Imputation Rules for the Implementation of the Pre-unification Education Variable in the BASiD Data Set
André Diegmann
Journal for Labour Market Research,
2017
Abstract
Using combined data from the German Pension Insurance and the Federal Employment Agency (BASiD), this study proposes different procedures for imputing the pre-unification education variable in the BASiD data. To do so, we exploit information on education-related periods that are creditable for the Pension Insurance. Combining these periods with information on the educational system in the former GDR, we propose three different imputation procedures, which we validate using external GDR census data for selected age groups. A common result from all procedures is that they tend to underpredict (overpredict) the share of high-skilled (low-skilled) for the oldest age groups. Comparing our imputed education variable with information on educational attainment from the Integrated Employment Biographies (IEB) reveals that the best match is obtained for the vocational training degree. Although regressions show that misclassification with respect to IEB information is clearly related to observables, we do not find any systematic pattern across skill groups.
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Taking the Leap: The Determinants of Entrepreneurs Hiring Their First Employee
Robert W. Fairlie, Javier Miranda
Journal of Economics and Management Strategy,
No. 1,
2017
Abstract
Job creation is one of the most important aspects of entrepreneurship, but we know relatively little about the hiring patterns and decisions of start‐ups. Longitudinal data from the Integrated Longitudinal Business Database (iLBD), Kauffman Firm Survey (KFS), and the Growing America through Entrepreneurship (GATE) experiment are used to provide some of the first evidence in the literature on the determinants of taking the leap from a nonemployer to employer firm among start‐ups. Several interesting patterns emerge regarding the dynamics of nonemployer start‐ups hiring their first employee. Hiring rates among the universe of nonemployer start‐ups are very low, but increase when the population of nonemployers is focused on more growth‐oriented businesses such as incorporated and employer identification number businesses. If nonemployer start‐ups hire, the bulk of hiring occurs in the first few years of existence. After this point in time, relatively few nonemployer start‐ups hire an employee. Focusing on more growth‐ and employment‐oriented start‐ups in the KFS, we find that Asian‐owned and Hispanic‐owned start‐ups have higher rates of hiring their first employee than white‐owned start‐ups. Female‐owned start‐ups are roughly 10 percentage points less likely to hire their first employee by the first, second, and seventh years after start‐up. The education level of the owner, however, is not found to be associated with the probability of hiring an employee. Among business characteristics, we find evidence that business assets and intellectual property are associated with hiring the first employee. Using data from the largest random experiment providing entrepreneurship training in the United States ever conducted, we do not find evidence that entrepreneurship training increases the likelihood that nonemployers hire their first employee.
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Size of Training Firms and Cumulated Long-run Unemployment Exposure – The Role of Firms, Luck, and Ability in Young Workers’ Careers
Steffen Müller, Renate Neubäumer
Abstract
This paper analyzes how life-cycle unemployment of former apprentices depends on the size of the training firm. We start from the hypotheses that the size of training firms reduces long-run cumulated unemployment exposure, e.g. via differences in training quality and in the availability of internal labor markets, and that the access to large training firms depends positively on young workers’ ability and their luck to live in a region with many large and medium-sized training firms. We test these hypotheses empirically by using a large administrative data set for Germany and find corroborative evidence.
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Subsidized Vocational Training: Stepping Stone or Trap? – Assessing Empirical Effects using Matching Techniques
Eva Dettmann, Jutta Günther
Swiss Journal of Economics and Statistics,
No. 4,
2013
Abstract
Using replacement matching on the basis of a statistical distance function we try to answer the question of whether subsidized vocational training is related to a negative image effect for the graduates. The results show that young people with equal qualifications acquired during subsidized vocational training are disadvantaged solely due to the kind of education they have received. The probability of finding adequate employment is lower than in the control group. Besides the 'general effect' of support we also find less favorable job opportunities for those who attended 'external' as compared to 'workplace-related' training.
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What Drives FDI in Central-eastern Europe? Evidence from the IWH-FDI-Micro Database
Andrea Gauselmann, Mark Knell, Johannes Stephan
Post-Communist Economies,
No. 3,
2011
Abstract
The focus of this paper is on the match between strategic motives of foreign investments into Central-Eastern Europe and locational advantages offered by these countries. Our analysis makes use of the IWH-FDI-Micro Database, a unique dataset that contains information from 2009 about the determinants of locational factors, technological activity of the subsidiaries, and the potentials for knowledge spillovers in the Czech Republic, Hungary, Poland, Romania, and Slovakia. The analysis suggests that investors in these countries are mainly interested in low (unit) labour costs coupled with a well-trained and educated workforce and an expanding market with the high growth rates in the purchasing power of potential buyers. It also suggests that the financial crisis reduced the attractiveness of the region as a source for localised knowledge and technology. There appears to be a match between investors’ expectations and the quantitative supply of unqualified labour, not however for the supply of medium qualified workers. But the analysis suggests that it is not technology-seeking investments that are particularly content with the capabilities of their host economies in terms of technological cooperation. Finally, technological cooperation within the local host economy is assessed more favourably with domestic firms than with local scientific institutions – an important message for domestic economic policy.
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Kosten und Nutzen der Ausbildung an Tertiärbildungsinstitutionen im Vergleich
Martina Eschelbach, G. Heineck, Steffen Müller, Regina T. Riphahn
Perspektiven der Wirtschaftspolitik,
No. 2,
2010
Abstract
We compare German institutions of tertiary education (universities and polytechnics) with respect to the cost of and the returns to their educational degrees. Based on cost data from two different sources we find that on average the expenditures of universities are lower than those of polytechnics when we consider expenditures per potential enrollee and per student enrolled during the regular education period. We apply data from the German Socio-economic Panel (2001–2007) to estimate the private returns to tertiary education and find higher returns to university than polytechnic training. These results are robust to a variety of alternative procedures.
