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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What are the Long-Term Benefits of the Economic Stimulus Package II for German Local Governments? – The Case of Saxony
Peter Haug
Wirtschaft im Wandel,
No. 4,
2010
Abstract
This article deals with the question whether the investments subsidized by the economic stimulus package II („Konjunkturpaket II“) do not only have short-term effects on demand but also long-term effects e.g. on local economic growth. As far as the short-term effects are concerned, the case of the German state of Saxony shows – with some delay – a rise in local government´s investments. Hence, the time-lag problem inherent in all governmental spending programmes seems to keep within reasonable limits. Up to now there have been no signs of inflationary price tendencies in the construction sector.
According to - for example - the „new“ economic growth theory, one ought to be sceptical about the long-term effects of the projects supported by the programme: Even for genuine public intermediate goods the withdrawal effects of financing have to be weighed against the positive effects on private enterprise sector productivity. Furthermore, the effects on factor prices caused by the investment grants might encourage the excess use of physical capital in public production.
This sceptical attitude of the theory is confirmed for Saxony by the fact that primarily public consumption goods (sports and leisure facilities) or educational facilities (kindergartens, primary schools), which are of no direct relevance to the local enterprises, are supported by the programme. Investments in vocational training, research and development play only a minor role at the local government level or are explicitly excluded from the programme.
Especially because of the incentives to misallocate public resources it is recommended to rely on unconditional grants in future support programmes. Then the local governments could use the grants for either „investments” in human capital (new [fixed-term contract] hires, qualification) or in physical capital, according to their needs.
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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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Subsidized Vocational Education in East Germany: Stepping Stone or Dead End?
Eva Dettmann
Wirtschaft im Wandel,
No. 12,
2009
Abstract
The aim of the study is to analyse whether the formally equal qualifications acquired during a subsidized vocational education induce equal employment opportunities compared to regular vocational training. This question is answered for adolescents in workplace-related 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. The analysis is based on unique, very detailed data, the Youth Panel of the Halle Centre for Social Research (zsh).
The results show that young people who successfully completed a workplace-related training are disadvantaged regarding their employment opportunities even when controlling for personal and profession-related influences. Besides a quantitative effect on the percentage of employed adolescents, the analysis shows differences in the job quality: The employed graduates of workplace-related training work in worse paid jobs, and less are employed in qualification adequate occupations compared to matchable graduates of regular vocational education.
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The Requirement of Qualified Workers in Thuringia until 2015: Forecast and Policy Recommendations
Herbert S. Buscher, Eva Dettmann, Christian Schmeißer, Marco Sunder, Dirk Trocka
Wirtschaft im Wandel,
No. 7,
2009
Abstract
We forecast the number of qualified workers required in the German federal state Thuringia until 2015 on the basis of the manpower requirement approach. Disaggregated by types of qualification, this method distinguishes between two sources of recruitment requirements: replacement demand for old workers and expansion demand to reflect structural changes of industry sectors and productivity growth. Both components are calculated from register data on employment covered by social security. Relative to current employment, recruitment requirements vary across occupations. A comparison of recruitment requirements for medium-skilled workers with the structure of vocational training reveals potential mismatch between demand and supply of medium-skilled labor in the near future if the composition of apprenticeship programs remains unchanged. The study closes with policy recommendations to prevent occupational mismatch.
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