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This paper investigates the relationship between health and labour market participation considering the potential role played by the presence of children and elderly persons (with/without disabilities) in Italian households.

The authors use longitudinal data from the European Union Statistics on Income and Living Conditions and full-information maximum likelihood to estimate a two-equation model (one equation for labour force participation and one for health status) with instruments to address the endogeneity of the labour force participation choice. The model is estimated separately by gender.

The authors find that while the presence of children, elderly persons or both is positively associated with the health status of both genders, the presence of disabled elderly persons exerts a negative role. As for participation, interesting differences emerge. The presence of children discourages women's participation but is positively associated with men's labour force participation. Interestingly, a caring role for elderly persons without disability emerges for both genders when the presence of children is combined with that of elderly people. Gender differences are also at work for the role of childcare services and elderly and/or disabled home care/assistance.

The findings indicate a possible caring role for elderly persons without disabilities, neutralizing the effect of the presence of children on the labour force participation of both genders. The results also suggest that greater coverage of care services should increase the active participation of women in the labour market.

The post‐World War ? period has been one of intense development activity throughout the world. Lesser developed countries have showed significant economic growth throughout this time‐span. Among the many consequences which are attributed to development, changes in gender relations are often mentioned. However, prior research has been unable to establish conclusively how economic development is related to gender inequality, particularly as this is referenced by women's participation in important economic activities. For example, some researchers have found that as development increases, women's participation in and return from the economy declines, others that it increases, and several have suggested it first declines then increases. Similar uncertainties exist about how an increasing emphasis on producing goods for export, and the often‐accompanying reliance on foreign investment, affects women's work. Recent research also suggests that the consequences of development are more diverse than previously thought. Recognition of the diversity requires greater specification of the links between developmental diversity and women's labor force participation.

The purpose of this paper is to analyse the labour force participation of older persons (aged 60 and above) in India from 1983 to 2011-2012. The paper also briefly reviews the conditions of work for the elderly and examines different socio-economic and demographic factors that are associated with labour force participation of elderly in India.

The author uses data from repeated cross-sectional rounds of Employment and Unemployment Surveys of National Sample Survey Office from 1983 to 2011-2012. The author uses probit regression model to identify the socio-economic and demographic variables that are associated with the labour participation of the elderly in India.

The results show that labour force participation rate of older persons in rural India remained almost stable between 1983 and 2011-2012, despite the rapid economic growth that India experienced during the same period. Further, the results show that among the elderly, those who belong to relatively poor socio-economic status are more likely to participate in the labour force. It is observed that large percentage of the elderly workforce are engaged in poorly paid jobs in the informal sector, either as casual workers or as self-employed in low-skilled or unskilled occupations.

This paper is mostly descriptive in its analysis and it only points to the possible socio-economic and demographic determinants of elderly labour force participation in India.

Given that the studies on employment of elderly in India are scanty, this paper provides new evidence on changes in labour force participation of elderly over last three decades. Further, this study makes an attempts to understand who among the elderly most likely to participation in labour force in India.

This paper aimed examining the contribution of female labour force participation rate on economic growth in the sub-Saharan Africa during the period of 1991–2019.

The study employed a sample of 42 sub-Sahara African countries using annual data from the World Bank development indicators. The long-run causal effect of female labour force and economic growth was analysed using the Autoregressive Distributed Lag model and Granger causality test for causality and direction since the variables did not have the same order of integration.

The estimated results indicate that a long-run causal relationship exists between female labour force and economic growth in sub-Sahara Africa and the direction of causality is unidirectional running from economic growth to female labour force. The results also showed that female labour force participation rate negatively and significantly contributes to economic growth (GDP) is sub-Saharan Africa in the long run with an insignificantly negative contribution in the short run hence a liability.

The author recommends the promotion of women's economic empowerment to encourage female labour force participation to increase economic growth in the entire sub-Saharan region.

