Defence spending,economic growth and temporal causality: evidence from Taiwan and mainland China, 1952-1995

This paper uses a cointegration analysis and a vector autoregressive model (VAR) to examine the causal relationship between defence spending and economic growth for Taiwan and Mainland China over the period 1952–1995. It is found that these two variables are not cointegrated for both countries studied. The results of the Granger causality tests suggest bidirectional Granger causality (feedback) between defence spending and economic growth for Taiwan, unidirectional Granger causality running from economic growth to defence spending for Mainland China, and unidirectional Granger causality running from Taiwan's defence spending to Mainland China's defence spending for cross-country studied. These results further indicate that there exists no arms race between two countries from both sides of Taiwan strait. Furthermore, impulse responses and variance decompositions are incorporated into the analysis. The results from the impulse responses and variance decompositions tell a similar story.     

Exports, imports, and economic growth in Portugal: evidence from causality and cointegration analysis

This paper investigates the Granger-causality between exports, imports, and economic growth in Portugal over the period 1865–1998. The role of the import variable in the investigation of exports–output causality is emphasized, enabling one to test for the cases direct causality, indirect causality, and spurious causality between export growth and output growth. The empirical results do not confirm a unidirectional causality between the variables considered. There is a feedback effect between exports–output growth and imports–output growth. More interestingly, there is no kind of significant causality between import–export growth. Both results seem to support the conclusion that the growth of output for the Portuguese economy during that period revealed a shape associated with a small dual economy in which the intra-industry transactions were very limited.     

Multivariate cointegration and causality tests of Wagner's hypothesis: evidence from the UK

The purpose of this paper is to examine the issue of omitted variables in testing the long run validity of Wagner's hypothesis. Using UK data for the period 1948 to 1997, this paper first investigates the secular relationship between public spending and economic development in a bivariate system. In all cases considered, our bivariate cointegration tests indicate the absence of a long run equilibrium condition. However, the introduction of a third variable (money supply) re-establishes a cointegrating relationship between public expenditure and economic development variables. In addition, the results of the Granger's multivariate causality test indicate a unidirectional causality from income and money supply to public spending in the long run, thus providing support for Wagner's hypothesis.     

Government revenue,government expenditure,and temporal causality: evidence from China

Dissatisfied with little evidence provided on various hypotheses concerning the revenue-expenditure relation in China, this paper is an empirical endeavour to fill the gap through a battery of econometric tests for causality based on vector error correction and vector autoregression models. A more comprehensive testing strategy for unit roots and cointegration has been suggested, and a bidirectional causality pattern has been found in China's government finance. The paper thus concludes that attempts simply to change revenue or expenditure or both without taking into account of the interdependence between the two may be counter-productive, and the effects on aggregate demand of government debt-financing in the presence of inflation may not be as detrimental as some economists would expect.     

Import competition,employment and wage in US manufacturing: new evidence from multivariate panel cointegration analysis

This paper examines whether employment and wages in the US manufacturing sector exhibit any long-run relationship with import competition. The results based on a multivariate panel cointegration analysis of observations on 12 two-digit SIC manufacturing industries over the period from the third quarter of 1982 to the fourth quarter of 1992 indicate that US manufacturing employment does not bear a long-run relationship with import competition but manufacturing wage does. While the long-run correlation between import price and manufacturing wage is found to be sector sensitive panel estimation reveals a highly significant negative correlation between import price and manufacturing wage.     

The puzzle on the causality of the productivity and employment growth: evidence from firm-level data

This article analyses the causality between the firm’s employment and productivity growth based on the population of manufacturing firms registered in Slovenia in the 1994–2003 period. By using the system GMM estimator, we show that the employment–productivity growth trade-off does not exist. Moreover, we find significant complementarities between employment and productivity growth, mostly driven by SMEs and firms from high-tech industries. Accordingly, we argue that the job-creation policy and productivity-promoting policy are complementary rather than trade-offs and that policymakers should focus on the optimal policy mix that provides the highest aggregate effect with regard to all growth aspects. Further, significant differences among the factors of employment and productivity growth suggest that job-creation policy measures are most successful when targeted at younger export-oriented firms with high total factor productivity levels and capital-intensive production. Meanwhile, the outcome of policy measures aimed at promoting productivity increases with a firm’s capital intensity and size up to the threshold employment level and with the intensity of market competition.     

