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
Does Artificial Intelligence Help or Hurt Gender Diversity? Evidence from Two Field Experiments on Recruitment in Tech (2024)
Avery, Mallory; Leibbrandt, Andreas; Vecci, Joseph;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
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))
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Literaturhinweis
Asymmetric market power and wage suppression (2024)
Zitatform
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
The cyclicality of on-the-job search (2024)
Zitatform
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))
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Literaturhinweis
Re-assessing the Spatial Mismatch Hypothesis (2024)
Zitatform
Card, David, Jesse Rothstein & Moises Yi (2024): Re-assessing the Spatial Mismatch Hypothesis. (NBER working paper / National Bureau of Economic Research 32252), Cambridge, Mass, 25 S.
Abstract
"We use detailed location information from the Longitudinal Employer-Household Dynamics (LEHD) database to develop new evidence on the effects of spatial mismatch on the relative earnings of Black workers in large US cities. We classify workplaces by the size of the pay premiums they offer in a two-way fixed effects model, providing a simple metric for defining “good” jobs. We show that: (a) Black workers earn nearly the same average wage premiums as whites; (b) in most cities Black workers live closer to jobs, and closer to good jobs, than do whites; (c) Black workers typically commute shorter distances than whites; and (d) people who commute further earn higher average pay premiums, but the elasticity with respect to distance traveled is slightly lower for Black workers. We conclude that geographic proximity to good jobs is unlikely to be a major source of the racial earnings gaps in major U.S. cities today." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
How workers and firms meet in the labor market and why it matters (2024)
Zitatform
Carillo-Tudela, Carlos, Leo Kaas & Benjamin Lochner (2024): How workers and firms meet in the labor market and why it matters. (VoxEU columns / Centre for Economic Policy Research), London, o. Sz.
Abstract
"Most firms match with workers through job postings, networks of personal contacts, or the public employment agency. This column investigates the effects of search channels on labor market outcomes in Germany. Low-wage firms and low-wage workers are more likely to match via networks or the public agency, while high-wage firms and high-wage workers succeed more often via job postings. Because search channels connect workers and firms at different rungs of the wage distribution, matching technologies matter not only for individual job search outcomes, but also for aggregate employment, productivity, and wage inequality." (Author's abstract, IAB-Doku, © VOXEU) ((en))
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Literaturhinweis
Life-Cycle Worker Flows and Cross-Country Differences in Aggregate Employment (2024)
Zitatform
Créchet, Jonathan, Etienne Lalé & Linas Tarasonis (2024): Life-Cycle Worker Flows and Cross-Country Differences in Aggregate Employment. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16878), Bonn, 71 S.
Abstract
"Cross-country employment differences are concentrated among women, the youth, and older individuals. In this paper, we document how worker flows between employment, unemployment, and out of the labor force vary by gender and age and contribute to aggregate employment differences across a large panel of European countries. We then build a life-cycle Diamond-Mortensen-Pissarides model capturing the salient features of our data. Key elements of the model are an extensive margin (i.e., labor force participation) and intensive margin (i.e., variable intensity) of search effort. The model attributes a major role to the production technology in driving differences in aggregate employment, while labor-market policies play a minor role. Search effort substantially amplifies the effects of technology across gender and age groups and is a prominent proximate cause of the cross-country variation in aggregate employment." (Author's abstract, IAB-Doku) ((en))
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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))
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Literaturhinweis
Application Flows (2024)
Davis, Steven J.; Samaniego de la Parra, Brenda;Zitatform
Davis, Steven J. & Brenda Samaniego de la Parra (2024): Application Flows. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16903), Bonn, 61 S.
