matching – Suchprozesse am Arbeitsmarkt
Offene Stellen bei gleichzeitiger Arbeitslosigkeit - was Arbeitsmarkttheorien u. a. mit "unvollkommener Information" begründen, ist für Unternehmen und Arbeitsuchende oft nur schwer nachzuvollziehen: Unternehmen können freie Stellen nicht besetzen, trotzdem finden Arbeitsuchende nur schwer den passenden Job. Wie gestalten sich die Suchprozesse bei Unternehmen und Arbeitsuchenden, welche Konzessionen sind beide Seiten bereit einzugehen, wie lässt sich das "matching" verbessern?
Diese Infoplattform bietet wissenschaftliche Literatur zur theoretischen und empirischen Auseinandersetzung mit dem Thema.
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Literaturhinweis
Words matter: Experimental evidence from job applications (2024)
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Abraham, Lisa, Johannes Hallermeier & Alison Stein (2024): Words matter: Experimental evidence from job applications. In: Journal of Economic Behavior & Organization, Jg. 225, S. 348-391. DOI:10.1016/j.jebo.2024.06.013
Abstract
"If women are more sensitive to listed qualifications in job ads, does lowering the bar draw in relatively more women and increase diversity in the applicant pool? We examine this question by randomizing 60,000 viewers into one of two job ad versions for over 600 corporate jobs at Uber, where the treatment removed optional and superfluous qualifications. There are two main findings. First, job seekers of both genders respond to qualifications: applications increase by 7%, owing to similar increases in the number of applications from men and women. Second, reducing the qualifications impacts the type of individual who chooses to apply differently by gender. Reducing the qualifications draws in less skilled women and causes an outflow of some highly skilled women. Conversely, the treatment draws in men from across the skill distribution, including the upper end. We find gender differences in application behavior and explore potential mechanisms in a separate, large-scale survey using the RAND American Life Panel. These results highlight that sensitivity to listed requirements is complex, and simply lowering the qualifications in job postings is not guaranteed to increase applicant diversity." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
Vom Mismatch zum Match: Wie sich Jugendliche und Unternehmen auf dem Ausbildungsmarkt suchen und finden (können): Eine kombinierte Jugend- und Unternehmensbefragung (2024)
Arndt, Franziska; Risius, Paula; Schaffer, Fabian; Herzer, Philip; Werner, Dirk; Wieland, Clemens; Renk, Helen;Zitatform
Arndt, Franziska, Philip Herzer, Paula Risius, Dirk Werner, Helen Renk, Fabian Schaffer & Clemens Wieland (2024): Vom Mismatch zum Match: Wie sich Jugendliche und Unternehmen auf dem Ausbildungsmarkt suchen und finden (können). Eine kombinierte Jugend- und Unternehmensbefragung. Gütersloh, 43 S. DOI:10.11586/2024103
Abstract
"Immer mehr Ausbildungsplätze in Deutschland bleiben unbesetzt, gleichzeitig gehen viele Bewerber:innen auf dem Ausbildungsmarkt leer aus. Was sind die Gründe? Liegt es vielleicht auch daran, dass die Suchprofile und -strategien der Unternehmen und der ausbildungsinteressierten jungen Menschen nicht zusammenpassen? Mit anderen Worten: Wo und wie platzieren Unternehmen ihr Angebot und passt das zu dem Suchverhalten von Jugendlichen? Die gemeinsame Studie des Instituts der deutschen Wirtschaft Köln und der Bertelsmann Stiftung stellt die Perspektiven von Ausbildungsbetrieben und jungen Menschen einander gegenüber. Beide Seiten sind sich zwar grundsätzlich über den hohen Stellenwert einer Berufsausbildung als gute Karrieregrundlage einig und nutzen insbesondere Online-Stellenausschreibungen, die Bundesagentur für Arbeit und Social Media Kanäle zur Suche nach Ausbildungsplätzen bzw. Bewerber:innen – im Detail zeigen sich jedoch einige entscheidende Unterschiede im Kommunikations- und Informationsverhalten." (Autorenreferat, IAB-Doku)
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Literaturhinweis
The Pay and Non-Pay Content of Job Ads (2024)
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Audoly, Richard, Manudeep Bhuller & Tore Adam Reiremo (2024): The Pay and Non-Pay Content of Job Ads. (arXiv papers 2407.13204), 54 S.