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Subsidized Vocational Training: Stepping Stone or Trap? An Evaluation Study for East Germany
Eva Dettmann, Jutta Günther
IWH Discussion Papers,
No. 21,
2009
Abstract
The aim of this paper is to analyze whether the formally equal qualifications acquired during a subsidized vocational education induce equal employment opportunities compared to regular vocational training. Using replacement matching on the basis of a statistical distance function, we are able to control for selection effects resulting from different personal and profession-related characteristics, and thus, to identify an unbiased effect of the public support. Besides the ‘total effect’ of support, it is of special interest if the effect is stronger for subsidized youths in external training compared to persons in workplace-related training. The analysis is based on unique and very detailed data, the Youth Panel of the Halle Centre for Social Research (zsh).
The results show that young people who successfully completed a subsidized vocational education are disadvantaged regarding their employment opportunities even when controlling for personal and profession-related influences on the employment prospects. Besides a quantitative effect, the analysis shows that the graduates of subsidized training work in slightly worse (underqualified) and worse paid jobs than the adolescents in the reference group. The comparison of both types of subsidized vocational training, however, does not confirm the expected stronger effect for youths in external vocational education compared to workplace-related training.
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Will There Be a Shortage of Skilled Labor? An East German Perspective to 2015
Herbert S. Buscher, Eva Dettmann, Marco Sunder, Dirk Trocka
IWH Discussion Papers,
No. 13,
2009
Abstract
We analyze the supply and demand of skilled labor in an East German federal state, Thuringia. This state has been facing high unemployment in the course of economic transformation and experiences population ageing and shrinking more rapidly than most West European regions. In a first step, we use extrapolation techniques to forecast labor supply and demand for the period 2009-2015, disaggregated by type of qualification. The analysis does not corroborate the notion of an imminent skilled-labor shortage but provides hints for a tightening labor market for skilled workers. In the second step, we ask firms about their appraisal of future recruitment conditions, and both current and planned strategies in the context of personnel management. The majority of firms plan to expand further education efforts and hire older workers. The study closes with policy recommendations to prevent occupational mismatch.
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Comparing the training activities of unemployed and full-time employed people
Birgit Schultz, Joachim Wilde
Zeitschrift für Arbeitsmarktforschung,
No. 1,
2008
Abstract
Die Analyse von Weiterbildungsaktivitäten nimmt in der empirischen Literatur breiten Raum ein. Die meisten Artikel betrachten dabei jedoch ausschließlich die Gruppe der Erwerbstätigen oder die Gruppe der Arbeitslosen. Direkte Vergleiche des Weiterbildungsvolumens der beiden Gruppen sind rar. Dort wiederum, wo sie vorgenommen werden, erfolgt der Vergleich nur wenig differenziert oder wird auf bestimmte Inhalte oder Formen der Weiterbildung beschränkt.
Die vorliegende Arbeit schließt diese Lücke, indem auf der Basis der letzten Zeitbudgeterhebung des Statistischen Bundesamtes ein umfassender Vergleich des Volumens der Weiterbildungsaktivitäten von Arbeitslosen und Erwerbstätigen unter Einbeziehung aller Inhalte und Formen durchgeführt wird. Um sicherzustellen, dass dieser Vergleich nicht durch die unterschiedliche Zusammensetzung der beiden Gruppen verfälscht wird, wird mittels eines Matchingverfahrens aus den Erwerbstätigen eine Vergleichsgruppe konstruiert, die sich von den Arbeitslosen hinsichtlich wesentlicher sozioökonomischer Merkmale nicht mehr signifikant unterscheidet.
Es zeigt sich, dass der Anteil derjenigen, die in irgendeiner Form Weiterbildung betreiben, unter den Arbeitslosen signifikant niedriger ist als er es bei kontrafaktischer Erwerbstätigkeit wäre. Hinsichtlich des Stundenumfangs ist durch¬schnittlich ein signifikant höherer Wert zu beobachten. Setzt man diesen allerdings ins Verhältnis zum zur Verfügung stehenden Zeitpotenzial für Weiterbildung, wird dieses bei Arbeitslosigkeit zu einem erheblich geringeren Anteil ausgeschöpft als bei Erwerbstätigkeit. Außerdem ist der höhere Stundenumfang ausschließlich bei allgemeiner Weiterbildung nachweisbar, während bei der beruflichen Weiterbildung außerhalb der Arbeitszeit keine signifikanten Unterschiede bestehen.
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Does Temporary Employment Affect the Work-related Training of Low-skilled Employees?
Eva Reinowski, Jan Sauermann
Zeitschrift für Arbeitsmarktforschung,
No. 4,
2008
Abstract
Anhand des Mikrozensus 2004 wird untersucht, ob die Befristung von Arbeitsverträgen Einfluss auf die Beteiligung geringqualifiziert Beschäftigter an beruflicher Weiterbildung hat. Zur Berücksichtigung systematischer Unterschiede zwischen befristet und unbefristet Beschäftigten wird für die Analyse ein rekursives bivariates Probitmodell eingesetzt. Es wird kein systematischer Nachteil einer Befristung für geringqualifiziert Beschäftigte beim Zugang zu beruflicher Weiterbildung festgestellt.
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