Incentives to self-employment decision in Sweden

The objective of this paper is to empirically examine the determinants of the self‐employment decision, with a particular focus on gender differences and occupational choice by using register‐based individual panel data for the period 2003 to 2006. Individuals choose to move into self‐employment out of three possible initial statuses: paid employment, combiner or inactivity. These groups are of specific interest for the Swedish political agenda. The question that we specifically pose is how a set of socio‐economic factors separately induce men and women in these three statuses to enter self‐employment.     

Gender,entrepreneurship and food security in Niger

In many African countries, the income generated from the informal sector and the entrepreneurship is particularly important for reducing poverty. Previous studies have not found clear evidence on the relationship between self‐employment by gender and food security. We argue that this may be a result of the gender inequality in resource accessibility. In this paper, we analyze the implication of household entrepreneurship on food security in Niger, where gender disparities in resource accessibility are reduced. We find that owning female‐managed non‐agricultural enterprises is positively related to food accessibility and food availability within female‐headed households. The results draw the attention on reducing gender differences in resource accessibility in entrepreneurship for improving food security.     

Married women's labor supply and economic development: Evidence from Sri Lankan household data

Women's labor supply in Sri Lanka has increased steadily since the early 1990s following economic reforms, but remains well below the level predicted by national income, a feature shared by a number of Asian and Latin American countries that have undergone similar reforms and economic growth. To understand the microeconomic determinants of women's work in Sri Lanka's growing economy, this paper estimates a binary‐choice model of married women's labor supply using household survey data spanning a 23‐year period. Decomposition and cohort analysis reveal that women have been drawn into the workforce through falling fertility rates, rising tertiary education, and declining income effects among younger generations, but other factors have undermined this positive trend. Educational attainment reduces married women's labor supply except at the tertiary level, consistent with social stigmas associated with married women in non‐white‐collar employment. The strict sectoral segregation of married women by education level supports this hypothesis. In addition, growth has been concentrated in low‐skilled sectors with self‐employment more prevalent, reducing employment prospects of educated women and prompting their labor force withdrawal. This suggests it is the structure of economic development, rather than speed, that matters for women's labor force activity.     

The Gender Wealth Gap in Europe: Application of Machine Learning to Predict Individual-level Wealth

This article provides comparative estimates of the gender wealth gaps for 22 European countries, employing data from the Household Finance and Consumption Survey. The data on wealth are collected at the household level, while individual-level data are needed for the estimates of gender wealth gaps. We propose a novel approach using machine learning and model averaging methods to predict individual-level wealth data for multi-person households. Our results suggest that random forest performs best as the predicting tool for this exercise, outperforming elastic net and Bayesian model averaging. The estimated gender wealth gaps tend to be in favor of men, especially at the top of the wealth distribution. Men have 24 percent more wealth than women on average. We also find that a high home ownership rate is associated with a smaller country-level gender wealth gap. Our estimates suggest that the individual-level wealth inequality is on average 3 pp higher than the household-level wealth inequality in multi-member households.     

Gender differences in self‐employment

This paper examines the factors that influence transitions into self‐employment, paying particular attention to gender differences. We find that: (i) men are more responsive to the wage differential between wage/salaried employment and self‐employment; (ii) liquidity constraints are more important for men; and (iii) the link between father's self‐employment status and the probability of self‐employment is stronger for men. Taken together, these results suggest that, for women, self‐employment is a closer substitute for part‐time work and labour‐market inactivity than it is for men. We attribute such differences to the different labour market opportunities and occupational strategies of women.     

Gender gap in self‐employment: The role of risk attitudes

This paper examines the link between the willingness to take risk and the gender gap in self‐employment in the transition economy, where for decades entrepreneurship was considered a crime. Using rich data on risk preferences and entrepreneurial activities, we show that male–female risk tolerance differential is the main determinant of the gender gap in self‐employment in Ukraine. The decomposition results indicate that up to 38% of the gap can be attributed to this factor. Robustness tests support the validity of the baseline findings by suggesting that the results are not confounded by such factors as being unemployed before starting a current job, having a self‐employed household member, or living in a relatively wealthy household before transitioning to self‐employment.     

Gender Employment Disparities,Financialization, and Profitability Dynamics on the Eve of Italy's Post-2008 Crisis

This study explores aggregate profitability in Italy from 1994 to 2008 in its connection with structural change and gender employment disparities. Using decomposition analysis, the study finds that aggregate profit rate declined, but the profit share did not. Male variables – such as earnings, output, employment, and working hours – tended to have more weight than female ones in explaining aggregate outcomes. Structural change also played a major role, as the economy specialized in sectors with falling real wages and wage shares, especially the financial sector and construction. Further falls in the wage share and widening wage gaps may not guarantee a rise in profitability. This result entails that “neo-mercantilist” approaches to solve the crisis might only prepare the next crisis, while a coordinated expansion of demand could be more successful. Moreover, gender issues should not be neglected in terms of favoring women's employment and entrepreneurship.     