Abstract
"We build and analyze a new U.S. database that links 125 million applications to job vacancies and employer-side clients on Dice.com, an online platform for jobs and workers in software design, computer systems, engineering, financial analysis, management consulting, and other occupations that require technical skills. We find, first, that posting durations are quite short, often only two or three days, with a median of seven days. Second, labor market tightness has tiny effects on posting durations. Third, job seekers display a striking propensity to target new postings, with almost half of applications flowing to openings posted in the past 48 hours. Fourth, applications per posting are much too uneven to reflect random search, even within narrow market segments and job categories. Moreover, posted offer wages play no role in explaining the deviations from a random-search benchmark. Fifth, intermediaries play a huge role on both sides of the platform: Recruitment and staffing firms account for two-thirds of all postings and attract most of the applications. We relate these and other findings to theories of labor market search." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
In search of a job—But which one? How unemployed people revise their occupational expectations (2024)
Zitatform
Demazière, Didier (2024): In search of a job—But which one? How unemployed people revise their occupational expectations. In: Social Policy and Administration online erschienen am 06.02.2024. DOI:10.1111/spol.13011
Abstract
"Conducting a job search implies the identification of a target—an intended job. However, this assumption has been little studied, and just two main conclusions have been drawn, namely: jobseekers have an incentive to adjust their targets to the jobs available, and returning to work tends to lead to occupational downgrading. This article explores how job search experiences shape and alter targets. Biographical interviews were conducted with 57 unemployed people registered with the French public employment service. Ultimately, all of them revise their occupational expectations as, faced with the uncertainties inherent to the job search and experiencing difficulties in reaching their priority targets, they try to adapt and define more realistic goals. Four contrasting processes of expectation revision are used to track these tensions between desirability and realism. In conclusion, we stress the following facts: that unemployed people are flexible and develop rationales in order to adapt to the labour market; that their experience of failure, alongside advice and beliefs arising in the course of the job search feed directly into these revisions, and that these revisions both vary in magnitude and reflect inequalities in the defining process of target jobs." (Author's abstract, IAB-Doku, Published by arrangement with John Wiley & Sons) ((en))
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Literaturhinweis
Declining Search Frictions, Unemployment and Self-Employment (2024)
Denderski, Piotr; Sniekers, Florian;Zitatform
Denderski, Piotr & Florian Sniekers (2024): Declining Search Frictions, Unemployment and Self-Employment. In: The Economic Journal, Jg. 134, H. 659, S. 1100-1145. DOI:10.1093/ej/uead093
Abstract
"In most OECD countries, unemployment rates show no trend, which is puzzling if advancements in information and communication technologies decrease labor-market frictions. We show, both analytically and quantitatively, that accounting for the secular decline in self-employment rates solves the puzzle. While declining labor-market frictions can theoretically explain these trends, we provide contradictory causal evidence that the roll-out of broadband internet has increased self-employment and decreased unemployment rates. We reconcile these observations with a new model featuring frictions in both labour and goods markets. We explain falling self-employment and non-trending unemployment quantitatively by labor-market frictions declining relatively more than goods-market frictions." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
"New Plan", berufliche Weiterentwicklung und die Rolle von Informationen (2024)
Zitatform
Dohmen, Thomas, Eva Kleifgen, Steffen Künn & Gesine Stephan (2024): "New Plan", berufliche Weiterentwicklung und die Rolle von Informationen. (IAB-Forschungsbericht 01/2024), Nürnberg, 33 S. DOI:10.48720/IAB.FB.2401
Abstract
"In der sich wandelnden Arbeitswelt reicht es in der Regel nicht mehr aus, einmal im Leben einen Beruf zu erlernen. Oft ist im bisherigen Beruf eine Weiterentwicklung sinnvoll oder sogar erforderlich; eventuelle Berufswechsel erfordern dann häufig den Erwerb neuer Kenntnisse und Fähigkeiten. Um die Chancen und Herausforderungen einschätzen zu können, ist eine gute Informationsbasis erforderlich. Die Bundesagentur für Arbeit (BA) hat im Rahmen ihrer Berufsberatung im Erwerbsleben (BBiE) das Online-Tool New Plan entwickelt. Dieses soll Menschen dabei helfen im Beruf voranzukommen, die eigenen Stärken zu erkennen und neue Perspektiven zu finden. Das Tool besteht aus drei Bereichen: „Möglichkeiten testen“, „Inspirieren lassen“, „Weiterbildung suchen“. Der Bereich „Inspirieren“ stellt dabei auf Berufsebene umfassende Informationen für eine mögliche berufliche Umorientierung zur Verfügung. Dieser Forschungsbericht stellt Ergebnisse aus einer Online-Befragung von Beschäftigten und Personen, die Arbeitslosengeld bezogen, vor. Die Befragung hat unter anderem erhoben, ob Personen New Plan kannten und nutzten, an