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
Auszubildende über Social Media finden (2025)
Arndt, Franziska; Herzer, Philip; Risius, Paula;Zitatform
Arndt, Franziska, Philip Herzer & Paula Risius (2025): Auszubildende über Social Media finden. (KOFA kompakt / Kompetenzzentrum Fachkräftesicherung 2025,01), Köln, 6 S.
Abstract
"Die Lage am Ausbildungsmarkt ist angespannt: Viele Unternehmen können ihre Ausbildungsplätze nicht besetzen, während gleichzeitig zahlreiche Jugendliche ohne Ausbildungsplatz bleiben. Um diese Passungsprobleme zu überwinden, ist es wichtig, dass Unternehmen ihre Ausbildungsplätze dort bewerben, wo Jugendliche suchen. Besonders wichtig sind für Jugendliche Online-Stellenanzeigen und die Vermittlungsangebote der Bundesagentur für Arbeit. An dritter Stelle stehen Social-Media-Kanäle. Die passgenaue Auswahl von Social-Media-Kanälen und -Inhalten kann Unternehmen somit näher an Jugendliche bringen. Doch: Während Jugendliche vor allem über Instagram, YouTube und WhatsApp suchen, nutzen Unternehmen neben Instagram eher Facebook, LinkedIn und Xing. Gerade Facebook ist für Jugendliche jedoch kaum relevant. Die direkte Ansprache von Jugendlichen mit Haupt- und Realschulabschluss bietet besonders großes Potenzial, denn es zeigt sich, dass Haupt- und Realschüler:innen anders suchen als Abiturient:innen: Haupt- und Realschüler:innen nutzen neben Online-Stellenanzeigen besonders analoge Formate. In den sozialen Medien nutzen sie vorwiegend Instagram, WhatsApp und YouTube." (Autorenreferat, IAB-Doku)
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Literaturhinweis
Gendered Job Search: An Analysis of Gender Differences in Reservation Wages and Job Applications (2025)
Zitatform
Basbug, Gokce & Roberto M. Fernandez (2025): Gendered Job Search: An Analysis of Gender Differences in Reservation Wages and Job Applications. In: ILR review, Jg. 78, H. 1, S. 217-239. DOI:10.1177/00197939241298623
Abstract
"Using a weekly survey of unemployed workers, this study examines gender differences in reservation wages and applied-for occupational categories. The analysis shows that a large portion of the gender difference in reservation wages is attributable to the fact that women and men search for different occupations. Findings further demonstrate that women are more likely to apply to occupations with higher percentages of female incumbents, and they target these occupations from the earlier stages of their job search, rather than adjusting their preferences over the course of unemployment. Further analysis shows that women are more likely to apply for occupational categories that offer greater flexibility in working hours, more opportunities for interpersonal interactions, less critical decision-making, and a less competitive environment. Finally, the analysis reveals that household responsibilities, particularly the number of children, and willingness to take risks are important factors influencing women’s decisions to pursue occupations with less demanding work hours." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Hiring opportunities for new firms and the business cycle (2025)
Zitatform
Brixy, Udo & Martin Murmann (2025): Hiring opportunities for new firms and the business cycle. In: Small business economics, Jg. 64, H. 3, S. 1387-1413., 2024-06-24. DOI:10.1007/s11187-024-00948-6
Abstract
"Whether firms founded during or outside economic crises have greater growth potential is an important question for both prospective entrepreneurs and policy makers. Existing research offers conflicting answers, and mostly either focuses on aggregate cohort-level effects or selectively excludes small new firms from the analyses. Using extensive linked employer-employee data on young German firms around and during the Global Financial Crisis, a period of sharply reduced access to external capital and recession, we show that young firms respond to cyclical conditions in highly heterogeneous ways. Our firm-level results reveal that the average new firm found it easier to hire its first employees when it was founded during the crisis. These firms achieved countercyclical growth by hiring career entrants. More specifically, hiring in very young (<1.5 years) and small to medium-sized (below the 90th percentile) young firms was countercyclical, while this was not the case for older and larger young firms. Thus, the firm-specific effects for young entrepreneurial firms may be very different from those reported in previous research. Our results suggest that market entry during a crisis may facilitate hiring and that policies that promote entrepreneurship may usefully complement policies that encourage labor hoarding by incumbents during recessions." (Author's abstract, IAB-Doku, © Springer-Verlag) ((en))
