What really matters in a job? Hedonic measurement using quit data

This paper uses labour market spell data from the first seven waves of the British Household Panel Survey (BHPS) to model separations and quits. Three main results emerge. First, job satisfaction data are powerful predictors of both separations and quits, even controlling for wages, hours and standard demographic and job variables. Second, the comparison of the power of seven domain job satisfaction measures in a quit equation yields a ranking of job characteristics: job security and pay are the most important, followed by use of initiative, the work itself, and hours of work. This ranking differs markedly across different labour market groups. Last, union job dissatisfaction seems to be real: dissatisfied union members are just as likely to quit as are dissatisfied union non-members. However, union “free-riders” (non-union members at establishments with union recognition) do seem to behave differently from workers at establishments where unions are not recognised.     

Employment effects of extended geographic scope in job search

This paper uses a unique possibility to link unemployed individuals' stated willingness to move for work with administrative data, giving us the possibility to analyse the effects of individual willingness-to-move on labour market outcome. Those with extended geographic job search area have a higher probability of finding a job. However, the greatest effect is found on the local labour market, indicating that it is not the extended geographic scope per se that increases the likelihood of escaping unemployment, but differences in unobservable characteristics between those who use an extended search area and those who do not.     

Estimating the probability of a match using microeconomic data for the youth labour market

In this paper, we estimate the probability of a match for contacts between job seekers and vacancies. We relate the determinants of a match to the characteristics of the job seeker, the vacancy, and labour market conditions. Our main results are: ethnic minorities are discriminated against, but women are not; employers ‘cream’ the market and job seekers are ranked by their labour market state; high wage offers have a lower probability of a match; the probability of filling a job vacancy falls with vacancy duration, the higher stock of unemployed youths in a labour market, and the larger Careers Service; the probability of a match increases with job seeker duration.     

MEASURING HUMAN CAPITAL AND ITS EFFECTS ON WAGE GROWTH

Abstract Ever since Mincer, years of labour market experience were used to approximate individual's general human capital, while years of seniority were used to approximate job‐specific human capital. This specification is restrictive because it assumes that starting wages at a new job depend only on job market experience. In this paper, I investigate the effects of human capital on wage growth by using a more flexible specification of the wage equation, which allows for a rich set of information on past employment spells to affect the starting wages. In addition, I endogenize the labour mobility decision. In order to illuminate the effects of human capital accumulation patterns on wage growth, I compare counterfactual career paths for representative individuals.     

The Hiring Function Reconsidered: on Closing the Circle

This paper investigates the matching of job searchers with vacant jobs: a key component of the dynamics of worker reallocation in the labour market. The job searchers may be unemployed, employed or not in the labour force and we estimate matching or hiring functions including all three groups. We show that previous studies, which ignore both employed job seekers and unemployed job seekers who are considered to be out of the labour force, produce biased estimates of the coefficients of interest. By considering only unemployment outflows into jobs and ignoring interdependencies with other flows, these studies overlook an important aspect of job matching. Our estimates on Australian data support a more general approach and produce models that dominate those proposed previously. We find that concentrating on the aggregate matching function alone does not reveal the full extent of the interaction across job searchers. Indeed, we find that job searchers from the three groups do not receive a fair share of hires: there appears to be segmentation of hiring opportunities which may be explained by a form of ranking of applicants. Together these results demonstrate that the disaggregate worker flows and their interdependence are key features on the labour market and should be included in studies of the hiring process.     

Unemployment insurance and job turnover in Spain

The aim of this paper is to shed some light on the potential relationships between the unemployment insurance system and labour market turnover. This study assumes the incentives embedded in the unemployment insurance system have a heterogeneous impact, depending on the type of labour market transition (quits versus layoffs and recalls versus new job entrances) and on a worker's attachment to the labour market (gender and type of contract). The layoff hazard rate increases as workers qualify for unemployment benefits, whilst the quit hazard rate remains stable. Similarly, employment inflow increases sharply after the exhaustion of unemployment benefits. The timing and importance of the exit differ between recalls and new job entry and depend on a worker's attachment to the labour market. The results show that unemployment benefits appear to favour job turnover and both firms' and workers' decisions seem to matter.     

