Modelling labour market dynamics with on-the-job search

A flow model of the Dutch labour market is used to calculate the effects of policy options which aim to enhance employment, especially at the lower end of the labour market. The model distinguishes between good and bad jobs, allows for endogenous wage formation and job creation, and describes the flows between these jobs so that job-to-job mobility and the vacancy chain is made endogenous. In the matching process employed job seekers with bad jobs compete with short-term and long-term unemployed for the filling of vacancies for good jobs. In each period part of the good and bad jobs are destroyed which results in inflow into unemployment. The model explicitly describes the flow of unemployed through the various duration classes of unemployment and it allows for negative duration dependence so that the escape probability from unemployment for long-term unemployed is smaller than for short-term unemployed. The model is used to simulate the effects of external shocks, such as structural productivity shocks. An impulse response analysis using the model is also conducted considering labour market policies which aims especially to enhance employment at the lower end of the labour market. In particular, the effects are analysed of measures subsidising the opening of bad jobs (jobs at the lower end of the labour market) and a rise in the productivity of a bad job as compared to a good job which can be achieved by changes in the tax system.     

Beyond Eurosclerosis

Europe no longer suffers from Eurosclerosis; unemployment, notably long-term unemployment, had decreased substantially for more than a decade. Mobility across labour market states increased in those countries where unemployment has been falling the most. Institutional reforms -- such as declining employment protection for new entrants in the labour market and less generous unemployment benefits -- account for this increase in mobility. Focusing on these reforms, we rationalize why EU workers, including those with permanent contracts, are increasingly unhappy about labour market conditions in spite of the disappearance of mass unemployment in Europe. Due to these perceptions, policy reversals cannot be ruled out. Governments wishing to minimize the risk of going back to Eurosclerosis should move towards flexicurity configurations, compensating workers for higher risks of job loss, and introduce tenure tracks to the labour market, preventing the development of dual labour market structures. This would avoid dissipating the employment gains of the last decade during this recession.
--- Tito Boeri and Pietro Garibaldi     

Immigrant Unemployment in the First Year of Australian Labour Market Activity*

Analysis of data from a 1983 Manpower Programs Survey shows that the relatively high unemployment rates experienced by overseas-born labour market entrants are reasonably widespread across immigrant groups. One exception is refugees, who are more likely to be unemployed than non-refugees. Consistent with prior research, additional years of education are associated with only modest reductions in the unemployment rates of immigrants. However, immigrants are able to reduce their predicted unemployment rates considerably by obtaining information on Australian job opportunities prior to migrating.     

The Beveridge curve in Europe: new evidence using national and regional data

The Beveridge curve depicts the empirical negative relationship between job vacancy rate and unemployment rate, and reflects the efficiency of the job matching process. Movements along a fixed downward sloping Beveridge curve are associated with cyclical shocks, while shifts of the curve arise from structural factors that alter the matching efficiency between job vacancies and unemployed workers. National and regional data on job vacancies and unemployment are combined to estimate the Beveridge curves of five European countries and their regions, focusing on the period 1975 to 2004. I also analyse whether shifts in European Beveridge curves are due to changes in the composition of the unemployed pool, labour market rigidities or cyclical and structural shocks. The empirical evidence suggests that changes in labour market rigidities, long term unemployment, as well as cyclical shocks are responsible for outward shifts in European Beveridge curves. I also find evidence of nonlinearities in the relation between unemployment and labour market institutions.     

The impact of sectoral shifts and the aggregate labour market on unemployment duration

This study investigates the effects of sectoral shifts among industries on unemployment duration. These effects are decomposed into two subeffects: the overall effect and the specific industrial effect. The former is equal for all of the unemployed in all industries, while the latter depends on the tightness of the demand for labour of the industry in question. In addition, the impact of the aggregate labour market on unemployment duration is also explored. The empirical results show that most of the overall and all of the specific effects are significant, indicating that the sectoral shifts among industries as well as the aggregate labour market do in fact impact unemployment duration, and that the effects on unemployment duration vary in terms of their tightness in the different industrial labour markets.     