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Literaturhinweis
Firm Pay and Worker Search (2025)
Caldwell, Sydnee; Haegele, Ingrid; Heining, Jörg;Zitatform
Caldwell, Sydnee, Ingrid Haegele & Jörg Heining (2025): Firm Pay and Worker Search. (IAB-Discussion Paper 04/2025), Nürnberg, 141 S. DOI:10.48720/IAB.DP.2504
Abstract
"Ob und wie Arbeitnehmer am Arbeitsplatz suchen, hängt von ihren Vorstellungen über die Bezahlung und die Arbeitsbedingungen in anderen Unternehmen ab. Dennoch ist wenig darüber bekannt, wie viel Arbeitnehmer tatsächlich über die Arbeitsentgelte außerhalb ihrer aktuellen Beschäftigung Bescheid wissen. Wir nutzen eine groß angelegte Umfrage unter deutschen Vollzeitbeschäftigten, welche mit Sozialversicherungsdaten verknüpft wurde, um Gehaltserwartungen und Präferenzen gegenüber bestimmten externen Unternehmen zu ermitteln. Arbeitnehmer glauben, dass sie mit erheblicher Heterogenität hinsichtlich der Vergütung bei anderen Unternehmen konfrontiert sind und richten ihre Suche nach einem neuen Arbeitsplatz auf Unternehmen aus, von denen sie ausgehen, dass diese mehr bezahlen. Die von den Arbeitnehmern erwarteten unternehmensspezifischen Lohnaufschläge korrelieren sowohl stark mit den Vergütungsschemata, die sich anhand von administrativen Daten zeigen, als auch mit der Würdigung von firmenspezifischer Annehmlichkeiten. Die meisten Arbeiter sind auch bei einer erheblichen Erhöhung des Gehalts nicht bereit, sich einen neuen Job zu suchen – oder ihr derzeitiges Unternehmen zu verlassen. Die Kosten eines Jobwechsel betragen zwischen 7 und 18 Prozent des Jahreslohns eines Arbeitnehmers. Die Zugehörigkeit zu einem Arbeitgeber variiert je nach Arbeitgeber und kann nicht anhand von Unterschieden in firmenspezifischen Annehmlichkeiten oder den Kosten des Jobwechsels erklärt werden." (Autorenreferat, IAB-Doku)
Beteiligte aus dem IAB
Heining, Jörg; -
Literaturhinweis
Is labor matching effectiveness dependent on education level, age or gender? (2025)
Zitatform
Cheregi, Valentina Ioana (2025): Is labor matching effectiveness dependent on education level, age or gender? In: Baltic journal of economics, Jg. 25, H. 1, S. 1-20. DOI:10.1080/1406099x.2024.2442841
Abstract
"This paper explores the role of employment pool composition on labor matching effectiveness in ten Central and Eastern European countries from 2005 to 2023. We control for the structure of the labor force in terms of education, age, and gender. The results point towards a significant impact of labor force structure on labor market outcomes. In particular, an improvement in labor matching is associated with a larger share of the labor force with advanced education. In contrast, the opposite is true for the share of women and younger persons in the labor force. The results are robust to different specifications of the model when we control for the role of institutional factors in regulating national labor markets. From a policy perspective, this study highlights the need for targeted policies to increase the efficiency of the matching process aimed at specific structures of the labor force." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Recruiting Intensity, Hires, and Vacancies: Evidence from Firm-Level Data (2025)
Zitatform
Forsythe, Eliza & Russell Weinstein (2025): Recruiting Intensity, Hires, and Vacancies: Evidence from Firm-Level Data. In: The Economic Journal, S. 1-22. DOI:10.1093/ej/ueaf002
Abstract
"We investigate employer recruiting behaviour, using detailed firm-level data from a national survey of employers hiring recent college graduates. We find this behaviour is responsive to the business cycle, beliefs about labour market tightness, and the intended number of hires. Specifically, employers adjust planned recruiting effort and compensation. We then show that when firms expend greater recruiting effort they ultimately hire more individuals per vacancy. These results suggest that when firms want to increase hires they adjust both the quantity of vacancies and the recruiting intensity per vacancy. If this is true more broadly in the labour market, it may help explain the breakdown in the standard matching function during the Great Recession." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
The Immobile Incumbent Problem in a Model of Short-Term Wage-Posting (2025)
Zitatform