An anatomy of male labour market earnings inequality in Serbia, 1996–2003

This study uses a regression-based framework to identify the key factors that determine the level and changes in main job earnings inequality for men. A number of different inequality measures are used in our work. The analysis uses data for Serbia drawn from eight annual labour force surveys, which cover both the early episode of sluggish transition and a more recent concerted phase of economic reform. It thus provides some useful insights on the evolution of labour earnings inequality through an uneven transitional process and identifies factors likely to retain an influence on earnings inequality as the market reform processes take greater hold.     

Product market integration,wage dispersion and unemployment

International product market integration enhances both the export possibility of supplying to foreign markets and the import threat of foreign firms penetrating into domestic markets. These mechanisms affect labour markets since they amount to increased job mobility. At the same time heterogeneity may increase since it is unlikely that the opportunities and threats are uniformly distributed across different groups/sectors. In a Ricardian trade model admitting heterogeneity in the labour market, it is shown that lower trade frictions are associated with aggregate welfare gains, increased trade and specialization, but also more dispersion in wages. Structural labour market problems caused by union market power are reduced while those caused by minimum (reservation) wages are strengthened.     

Social networks,employment and worker discouragement: Evidence from South Africa

Social networks are increasingly being recognized as having an important influence on labour market outcomes, since they facilitate the exchange of job related information. Access to information about job opportunities as well as perceptions about the buoyancy of the labour market depend critically on the social structures and the social networks to which labour market participants belong. In this paper, we examine the impact of information externalities generated through network membership on labour market status. Using Census data from South Africa, a country characterized by high levels of unemployment and worker discouragement, we adopt an econometric approach that aims to minimise the problems of omitted variable bias that have plagued many previous studies of the impact of social networks. Our results suggest that social networks may enhance employment probabilities by an additional 3–12%, and that failure to adequately control for omitted variables would lead to substantial over-estimates of the network co-efficient. In contrast, the impact of social networks on reducing worker discouragement is much smaller, at between 1 and 2%.     

Labor Market Dynamics: A Time‐Varying Analysis

This paper studies how key labour market stylized facts and the responses of labour market variables to technology shocks vary over the US postwar period. It uses a benchmark dynamic, stochastic, general equilibrium model enriched with labour market frictions and investment‐specific technological progress that enables a novel identification scheme based on sign restrictions on a SVAR with time‐varying coefficients and stochastic volatility. Key findings are: (i) the volatility in job finding and separation rates has declined over time, while their correlation varies across time; (ii) the job finding rate plays an important role for unemployment, and the two series are strongly negatively correlated over the sample period; (iii) the magnitude of the response of labour market variables to technology shocks varies across the sample period.     

Marshallian labour market pooling: Evidence from Italy

This paper employs a unique Italian data source to take a comprehensive approach to labour market pooling. It jointly considers many different aspects of the agglomeration — labour market relationship, including turnover, learning, matching, and hold up. It also considers labour market pooling from the perspective of both workers and firms and across a range of industries. Overall, the paper finds some support for theories of labour market pooling, but the support is weak. Specifically, there is a general positive relationship of turnover to local population density, which is consistent with theories of agglomeration and uncertainty. There is also evidence of on-the-job learning that is consistent with theories of labour pooling, labour poaching, and hold up. In addition, the paper provides evidence consistent with agglomeration improving job matches. However, the labour market pooling gains that we measure are small in magnitude and seem unlikely to account for a substantial share of the agglomeration benefits accruing to Italian workers and firms.     