Discriminating factors of women's employment

Italy exhibits a dramatic level of territorial heterogeneity in terms of socio-economic dynamics and in the economic position of women. We employ this territorial variance to assess the impact of selected policies and institutions on men's and women's employment using microeconomic data. Such an analysis provides results partly different from what was expected on the basis of cross-country aggregate evidence on industrialized countries. Aggregate growth and tertiarization of the economy are surprisingly found beneficial only to men's employment, while culture and discrimination are relevant for women's. Social Assistance is found highly significant too, with the provision of services being more beneficial to women's employment than monetary transfers.     

Labour mobility during transitionEvidence from Georgia1

This article deals with labour mobility in Georgia during economic transition. We use quarterly 1998–99 panel data to examine mobility across six labour market statuses (inactivity, unemployment, formal wage employment, informal wage employment, self‐employment and farming). Our findings are consistent with the hypothesis of labour market segmentation. Formal employment is preferred to informal employment. Unemployment is largely a queuing device for individuals with higher education waiting for formal jobs. Some self‐employment is subsistence activities and consistent with a segmented labour market, while other is high risk and potentially high return activities. Age, gender and education are significant determinants of labour mobility. Finally, informal employment serves as a buffer in times of recession – with farming and informal wage employment absorbing labour shed by other statuses during the Russian financial crisis.     

Skilled and Unskilled Immigrants and Entrepreneurship in a Developed Country

Evidence from some OECD countries suggests that skilled immigrants are over‐represented in entrepreneurship. We offer an analytical explanation to show that it may be a direct outcome of asymmetric information between immigrants and potential employers in the rich countries. Limiting occupational choices to self‐employment and employment, we show that skilled immigrants vis‐à‐vis natives may be proportionally over‐represented in small businesses. This compensates for the income loss in the labor market. It results from higher critical risk aversion among skilled immigrants compared with natives and subsequently leads to higher average income for all immigrants in the cross‐section. Finally, we show why a lesser number of unskilled immigrants enter self‐employment and discuss the speed of income convergence between all immigrants and natives.     

MODELING THE INCIDENCE OF SELF‐EMPLOYMENT: INDIVIDUAL AND EMPLOYMENT TYPE HETEROGENEITY

Modeling the incidence of self‐employment has traditionally proved problematic. Although the supply‐side characteristics of the self‐employed are well documented, we argue that the literature has neglected demand‐side aspects. We explore the determinants of self‐employment using the U.S. Survey of Consumer Finances. We present results from an econometric framework that allows us to model, separately and simultaneously, the influences of individual heterogeneity (i.e., supply‐side factors) and employment type heterogeneity (i.e., demand‐side factors) on the probability of self‐employment. Our findings suggest that while individual characteristics are important determinants of self‐employment, there are factors specific to the type of employment that influence self‐employment. (JEL J23, J33, C25, C10)     

PARTIAL ADJUSTMENT WITHOUT APOLOGY*

Econometric partial adjustment models perform relatively well at the aggregate level; however, many kinds of microeconomic behavior involve discrete and occasional choices. Analyzing the classic employment adjustment problem, we show how a generalized partial adjustment model tractably accommodates both observations by aggregating the actions of heterogeneous producers facing fixed adjustment costs. Aggregate disturbances cause changes in establishment‐level target employment and in the measure of establishments actively adjusting to their target, whereas aggregate responses exhibit partial adjustment. Our framework also can be applied in general equilibrium settings with persistent idiosyncratic shocks without forfeiting the convenient use of linear solution methods.     

EMPLOYMENT PROTECTION,TECHNOLOGY CHOICE,AND WORKER ALLOCATION

We show empirically that high‐risk sectors, which contribute strongly to aggregate productivity growth, are relatively small and have relatively low productivity growth in countries with strict employment protection legislation (EPL). To understand these findings, we develop a two‐sector matching model where firms endogenously choose between a safe technology and a risky technology. For firms that have chosen the risky technology, EPL raises the costs of shedding workers in case they receive a low productivity draw. According to our calibrated model, high‐EPL countries benefit less from the arrival of new risky technologies than low‐EPL countries. Parameters estimated through reduced‐form regressions of employment and productivity on exit costs, riskiness, and in particular their interaction are qualitatively similar for actual cross‐country data and simulated model data. Our model is consistent with the slowdown in productivity in the European Union relative to the United States since the mid‐1990s.     