Abstract
"How informative are job ads about the actual pay and amenities offered by employers? Using a comprehensive database of job ads posted by Norwegian employers, we develop a methodology to systematically classify the information on both pay and non-pay job attributes advertised in vacancy texts. We link this information to measures of employer attractiveness, which we derive from a job search model estimated on observed wages and worker mobility flows. About 55 percent of job ads provide information related to pay and nearly all ads feature information on non-pay attributes. We show that publicly advertised job attributes are meaningful predictors of employer attractiveness, and non-pay attributes are about as predictive as pay-related attributes. High-pay employers mention pay-related attributes more often, while high-amenity employers are more likely to advertise flexible working hours and contract duration." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Does Artificial Intelligence Help or Hurt Gender Diversity? Evidence from Two Field Experiments on Recruitment in Tech (2024)
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Avery, Mallory, Andreas Leibbrandt & Joseph Vecci (2024): Does Artificial Intelligence Help or Hurt Gender Diversity? Evidence from Two Field Experiments on Recruitment in Tech. (CESifo working paper 10996), München, 70 S.
Abstract
"The use of Artificial Intelligence (AI) in recruitment is rapidly increasing and drastically changing how people apply to jobs and how applications are reviewed. In this paper, we use two field experiments to study how AI recruitment tools can impact gender diversity in the male-dominated technology sector, both overall and separately for labor supply and demand. We find that the use of AI in recruitment changes the gender distribution of potential hires, in some cases more than doubling the fraction of top applicants that are women. This change is generated by better outcomes for women in both supply and demand. On the supply side, we observe that the use of AI reduces the gender gap in application completion rates. Complementary survey evidence suggests that anticipated bias is a driver of increased female application completion when assessed by AI instead of human evaluators. On the demand side, we find that providing evaluators with applicants' AI scores closes the gender gap in assessments that otherwise disadvantage female applicants. Finally, we show that the AI tool would have to be substantially biased against women to result in a lower level of gender diversity than found without AI." (Author's abstract, IAB-Doku) ((en))
Ähnliche Treffer
auch erschienen als: Monash Economics Working Papers, 2023-09 -
Literaturhinweis
Skill Signals in a Digital Job Search Market and Duration in Employment Gaps (2024)
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Baird, Matthew, Paul Ko & Nikhil Gahlawat (2024): Skill Signals in a Digital Job Search Market and Duration in Employment Gaps. In: Journal of labor research, Jg. 45, H. 3, S. 403-435. DOI:10.1007/s12122-024-09363-y
Abstract
"With the rise of the digital job search market, new opportunities for signaling skills and competencies to employers have emerged. In this paper, we examine listed skills on individuals’ LinkedIn profiles in the United States between 2015 and 2021, both those members add themselves and skills for which they are endorsed from others in their network. We use an inverse probability weighted proportional hazards model with time varying covariates to estimate the relationship between listed skills on shortening employment gaps (time between jobs). We find that, for self-added and peer-endorsed skills respectively, an additional ten skills on the profile decreases median employment gap duration by about 0.7 and 0.4 months, from a median baseline of around 6 months gap. Individuals with no education listed on their profile have the largest benefit from listed skills in terms of reducing employment gaps. Disruptive tech and soft skills also are related to higher returns. Additionally, skills added during the employment break have a substantially stronger relationship than pre-existing added skills. More experienced workers have larger returns than less experienced workers, consistent with the hypothesis that these skills are otherwise difficult to signal to potential employers. These findings are consistent with online job markets’ use of technology offering more efficient ways to signal skills, shortening time to reemployment." (Author's abstract, IAB-Doku, © Springer-Verlag) ((en))
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Literaturhinweis
Returns to labour mobility (2024)
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Baley, Isaac, Lars Ljungqvist & Thomas J. Sargent (2024): Returns to labour mobility. In: The Economic Journal, Jg. 135, H. 666, S. 430-454. DOI:10.1093/ej/ueae054
Abstract
"Returns to labor mobility have too often escaped the attention they deserve as conduits of important forces in macro-labour models. These returns are shaped by calibrations of productivity processes that use theoretical perspectives and data sources from (i) labour economics and (ii) industrial organization. By investigating earlier prominent studies, we conclude that the focus on firm size dynamics and shocks intermediated through neo-classical production functions in (ii) yields large returns to labor mobility that are robust to parameter perturbations. In contrast, the reliance on statistics in labor economics to calibrate per-worker productivity processes in (i) can give rise to fragilities in the sense that parameter perturbations that generate similar targeted statistics can have very different implications for returns to labor mobility." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Overeducation in the EU: Gender and regional dimension (2024)