beruflicher Weiterentwicklung interessiert waren und sich gut über ihre Verdienst- und Beschäftigungsmöglichkeiten informiert fühlten. Der Bericht geht zudem der Frage nach, ob Personen diese Fragen anders beantworteten, wenn sie zuvor ein Informationsschreiben zu New Plan erhalten hatten. Zu der Befragung wurden im Juni 2022 Personen eingeladen, die im Januar 2022 zu einer der folgenden vier Gruppen gehörten: sozialversicherungspflichtig Vollzeitbeschäftigte (einschließlich Personen in Helfertätigkeiten), sozialversicherungspflichtig Vollzeitbeschäftigte in Helfertätigkeiten, Arbeitslosengeldempfänger*innen (einschließlich Personen ohne Berufsabschluss), Arbeitslosengeldempfänger*innen ohne Berufsabschluss. Insgesamt umfasst das hier ausgewertete Analysesample gut 4.400 Personen. Im Ergebnis zeigt sich, dass New Plan den Vollzeitbeschäftigten im Schnitt deutlich seltener bekannt war als den Personen, die zum damaligen Zeitpunkt bzw. davor Arbeitslosengeld bezogen hatten – ohne vorheriges Informationsschreiben betrugen die Anteile rund 2 bzw. 11 Prozent. Der Bekanntheitsgrad von New Plan stieg deutlich, wenn Personen zuvor ein Informationsschreiben erhalten hatten – bei den Vollzeitbeschäftigten und Arbeitslosengeldempfänger*innen nahm der Bekanntheitsgrad jeweils um 14 Prozentpunkte zu. Vollzeitbeschäftigte hatten New Plan ohne vorheriges Informationsschreiben mit 0,3 Prozent anteilig deutlich seltener angeschaut als Arbeitslosengeldempfänger*innen mit 8 Prozent. Hochgerechnet auf die aktuellen Grundgesamtheiten hätten demnach etwa 63.000 Vollzeitbeschäftigte und 61.000 Arbeitslosengeldempfänger*innen New Plan bereits einmal angeschaut. Auch hier zeigt sich, dass das vorher verschickte Informationsschreiben den Anteil der Befragten, der das Tool bereits angeschaut hatte, um etwa 10 Prozentpunkte erhöhen konnte. Die Befragung zeigt auch: Vollzeitbeschäftigte waren – mit knapp zwei Drittel – in etwas geringerem Ausmaß an beruflicher Weiterentwicklung interessiert als Arbeitslosengeldempfänger*innen. Deren Anteil lag hier bei knapp drei Vierteln – relativ unabhängig davon, ob die Befragten vorher ein Informationsschreiben erhalten hatten oder nicht. Die befragten Vollzeitbeschäftigten fühlten sich schließlich zu deutlich mehr als 50 Prozent (eher) gut über ihre Verdienst- und – in etwas höherem Umfang – über ihre Beschäftigungschancen informiert. Auch bei den Arbeitslosengeldempfänger*innen fühlten sich mehr als 50 Prozent (eher) gut informiert, bei wiederum nur geringen Unterschieden zwischen Personen mit oder ohne vorherigem Informationsschreiben." (Autorenreferat, IAB-Doku)
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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))
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Literaturhinweis
Social media and hiring: a survey experiment on discrimination based on online social class cues (2024)
Zitatform
Galos, Diana Roxana (2024): Social media and hiring: a survey experiment on discrimination based on online social class cues. In: European Sociological Review, Jg. 40, H. 1, S. 116-128. DOI:10.1093/esr/jcad012
Abstract
"Discrimination based on social class is challenging to study, and therefore likely to be underappreciated due to its subtle nature. Social class is often difficult to gauge from traditional resumes, yet, the expansion of social networking platforms provides employers with an additional source of information. Given that many individuals have a social media presence today, employers can increasingly rely on additional information gleaned from such online platforms (e.g., Twitter, Instagram), which may alter hiring decisions. To study the role of social networking platforms vis-à-vis potential discrimination based on social class cues, I leverage an original online survey experiment in the United States. The aim of the investigation is (i) to measure the effect of cultural markers of social class expressed on social media profiles in a hypothetical hiring situation and (ii) to analyse potential channels that might explain class-based discrimination. I show that subjects favour the upper-class-signalling candidate over the lower-class-signalling candidate and that perceived competence and perceived warmth are two channels through which class-based discrimination may occur. The individual’s online presence might not be part of the formal application process, yet it seems to shape inferences about individuals’ employability, competence, and warmth." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Worker mobility and UI extensions (2024)
Zitatform
Goensch, Johannes, Andreas Gulyas & Ioannis Kospentaris (2024): Worker mobility and UI extensions. In: European Economic Review, Jg. 162. DOI:10.1016/j.euroecorev.2024.104672
Abstract
"We develop an equilibrium search model with a labor force participation decision, job-to-job transitions, and endogenous separations. The calibrated model perfectly matches the observed labor market flows in US data. We use the model to simulate the effects of an extension of unemployment insurance benefits to 99 weeks. The reform leads to a decrease in employment, an increase in the labor force participation and unemployment rate, while it leaves labor productivity roughly constant. Using a model-based decomposition, as well as comparisons with alternative simplified models, we show that modeling workers’ participation decisions, job-to-job transitions, and endogenous separations together is crucial for a complete and accurate analysis of UI reforms." (Author's abstract, IAB-Doku, © 2024 Elsevier) ((en))
