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.
-
Literaturhinweis
The Potential of Recommender Systems for Directing Job Search: A Large-Scale Experiment (2024)
Behaghel, Luc; Hazard, Yagan; Gurgand, Marc; Dromundo, Sofia; Zuber, Thomas;Zitatform
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))
-
Literaturhinweis
Risk and the allocation of talent in the Roy model (2024)
Zitatform
Cubas, German, Pedro Silos & Vesa Soini (2024): Risk and the allocation of talent in the Roy model. In: Economics Letters, Jg. 236. DOI:10.1016/j.econlet.2024.111623
Abstract
"With risk-averse workers and uninsurable earnings shocks, competitive markets allocate too few workers to risky jobs. Using an equilibrium Roy model with incomplete markets, we show that in competitive equilibrium, risky occupations are inefficiently small and hence talent is misallocated." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
-
Literaturhinweis
Search, unemployment, and the Beveridge curve: Experimental evidence (2024)
Zitatform
Duffy, John & Brian C. Jenkins (2024): Search, unemployment, and the Beveridge curve: Experimental evidence. In: Labour Economics, Jg. 87. DOI:10.1016/j.labeco.2024.102518
Abstract
"We report on a laboratory experiment testing the predictions of the Diamond–Mortensen–Pissarides (DMP) search-and-matching model, which is a workhorse, decentralized model of unemployment and the labor market. We focus on the job vacancy posting problem that firms face in the DMP model. We explore the model’s comparative statics predictions concerning variations in the separation rate, the vacancy posting cost, and the firm’s surplus earned per employee. Across all treatments, we find strong evidence for an inverse relationship between vacancies and unemployment, consistent with the Beveridge curve. We also find that the results of our various comparative statics exercises are in-line with the predictions of the theory." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
-
Literaturhinweis
Firm Productivity, Wages, and Sorting (2024)
Zitatform
Lochner, Benjamin & Bastian Schulz (2024): Firm Productivity, Wages, and Sorting. In: Journal of labor economics, Jg. 42, H. 1, S. 85-119., 2022-09-13. DOI:10.1086/722564
Abstract
"We study the link between firm productivity and the wages that firms pay. Guided by a search-matching model with large firms, worker and firm heterogeneity, and production complementarities, we infer firm productivity by estimating firm-level production functions. Using German data, we find that the most productive firms do not pay the highest wages. Worker transitions from high- to medium-productivity firms are on average associated with wage gains. Productivity sorting, that is, the sorting of high-ability workers into high-productivity firms, is less pronounced than the sorting into high-wage firms." (Author's abstract, IAB-Doku, © University of Chicago Press) ((en))
-
Literaturhinweis
The Shifting Reasons for Beveridge-Curve Shifts (2023)
Barlevy, Gadi; Şahin, Ayşegül; Faberman, Jason; Hobijn, Bart;Zitatform
Barlevy, Gadi, Bart Hobijn, Jason Faberman & Ayşegül Şahin (2023): The Shifting Reasons for Beveridge-Curve Shifts. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16517), Bonn, 29 S.
Abstract
"We discuss how the relative importance of factors that contribute to movements of the U.S. Beveridge curve has changed from 1960 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 1960 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. We argue that, while the Beveridge curve is a useful tool for relating unemployment and vacancies 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))
-
Literaturhinweis
Vacancy duration and wages (2023)
Zitatform
Bassier, Ihsaan, Alan Manning & Barbara Petrongolo (2023): Vacancy duration and wages. (CEP discussion paper / Centre for Economic Performance 1943), London, 45 S.