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Baran, Jan A. (2024): Overeducation in the EU: Gender and regional dimension. In: Labour Economics, Jg. 90. DOI:10.1016/j.labeco.2024.102603
Abstract
"The paper investigates factors associated with the overeducation risk in the EU, with a specific focus on gender and regional variables. The study tests Frank's theory of differential overqualification, which suggests that women are more likely to be overeducated than men, especially in small local labor markets. Although women's overeducation rates usually exceed those of men, the study's results show limited validity of Frank's model due to a nuanced relationship by which gender is linked to overeducation. They suggest that gender differentiates the overeducation risk in combination with care responsibilities, whilst easier access to childcare facilities is associated with a lower risk of overeducation among women in households with young children. Moreover, migrant women are found to be more at risk of overeducation, compared to both migrant men and non-migrants. Contrary to Frank's theory, the degree of urbanisation is found irrelevant for overeducation. Furthermore, the study shows the evidence of growing incidence of overeducation in the EU in 2011–2018." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
The Shifting Reasons for Beveridge Curve Shifts (2024)
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Barlevy, Gadi, R. Jason Faberman, Bart Hobijn & Ayşegül Şahin (2024): The Shifting Reasons for Beveridge Curve Shifts. In: The Journal of Economic Perspectives, Jg. 38, H. 2, S. 83-106. DOI:10.1257/jep.38.2.83
Abstract
"We discuss how the relative importance of factors that contribute to movements of the US Beveridge curve has changed from 1959 to 2023. We review these factors in the context of a simple flow analogy used to capture the main insights of search and matching theories of the labor market. Changes in inflow rates, related to demographics, accounted for Beveridge curve shifts between 1959 and 2000. A reduction in matching efficiency, that depressed unemployment outflows, shifted the curve outwards in the wake of the Great Recession. In contrast, the most recent shifts in the Beveridge curve appear driven by changes in the eagerness of workers to switch jobs. Finally, we argue that, while the Beveridge curve is a useful tool for relating unemployment and job openings to inflation, the link between these labor market indicators and inflation depends on whether and why the Beveridge curve shifted. Therefore, a careful examination of the factors underlying movements in the Beveridge curve is essential for drawing policy conclusions from the joint behavior of unemployment and job openings." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
The Potential of Recommender Systems for Directing Job Search: A Large-Scale Experiment (2024)
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Behaghel, Luc, Sofia Dromundo, Marc Gurgand, Yagan Hazard & Thomas Zuber (2024): The Potential of Recommender Systems for Directing Job Search: A Large-Scale Experiment. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16781), Bonn, 65 S.
Abstract
"We analyze the employment effects of directing job seekers' applications toward establishments likely to recruit. We run a two-sided randomization design involving about 800,000 job seekers and 40,000 establishments, based on an empirical model that recommends each job seeker to firms so as to maximize total potential employment. Our intervention induces a 1% increase in job finding rates for short term contracts. This impact comes from a targeting effect combining (i) a modest increase in job seekers' applications to the very firms that were recommended to them, and (ii) a high success rate conditional on applying to these firms. Indeed, the success rate of job seekers' applications varies considerably across firms: the efficiency of applications sent to recommended firms is 2.7 times higher than the efficiency of applications to the average firm. This suggests that there can be substantial gains from better targeting job search, leveraging firm-level heterogeneity." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Measuring the quality of a match (2024)
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Belot, Michèle, Xiaoying Liu & Vaios Triantafyllou (2024): Measuring the quality of a match. In: Labour Economics, Jg. 89. DOI:10.1016/j.labeco.2024.102568
Abstract
"The quality of an employment match is a central concept in labor economics. It is relevant for evaluating the welfare impact of labor market policies, and for our understanding of labor market dynamics. This paper reviews the challenges associated with measuring match quality. We first review measures commonly used in the literature, their advantages, and drawbacks. We then present novel evidence from a survey sample of US employees where alternative measures were collected simultaneously. We show that while some of these measures correlate well, others do not. Finally, we present additional partial evidence on the correlations between measures based on the National Longitudinal Survey of Youth (NLSY79), a substantially larger and nationally representative survey. The takeaway message is a word of caution regarding the interpretation of some of these measures and specific concerns regarding using wages and tenure as indicators of match quality." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
Firm Human Resource Practices and Educational Mismatch (2024)
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Berloffa, Gabriella, Daniela Piazzalunga & Fabio Pieri (2024): Firm Human Resource Practices and Educational Mismatch. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 17424), Bonn, 46 S.