Job mobility and the gender wage gap in Italy

This paper investigates the contribution of gender differences in job mobility to the emergence of a gender wage gap in the Italian labour market. We show that over the first 10 years of labour market experience job mobility accounts for up to 30% of total log wage growth for men and only 8.3% for women, and that this difference is mainly due to differences in returns to mobility. The gender mobility gap is robust to the inclusion of individual, job and firm characteristics, to different ways of accounting for individual unobserved heterogeneity, and is mainly found for voluntary job moves. Looking at the characteristics of the jobs and the firms' workers move to, we find that moves to larger firms represent by far the main source of gender differences in returns to mobility. We offer two possible explanations for this finding; one which involves differences in bargaining behaviour and one which relates to the theory of compensating differentials.     

Attrition in longitudinal panel data and the empirical analysis of dynamic labour market behaviour

In the empirical analysis of unemployment durations and job durations, it is generally assumed that the stochastic processes underlying labour market behaviour and the behaviour concerning participation in a panel survey are independent. However, there are reasons to believe that the probability of dropping out of the panel is related to the rate at which a (different) job is found. If there is such a relation, and if it is ignored, then the estimator of the rate at which individuals become employed or change jobs will generally be inconsistent. In this paper we analyse the relation between the duration spent in a particular labour market state and the duration of panel survey participation, by explicitly modelling and estimating the joint distribution of both durations. The emphasis will be on models allowing for stochastically related unobserved determinants of both types of duration. We estimate models both for unemployment durations and for job durations.     

THE ECONOMICS OF COMMUTING AND THE URBAN LABOUR MARKET

ABSTRACT. The spatial distribution of households and firms, or urban spatial structure, is a core element of the study of urban economics and the crucial determinant of commuting patterns. This paper examines developments in the analysis of urban spatial structure and commuting are related to the urban labour market—that is the analysis of labour supply and labour demand in a spatial context. These developments have been overlooked in the traditional approach to urban structure and commuting where most attention has been devoted to the markets for land and housing rather than the market for labour. Yet a little reflection suggests that the labour market might have a great deal to do with the location decisions of households and firms, and hence with commuting patterns. We argue that much criticism of the economic analysis of urban structure and commuting can be addressed by explicit incorporation of the labour market into the conventional model of urban location. This criticism includes findings that the theory cannot explain the tendency for richer households to live farther from the central business district and commute farther to work (Wheaton, 1977) and findings of substantial unexplained or 'wasteful' commuting according to conventional theory (Hamilton, 1982). The paper begins by outlining the basic model of residential location and commuting (Section 2). We then consider extensions that involve the introduction of labour supply decisions and which determine the value of commuting time (Section 3). More recent extensions involve the introduction of decentralized workplaces (Section 4) and, logically, the issues of job search and migration (Section 5). We conclude with a summary of the progress in incorporating labour market behaviour into the analysis of urban structure and commuting and our suggestions for further research in this area.     

Job quality in Europe

Promoting job quality and gender equality are objectives of the European Employment Strategy (EES) in spite of a downgrading of the attention given to both in the revised employment guidelines and the relaunch of the Lisbon Process. However, advances on both of these objectives may be important complements to the employment rate targets of the EES, as access to good quality jobs for both sexes is likely to help sustain higher employment rates. While the European Commission has a broad view of the concept of job quality in practice, it relies on a selection of labour market type indicators that say little about the quality of the actual jobs people do. Using data from the 2005 European Working Conditions survey, we analyse job quality along three dimensions: job content, autonomy and working conditions. We conclude that gender and occupational status, along with other job characteristics such as working time and sector, have more influence on an individual's job quality than the country or ‘national model’ they are situated in. Our results also demonstrate the value of developing indicators of job quality that are both gender sensitive and derived at the level of the job rather than the labour market in order to advance EU policy and academic debate on this topic.     

Skills and labour incomes: how unequal is Italy as part of the Southern European countries?