The causality between FDI and sector-specific production in Turkey: evidence from threshold cointegration with regime shifts

This article considers bidirectional nonlinear cointegration relation between FDI and industrial output in Turkey. The data cover the monthly period 2005:1–2013:10 for the time series of total industrial production, 36 sub-industrial sectors’ production and FDI. Following nonlinear threshold cointegration and VECMs, the article yields that (i) total industrial production and nine sub-industrial productions have positive long-run impact on FDI with significant error corrections, (ii) six sub-industrial productions have short-term influence on FDI, (iii) FDI has long-run positive impulse on total industrial production and nine sub-industrial productions with some significant error corrections and (iv) FDI affects four sub-industrial productions in the short run as well as in the long run. The results of VECMs from (i) also reveal that the all short-term adjustment parameters are found significant and powerful in 10 typical regimes (Regime-1s) and in 5 extreme regimes (Regime-2s). Finally, the outcome of VECMs from (iii) yields that short-term adjustment parameters are found significant and powerful in two typical regimes and in four extreme regimes. Eventually, considering FDI’s positive impact in the short and long run, this article suggests that policymakers promote specifically the FDI inflows to the sectors of intermediate goods, manufacture of beverages, manufacture of rubber and plastic and manufacture of other nonmetallic mineral products.     

Research output and economic growth in G7 countries: new evidence from asymmetric panel causality testing

Recent studies have shown increasing interest on the relationship between research output and economic growth. The study of such a relationship is not only of theoretical interest, but it can also influence specific policies to improve the quality, and probably the quantity of research output. This article has studied this relationship in G7 countries using the asymmetric panel causality test of Hatemi-J (2011). Our results show that only the UK shows a causal relationship from the output of research to real GDP. However, when the signs of variations are taken into account, there is an asymmetric causality running from negative research output shocks to negative real GDP shocks.     

On the relationship between female labour force participation and fertility in G7 countries: evidence from panel cointegration and Granger causality

This article examines the relationship between the female labour force participation rate and total fertility rate for the G7 countries from 1960 to 2006 using panel unit root, panel cointegration, Granger causality and long-run structural estimation. The article’s main findings are that the female labour force participation rate and total fertility rate are cointegrated for the panel of G7 countries; that long-run Granger causality runs from the total fertility rate to the female labour force participation rate and that a 1% increase in the total fertility rate results in a 0.4% decrease in the female labour force participation rate for the G7 countries.     

Multi-scale causality between saving and growth: evidence from China

In this article, we use a wavelet-based Granger causality approach to examine the multi-scale causality between saving and growth for China. We show that significant causality runs from saving to growth for most timescales, whereas multi-scale causality from growth to saving is not statistically significant. Our subsample results suggest that economic systems have remarkable effects on the multi-scale causality. Overall, our study provides a novel perspective to deeply explore the relationships between macroeconomic variables.     

The external debt contribution to output,employment, productivity and consumption: A model and an application to Chile

A foreign-capital-dependent investment equation is used to generate capital stock series, towards estimating a non-homogeneous variable elasticity of substitution production function. Debt contributions are derived from here. For Chile between 1960 and 1982, a negative correlation between foreign capital and domestic savings, and a low marginal product of capital, account for minimal debt contributions. However, factor price distortions, capacity under-utilization, preferences for current consumption, short planning horizons combined with huge debt, unrealistically rigid assumptions of previous work and model limitations, all suggest substantial direct consumption costs of default or repudiation, and through them, indirect output and income costs.     

Co-breaking,cointegration, and weak exogeneity: Modelling aggregate consumption in Japan

This paper aims to estimate a parsimonious data-congruent model for aggregate real consumption in Japan using quarterly data over the past two decades. Testing co-breaking, cointegration and weak exogeneity plays an important role in pursuing the model reduction. It is demonstrated that co-breaking removes a deterministic shift caused by the collapse of the bubble economy in Japan in the early 1990s. Multivariate cointegration analysis then reveals that inflation plays a critical role in accounting for the long-run behaviour of the aggregate consumption. Further analysis finds that inflation and aggregate income are weakly exogenous with respect to a set of parameters of interest. Finally, a parsimonious data-congruent model for the aggregate consumption is estimated conditional on the set of weakly exogenous variables.     

Happiness and consumption: evidence from China

Using the 2012 China Household Finance Survey, this study finds that happiness in China is positively associated with expenditures on status-related and socially motivated goods, not with spending on improving material well-being or primarily intended for procuring material goods. It also reveals that socially motivated consumption has a status element and the effects of different types of consumption on happiness vary with people’s educational background.     

