An investigation of cointegration and causality between fertility and female labour force participation

Both economists and demographers have long been interested in the nature of the relationship between fertility rate (BR) and female labor force participation (FR). Earlier work suggests an inverse relationship between BR and FR, except in preindustrial countries. The author applies Hsiao's version of the Granger causality method to examine the causality between BR and FR using transformed US data for the period 1948-93. An unidirectional causality is found to run from BR to FR with no feedback. These results confirm the hypothesis that the presence of small children discourages women from seeking employment outside of the home. Employment does not, however, affect a woman's decision to have children.     

The causality between fertility and female labour force participation in Japan

This study examines the correlation and reverse correlation between fertility and female labor force participation in Japan during 1950-93. The model is logarithmic and follows earlier studies by Cheng (1996) and Hsiao's (1981) version of the Granger causality method. Data were obtained from the Japan Statistical Yearbook on total fertility rates and female labor force participation rates. Tests for cointegration revealed no cointegration between measures of fertility and employment. Findings indicate that the presence of children had a strong negative effect on labor force participation. Findings are consistent with the study by Yamada and Yamada (1986) and inconsistent with the study by Hamilton (1984), who found that fertility was positive and not significantly related to female labor force participation in Japan. Findings indicate that female labor force participation had a negative and insignificant effect on fertility. These findings support findings from studies by Sprague (1988) and Maddavi (1990) and contest findings of Hamilton (1984) and Yamada and Yamada (1986) that showed negativity and significance. The authors view their findings as correctly specified and supportive of a causality that favors fertility affecting labor force participation without feedback. Findings indicate that employment does not prevent or reduce the probability of having more children. Having young children at home does strongly discourage women from seeking employment outside the home.     

Female labour force participation,fertility and infant mortality in Australia: some empirical evidence from Granger causality tests

This study applies Granger causality tests within a multivariate error correction framework to examine the relationship between female participation rates, infant mortality rates and fertility rates for Australia using annual data from 1960 to 2000. Decomposition of variance and impulse response functions are also considered. The main findings are twofold. First, in the short run there is unidirectional Granger causality running from the fertility rate to female labour force participation and from the infant mortality rate to female labour force participation while there is neutrality between the fertility rate and infant mortality rate. Second, in the long run both the fertility rate and infant mortality rate Granger cause female labour participation.     

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.     

The effect of fertility on labour force participation: The Spanish evidence

Abstract. The aim of this paper is to estimate the effect of fertility on the decision of labour force participation of married females in Spain, allowing for the existence of unobserved characteristics that affect both fertility and participation. We use a pooling of five waves of the European Household Panel for Spain (1994–1998). Results indicate that not taking into account the unobserved characteristics that affect both variables imposes on average a strong downward bias on the true effect of fertility on participation. This bias is especially strong for highly educated females. We are grateful to Raquel Carrasco and an anonymous referee for helpful comments. Financial support from Gobierno Vasco (PI-1999-160)), Ministry of Education and Science (BE2000-1394), Instituto de la Mujer and Universidad del País Vasco (UPV 00035.321-13511/2001) is gratefully acknowledged.     

Migration and labour markets in OECD countries: a panel cointegration approach

This article examines the interaction between immigration and the host labour market of 14 Organization for Economic Co-operation and Development (OECD) countries using nonstationary panel data methodology. We estimate a trivariate Vector Error Correction Model (VECM) and derive causality tests to simultaneously assess the long- and short-term macroeconomic impact of newcomers on wages and unemployment levels in the host country. The results suggest that an increase of migrants is likely to increase wages in the destination countries in the short run but to increase them in the long run. There is no evidence of adverse effects on unemployment due to immigration in short and long-term except for Anglo-Saxon countries in the short term. Our findings also show that immigration is conditioned by levels of unemployment and wages especially in Anglo-Saxon countries.     

Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis

This study using Kónya (2006) [Kónya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data approach. Economic Modelling 23, 978–992.] method of bootstrap panel Granger causality analysis, which considers the issues of cross-sectional dependency and slope heterogeneity among countries investigated simultaneously, analyzes the causality between financial development and economic growth among ten Asian countries surveyed during period 1980 to 2007. We find that the direction of causality between financial development and economic growth is sensitive to the financial development variables used in the ten Asian countries examined in this work. Moreover, our findings support the supply-leading hypothesis, as many financial development variables lead economic growth in some of the ten Asian countries surveyed, especially in China.     

The causal relationship between natural gas consumption and economic growth: evidence from the G7 countries

This article re-examines the nature of the causality between natural gas consumption and economic growth in G7 countries over the period from 1965 to 2011. We employ the Granger causality procedure proposed by Emirmahmutoglu and Kose (2011) which takes into account cross-sectional dependency and heterogeneity across countries. Our overall empirical results support the neutrality hypothesis for the panel while the individual country results confirm the same result with the exception of the case of UK, where the conservation hypothesis is confirmed, showing that GDP causes natural gas consumption in the country. These results make policies that promote the consumption of natural gas risk-free with regard to their effects to the economic growth and development levels.     

