşerî sermaye yatırımlarına yönelik kamu harcamalarının Türkiye’nin GSYİH’si üzerindeki asimetrik etkilerini analiz eden herhangi bir çalışma bulunmamaktadır. 2004-2019 dönemi için üç aylık veriler kullanılarak A-ARDL modeline göre doğrusal bir ilişki olmadığından NARDL modeline dayalı analizde aşağıdaki sonuçlar belgelenmiştir: (i.) Beşerî sermaye yatırımları GSYİH ile asimetrik olarak eş bütünleşiktir ancak doğrusal değildir. (ii.) GSYİH ile sosyal koruma harcamaları ve sağlık harcamaları arasında doğrusal olmayan bir ilişki vardır. Sağlık harcamalarındaki artışların GSYİH üzerindeki artırıcı etkisi azaltıcı etkisinden daha büyüktür. Ancak, GSYİH ile eğitim harcamaları arasında doğrusal bir ilişki vardır. Bu bulgular, eğitim ve sağlık harcamalarının pozitif dışsallık oluşturduğuna dair ampirik kanıtlardır. (iii.) Hem Wagner kanunu hem de Keynesyen hipotez sağlık harcamaları ve sosyal koruma harcamaları için geçerli olsa da eğitim harcamaları için yalnızca Wagner kanunu geçerlidir. Sonuç olarak doğal kaynaklar açısından zengin olmayan, gelişmekte olan bir ülke olan Türkiye'nin, gelişmişlik düzeyini artırmak için sosyal devlet fonksiyonlarını göz ardı etmeden kaynakların verimliliğine daha fazla önem vermesi gerekmektedir.
Anahtar Kelimeler: Kamu harcaması, Beşerî sermaye yatırımı, NARDL, Keynesyen hipotez, Wagner kanunu
JEL Sınıflandırması: C32, H50, O15

Proje Numarası

yok

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  • Srinivasan, P. (2013). Causality between public expenditure and economic growth: The Indian case. International Journal of Economics and Management, Vol. 7, Iss. 2, 335-347.
  • Syed, A. A., Kamal, M. A. and Tripathi, R. (2021). An empirical investigation of nuclear energy and environmental pollution nexus in India: fresh evidence using NARDL approach. Environmental Science and Pollution Research, Vol. 28, Iss. 39, 54744-54755.
  • Tabar, F. J., Najafi, Z. and Badooei, Y. S. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, Vol. 30, Iss. 1, 217-235.
  • Toda, H. Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, Vol. 66, Iss. 1-2, 225-250.
  • Ullah, A., Zhao, X., Kamal, M. A. and Zheng, J. (2020). Modeling the relationship between military spending and stock market development (a) symmetrically in China: An empirical analysis via the NARDL approach. Physica A: Statistical Mechanics and its Applications, Vol. 554, 124106.
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  • Yilgor, M., Ertugrul, C. and Eker Celepcioglu, M. (2012). The effect of public expenditure on economic growth: Turkey example. Investment Management and Financial Innovations, Vol. 9, Iss. 2, 193-202.
Toplam 76 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Zaman Serileri Analizi, Maliye Politikası
Bölüm Araştırma Makalesi
Yazarlar

Ali Balkı 0000-0002-7130-2001

Proje Numarası yok
Gönderilme Tarihi 31 Mayıs 2025
Kabul Tarihi 1 Eylül 2025
Yayımlanma Tarihi 25 Eylül 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 32 Sayı: 3

Kaynak Göster

APA Balkı, A. (2025). Public Expenditure on Human Capital Investment and GDP Nexus: Empirical Evidence Based on NARDL Approach. Yönetim ve Ekonomi Dergisi, 32(3), 407-424. https://doi.org/10.18657/yonveek.1710880