The long-run effect of aid on health: evidence from panel cointegration analysis

Although a major objective of aid donors is to improve health outcomes in recipient countries, there is relatively little research on whether aid to the health sector leads to improved health outcomes, and even less on the impact of total aid. This paper examines the relationship between total aid and population health using panel cointegration and causality techniques designed to deal with problems afflicting previous aid-health studies: spurious regressions, omitted variables, endogeneity, cross-sectional dependence, and parameter heterogeneity. The main results are: (i) aid has, on average, a small but negative long-run effect on health, (ii) while the long-run (or trend) effect of aid on health is negative, the short-run (temporary) effect of aid on health is positive, (iii) causality runs in only one direction, from aid to health, and (iv) aid worsens health mainly in sub-Saharan countries, but has a positive, albeit statistically insignificant, long-run impact on health in Latin American and Caribbean countries and in countries with negative values of net ODA.     

ICT and employment generation: evidence from Turkish manufacturing

This study is said to be the first attempt in exploring the impact of information and communication technologies (ICT) capital on employment generation/destruction in Turkish manufacturing industry by using labour demand estimation framework. The analysis is based on firm-level data, which includes all firms employing 20 or more employees in Turkish manufacturing for the period 2003–2013. Our findings based on system GMM estimations show that ICT has employment-enhancing effects in Turkish manufacturing. Moreover, our results provide the evidence that tangible ICT capital has stronger employment generation impact than that of intangible ICT capital in medium- and low-tech industries.     

Offshoring,wages, and employment: Theory and evidence

This paper investigates the wage and employment effects of offshoring. I use firm-level data and two events in Mexico as a natural experiment to identify the effects of a fall in the marginal cost of offshoring to Mexico. I find that domestic wages actually rise at US firms likely to take advantage of this new offshoring opportunity. At the same time, domestic wages fall at US firms unlikely to take advantage of this opportunity. Furthermore, I find no evidence of greater domestic job loss at the former compared to the latter firms. These findings are consistent with productivity effects from offshoring. To explain the mechanism, I develop a theoretical framework that combines heterogeneous firms with imperfect labor markets and rent-sharing. Firms likely to take advantage of new offshoring opportunities increase their productivity and profitability at the expense of their competitors. Through rent-sharing, this channel leads to higher domestic wages at the former firms relative to the latter. Further, there is no empirical evidence of greater domestic job loss at the firms likely to expand their offshoring compared to their competitors that are unlikely to increase their offshoring.     

Insurance development,banking activities,and regional output: evidence from China

This paper applies panel cointegration tests and panel vector error correction models to investigate the interrelationship among the banking sector, insurance market, and regional output based on the samples from 25 Chinese provinces. We first find that there is a fairly strong long-run cointegrating relationship among real GDP, banking credit, and real insurance premiums. Second, both insurance markets (life and non-life) and the banking sector have a positive effect on real output. Third, we determine that banking activities and economic growth exhibit long-run and short-run bidirectional causalities. Fourth, there is fairly strong evidence in favor of the hypothesis for the long-run bidirectional causal relationships between insurance premiums and economic growth, taking into account the critical channel of the banking sector. Finally, we provide some beneficial suggestions for investors and policy-makers.     

Government spending and revenues in the Greek economy: evidence from nonlinear cointegration

This paper attempts to re-evaluate the long-run macroeconomic relationship between government revenues and expenditures of the Greek economy over the period 1999–2010. The empirical analysis applies the newly developed asymmetric ARDL cointegration methodology of Shin et al. (2011) which permits more flexibility in the dynamic adjustment process towards equilibrium, than in the classical case of a linear model. Our findings point towards the fiscal synchronization hypothesis, supporting evidence of asymmetric interactions between the two fiscal components in both the long- and the short-run time horizon. More particularly, in the long-run, the negative changes of expenditures dominate the response of revenues, while the opposite applies in the response of expenditures.     

E-commerce,R&D,and productivity: Firm-level evidence from Taiwan

This study investigates the impact of e-commerce and R&D on productivity, using a unique panel dataset obtained from Taiwanese manufacturing firms for the period from 1999 to 2002. We specifically consider the network externalities of e-commerce and employ the system generalized method of moment (GMM) technique to deal with the endogenous problem of e-commerce adoption. The empirical results show that both e-commerce and R&D capital have a positive influence on productivity, while R&D exhibits a larger productivity-enhancing effect. We also find a complementary relationship between e-commerce and R&D on enhancing productivity. Crucially, the inter-industry network externality of e-commerce significantly contributes to productivity.