Labour market transitions and unemployment duration: Evidence from Bulgarian and Polish micro-data1

The segmentation of the labour market is one of the most striking characteristics of the transition process in Central and Eastern European countries. Not only do the young, unskilled workers and women face a high risk of unemployment, but joblessness also varies significantly geographically. This paper sheds some light on labour market segmentation in transition countries by analysing individual records of individuals registered at the labour offices of two Polish regions (Warsaw and Ciechanov and two Bulgarian regions (Sofia and Botevgrad) over the initial three to four years of the transition to a market economy. The empirical results confirm the existence of highly selective firing and hiring processes in the Polish and Bulgarian labour markets. Overall, unskilled or poorly educated workers have the highest probability of becoming unemployed and remaining without a job for a long period of time. We also analysed the determinants of unemployment duration across regions and over time using a piece-wise constant hazard model with multiple destinations, i.e. employment and exit from the labour force. The results suggest that the unemployed with a high education and previous experience in the private sector have a higher probability of getting a new job, especially in the more dynamic labour markets, while those without previous work experience tend to stay unemployed for a longer period of time and often leave the labour market. The econometric results also suggest that the reforms of the unemployment benefit systems have produced important effects on unemployment flows.     

A sectoral approach to Okun’s Law

The study adds to the existing literature on the relationship between output and unemployment by using a sectoral specification of Okun’s Law to capture the differential sensitivity of the unemployment rate to output developments in the services and manufacturing sectors. Using quarterly data for the period between 2000 and 2012, we show that Malta’s unemployment rate has been more sensitive to output developments in the services sector than to those in the manufacturing sector. We use different equation specifications and the youth unemployment rate to show that the impact resulting from developments in the manufacturing sector occurs mainly via lay-offs while developments in the services sector affect the unemployment rate via the hiring of new entrants into the labour market.     

Labour Market Policies and Long-term Unemployment in a Flow Model of the Australian Labour Market

This paper develops a general equilibrium job matching model, which is used to assess the impact of active labour market policies, reductions in unemployment benefits and reductions in worker bargaining power on long-term unemployment and other key macro variables. The model is calibrated using Australian data. Simulation experiments are conducted through impulse response analysis. The simulations suggest that active labour market programs (ALMPs) targeted at the long-term unemployed have a small net impact and produce adverse spillover effects on short-term unemployment. Reducing the level of unemployment benefits relative to wages and worker bargaining power have more substantial effects on total and long-term unemployment and none of the spillover effects of ALMPs.     

Rent control and unemployment duration

In this paper we analyse how rent control affects the duration of individual unemployment. In a theoretical search model we distinguish between two effects of rent control. On one hand, rent control reduces housing mobility and hence mobility in the labour market. On the other hand, to maintain rent control benefits, unemployed individuals are more likely to accept job offers in the local labour market. Based on a rich Danish data set, we find that the probability of finding a local job increases with the rent control intensity of the housing unit, whereas the probability of finding a job outside the local labour market decreases with the rent control intensity.     

An Evaluation of Inertia Models of Unemployment

Two approaches have been used to model unemployment. The first, conventional, approach involves linking the unemployment outcome to observed indices of productivity, structural factors and discrimination such as educational attainment, location and birthplace. The second approach, the inertia model, involves using a person's labour market history as a way of including in unemployment models information on the 'unobservables' that influence employability. This paper evaluates the performance of both models of unemployment. The results provide unambiguous support for the inertia model when modelling unemployment. The inertia model has higher explanatory power, higher within-sample prediction rate success and fewer out-of-sample forecasting errors than the conventional model. The estimates from the inertia model can be used to provide quite accurate predictions of the risk of becoming unemployed. This is important if individuals at high risk of becoming unemployed are to be targeted for labour market assistance.     

Work incentives and other effects of the transition to social assistance: Evidence from the Slovak Republic

In this paper we investigate whether the potential disincentive effects of the Slovak benefit system have an actual meaning. Using data from subsequent labour force surveys we study the determinants of the outflow from unemployment to a job and the determinants of the outflow to out of the labour force. We find that single unemployed, highly educated unemployed and unemployed living in the capital Bratislava have higher exit rates both to a job and to out of the labour force. The characteristic with a distinctly different effect on both exit rates is the previous labour market position We also find that there are fluctuations in the hazard rate over the duration of unemployment. However, these fluctuations are not very informative. The direct indicators of the type of unemployment benefit do not affect the exit rates, neither do the indirect indicators like, for example, the presence of young children. Although there are potential disincentive effects in the Slovak benefit system we find no evidence that these potential effects materialise.     

Willingness to pay and the demand for lotto

The way that unemployment duration affects employment prospects, is investigated using Norwegian micro transition data encompassing detailed accounts of 14 807 unemployed adults. A generalized non-proportional Weibull model is estimated, with two possible exits from the unemployment pool: a job or a labour force exit. On average the probability of obtaining a job is fairly constant at the individual level, while the probability of exiting the labour force increases significantly as unemployment duration is prolonged. For some particular groups of unemployed, there is also a marked negative duration dependence in the probability of obtaining a job.     