This paper adds to existing literature by using more comprehensive and up to econometric analysis and variables. This paper also makes further recommendation on how female labour force participation can boost economic growth in sub-Saharan Africa (SSA).

This paper adds to existing literature by using more comprehensive and up to econometric analysis and variables. This paper also makes further recommendation on how female labour force participation can boost economic growth in SSA.

This paper explores the evidence of a long-run co-movement between aggregate unemployment insurance spending and the labor force participation rate in the USA. The unemployment insurance (UI) program tends to expand during an economic downturn and contract during an expansion. UI may incentivize unemployment and may also facilitate better matching in the labor market. Statistical evidence of the presence of a co-movement will thus shed new light on their dynamics.

This research applies time-series econometric approach using monthly data from 1959:1 to 2020:3 to test threshold cointegration and estimate a threshold vector error-correction (TVEC) model. The estimates from the TVEC model investigating the nature of short-run dynamics.

The Enders and Siklos (2001) test find evidence of threshold cointegration between the two indicating the presence of long-run co-movement. The estimates from the TVEC model investigating the nature of short-run dynamics find evidence that the growth in aggregate UI spending and the growth in labor force participation rate adjust simultaneously to maintain the long-run co-movement above the threshold in the short run. The author also observes the same short-run dynamics for the growth in aggregate UI spending and the growth in the labor force participation rate for females.

This model is bi-variate by construction and does not address causality.

The author argues that the UI program positively impacts the female labor market outcomes, for example, better matching. This finding may explain the upward trend in the labor force participation rate for females in the USA.

The research findings may justify the transfer programs for minority and immigrants.

This is first research that analyzes the UI programs impact on the labor force participation using a macroeconometric approach. To the best of the author's knowledge, this is the first study in this genre.

The purpose of this study is to examine the existence of discouraged worker effect hypothesis and unemployment invariance hypothesis in Africa, including its five regional groups. Specifically, the study tests the existence of co-integration between different categories of labour force participation and unemployment rate, total male and female labour force participation and the unemployment rate for age brackets 15–24, 15–64 and 15+, respectively.

The study uses the data of 52 countries in Africa which cover the period from 1991 to 2018. Three co-integration estimation techniques namely, the Kao co-integration test, Pedroni co-integration test and Westerlund co-integration test are used to validate the existence of co-integration between the labour force participation and unemployment rate. The dynamic ordinary least square is further used to explore the impact of the unemployment rate on labour force participation, while the pooled ordinary least squares (POLS) that accounts for individual country and time effects is employed for robustness check.

Except for Southern Africa, it is found that the discouraged worker effect hypothesis holds in Africa and the rest of its regions. This suggests that there is a long-run relationship between labour force participation rate and unemployment rate irrespective of age group and gender classifications. To some extent, the authors discover the existence of cross-sectional dependence in the panel. There is also an inverse relationship between labour force participation and the unemployment rate. This implies that when the unemployment rate is high, labour force participation tends to decline. The results are, however, sensitive to the choice of estimation method.

The study is limited to the examination of linear co-integration between labour force participation and the unemployment rate in Africa and its five regions. The future study can investigate the possibility of a nonlinear or an asymmetric relationship between labour for participation and the unemployment rate.

Thus, a policy framework that would generate employment creation is greatly required in Africa.

To the best of the authors’ knowledge, this is a pioneer work that addresses the issue of co-integration between labour force participation and unemployment rate for Africa and its five regions taking into consideration gender and age brackets of labour force participation and unemployment.

Several studies have provided empirical evidence that female labor force participation rate exhibits a U‐shape during the process of economic development. The purpose of this paper is to explore the existence of U‐shape relationship in the case of Pakistan and if it does exist, what factors determine this U‐shape relationship?

For the estimation purpose data according to provinces and regions are pooled for three years. The model is estimated using a simple fixed effect test.