Manning, Alan (2025): The Immobile Incumbent Problem in a Model of Short-Term Wage-Posting. In: German Economic Review, S. 1-46. DOI:10.1515/ger-2024-0127
Abstract
"This paper takes the canonical Burdett-Mortensen model of wage-posting and relaxes the assumption that wages are set once-for-all, instead assuming they can only be committed one period at a time. It derives a closed-form solution for a steady-state Markov Rank-Preserving Equilibrium and shows how this relates to the canonical model and performs some comparative statics on it. But it is shown that a Rank-Preserving Equilibrium may fail to exist because employers have more monopsony power over existing workers than new recruits and that this non-existence can be a problem for plausible parameter values. It is shown how a Rank-Inverting Equilibrium may exist. It is argued that this problem is likely to occur in a wide range of search models." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Fiscal tightening and skills mismatch (2025)
Zitatform
Mavrigiannakis, Konstantinos, Andreas Vasilatos & Eugenia Vella (2025): Fiscal tightening and skills mismatch. In: European Economic Review, Jg. 174. DOI:10.1016/j.euroecorev.2025.104984
Abstract
"The paper establishes a new link between fiscal tightening and the vertical skills mismatch rate, defined as the share of over-qualified workers. Using cross-country evidence for Europe, we show that fiscal tightening can increase skills mismatch. We then introduce the latter in a DSGE model with heterogeneous households, capital-skill complementarity (CSC) and labor frictions. We calibrate the model for Greece, where the over-qualification rate exceeds one-third. A fiscal tightening shock raises the mismatch rate in the model, in line also with SVAR analysis. Skills mismatch can act as a buffer for high-skilled workers during recessions induced by tax shocks and is more counter-cyclical when CSC is weak. We also use the model to conduct welfare and policy analyses." (Author's abstract, IAB-Doku, © 2025 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
More Than a Match: “Fit” as a Tool in Hiring Decisions (2025)
Zitatform
Nichols, Bethany J., David S. Pedulla & Jeff T. Sheng (2025): More Than a Match: “Fit” as a Tool in Hiring Decisions. In: Work and occupations, Jg. 52, H. 2, S. 175-203. DOI:10.1177/07308884231214279
Abstract
"The concept of “fit” has become important for understanding hiring decisions and labor market outcomes. While social scientists have explored how fit functions as a legitimized evaluative criterion to match candidates to jobs in the hiring process, less is known about how fit functions as a hiring tool to aid in decision-making when hiring decisions cannot—or should not—be justified. Drawing on in-depth interviews with 53 hiring professionals, we develop a theoretical argument that hiring professionals can use fit as a tool to circumvent legitimized hiring criteria and justify their hiring goals. Specifically, we show how hiring professionals use fit as a tool to explain their hiring decisions when these decisions cannot or should not be justified and we outline two mechanisms through which this process occurs: (1) fit as a tool for circumventing human capital concerns, and (2) fit as a tool to circumvent hiring policies based upon social characteristics. We argue that fit is more than an evaluative criterion for matching individuals to jobs. Hiring professionals deploy fit as a tool to justify their decisions amid uncertainty and constraint. Fit, then, becomes a placeholder when these hiring decisions are not able to be justified through legitimized means. Our findings reveal some of the potential negative consequences of using fit during the hiring process and contribute important theoretical insights about the role of fit in scholarship on inequality and labor markets." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
A Tale of Two Job Searches: An Integrative Review of How Job Seeker Characteristics Shape Informal Job Search Effectiveness (2025)
Porter, Caitlin M. ; Du, Juan; Solanelles, Pol ; Pearson, Ashley Howell ; Cullen‐Lester, Kristin L. ;Zitatform
Porter, Caitlin M., Pol Solanelles, Kristin L. Cullen‐Lester, Ashley Howell Pearson & Juan Du (2025): A Tale of Two Job Searches: An Integrative Review of How Job Seeker Characteristics Shape Informal Job Search Effectiveness. In: Journal of organizational behavior, S. 1-25. DOI:10.1002/job.2864
Abstract
