We study the effect of finding a job through one's social contact on starting wages. Using combined SOEP-INKAR data for Germany and propensity score analysis - both matching and weighting - we document that referral hiring is associated with a wage penalty of 10%. This penalty is stable over...

This paper examines how gender-specific application behaviour, firms' hiring practices, and flexibility demands relate to the gender earnings gap, using linked data from the German Job Vacancy Survey and administrative records. Women are less likely than men to apply to high-wage firms with high...

In the United States and other large economies, women receive less variable pay than men, even within the same firms and job titles. We argue this disparity in pay partly reflects labor market sorting. Since women are less-represented in more variable-pay-intensive jobs, even within occupations,...

We conduct a field experiment with job seekers to investigate how feedback influences job search and labor market outcomes. Job seekers who receive feedback on their ability compared to other job seekers update their beliefs and increase their search effort. Specifically, initially...

We partner with a Public Employment Service to examine whether jobseekers can be encouraged to reskill for shortage occupations. In a large-scale field experiment involving 100,000 recently unemployed individuals, we provide information on shortage occupations and related training opportunities....

Inequality is a dynamic phenomenon, and the relative and absolute positions of individuals are subject to frequent shocks. It is important to know if preventive interventions mitigate adverse inequality effects of labor market shocks. We consider individuals up to three months before the...

We partner with a Public Employment Service to examine whether jobseekers can be encouraged to reskill for shortage occupations. In a large-scale field experiment involving 100,000 recently unemployed individuals, we provide information on shortage occupations and related training opportunities....

This paper examines how gender-specific application behaviour, firms' hiring practices, and flexibility demands relate to the gender earnings gap, using linked data from the German Job Vacancy Survey and administrative records. Women are less likely than men to apply to high-wage firms with high...

We conduct a field experiment with job seekers to investigate how feedback influences job search and labor market outcomes. Job seekers who receive feedback on their ability compared to other job seekers update their beliefs and increase their search effort. Specifically, initially...

We conduct a field experiment with job seekers to investigate how feedback influences job search and labor market outcomes. Job seekers who receive feedback on their ability compared to other job seekers update their beliefs and increase their search effort. Specifically, initially...

We study the impact of online information provision to unemployed job seekers who are looking for work in occupations in slack markets, i.e. with only few vacancies per job seeker. Job seekers received suggestions about suitable alternative occupations, and how the prospects of these...

This paper examines the differential impact of job displacement on migrants and natives. Using administrative data for Germany from 1997-2016, we identify mass layoffs and estimate the trajectory of earnings and employment of observationally similar migrants and natives displaced from the same...

Understanding specific barriers to job search and returns to relaxing these barriers is important for economists and policymakers. An experiment that changes the default process for initiating job applications increases applications by 600% on a search platform in Pakistan. Perhaps surprisingly,...

This study examines jobseekers' preferences for a variety of job attributes. It is based on a choice experiment involving 1,852 clients of the Flemish Public Employment Service (PES). Respondents value flexibility (e.g., remote work and schedule flexibility), job security and social impact of...

This chapter, prepared for the Handbook of Labor Economics, presents a comprehensive overview of how labor economists understand job search among the unemployed and how job search is shaped by unemployment insurance (UI) and active labor market policies (ALMP). It focuses on synthesizing key...

Norwegian workers' job mobility decisions are related to firms' wage policies, but also depend on the national tax schedule. By utilising Norwegian population-wide administrative linked employer-employee data on workers and firms between 2010-2019, we study how the job-to-job turnover of...

We study how professional networks are related to immigrant labour market integration. Matched employer-employee data for Sweden show that networks grow with time in the host country and that their composition changes from immigrant toward native network members. A firm-dyadic analysis of...

Much of today's software relies on programming code shared openly online. Yet, it is unclear why volunteer developers contribute to open-source software (OSS), a public good. We study OSS contributions of some 22,900 developers worldwide on the largest online code repository platform, GitHub,...

This study examines work orientations as a novel determinant influencing job search behaviors, quit intentions, and workplace effort, thereby integrating this concept into the field of labor economics. Work orientations, the intrinsic beliefs regarding the role of work in one's life, relate to...

Caseworker meetings have been shown to accelerate exit from unemployment. We explore whether they are also effectual before entering unemployment. In a natural field experiment, we offer caseworker meetings to workers at risk of losing their jobs while they are still employed. We find that the...

This study examines work orientations as a novel determinant influencing job search behaviors, quit intentions, and workplace effort, thereby integrating this concept into the field of labor economics. Work orientations, the intrinsic beliefs regarding the role of work in one's life, relate to...