Abstract
"We estimate the elasticity of vacancy duration with respect to posted wages, using data from the near-universe of online job adverts in the United Kingdom. Our research design identifies duration elasticities by leveraging firm-level wage policies that are plausibly exogenous to hiring difficulties on specific job vacancies, and control for job and market-level fixed-effects. Wage policies are defined based on external information on pay settlements, or on sharp, internally-defined, firm-level changes. In our preferred specifications, we estimate duration elasticities in the range −3 to −5, which are substantially larger than the few existing estimates." (Résumé d'auteur, IAB-Doku) ((en))
-
Literaturhinweis
Matching Through Search Channels (2023)
Zitatform
Carillo-Tudela, Carlos, Leo Kaas & Benjamin Lochner (2023): Matching Through Search Channels. (IAB-Discussion Paper 10/2023), Nürnberg, 85 S. DOI:10.48720/IAB.DP.2310
Abstract
"Firmen und Arbeitnehmer/-innen finden überwiegend über Stellenanzeigen, persönliche Kontaktnetzwerke oder die Bundesagentur für Arbeit zueinander. All diese Suchkanäle tragen dazu bei, Friktionen am Arbeitsmarkt zu verringern. In diesem Papier untersuchen wir, inwieweit diese Suchkanäle unterschiedliche Auswirkungen auf den Arbeitsmarkt haben. Anhand einer neuen Datenverknüpfung aus administrativer Daten und Umfragedaten zeigen wir: (i) Niedriglohnfirmen und Niedriglohnbeziehende finden vermehrt über Netzwerke oder die Bundesagentur für Arbeit zueinander, währendessen Hochlohnfirmen und Hochlohnbeziehende häufiger über Stellenanzeigen zusammenkommen. (ii) Dabei nutzen Firmen Stellenanzeigen vor allem bei der Abwerbung und Gewinnung von Hochlohnbeziehenden. Im Vergleich zu anderen Suchkanälen, werden Stellenanzeigen auch vermehrt von Beschäftigten beim Aufstieg auf der Karriereleiter genutzt. Um die Auswirkungen dieser Beobachtungen auf die aggregierte Beschäftigung, die Löhne und die Arbeitsmarktsortierung zu bewerten, schätzen wir strukturell ein Gleichgewichtsmodell, das sich durch Karriereleitern, zweiseitige Heterogenität, mehrere Suchkanäle und endogene Einstellungsintensität auszeichnet. Die Schätzung zeigt, dass Netzwerke der kosteneffizienteste Kanal sind, der es Firmen ermöglicht, schnell einzustellen, aber auch Arbeitskräfte mit geringeren durchschnittlichen Fähigkeiten anzuziehen. Stellenanzeigen sind der kostspieligste Kanal, erleichtern die Einstellung von Arbeitnehmern/-innen mit höheren Fähigkeiten und sind für die Sortierung zwischen Beschäftigten und Firmen am wichtigsten. In kontrafaktischen Berechnungen zeigt sich, dass obwohl die Bundesagentur für Arbeit die geringste Einstellungswahrscheinlichkeit bietet, ihre hypothetische Abschaffung beträchtliche Folgen hätte. Die Gesamtbeschäftigung würde um mindestens 1,4 Prozent sinken und die Lohnungleichheit steigen." (Autorenreferat, IAB-Doku)
-
Literaturhinweis
Recruitment Policies, Job-Filling Rates and Matching Efficiency (2023)
Zitatform
Carrillo-Tudela, Carlos, Hermann Gartner & Leo Kaas (2023): Recruitment Policies, Job-Filling Rates and Matching Efficiency. In: Journal of the European Economic Association, Jg. 21, H. 6, S. 2413-2459., 2023-01-09. DOI:10.1093/jeea/jvad034
Abstract
"Recruitment intensity is important for the matching process in the labor market. Using unique linked survey-administrative data, we investigate the relationships between hiring and recruitment policies at the establishment level. Faster hiring goes along with higher search effort, lower hiring standards and more generous wages. We develop a directed search model that links these patterns to the employment adjustments of heterogenous firms. The model provides a novel structural decomposition of the matching function that we use to evaluate the relative importance of these recruitment policies at the aggregate level. The calibrated model shows that hiring standards play an important role in explaining differences in matching efficiency across labor markets defined as region/skill cross products and for the impact of labor market policy, whereas search effort and wage policies play only a minor role." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Active and passive labor-market policies: the outlook from the Beveridge curve (2023)
Zitatform
Destefanis, Sergio, Matteo Fragetta & Nazzareno Ruggiero (2023): Active and passive labor-market policies: the outlook from the Beveridge curve. In: Applied Economics, Jg. 55, H. 55, S. 6538-6550. DOI:10.1080/00036846.2022.2159010
Abstract