"Informal job search—the use of personal and professional networks for job search—is a popular job search method. Yet, answers to the questions of whether informal job search is effective (relative to formal job search) and why have not been clearly articulated, hindering research progress and limiting practical recommendations for job seekers and institutions. We endeavored to address these questions via an integrative, interdisciplinary review of how job search methods (i.e., formal vs. informal) and forms of social capital (i.e., types of contacts and tie strength) relate to job search outcomes (i.e., finding a job vs. finding quality employment), and we summarize evidence for the role of job seeker characteristics as key contingencies on this process. In doing so, we uncover “a tale of two job searches,” wherein informal job search effectiveness is dependent upon job seeker characteristics that impart status within the labor market and/or society. Collectively, our review provides much-needed clarity regarding whether an informal job search is better than a formal job search and why , revealing that answers to these questions depend on who is searching for a job. Considering these insights, we outline an agenda for future research focused on enhancing job seekers' access to social networks and integrating job search and social network perspectives to extend knowledge of how different types of job seekers can more effectively utilize their networks for job search." (Author's abstract, IAB-Doku, Published by arrangement with John Wiley & Sons) ((en))
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Literaturhinweis
Testing for wage-specific search intensity (2025)
Zitatform
Rendon, Silvio (2025): Testing for wage-specific search intensity. In: Journal for labour market research, Jg. 59, H. 1. DOI:10.1186/s12651-024-00389-4
Abstract
"Most job search intensity models assume uniform search effort across all potential wage offers. I depart from this conventional assumption by proposing that agents allocate wage-specific search intensity, strategically avoiding effort on low-paying, unacceptable jobs or high-paying, improbable ones. This alternative model generates wage distributions at acceptance that differ markedly from the truncated distributions typical of models with constant arrival rates for wage offers. I leverage these distinct empirical predictions to develop two new nonparametric tests, applied to NLSY97 data, both of which reject the hypothesis of constant search intensity across wages. Furthermore, I estimate the structural parameters identifiable in each model, revealing that wage-specific search leads to greater total search effort, faster transitions into the upper tail of the wage distribution, and ultimately higher accepted wages—more than a 25% increase following unemployment. For low wages, the classic random search model delivers a fair replication of the actual data, but for higher wages targeted search is better. Wage-specific search suggests that job seekers not only need to search more, but also search better. This insight has important implications for employment policy, particularly in promoting job search literacy among the unemployed." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Anonymous job applications and hiring discrimination: Blind recruitment can level the playing field in access to jobs but cannot prevent all forms of discrimination (2025)
Zitatform
Rinne, Ulf (2025): Anonymous job applications and hiring discrimination. Blind recruitment can level the playing field in access to jobs but cannot prevent all forms of discrimination. (IZA world of labor 48,3), Bonn, o. Sz. DOI:10.15185/izawol.48.v3
Abstract
"Anonymisierte Bewerbungsverfahren sind potenziell geeignet, Einstellungshindernisse aufgrund von Diskriminierung einzelner Arbeitsmarktgruppen abzubauen. Bei effektiver Umsetzung sorgen solche Verfahren für Chancengleichheit im Bewerbungsprozess, da sie den Fokus der Personalentscheider auf die Qualifikationen und Fähigkeiten der Bewerber lenken. Allerdings sind anonyme Bewerbungen weder in allen Fällen sinnvoll umsetzbar, noch können sie jegliche Form der Bewerberdiskriminierung verhindern." (Autorenreferat, IAB-Doku)
Ähnliche Treffer
auch erschienen als: IZA world of labor, 454 -
Literaturhinweis
On-the-job wage dynamics (2025)
Zitatform
Smith, Eric (2025): On-the-job wage dynamics. In: Journal of Economic Theory, Jg. 224. DOI:10.1016/j.jet.2024.105953
Abstract