Exports and growth: Granger causality analysis on OECD countries with a panel data approach

This paper investigates the possibility of Granger causality between the logarithms of real exports and real GDP in twenty-four OECD countries from 1960 to 1997. A new panel data approach is applied which is based on SUR systems and Wald tests with country specific bootstrap critical values. Two different models are used. A bivariate (GDP–exports) model and a trivariate (GDP–exports–openness) model, both without and with a linear time trend. In each case the analysis focusses on direct, one-period-ahead causality between exports and GDP. The results indicate one-way causality from exports to GDP in Belgium, Denmark, Iceland, Ireland, Italy, New Zealand, Spain and Sweden, one-way causality from GDP to exports in Austria, France, Greece, Japan, Mexico, Norway and Portugal, two-way causality between exports and growth in Canada, Finland and the Netherlands, while in the case of Australia, Korea, Luxembourg, Switzerland, the UK and the USA there is no evidence of causality in either direction.     

Immigration,unemployment and GDP in the host country: Bootstrap panel Granger causality analysis on OECD countries

This paper examines the causality relationship between immigration, unemployment and economic growth of the host country. We employ the panel Granger causality testing approach of Kònya (2006) that is based on SUR systems and Wald tests with country specific bootstrap critical values. This approach allows one to test for Granger-causality on each individual panel member separately by taking into account the contemporaneous correlation across countries. Using annual data over the 1980–2005 period for 22 OECD countries, we find that, only in Portugal, unemployment negatively causes immigration, while in any country, immigration does not cause unemployment. On the other hand, our results show that, in four countries (France, Iceland, Norway and the United Kingdom), growth positively causes immigration, whereas in any country, immigration does not cause growth.     

Money and prices: evidence from the G7 countries

This paper examines the exogeneity of money and prices within a money demand vector error-correction model. The exogeneity of the variables is central to several ‘buffer stock’ models. However, the paper makes two modifications to the traditional approach. The first is to explicitly acknowledge the importance of the supply of money function by including the function alongside its demand counterpart. The second is to estimate the behaviour of the nominal sector and real sector simultaneously. Overall, the results from the G7 countries suggest that the concerns raised by ‘buffer stock’ models are relevant.     

Household formation rules,fertility and female labour supply: Evidence from post-communist countries

This paper explains how household formation rules affect the fertility and labour supply of women in the Former Soviet Union and neighbouring countries. Women who bear a male first child in countries dominated by traditional, patrilocal households are shown to have substantially lower subsequent fertility from those whose first child is female. Where households are generally nuclear, male first borns do not reduce subsequent fertility. Middle-aged women in more patrilocal contexts often work less if their first child is male, despite reduced fertility and being more likely to reside with a daughter-in-law. In more nuclear contexts, they tend to work more. These findings suggest that household formation rules are strongly related both to women’s demand for sons and to the direction of intergenerational transfers.     

On the Granger causality between median inflation and price dispersion

The Granger-causal relationship between the size and dispersion of fluctuations in sub-components of the US Consumer Price Index (CPI) is examined using both in-sample and out-of-sample tests and data from January 1968 to December 2008. Strong in-sample evidence is found for feedback between median inflation and price dispersion; the evidence for Granger-causation from median inflation to price dispersion remains strong in out-of-sample testing, but is less strong for Granger-causation in the opposite direction. The implications of these results for the variety of price-level determination models in the literature are discussed.     

Performance and revenue in professional league football: evidence from Granger causality tests

Using a dataset comprising annual performance (measured by final league position) and gate revenue for 77 Football League clubs which maintained unbroken league membership between 1946 and 1994, the relationship between performance and revenue is investigated using cointegration and causality tests. A cointegrating relationship between performance and revenue is established in only 10 cases out of 77, although it is argued that some caution is required in interpreting these results, due to the low power of the relevant tests in relatively small samples. In Granger causality tests, more evidence is found of causality running from lagged revenue to current performance than of causality in the opposite direction, while the dependence of performance on revenue seems to be greater for the smaller clubs than for the larger. These results lend empirical support to the popular view that, unless checked by mechanisms for revenue redistribution within the league, the natural tendency is for success to become concentrated increasingly among a small group of elite, wealthy clubs.     

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.     

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.     

Government expenditure and economic growth: evidence from G7 countries

This paper examines Wagner's Law of Public Expenditure, which emphasizes economic growth as the fundamental determinant of public sector growth, using time series data drawn from the G7 industrialized countries over the sample period 1960 1993. It presents evidence on both the short- and long-run effects of growth in national income on government expenditure by resorting to recent developments in the theory of cointegrated processes. An attempt is also made in this study to examine if Wagner's Law holds between certain key components of government expenditure and income.     

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.