Interdependence between US and European military spending: a panel cointegration analysis (1988-2013)

The aim of this article is to study the interdependence of military spending between US and a panel of European countries in the period 1988–2013. The empirical estimation is based on a: (1) unit root tests and a cointegration analysis and (2) fully modified ordinary least squares and dynamic ordinary least squares estimations. General results highlight that military spending of European countries is: (1) positively associated with US military spending and (2) negatively associated with average military spending of other European countries.     

Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis

This paper investigates the direction of causality between financial development and economic growth in the Middle East and North African (MENA) countries. The panel causality testing approach, developed by Kónya (2006) [Kónya, L. (2006), exports and growth: Granger causality analysis on OECD countries with a panel data approach, Economic Modelling, 23, 978–992], based on the Seemingly Unrelated Regressions and Wald tests with the country specific bootstrap critical values, is applied to the panel of fifteen MENA countries for the period 1980–2007. In order to capture the different aspects of financial development, six different indicators are used. Empirical results show that there is no clear consensus on the direction of causality between financial development and economic growth for all measurements of financial development and it is also observed that the findings are country specific.     

Corruption and military spending

Anecdotal evidence relates corruption with high levels of military spending. This paper tests empirically whether such a relationship exists. The empirical analysis is based on data from four different sources for up to 120 countries during 1985–1998. The association between military spending and corruption is investigated by using cross-section and panel regression techniques. The results suggest that corruption is associated with higher military spending as a share of both GDP and total government spending, as well as with arms procurement in relation to GDP and total government spending. The results can be interpreted as evidence that defense spending may be used as a component of an indicator of the quality of governance.     

Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh

This paper contributes to the literature by investigating the relationship between financial development, economic growth and poverty reduction in Bangladesh using quarter frequency data over the period of 1975–2011. This issue is of importance for developing economics given the role of financial sector in mobilizing and allocating savings into productive investments. We use an innovative empirical approach based on ARDL cointegration with structural breaks. Our findings show that a long-run relationship between financial development, economic growth and poverty reduction exists in Bangladesh. Financial development helps to reduce poverty, but its effect is not linear.     

Bank credit and debt,income, and causality: The Sims test on measures of credit

By employing the Sims test this study examines the exogeneity, or casual ordering, of bank credit and two measures of debt from the US Federal Reserve Flow of Funds Accounts. Evidence presented here suggests that Bank Credit and Funds Raised by Private Domestic Nonfinancial Sectors are not appropriate targets. The Sims test of causality clearly indicates undirectional causality running from Total Funds Raised by Private Domestic Nonfinancial Sectors to spending.     

External debt growth nexus: Role of macroeconomic polices

This paper examines the impact of external debt on economic growth in Pakistan over the period 1970–2009. The empirical exploration of the impact of external debt on growth is analyzed allowing external debt to interact with macroeconomic policy index and considering the ratio of multilateral external debt to total external debt as an additional factor in the growth regression. The empirical analysis for the impact of external debt on growth is based on the ARDL approach to cointegration. The results show that external debt has a negative impact on growth, but this adverse effect can be reduced or even reversed in the presence of sound macroeconomic policy. Secondly, it is the bilateral and not the multilateral component of the total external debt that retards growth.     

Government debt,national income and causality

The concept of Granger causality is applied to assess the validity of the Ricardian Equivalence Hypothesis. The analysis is conducted using a multivariate approach with a US data set consisting of annual observations for the 1919–1981 period. The empirical evidence generated by this investigation does not support the strict debt neutrality position.     

A causal relationship between government spending and economic development: an empirical examination of the Greek economy

During the past few years, in many countries, both developed and developing, there has been a tendency to increase government spending. This article intends to examine this tendency of the public sector as well as the existing relationship between the extent of government spending and economic development. The data used cover a time period between 1960 and 2001. An effort is made to determine causal relationships between spending and economic development through the use of Wagner's theory.     

A second look at the US-Australian monetary growth causal nexus

In earlier work, using the Granger (1969, 1980) notion of causality couched in terms of post-sample perdictability, Layton (1983) found prima facie statistical evidence to support the notion that US monetary growth may be regarded as a leading indicator of Australian monetary growth. However, that study was bivariate in nature and did not take into consideration the influence on Australian monetary growth of any domestic factors. Using the same causality concept, the present analysis extends this work by conducting the causality testing in the trivariate context, taking explicit account of the influence of domestic income growth in determining Australian monetary growth. The evidence continues to support the earlier finding that US monetary growth is Granger-causal to Australian monetary growth.     

The relationship between Turkey’s foreign debt and economic growth: an asymmetric causality analysis

Tackling foreign debt that arises as a result of limited and ineffective use of resources is an item that remains on the agenda particularly for developing countries. In this study, we examine the foreign debt debates to date in terms of economic growth and using the time series for the period 2003Q1 to 2017Q1. We used unit root tests to determine the maximum integration degree of series, and we conducted causality analysis. We found a causality relationship between net foreign debt stock and economic growth in causality analyses performed for Turkey. The empirical results of this study indicate that there is a causality relationship, including both positive and negative aspects, between net foreign debt stock and economic growth. The results of our testing showed a significant causal relationship between the variables.     