"This paper assesses wage setting and wage dynamics in a search and matching framework where (i) workers and firms on occasion can meet multilaterally; (ii) workers can recall previous encounters with firms; and (iii) firms cannot commit to future wages and workers cannot commit to not searching in the future. The resulting progression of wages (from firms paying just enough to keep their workers) yields a compensation structure consistent with well established but difficult to reconcile observations on pay dynamics within jobs at firms. Along with wage tenure effects, serial correlation in wage changes and wage growth are negatively correlated with initial wages." (Author's abstract, IAB-Doku, © 2025 The Author. Published by Elsevier Inc.) ((en))
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Literaturhinweis
"IAB-Kompetenz-Kompass“ Bereitstellung von Stellentext-Daten als strukturierter Datensatz (2025)
Stops, Michael ; Raabe, Pauline; Heß, Pascal ; Klevinghaus, Hauke; Ungerer, Kathrin; EzElDin, Asma Ahmed; Heckel, Marie-Christine; Malfertheiner, Verena; Peede, Lennert; Metzger, Lina-Jeanette ;Zitatform
Stops, Michael, Asma Ahmed EzElDin, Marie-Christine Heckel, Pascal Heß, Hauke Klevinghaus, Verena Malfertheiner, Lina-Jeanette Metzger & Lennert Peede (2025): "IAB-Kompetenz-Kompass“ Bereitstellung von Stellentext-Daten als strukturierter Datensatz. (IAB-Forschungsbericht 01/2025), Nürnberg, 259 S. DOI:10.48720/IAB.FB.2501
Abstract
"Dieser Forschungsbericht beschreibt die Ergebnisse eines zweijährigen Projektes, in dem Methoden zur Gewinnung von strukturierten Informationen aus Stellenanzeigen weiterentwickelt und neu erarbeitet wurden. Das Projekt wurde durch das Bundesministerium für Arbeit und Soziales (BMAS) im Rahmen der Datenlabor-Initiative der Bundesregierung mit Mitteln des Programms „NextGenerationEU“ der Europäischen Union ermöglicht und baut auf der „Machbarkeitsstudie Kompetenz-Kompass“ auf (Stops et al., 2020). Im Rahmen dieses Projekts wurde ein Datensatz erstellt, der auf allen zwischen April 2019 und Dezember 2023 zugegangenen Stellenanzeigen bei der Bundesagentur für Arbeit (BA) basiert, die auf der Stellenwebseite der BA veröffentlicht oder für die ein Vermittlungsauftrag für die BA bestand. Aus Vergleichen mit der IAB-Stellenerhebung geht hervor, dass der Datensatz Analysen zu vielen Fragestellungen erlaubt, die repräsentativ für den deutschen Arbeitsmarkt sind. Wir beschreiben die Entwicklung der Nachfrage nach fachlichen Kompetenzen; Sprachkenntnissen; Kompetenzen, die mit Technologien der Künstlichen Intelligenz sowie Wasserstofftechnologie im Zusammenhang stehen. Außerdem untersuchen wir das Angebot an Home-Office. Der Bericht schließt mit einem Ausblick auf die mögliche inhaltliche und methodische Weiterentwicklung der Forschung mit Stellendaten." (Autorenreferat, IAB-Doku)
Weiterführende Informationen
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Literaturhinweis
Labour market skills, endogenous productivity and business cycles (2024)
Zitatform
Abbritti, Mirko & Agostino Consolo (2024): Labour market skills, endogenous productivity and business cycles. In: European Economic Review, Jg. 170. DOI:10.1016/j.euroecorev.2024.104873
Abstract
"This paper analyses how labor market heterogeneity affects unemployment, productivity and business cycle dynamics. To this aim, we set up a model with asymmetric search and matching frictions across skilled and unskilled workers, and endogenous productivity through R&D investment and intangible capital accumulation. Skill mismatch and skill-specific labor market institutions have three main effects on business cycles and growth dynamics. First, the relative scarcity of skilled workers increases the natural rate of unemployment and reduces total factor productivity with long-run effects on the growth rate of output. Second, skill heterogeneity in the labor market generates asymmetric outcomes and amplifies measures of employment, wages and consumption inequality. Finally, the model provides important insights for the Phillips and Beveridge curves. Incorporating skill heterogeneity leads to a flattening of the Phillips curve as wages and unemployment respond unevenly across skill types. Also, the model generates sideward shifts of the Beveridge curve following business cycle shocks, with the extent of these shifts depending on the degree of skill heterogeneity." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
Words matter: Experimental evidence from job applications (2024)
Zitatform
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)
Zitatform
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)
Zitatform
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)
Zitatform
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))