The aim of this study is to provide an academic basis for understanding the phenomenon of quiet quitters and begin to detail the characteristics that distinguish them. The defining behavioural characteristic of quiet quitters is that they reduced the hours they worked over time, especially over...

This paper investigates the impact of air pollution on reservation wages. We use rich survey data on unemployed job seekers in Germany and exploit variation in individual exposure to fine particulate matter (PM10) based on the quasi-random allocation of interview slots to individuals. Our...

We ran a field experiment to causally identify the effects of intense survey participation on key labour market outcomes. We randomly excluded individuals willing to sign up for the German Job Search Panel, a high-frequency survey with a focus on job search and well-being. Using administrative...

Ex ante returns, the net value that agents perceive before they take an investment decision, are understood as the main drivers of individual decisions. Hence, their distribution in a population is an important tool for counterfactual analysis and policy evaluation. This paper studies the...

We study the accuracy of job seekers' wage expectations by comparing subjective beliefs to objective benchmarks using linked administrative and survey data. Our findings show that especially job seekers with low objective earnings potential and those predicted to face a penalty compared to their...

We combine a high-frequency survey on job search effort with administrative data on caseworker interactions from the German unemployment insurance system to estimate how the dynamics of search effort respond to caseworker meetings and vacancy referrals. Meetings alone do not increase...

Unemployment insurance provides temporary cash benefits to eligible unemployed workers. Benefits are sometimes extended by discretion during economic slumps. In a model that features temporary benefits and sequential job opportunities, a worker's reservation wages are studied when policymakers...

The job finding rate declines with the duration of unemployment. While this is a well established fact, the reasons are still disputed. We use monthly search diaries from Swiss public employment offices to shed new light on this issue. Search diaries record all applications sent by job seekers,...

Much of today’s software relies on programming code shared openly online. Yet, it is unclear why volunteer developers contribute to open-source software (OSS), a public good. We study OSS contributions of some 22,900 developers worldwide on the largest online code repository platform, GitHub,...

Gender gaps in labor market outcomes persist in South Asia. An open question is whether supply or demand side constraints play a larger role. We investigate this using matched data from three sources in Lahore, Pakistan: representative samples of jobseekers and employers; administrative data...

Why do women experience a persistent drop in labor earnings upon becoming mothers, i.e. a "child penalty"? We study a new mechanism: search frictions. We analyze data on job applications sent on a popular online platform linked with administrative data for 350,000 involuntarily unemployed...

This paper analyzes the relationship between gender-specific application behavior, employer-side flexibility requirements, and the gender earnings gap using a unique combination of the German Job Vacancy Survey (JVS) linked to administrative employment records. We document that women have a...

Our study investigates the occupational job search strategies of more than 60,000 unemployed workers in Denmark. We find substantial heterogeneity in how job seekers allocate their search activities across dierent occupations, and this heterogeneity persists throughout the duration of their...

Following the June 24, 2022 Dobbs v. Jackson Supreme Court ruling, which overturned the federal right to abortion established in Roe v. Wade, hundreds of employers publicly announced policies covering out-of-state employee travel for abortions and related care. Leveraging data from Indeed and...

Purpose: There is consistent evidence that a positive mindset could foster the job search process. Psychological capital, defined as a tendency to hold cognitions and positive appraisals of one's ability, could highlight the importance of individual cognitive appraisal in the job search process....

This paper sheds new light on the barriers to migrants' labor market assimilation. Using administrative data for Germany from 1997-2016, we estimate dynamic difference-in-differences regressions to investigate the relative trajectory of earnings, wages, and employment following mass layoff...

We compare men and women who are displaced from similar jobs by applying an event study design combined with propensity score matching and reweighting to administrative data from Germany. After a mass layo, women's earnings losses are about 35% higher than men's, with the gap persisting five...

This paper sheds new light on the barriers to migrants' labor market assimilation. Using administrative data for Germany from 1997-2016, we estimate dynamic difference-in-differences regressions to investigate the relative trajectory of earnings, wages, and employment following mass layoff...

I propose a model in which agents decide on job search intensity for each possible wage, unlike the usual setup of constant search intensity over wage draws. The proposed framework entails efficiency gains in that agents do not waste effort to searching for low paying unacceptable jobs or less...

This paper studies the employment and reallocation effects of minimum wages in Germany in a search-and-matching model with endogenous job search effort and vacancy posting, multiple employment levels, a progressive tax-transfer system, and worker and firm heterogeneity. I find that minimum wages...