The results affirm the existence of U‐shaped relationship. Estimation of the pooled data attributed this U‐shape relationship with female education attainment, sectoral employment share, unemployment rate, wages and marital status. Results confirm that high rate of economic development is encouraging the female participation in the labor force by increasing the work opportunities for females. The females are taking full advantage of these increased opportunities by increasing their level of education attainment. Research limitations/implications – In testing the U‐shape hypothesis, household expenditure on fuel consumption representing level of economic development in the country is used as the data on GDP are not available at the provincial level.

This paper recommends that skill‐based education programmes should be promoted so that females could be absorbed in the formal labor market. It also recommends measures to decrease unemployment rates and improve labor market conditions.

The paper is first of its kind as it applied pooled data technique for the estimation of U‐shape relationship.

The purpose of this paper is to highlight the factors that influence the decision of married women (in the age group of 16‐60 years) to participate in labor force activities.

This is an empirical study employing the non‐linear maximum likelihood probability (probit) function on primary data (3,911 observations).

Besides other variables it has been observed that poverty remains an important determinant of female labor participation.

On the basis of this paper, a socio‐economic policy can be formulated for a developing country like Pakistan.

A development policy (especially considering the gender aspects) can be formulated on the basis of this research for the enhancement of human resource development for a developing and an orthodox economy like Pakistan.

This paper is beneficial to researchers, policy makers, and social scientists for the enhancement of the level of social welfare and equity through its findings.

The purpose of this paper is to enhance the understanding of labour force participation behaviour of married Australian women, with a focus on identifying the sources of observed inter-temporal labour force participation persistence.

A dynamic Probit model is applied to the Household, Income and Labour Dynamics in Australia (HILDA) Survey, a national representative panel survey of Australian households. The model used accounts for observed and unobserved individual heterogeneity and serially correlated transitory shocks to labour supply.

The results show that both observed and unobserved individual heterogeneity contributes to observed inter-temporal persistence of labour force participation of married Australian women, but the persistence remains even after controlling for these factors. It is also found that failing to control for serially correlated unobserved transitory shocks would lead to underestimation of genuine state dependence of labour force participation; and that state dependence of labour force participation varies with age, education, health, immigration status and the number of children under the school age.

This study adds to the international literature on labour force dynamics of women by providing Australian empirical evidence and through a flexible modelling framework. The result that there exists genuine positive state dependence in married Australian women’s labour force participation suggests that policy intervention that increases married women’s labour supply would have a long-lasting effect.

The purpose of the paper is to examine observed differences in China's ethnic majority and minority patterns of labor force participation and to decompose these differences into treatment and endowment effects.

Data from the three most recent population censuses of China are employed to explore differences in the labor force participation rates of a number of China's important ethnic groups. Gender‐separated urban labor force participation rates are estimated using logit regressions, controlling for educational attainment, marital status, pre‐school and school‐age children, household size, age, and measures of local economic conditions. The focus is on the experience of six minority groups (Hui, Koreans, Manchu, Mongolians, Uygurs, and Zhuang) in comparison to the majority Han. The technique developed by Borooah and Iyer is adopted to decompose the differences in labor force participation rates between pairs of ethnic groups into treatment and endowment effects.

Sizeable differences are found between the labor force participation rates of prime‐age urban women of particular ethnic groups and the majority Han. Men's participation rates are very high (above 95 percent) and exhibit little difference between Han and ethnic minorities. For almost all pairwise comparisons between Han and ethnic women, it is found that differences in coefficients account for more than 100 percent of the Han‐ethnic difference in labor force participation. Differences in endowments often have substantial effects in reducing this positive Han margin in labor force participation. Roughly speaking, treatment of women's characteristics, whether in the market or socially, tend to increase the Han advantage in labor force participation. The levels of these characteristics on average tend to reduce this Han advantage.

The paper analyses only one aspect of the economic status of China's ethnic minorities – labor force participation. It would be useful also to examine income, educational attainment, occupational attainment, and unemployment.

This paper contributes to and expands the scant literature on ethnicity in China's economic transition.