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Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed
Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2019
Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...
Persistent link: https://www.econbiz.de/10012060603
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Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed
Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2019
Persistent link: https://www.econbiz.de/10012098947
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Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed
Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2020
Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...
Persistent link: https://www.econbiz.de/10012165548
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Active labour market policies for the long-term unemployed: new evidence from causal machine learning
Goller, Daniel; Harrer, Tamara; Lechner, Michael; … - 2021
We investigate the effectiveness of three different job-search and training programmes for German long-term unemployed persons. On the basis of an extensive administrative data set, we evaluated the effects of those programmes on various levels of aggregation using Causal Machine Learning. We...
Persistent link: https://www.econbiz.de/10012582220
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Active labour market policies for the long-term unemployed : new evidence from causal machine learning
Goller, Daniel; Harrer, Tamara; Lechner, Michael; … - 2021
Persistent link: https://www.econbiz.de/10012610544
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Do active labour market policies for welfare recipients in Germany raise their regional outflow into work? : a matching function approach
Wapler, Rüdiger; Wolf, Katja; Wolff, Joachim - 2018
and vacancies. An essential part of many reforms of the unemployment benefit system such as in Germany intended to … vieler Reformen der Arbeitslosenunterstützung von Arbeitslosen, auch der Hartz-Reformen in Deutschland, war die Aktivierung … werden Paneldaten der Jobcenter in Deutschland im Zeitraum 2006 bis 2011 auf Quartalsbasis verwendet, um mit einem …
Persistent link: https://www.econbiz.de/10011805605
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Trainingsmaßnahmen : für welche unter 25-jährigen Arbeitslosengeld-II-Empfänger erhöhen sie die Beschäftigungschancen?
Hartig, Martina; Jozwiak, Eva; Wolff, Joachim - 2008
Bedürftige Jugendliche und junge Erwachsene unter 25 Jahren sind eine besondere Zielgruppe der Arbeitsmarktpolitik. Das Sozialgesetzbuch (SGB) II sieht vor, dass sie möglichst schnell in Arbeit, Ausbildung oder Arbeitsgelegenheiten vermittelt werden. Ein Instrument zur Aktivierung sind...
Persistent link: https://www.econbiz.de/10003869796
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Direct job creation revisited : is it effective for welfare recipients and does it matter whether participants receive a wage?
Hohmeyer, Katrin; Wolff, Joachim - 2010
Bringing welfare recipients into jobs is a major goal of German labour market policy since a reform of the year 2005. Direct job creation providing participants with tem-porary subsidized jobs mainly in the non-profit sector plays an important role for achieving this goal. There are three...
Persistent link: https://www.econbiz.de/10008758006
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Einstiegsgeld als Gründungsförderung : Teilnehmerstrukturen und Determinanten der Förderleistung
Haller, Stefanie; Wolff, Joachim; Zabel, Cordula - 2010
program granting start-up subsidies for up to 24 months was introduced in Germany in 2005, along with the implementation of …
Persistent link: https://www.econbiz.de/10008660530
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Evaluation der aktiven Arbeitsmarktpolitik : ein Sachstandsbericht für die Instrumentenreform 2011
Heyer, Gerd; Koch, Susanne; Stephan, Gesine; Wolff, Joachim - 2011
Deutschland. Die Befunde weisen darauf hin, dass keine der bisherigen Instrumentengruppen überflüssig ist. Die meisten Maßnahmen …
Persistent link: https://www.econbiz.de/10009273076