This paper performs a comparative investigation of the effects of the Great Recession on the labour market structure and wage inequality in certain countries in Southern Europe (Greece, Italy, Portugal, and Spain). By exploring the intensity of the decline of middle-skill jobs during the years 2005–2013, which makes it possible to sketch what the labour market structure has set for itself (i.e., job polarisation, upgrading or neither), the objective is to relate these changes to wage inequality and its leading determinants. Through the Recentered Influence Function regression of the Gini index on EU-SILC data, Italy is compared to each selected country in order to evaluate how much of the spatial inequality gap is accounted for by the endowment in employee characteristics (composition effect) rather than the capability of each country’s labour market to reward these characteristics (wage structure) and, second, to identify those factors that are quantitatively more significant in making differentials. In brief, Italy is less unequal than the other Southern European countries. A larger amount of its “inequality advantage” depends on the wage structure. That is, the capacity of the country’s labour market in rewarding individual endowments is more important than the ways in which they are distributed across space.     

Costs and benefits of Danish active labour market programmes

Since 1994, unemployed workers in the Danish labour market have participated in active labour market programmes on a large scale. This paper contributes with an assessment of costs and benefits of these programmes. Long-term treatment effects are estimated on a very detailed administrative dataset by propensity score matching. For the years 1995 – 2005 it is found that private job training programmes have substantial positive employment and earnings effects, but also public job training ends up with positive earnings effects. Classroom training does not significantly improve employment or earnings prospects in the long run. When the cost side is taken into account, private and public job training still come out with surplusses, while classroom training leads to a deficit.     

Structure of the labour market and wage inequality: evidence from European countries

The aim of this paper is to explore how the structural changes that have occurred in the labour market, in terms of employment composition by skill levels, affect wage inequality in three developed countries of Western Europe that are in close geographical proximity but have disparities in their labour market characteristics. More precisely, the analysis compares, from an international perspective, France, Germany—whose labour markets have been characterised in recent years by job polarization and the upgrading of occupations, respectively—and Italy, where neither of the two phenomena can be clearly identified. Using EU-SILC (European Union—Survey on Income and Living Conditions) data, in the first step, RIF-regression (Recentered Influence Function) enables an exploration on the primary factors that are likely to explain the differences in generating personal labour earnings and, in the second step, a decomposition of the change in wage inequality between 2005 and 2013 to evaluate how much of the overall gap is accounted for by the endowments in employees’ individual characteristics (composition effect) rather than the capability of labour markets to transform these characteristics into job opportunities and earnings (wage structure). Regarding France and Germany, the main results highlight how the endowment effect plays a key role in decreasing or, at least, not increasing wage inequality, whereas in Italy the rising inequality may be due to the lower efficiency of the country’s labour market in creating job opportunities, better job-related careers, and higher-salaries for employees.     

The transition from school to work in 1979–1987 in the Netherlands*

We analyze the early labour market experiences of the cohort born in the Netherlands around 1965. Some of them, who left school early, entered the labour market just before the economic crisis of the eighties; the others entered the labour market during the period of high unemployment. We concentrate on the time-period between school-leaving and entering the first job. The individual differences in these initial durations of non-employment are analyzed by estimating hazard functions.     

Nothing ventured,nothing gained! How and under which conditions employers provide employability-enhancing practices to their older workers

Employability-enhancing practices usually refer to training or courses, but also practices directed towards older workers to sustain their work capability can be embraced by this term. In the context of an ageing population and workforce, older workers' labour market participation gains an increasingly important role. Therefore, the importance of employability-enhancing practices is noted as a solution to sustain their employment. In this study, we focus on employer-provided employability practices for older workers. We answer the following research question: which practices do employers use to enhance their older workers' employability and under which conditions are these practices adopted. Analyses on Dutch corporate data (N = 860) show that employers mainly provide employability-enhancing practices that are easily implemented and not expensive. This finding replicates prior research and clarifies that job redesign should be considered as a possibility to keep older workers in the labour market. Furthermore, our study shows that both organizational and labour market characteristics affect employers' decisions whether to provide employability-enhancing practices for their older workers. This suggests that policy measures might be necessary to assimilate investments in employability-enhancing practices across organizations.