Abstract
"The paper introduces a new measure of educational mismatch at the firm level, constructed by merging firm and individual data at the sector-firm size-year level. This measure captures both the intensity of mismatch and its type – whether overeducation, undereducation, or a mix of the two. We assess the role of human resource practices in reducing the intensity of educational mismatch in Italian firms by estimating econometric models that control for a rich set of firm characteristics, as well as year and industry-region fixed effects. Firm-fixed effects and instrumental variable models complement the analysis. Findings indicate that the use of private recruitment agencies, on-the-job training, and structured supervision is associated with a reduction in mismatch intensity. The impact of other practices varies by mismatch type: higher job turnover rates correlate with lower undereducation but increased overeducation, while second-level bargaining increases undereducation and reduces overeducation." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
A Simple Explanation of Countercyclical Uncertainty (2024)
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Bernstein, Joshua, Michael Plante, Alexander W. Richter & Nathaniel A. Throckmorton (2024): A Simple Explanation of Countercyclical Uncertainty. In: American Economic Journal. Macroeconomics, Jg. 16, H. 4, S. 143-171. DOI:10.1257/mac.20220134
Abstract
"This paper documents that labor search and matching frictions generate countercyclical uncertainty because the inherent nonlinearity in the flow of new matches makes employment uncertainty increasing in the number of people searching for work. Quantitatively, this mechanism is strong enough to explain uncertainty and real activity dynamics, including their correlation. Through this lens, uncertainty fluctuations are endogenous responses to changes in real activity that neither affect the severity of business cycles nor warrant policy intervention, in contrast with leading theories of the interaction between uncertainty and real activity dynamics." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Uncertainty, labor force participation and job search (2024)
Bilenkisi, Fikret;Zitatform
Bilenkisi, Fikret (2024): Uncertainty, labor force participation and job search. In: Economic Modelling, Jg. 139. DOI:10.1016/j.econmod.2024.106833
Abstract
"This study examines the impact of labor force participation (LFP) on search behavior and unemployment in response to uncertainty shocks. Using a Bayesian vector autoregression model, this study shows that an increase in uncertainty raises unemployment, lowers inflation and decreases LFP and search intensity. Then, a New Keynesian model that incorporates endogenous LFP and variable search intensity is constructed. Results show that both search intensity and participation are procyclical, which suggests a discouragement effect. However, with habit formation, the wealth effect outweighs the discouragement effect and induces an increase in LFP, resulting in a more significant decline in aggregate search intensity due to the expanded searcher pool. In the exogenous LFP model, search intensity is countercyclical, which dampens the unemployment rate. In the endogenous LFP model, the increased entry of non-participants cancels out the countercyclical search intensity of unemployed workers due to the large number of searchers." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
A competitive theory of mismatch (2024)
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Birchenall, Javier A. (2024): A competitive theory of mismatch. In: Journal of Economic Dynamics and Control, Jg. 168. DOI:10.1016/j.jedc.2024.104996
Abstract
"I study the distributions of unemployment, vacancies, and wages across local labor markets in an economy where workers and jobs are matched and mismatched based on more explicit assumptions and aggregation principles than in the reduced-form aggregate matching-function approach. The endogenous matching process formulated here is flexible and has practical value for applied work. Local and aggregate labor market adjustments to local productivity and aggregate demand shocks reproduce empirical Beveridge and wage curve patterns, offer an alternative perspective on empirical indices of mismatch unemployment, and deliver an endogenous and commonly used reduced-form aggregate matching function." (Author's abstract, IAB-Doku, © 2024 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.) ((en))
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Literaturhinweis
Mismatch Unemployment During COVID-19 and the Post-Pandemic Labor Shortages (2024)
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Birinci, Serdar, Yusuf Mercan & Kurt See (2024): Mismatch Unemployment During COVID-19 and the Post-Pandemic Labor Shortages. (Working paper / Federal Reserve Bank of St. Louis 2024-025), Saint Louis, MO, 35 S. DOI:10.20955/wp.2024.025
Abstract
"We examine the extent to which mismatch unemployment—employment losses relative to an efficient allocation where the planner can costlessly reallocate unemployed workers across sectors to maximize output—shaped labor market dynamics during the COVID-19 pandemic and the subsequent recovery episode characterized by labor shortages. We find that, for the first time in our sample, mismatch unemployment turned negative at the onset of the pandemic. This result suggests that the efficient allocation of job seekers would involve reallocating workers toward longer-tenure and more-productive jobs, even at the expense of fewer hires. We show that sectoral differences in job separations were the main driver behind this result, while differences in vacancies caused positive mismatch unemployment during the recovery episode. We also establish an empirical link between mismatch unemployment and the surge in the labor cost during the recovery, documenting that sectors with larger mismatch unemployment experienced higher employment cost growth." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Test-based measurement of skill mismatch: a validation of five different measurement approaches using the NEPS (2024)