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Literaturhinweis
IAB-Monitor Arbeitskräftebedarf 4/2023: Rückgang der offenen Stellen insbesondere bei kleinen und mittelgroßen Betrieben (Serie Arbeitskräftesicherung ) (2024)
Zitatform
Gürtzgen, Nicole, Alexander Kubis & Martin Popp (2024): IAB-Monitor Arbeitskräftebedarf 4/2023: Rückgang der offenen Stellen insbesondere bei kleinen und mittelgroßen Betrieben (Serie Arbeitskräftesicherung ). In: IAB-Forum H. 19.03.2024 Nürnberg. DOI:10.48720/IAB.FOO.20240319.01
Abstract
"Das gesamtwirtschaftliche Stellenangebot ist gegenüber dem Vorjahresquartal weiterhin rückläufig, im Vergleich zum Vorquartal jedoch stabil. Insgesamt ist der Arbeitskräftebedarf nach wie vor hoch. Allerdings gibt es deutliche Unterschiede nach Branchen und Betriebsgröße." (Autorenreferat, IAB-Doku)
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Literaturhinweis
New Empirical Findings about the Interaction between Public Employment Agency and Private Search Effort (2024)
Holzner, Christian; Watanabe, Makoto;Zitatform
Holzner, Christian & Makoto Watanabe (2024): New Empirical Findings about the Interaction between Public Employment Agency and Private Search Effort. (CESifo working paper), München, 46 S.
Abstract
"The Public Employment Agency (PEA) helps unemployed to find work and mediates PEAregistered job vacancies to job seekers via vacancy referrals. Using the spatial and temporal variation resulting from the regional roll-out of the Hartz 3 reform we are able to show that Hartz 3, which changed the counseling process of unemployed, decreased the fraction of unemployed that received vacancy referrals, increased the job-finding probability of unemployed without vacancy referrals, left the job-finding probability of unemployed with vacancy referrals unaffected, and increased average wages of newly hired, previously unemployed. Since the existing literature is not able to explain this set of findings, we develop a simple theoretical directed search model, which does. It does so by considering the interaction between the private market and the intermediation provided by the PEA." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
What Skills Pay More? The Changing Demand and Return to Skills for Professional Workers (2024)
Josten, Cecily; Krause, Helen; Yeung, Brian; Lordan, Grace;Zitatform
Josten, Cecily, Helen Krause, Grace Lordan & Brian Yeung (2024): What Skills Pay More? The Changing Demand and Return to Skills for Professional Workers. (IZA discussion paper / Forschungsinstitut zur Zukunft der Arbeit 16755), Bonn, 72 S.
Abstract
"Technology is disrupting labor markets. We analyze the demand and reward for skills at occupation and state level across two time periods using job postings. First, we use principal components analysis to derive nine skills groups: 'collaborative leader', 'interpersonal & organized', 'big data', 'cloud computing', 'programming', 'machine learning', 'research', 'math' and 'analytical'. Second, we comment on changes in the price and demand for skills over time. Third, we analyze non-linear returns to all skills groups and their interactions. We find that 'collaborative leader' skills become significant over time and that legacy data skills are replaced over time by innovative ones." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
No Thanks, Dear AI! Understanding the Effects of Disclosure and Deployment of Artificial Intelligence in Public Sector Recruitment (2024)
Keppeler, Florian;Zitatform
Keppeler, Florian (2024): No Thanks, Dear AI! Understanding the Effects of Disclosure and Deployment of Artificial Intelligence in Public Sector Recruitment. In: Journal of Public Administration Research and Theory, Jg. 34, H. 1, S. 39-52. DOI:10.1093/jopart/muad009
Abstract
"Applications based on artificial intelligence (AI) play an increasing role in the public sector and invoke political discussions. Research gaps exist regarding the disclosure effects—reactions to disclosure of the use of AI applications—and the deploymenteffect—efficiency gains in data savvy tasks. This study analyzes disclosure effects and explores the deployment of an AI application in a preregistered field experiment (n = 2,000) co-designed with a public organization in the context of employer-driven recruitment. The linear regression results show that disclosing the use of the AI application leads to significantly less interest in an offer among job candidates. The explorative analysis of the deployment of the AI application indicates that the person–job fit determined by the leaders can be predicted by the AIapplication. Based on the literature on algorithm aversion and digital discretion, this study provides a theoretical and empirical disentanglement of the disclosure effect and the deployment effect to inform future evaluations of AI applications in the public sector. It contributes to the understanding of how AI applications can shape public policy and management decisions, and discusses the potential benefits and downsides of disclosing and deploying AI applications in the public sector and in employer-driven recruitment." (Author's abstract, IAB-Doku) ((en))
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Literaturhinweis
Arbeits- und Fachkräftemangel trotz Arbeitslosigkeit (2024)
Klaus, Anton; Beckmann, Ralf;Zitatform
Klaus, Anton & Ralf Beckmann (2024): Arbeits- und Fachkräftemangel trotz Arbeitslosigkeit. (Berichte: Arbeitsmarkt kompakt / Bundesagentur für Arbeit 2024,03), Nürnberg, 19 S.