"Following a panel ARDL approach, we appraise the impact of various indicators of active and passive labor-market policies within the framework of the Beveridge curve across fourteen OECD countries from 1985 to 2013, controlling for other factors, both institutional (tax wedge) and structural (technological progress, globalization). We embed the role of these variables within the specification of the Beveridge curve, finding that the generosity of unemployment benefits has a detrimental impact on labor-market matching, with the duration of benefits and the strictness of the rules pertaining to the deployment of benefits taking a key role in driving this result. Among active labor-market policies, employment incentives and especially training have a favourable effect on matching. There is evidence of a virtuous interaction between active and passive policies. A significantly detrimental role emerges for the tax wedge. These results are consistent across various specifications, and structural relationships are stable throughout the 2008–2013 period." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Jobseekers’ Beliefs about Comparative Advantage and (Mis)Directed Search (2023)
Kiss, Andrea; Garlick, Robert; Orkin, Kate; Hensel, Lukas;Zitatform
Kiss, Andrea, Robert Garlick, Kate Orkin & Lukas Hensel (2023): Jobseekers’ Beliefs about Comparative Advantage and (Mis)Directed Search. (Upjohn Institute working paper 388), Kalamazoo, Mich., 99 S. DOI:10.17848/wp23-388
Abstract
"Worker sorting into tasks and occupations has long been recognized as an important feature of labor markets. But this sorting may be inefficient if jobseekers have inaccurate beliefs about their skills and therefore apply to jobs that do not match their skills. To test this idea, we measure young South African jobseekers’ communication and numeracy skills and their beliefs about their skill levels. Many jobseekers believe they are better at the skill in which they score lower, relative to other jobseekers. These beliefs predict the skill requirements of jobs where they apply. In two field experiments, giving jobseekers their skill assessment results shifts their beliefs toward their assessment results. It also redirects their search toward jobs that value the skill in which they score relatively higher—using measures from administrative, incentivized task, and survey data—but does not increase total search effort. It also raises earnings and job quality, consistent with inefficient sorting due to limited information." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Ranking and search effort in matching (2023)
Zitatform
Lee, Joonbae & Hanna Wang (2023): Ranking and search effort in matching. In: Economic Theory, Jg. 75, H. 1, S. 113-136. DOI:10.1007/s00199-021-01391-4
Abstract
"This paper studies the relationship between search effort and workers’ ranking by employers. In order to do so, we propose a matching model in which employers have common preferences over a continuum of heterogeneous workers who choose a number of applications to send out. We show that in equilibrium, the relationship is hump-shaped for sufficiently high vacancy-to-worker ratios, that is, highly-ranked and lowly-ranked workers send out fewer applications than workers of mid-range rank. This arises due to two opposing forces driving the incentives of applicants. Increasing the number of applications acts as insurance against unemployment, but is less effective when the probability of success for each application is low. This mechanism exacerbates the negative employment outcomes of low-rank workers—hence, in contrast to the market equilibrium, in the social planner’s solution, the number of applications monotonically decrease in rank." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
The Macroeconomics of Skills Mismatch in the Presence of Emigration (2023)
Liontos, George; Vella, Eugenia; Mavrigiannakis, Konstantinos;Zitatform
Liontos, George, Konstantinos Mavrigiannakis & Eugenia Vella (2023): The Macroeconomics of Skills Mismatch in the Presence of Emigration. (Working paper series / Athens University of Economics and Business, Department of International and European Economic Studies 2023-14), Athen, 52 S.
Abstract
"Employment in mismatch (low-skill) jobs is a potential factor in the emigration of highly qualified workers. At the same time, high-skilled emigration and emigration of mismatch workers can free up positions for stayers. In bad times, it could also amplify demand losses and the unemployment spell, which in turn affects the mismatch rate. In this paper, we investigate the link between vertical skills mismatch and emigration of both non-mismatch and mismatch workers in a DSGE model. The model features also skill and wealth heterogeneous households, capital-skill complementarity (CSC) and labor frictions. We find that an adverse productivity shock reduces investment and primarily hurts the high-skilled who react by turning to both jobs abroad and mismatch jobs in the domestic labor market. A negative shock to government spending crowds-in investment and primarily hurts the low-skilled who thus turn to jobs abroad. Following the fiscal cut, the high-skilled instead reduce their search for mismatch employment and later they also reduce their search for jobs abroad." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Making the invisible hand visible: Managers and the allocation of workers to jobs (2023)
Minni, Virginia;Zitatform
Minni, Virginia (2023): Making the invisible hand visible: Managers and the allocation of workers to jobs. (CEP discussion paper / Centre for Economic Performance 1948), London, 80 S.