Optimal military spending in the US: A time series analysis

This paper extends previous work on the optimal size of government spending by including nested functional decompositions of military spending into consumption and investment. Post World War II US data are then used to estimate nested non-linear growth models using semi-parametric methods. As expected, investments in military and non-military expenditure are both found to be productive expenditures with respect to the private production. Moreover there is little evidence to suggest that current military spending is having a negative impact on economic growth in the US, while civilian consumption only tends to have only a weak impact. This does not imply that society will necessarily benefit from a reallocation of more spending to the military sector, nor that it is the best way to achieve economic growth.     

Relationship between trade openness and economic growth in Latin America: A causality analysis with heterogeneous panel data

We empirically analyze the causality relationship between economic growth and international trade using new advancements in the econometric methodology for heterogeneous panel data applied to Latin American countries. First, we test for dependencies between the units of cross‐section (countries) and then we test for cointegration between growth and openness. Finally, we test for Granger causality using a heterogeneous panel data test. The results reject the hypothesis of general, unidirectional, and homogeneous relationship between trade openness and economic growth in Latin American countries as a group. However, considering heterogeneity, we found significant evidence of causality from trade liberalization to economic growth in Chile, Peru, Nicaragua, and Uruguay; we have found bidirectional causality in Mexico and Honduras; and a causal relationship from economic growth to trade liberalization in Colombia, Costa Rica, Guatemala, and the Dominican Republic.     

Deunionization and pay inequality in OECD Countries: A panel Granger causality approach

The impact of unionization on wage inequality has been examined by a vast literature. Focusing mostly on the US and the UK in time series analyses or on OECD countries in panel data analyses, a bulk of these studies have found a negative impact of deunionization (i.e. decline in the union density rate) on distribution of wages. By utilizing two inequality data sets both provided by the University of Texas Inequality Project and the union density data set provided by OECD this paper contributes to the literature, analyzing the causality relationship between deunionization and pay inequality for 24 OECD countries for the 1963–2000 period within a panel Granger structure. Our findings show not only that there is causality from union density to income inequality but also, perhaps more importantly, point out that there is causality running from income inequality to union density for various set of countries and time periods.     

Religiosity and income: a panel cointegration and causality analysis

In this article, we examine the long-run relationship between religiosity and income using retrospective data on church attendance rates for a panel of countries from 1930 to 1990. We employ panel cointegration and causality techniques to control for omitted variable and endogeneity bias and test for the direction of causality. We show that there exists a negative long-run relationship between the level of religiosity, measured by church attendance, and the level of income, measured by the log of GDP per capita. The result is robust to alternative estimation methods, potential outliers, different samples, different measures of church attendance and alternative specifications of the income variable. Long-run causality runs in both directions, higher income leads to declining religiosity and declining religiosity leads to higher income.     

Cointegration and causality in the exports-GDP nexus: The post-war evidence for Canada

This paper tests for unit roots, cointegration, and Granger-causality in the exports-GDP nexus in Canada 1947–96, using both bivariate and trivariate models. Contrary to previous studies we cannot conclude that economic growth is either export-led, or output-driven, but rather that strong bi-directional causality exists between Canadian exports and GDP, and the GDP of its main trading partner, the United States. First version received: April 1998/final version received: March 1999     

Health spending and public pension: evidence from panel data

This article empirically investigates the determinants of aggregate health expenditure in a panel of OECD countries from 1980 to 2005. We differ from most existing studies by testing some new determinants motivated by recent theoretical advances in the literature. We find that a one percentage increase in public pension payments per elderly person leads to approximately a one third percentage increase in aggregate health spending, and this effect is significant and robust across a variety of model specifications. A back of the envelope calculation based on this estimate suggests that the expansion of the public pension programme on average accounts for approximately over one fifth of the rise in aggregate health expenditure as a share of GDP in the set of OECD countries during 1980–2005. In addition, we find that the estimated effect of GDP per capita in our model ranges from 0.66 to 0.80, which is consistent with the results from some recent studies, and thus further reinforces the finding in the literature that health care is not a luxury good.     

The government spending and private consumption: a panel cointegration analysis

In this article, whether an increase in government spending will crowd out the private consumption is re-examined. This article augments the empirical literature by extending this issue to panel data. The empirical framework applies the panel cointegration model, dynamic OLS (DOLS), proposed by Kao and Chiang [On the estimation and inference of a cointegrated regression in panel data. Working Paper, Economics Department, Syracuse University, 1999.]. Evidence from 24 OECD countries indicates a significant degree of substitutability between government spending and private consumption when the real disposable income is included, which rejects the permanent income hypothesis. The existence of crowding out renders the Keynesian plea for expansionary fiscal policy unconvincing.     

Broadband penetration and economic growth nexus: evidence from cross-country panel data

This article investigates whether there are Granger causal relationships between broadband penetration, degree of urbanization, foreign direct investment and economic growth using a panel data set covering the G-20 countries for the period 1998–2011. Using our multivariate framework, we first find that all of the variables are cointegrated. Our findings further reveal a network of causal connections between the variables including short-run bidirectional causality between broadband penetration and economic growth among the more developed countries within the G-20. On the other hand, for the developing countries within the G-20, there is evidence of unidirectional causality from economic growth to broadband penetration.