A model of female labour supply in which supply is dependent upon the chances of finding a job

In this paper, we extend a model of female labour supply, by considering the impact of the local labour market. Thus, in our model, a woman supplies her labour if she has both made the decision to participate and found a job. This extension is of particular importance in times of high unemployment when discouraged worker effects will be at their strongest. We also consider the contribution of such a model to the debate concerning the labour supply of women married to men who are unemployed.     

The Youth Labour Market in Australia*

This paper uses unit record data from the 1985 Australian Longitudinal Survey to review the major features of the youth labour market. It is shown that education plays an important role in determining the incidence of unemployment, wages, hours of work and access to training opportunities. Analyses of labour market dynamics indicates that the probability of leaving unemployment falls off substantially as the duration of the unemployment spell increases. A major conclusion of the paper is that the longer term unemployed appear to be segmented from other labour market participants. An implication of this finding is that there b very little which the longer term unemployed can do at the margin to influence their success other than adopt the most productive method of job search.     

Is a Risk Index Approach to Unemployment Possible?

This paper examines the ways that productivity, personal characteristics such as birthplace and gender, structural factors and labour market history impact on the distribution of the burden of unemployment. It is shown that labour market history is a major explanator of unemployment outcomes in the Australian labour market. The results from the empirical analyses of unemployment outcomes are used to identify individuals at risk of being unemployed. When individuals classified as at risk of being unemployed are followed through time, it is found that they spend considerable time looking for work and have short working spells. This suggests a risk index approach may have considerable merit as a way of identifying the relative difficulty individuals experience in the labour market.     

To search or not to search? The effects of UI benefit extension for the older unemployed

In Finland the older unemployed can collect unemployment insurance benefits until retirement, while the entitlement period for younger groups is two years. In 1997 the eligibility age of persons benefiting from extended benefits was raised from 53 to 55. This paper takes advantage of this quasi-experimental setting to identify the effect of extended benefits on transitions out of unemployment among the older unemployed. We apply a competing risks version of a split population duration model to account for multiple exit routes and the possibility that some of the older unemployed may not be active in the labour market due to pension rules. Our finding is that roughly half of the unemployed with extended benefits withdraw from job search.     

Wage and unemployment: Evidence from online job vacancy data

This paper examines the relationship between labour market conditions and wage dynamics by exploiting a unique dataset of more than one million online job vacancies. We find a weak trade-off between aggregate wage inflation and unemployment. This link becomes more evident when the wage inflation is disaggregated at the sectoral and occupational level. The examination, using vacancy-level data, shows a negative correlation between offered wage and unemployment. The degree of wage elasticity, however, is different across regions and skill segments. Our findings suggest the importance of micro-level data's unique dimensions in examining the wage – unemployment relationship.     

Job creation,job destruction,labour mobility and wages in Poland, 1988–19981

Longitudinal data from interviews with Poles of working age conducted in 1988, 1993 and 1998 combined with longitudinal firm‐level data present a detailed view of the transition from a state‐dominated to a market economy. Job losses in state firms and job creation in new private firms are the dominant employment changes, other than retirements from the labour force. In the Polish case, a significant proportion of this movement over the 1988–1998 period involves a spell of unemployment or exit from the labour force before obtaining a private sector job. This results in considerable job competition between workers leaving the state sector and those who are out of the labour force or unemployed. Income differences between the state sector and the de novo sector appear to have little association with mobility. These results suggest that movement to the new private sector is more likely to be the result of job loss than the result of people looking for better, higher paying jobs. Self‐employment plays an important role in the development of the private sector. People working on their own account have higher incomes than wageworkers and are likely to become owners employing additional workers. Incomes are higher in regions with high rates of job creation and depressed in regions with job destruction.     

Why has unemployment risen in the New South Africa?1

We document the rise in unemployment in South Africa since the transition in 1994. We describe how changes in labour supply interacted with stagnant labour demand to produce unemployment rates that peaked between 2001 and 2003. Meanwhile, compositional changes in employment at the sectoral level widened the gap between the skill‐level of the employed and the unemployed. Using nationally representative panel data, we show that stable unemployment rates mask high individual‐level transition rates in labour market status. Our analysis highlights several key constraints to addressing unemployment in South Africa. We conclude that unemployment is near equilibrium levels and is unlikely to self‐correct without policy intervention.     

The Role of Education vis-a-vis Job Experience in Explaining the Transitions to Employment in the Spanish Youth Labour Market

It is well known that young cohorts experience higher unemployment rates than their adult counterparts. However, it is less well known that more educated young cohorts may face higher unemployment rates than less educated ones. This seems to be the evidence in some OECD countries such as Spain and Italy. We use data on the Spanish labour market and estimate a duration model for young unemployed people. University graduates’ lack of job experience may explain this puzzling observation.