Abstract
"Why do managers matter for firm performance? This paper provides evidence of the critical role of managers in matching workers to jobs within the firm using the universe of personnel records from a large multinational firm. The data covers 200,000 white-collar workers and 30,000 managers over 10 years in 100 countries. I identify good managers as the top 30% by their speed of promotion and leverage exogenous variation induced by the rotation of managers across teams. I find that good managers cause workers to reallocate within the firm through lateral and vertical transfers. This leads to large and persistent gains in workers' career progression and productivity. Seven years after the manager transition, workers earn 30% more and perform better on objective performance measures. In terms of aggregate firm productivity, doubling the share of good managers would increase output per worker by 61% at the establishment level. My results imply that the visible hands of managers match workers' specific skills to specialized jobs, leading to an improvement in the productivity of existing workers that outlasts the managers' time at the firm." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Labour market tightness and matching efficiency in different labour market segments – do differences in education and occupation matter? (2023)
Obadić, Alka; Viljevac, Viktor;Zitatform
Obadić, Alka & Viktor Viljevac (2023): Labour market tightness and matching efficiency in different labour market segments – do differences in education and occupation matter? (EFZG working paper series 2303), Zagreb, 47 S.
Abstract
"This paper analyses the existing educational and occupational structures of several EU member countries and their alignment with the needs of the labour market. Such a situation may indicate a structural mismatch in labour market in which the mismatch between the skills taught in schools and universities and the skills needed in the workplace appears. To evaluate this mismatch, the paper investigates the matching needs of employers and unemployed job seekers by disaggregating the registered employment office data by education and occupation groups in selected EU countries separately. More educated workers, as well as workers in more complex and better-paid occupations, might fare better when it comes to the aggregate labour market trends. For example, economic downturns and increases in unemployment might be felt more heavily by workers with lower education and those who work in professions requiring fewer skills. In this paper, we analyse the data for a selected group of countries (Austria, Croatia, Estonia, Slovenia, and Spain) from 2010 till 2022, using the Beveridge curves and estimate the labour market tightness and matching efficiency for different education and occupation groups. Our results show that differences in education levels and occupation result in relatively small deviations from aggregate trends in the labour market. Aggregate labour market trends therefore strongly impact all groups in the labour market, whether the market is segmented by education levels or by occupation. In other words, both the improvements in the labour market conditions and the worsening of labour market conditions have similar effects across different labour market segments." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Population size and the job matching of college graduates (2023)
Zitatform
Pominova, Mariya & Todd Gabe (2023): Population size and the job matching of college graduates. In: Applied Economics Letters, Jg. 30, H. 20, S. 2994-2997. DOI:10.1080/13504851.2022.2117774
Abstract
"This paper examines the relationship between a region’s population size and the match of college-educated workers to jobs that require a degree. Results show a positive relationship between degree match and county population size in the United States, with a 100,000-person increase in population associated with a 1.3-percentage point increase in the likelihood of a match. The analysis uses a person’s grade point average in college to account for the potential sorting of higher-skilled workers into larger urban areas and the dataset has individuals across a wide range of regions from small rural areas to big cities." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Applications of maximum matching by using bipolar fuzzy incidence graphs (2023)
Zitatform
Rehman, Fahad Ur, Tabasam Rashid & Muhammad Tanveer Hussain (2023): Applications of maximum matching by using bipolar fuzzy incidence graphs. In: PLoS ONE, Jg. 18. DOI:10.1371/journal.pone.0285603
Abstract
"The extension of bipolar fuzzy graph is bipolar fuzzy incidence graph (BFIG) which gives the information regarding the effect of vertices on the edges. In this paper, the concept of matching in bipartite BFIG and also for BFIG is introduced. Some results and theorems of fuzzy graphs are also extended in BFIGs. The number of operations in BFIGs such as augmenting paths, matching principal numbers, relation between these principal numbers and maximum matching principal numbers are being investigated which are helpful in the selection of maximum most allied applicants for the job and also to get the maximum outcome with minimum loss (due to any controversial issues among the employees of a company). Some characteristics of maximum matching principal numbers in BFIG are explained which are helpful for solving the vertex and incidence pair fuzzy maximization problems. Lastly, obtained maximum matching principal numbers by using the matching concept to prove its applicability and effectiveness for the applications in bipartite BFIG and also for the BFIG." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Pre-existing company contacts and premature termination of apprenticeship training in Germany (2023)