The “Make‐up” of a Regression Coefficient: Gender Gaps in the European Labor Market

We provide a comprehensive picture of the relationship between labor market outcomes and age by gender in the 28 European countries covered by the European Statistics on Income and Living Conditions. The analysis is based on a somewhat unconventional approach that refers to concentration curves in the Gini regression framework. It allows identification of ranges in the explanatory variables where local slopes change sign and/or size, i.e. the components that “make up” a regression coefficient. Gender is a crucial factor differentiating participation among workers, although employment–age profiles do not substantially differ. Relevant differences in age profiles concern working‐hours patterns: some countries are characterized by an almost specular behavior in men and women; other countries instead show similar patterns. Generally, earnings increase with age for both men and women. However, local regression coefficients are not monotonic over the entire age range and can even be locally negative in some countries.     

Exploring The Gender Effect On Europeans’ Retirement Savings

This paper investigates whether European women have the same probability of saving for retirement as European men and if driving factors for this saving behavior differ by gender. The evidence is based on a sample of 6,036 individuals from eight European countries (France, Germany, Italy, the Netherlands, Poland, Spain, Sweden, and the United Kingdom). The results show that European women are less likely to save for retirement than men, although the determinants of this decision are similar for both genders. Moreover, the results suggest that country-level institutional factors play a more important role on the individual's retirement attitudes than gender differences.     

AGGREGATE EMPLOYMENT DYNAMICS AND (PARTIAL) LABOUR MARKET REFORMS

European labour markets have undergone several important innovations over the last three decades. Most countries have reformed their labour markets since the mid‐1990s, with the liberalization of fixed‐term contracts and temporary work agencies being the common elements to such reforms. This paper investigates the existence of a change in the dynamic behaviour of the aggregate employment for major European Union countries – France, Germany, Italy and Spain. According to our results, partial labour market reforms have made the response of the aggregate employment to output shocks larger and quite comparable to that found for the UK – the most flexible labour market in Europe since the Thatcher reforms.     

Financial markets and firm size: The role of employment protection laws and barriers to entrepreneurship

This article provides evidence on the institutional determinants of firm size for the period 1980–1998. Using a comprehensive longitudinal database across 29 industrial sectors in 15 Organisation for Economic Co-operation and Development (OECD) countries, we study how labour regulations and barriers to entrepreneurship (BE) affect industrial organization in the presence of capital market frictions. We show that strict employment protection laws (EPL) and high BE negatively affect firm size in sectors that are more dependent on external funds. Our findings demonstrate that the interaction between market regulations and financial market imperfections help to explain some of the differences in firm structure across countries.     

The macroeconomic determinants of private equity investment: a European comparison

A strong private equity (PE) market is a cornerstone for commercialization and innovation in modern economies. However, substantial differences exist in the relative amounts raised and invested in PE across European countries. We investigate the macroeconomic determinants of PE investment in Europe, focusing on the comparison between Central and Eastern European (CEE) and Western European countries. Our estimations are based on a data set running from 2001 to 2011 that covers 16 countries. Applying robust estimation techniques, we identify a ‘robust’ set of determinants of PE activity in both regions. We find similarities as well as differences in the driving forces of PE investments in Western European and CEE countries. Our results suggest that economic activity, the inflation rate, equity market capitalization, unit labour costs, the unemployment rate as well the the institutional and legal environment are significant determinants of PE activity.     

Trends in China’s gender employment and pay gap: Estimating gender pay gaps with employment selection

In contrast to the United States and European countries, China has witnessed a widening gender pay gap in the past two decades. Nevertheless, the size of the gender pay gap could still be underestimated as a result of not accounting for the low-wage women who have dropped out of the labor force. As shown by a large and representative set of household survey data in China, since the 1980s the female employment rate has been falling and the gap between male and female employment rates has been increasing. We estimate the gap size using Heckman’s selection-correction model and bounds of the raw gender pay gap, taking into consideration the different male and female employment rates in China. The results support the view that the gender pay gap estimate is biased without taking into account employment selectivity.     

Can Minimum Wages Close the Gender Wage Gap?

Using manufacturing plant‐level census data, this paper demonstrates that minimum wage increases in Indonesia reduced gender wage gaps among production workers, with heterogeneous impacts by level of education and position of the firm in the wage distribution. Paradoxically, educated women appear to have benefitted the most, particularly in the lower half of the firm average earnings distribution. By contrast, women who did not complete primary education did not benefit on average, and even lost ground in the upper end of the earnings distribution. Minimum wage increases were thus associated with exacerbated gender pay gaps among the least educated, and reduced gender gaps among the best educated production workers. Unconditional quantile regression analysis attests to wage compression and lighthouse effects. Changes in relative employment prospects were limited.