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Bischof, Stephan (2024): Test-based measurement of skill mismatch: a validation of five different measurement approaches using the NEPS. In: Journal for labour market research, Jg. 58. DOI:10.1186/s12651-024-00370-1
Abstract
"Skill mismatch is a key indicator of labour market research that has received significant attention. To date, various approaches of test-based measurement of skill mismatch have been used in research, generating differing results. However, it remains unclear which method is the most valid for measuring skill mismatch. This study provides a comparative validation of five commonly used approaches to test-based measurement of skill mismatches in reading and mathematics to detect the most valid method. Drawing on the 2016 wave of the German National Educational Panel Study (NEPS) Adult Cohort, I find significantly varying distributions for the different measurement approaches, and highly valid skill mismatch measures for the statistical and the mixed approach. Overall, the mixed approach emerges as the most valid method. The findings highlight the critical importance of measurement approaches in skill mismatch research." (Author's abstract, IAB-Doku, © Springer-Verlag) ((en))
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Literaturhinweis
Asymmetric market power and wage suppression (2024)
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Blumkin, Tomer & David Lagziel (2024): Asymmetric market power and wage suppression. In: The Scandinavian Journal of Economics, Jg. 126, H. 1, S. 38-59. DOI:10.1111/sjoe.12545
Abstract
"We study a labor market in which two identical firms compete over a pool of homogenous workers. Firms pre-commit to their outreach to potential employees, either through their informative advertising choices, or through their screening processes, before engaging in a wage competition ('a la Bertrand). Although firms are homogeneous, the unique pure-strategy equilibrium is asymmetric: one firm maximizes its outreach whereas the other compromises on a significantly smaller market share. The features of the asymmetric equilibrium extend to a general oligopsony with any finite number of firms. This article is protected by copyright. All rights reserved." (Author's abstract, IAB-Doku, Published by arrangement with John Wiley & Sons) ((en))
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Literaturhinweis
Labor Demand on a Tight Leash (2024)
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Bossler, Mario & Martin Popp (2024): Labor Demand on a Tight Leash. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16837), Bonn, 99 S.
Abstract
"We develop a labor demand model that encompasses pre-match hiring cost arising from tight labor markets. Through the lens of the model, we study the effect of labor market tightness on firms’ labor demand by applying novel shift-share instruments to the universe of German firms. In line with theory, we find that a doubling in tightness reduces firms’ employment by 5 percent. Taking into account the resulting search externalities, the wage elasticity of firms’ labor demand reduces from -0.7 to -0.5 through reallocation effects. In light of our results, pre-match hiring cost amount to 40 percent of annual wage payments." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Learning about labor markets (2024)
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Bradley, Jake & Lukas Mann (2024): Learning about labor markets. In: Journal of monetary economics, Jg. 148. DOI:10.1016/j.jmoneco.2024.103612
Abstract
"We study a general equilibrium model of the labor market in which agents slowly learn about their suitability for jobs. Our model reproduces desirable features of the data, many of which standard models fail to replicate. We explore how, in such an environment, asymmetric information can lead to substantial misallocation. We calibrate our model to US data and quantify the welfare loss arising from misallocation due to informational frictions. The tractability of the model allows us to explore the responsiveness of wages and employment to an aggregate shock. We find that wage rigidity arises endogenously because of protracted learning, and in line with the data, the model is able to generate a larger and more persistent employment response." (Author's abstract, IAB-Doku, © 2024 The Author(s). Published by Elsevier B.V.) ((en))
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Literaturhinweis
The cyclicality of on-the-job search (2024)
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Bransch, Felix, Samreen Malik & Benedikt Mihm (2024): The cyclicality of on-the-job search. In: Labour Economics, Jg. 87. DOI:10.1016/j.labeco.2024.102517
Abstract
"On-the-job search is increasingly recognized as an important potential driver of labor market dynamics over the business cycle. Using the UK Labor Force Survey, we find robust empirical evidence that on-the-job search is countercyclical and that the cyclical fluctuations have important repercussions for labor market dynamics. We also find that the cyclical pattern is not explained by precautionary search motives but rather appears to be driven by job-ladder-motivated searches. This finding is surprising because, as we confirm, the expected returns to on-the-job search are procyclical. We find evidence that three features of search behavior may contribute to this finding: greater search effort in response to lower job-to-job transition probabilities, a prevalence of non-pecuniary motivated searches that are less affected by lower expected wage gains, and procyclicality in average match quality, which has a significant impact on the search behavior of new hires over the business cycle." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))