Weißmann, Markus; Roth, Tobias;Zitatform
Weißmann, Markus & Tobias Roth (2023): Pre-existing company contacts and premature termination of apprenticeship training in Germany. In: Research in Social Stratification and Mobility, Jg. 87. DOI:10.1016/j.rssm.2023.100839
Abstract
"Using longitudinal data from Starting Cohort 4 of the German National Educational Panel Study (NEPS), we examined whether pre-existing strong ties and weak ties in the training company are associated with the risk of premature termination of apprenticeship training in Germany. This is highly relevant for the literature on social capital in the labor market since so far little is known about the role of social contacts for the turnover propensity of labor market entrants. By examining a potentially important factor for a successful labor market integration, our research also adds to both the school-to-work and the social stratification literature. Our empirical results are only partly consistent with our theoretically derived expectations. While contrary to our expectations, we found no association between strong ties and termination probability, weak ties were, as expected, associated with a lower probability of premature training termination among those apprentices who were trained in their desired occupation. Our main results, combined with several robustness checks, let us assume that this is due to better matched training situations." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
-
Literaturhinweis
Who Set Your Wage? (2022)
Card, David;Zitatform
Card, David (2022): Who Set Your Wage? In: The American economic review, Jg. 112, H. 4, S. 1075-1090. DOI:10.1257/aer.112.4.1075
Abstract
"I discuss the recent literature that has led to new interest in the idea of monopsonistic wage setting. Building on advances in search theory and in models of differentiated products, researchers have used a number of different strategies to identify the elasticity of firm-specific labor supply. A growing consensus is that firms have some wage-setting power, though many questions remain about the sources of that power." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality (2022)
Coraggio, Luca; Scognamiglio, Annalisa; Tåg, Joacim; Pagano, Marco;Zitatform
Coraggio, Luca, Marco Pagano, Annalisa Scognamiglio & Joacim Tåg (2022): JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality. (IFN working paper / Research Institute of Industrial Economic 1427), Stockholm, 37 S.
Abstract
"Does the matching between workers and jobs help explain productivity differentials across firms? To address this question we develop a job-worker allocation quality measure (JAQ) by combining employer-employee administrative data with machine learning techniques. The proposed measure is positively and significantly associated with labor earnings over workers' careers. At firm level, it features a robust positive correlation with firm productivity, and with managerial turnover leading to an improvement in the quality and experience of management. JAQ can be constructed for any employer-employee data including workers' occupations, and used to explore the effect of corporate restructuring on workers' allocation and careers." (Author's abstract, IAB-Doku) ((en))
-
Literaturhinweis
Wie gut passen Bewerber und Stellen zusammen?: Eine Analyse der Qualität neu zustande gekommener Arbeitsverhältnisse (Matches) in ausgewählten Arbeitssegmenten (2022)
Dellkamm, Rabea; Stettes, Oliver; Möckel, Kathrin; Schäfer, Holger;Zitatform
Dellkamm, Rabea, Kathrin Möckel, Holger Schäfer & Oliver Stettes (2022): Wie gut passen Bewerber und Stellen zusammen? Eine Analyse der Qualität neu zustande gekommener Arbeitsverhältnisse (Matches) in ausgewählten Arbeitssegmenten. (IW-Report / Institut der Deutschen Wirtschaft Köln 2022,47), Köln, 24 S.
Abstract
"Die empirische Arbeitsmarktforschung ist derzeit nur eingeschränkt in der Lage, die Qualität der Ausgleichprozesse am Arbeitsmarkt anhand der Merkmale der neu zustande gekommenen Beschäftigungsverhältnisse zu beschreiben. Die Analyse von Stellenanzeigen kann zwar detaillierte Einblicke über konkrete Stellenanforderungen geben, ob diese aber auch von den späteren Stelleninhabern erfüllt werden, bleibt bei einer derartigen Analyse ungeklärt. Auswertungen der IAB-Stellenerhebung stehen unter dem Vorbehalt, dass sie nur die letzte neu besetzte Vakanz in den Blick nehmen können. Die vorliegende Studie auf Basis eines speziell für diese Zwecke bereitgestellten Datensatzes durch den Personaldienstleister Hays, der detaillierte Informationen sowohl über Stellenanforderungen als auch die Kompetenzprofile der Beschäftigten in neu zustande gekommenen Arbeitsverhältnissen enthält, zeigt die Potenziale von Analysen auf, die die Qualität einer großen Anzahl von Matching-Prozessen beschreiben wollen." (Autorenreferat, IAB-Doku)