Abstract
"• Trotz konjunktureller Schwäche klagen viele Unternehmen über Fachkräftemangel. Die letzte Fachkräfteengpassanalyse der Statistik der Bundesagentur für Arbeit weist für das Jahr 2022 200 Engpassberufe aus. Da stellt sich die Frage: Wie ist das mit einer Zahl von 2,6 Millionen Arbeitslosen im Jahresdurchschnitt 2023 zu vereinbaren?
ÐA• Arbeitslosigkeit ist kein statischer Block. Am Arbeitsmarkt gibt es viel Bewegung. Von Januar bis Dezember 2023 haben sich in Deutschland mehr als 2,2 Millionen Menschen im Anschluss an eine Erwerbstätigkeit arbeitslos gemeldet. Im selben Zeitraum haben 1,7 Millionen Arbeitslose eine Beschäftigung aufgenommen.
ÐA• In der Arbeitslosenversicherung sind die Wechsel zwischen Beschäftigung und Arbeitslosigkeit deutlich dynamischer als in der Grundsicherung für Arbeitsuchende.
ÐA• In der Grundsicherung für Arbeitsuchende, in der zwei Drittel der Arbeitslosen betreut werden, ist deshalb die durchschnittliche Dauer der Arbeitslosigkeit länger und der Anteil an Langzeit-arbeitslosen mit 47 Prozent sehr viel höher.
ÐA• Dies lässt sich unter anderem auf häufig auftretende multiple Vermittlungshemmnisse zurückführen. Knapp die Hälfte der Arbeitslosen im SGB II hat mindestens zwei vermittlungs-hemmende Merkmale wie zum Beispiel keine formale Berufsausbildung und langzeitarbeitslos.
ÐA• Der Arbeitsmarktausgleich wird darüber hinaus durch einen erheblichen Mismatch erschwert. Dieser lässt sich statistisch vor allem aus qualifikatorischer, beruflicher oder auch regionaler Sicht beschreiben.
ÐA• Über die Hälfte der Arbeitslosen sucht eine Beschäftigung auf Helferniveau. Jedoch richten sich fast 80 Prozent der gemeldeten Stellen an Fachleute.
ÐA• Während auf Ebene der Helfer rein rechnerisch rund 9 Arbeitslose auf eine Stelle kommen, liegt die Relation bei qualifiziertem Fachpersonal bei knapp 2:1.
ÐA• Engpässe sind vor allemin Pflege-, Gesundheits- und Sozialberufen, in Bau- und Handwerks-berufen oder auch in IT-Berufen auszumachen. Dagegen gibt es zum Beispiel in Büroberufen, in der Lagerlogistik oder auch in künstlerisch-kreativen Berufen vergleichsweise viele Arbeitslose auf wenige gemeldete Stellen.
ÐA• Regional fallen vor allem Unterschiede zwischen den Flächenländern und den Stadtstaaten auf. Während es in Bayern rechnerisch gesehen weniger arbeitslose Fachkräfte als gemeldete Stellen gibt, treffen in Hamburg oder Berlin im Schnitt gut 3 bis 5 arbeitslose Fachkräfte auf eine gemeldete Stelle.
ÐA• Als Potenzial für die Besetzung offener Stellen kommen nicht nur Arbeitslose in Frage, sondern auch beispielsweise nichtarbeitslose Arbeitsuchende, (junge) Menschen, die in Kürze einen beruflichen Abschluss erwerben, Personen aus der Stillen Reserve oder auch zugewanderte Menschen." (Autorenreferat, IAB-Doku)