Evaluation of Further Training Programmes with an Optimal Matching Algorithm
Eva Reinowski, Birgit Schultz, Jürgen Wiemers
IWH Discussion Papers,
No. 188,
2004
Abstract
This study evaluates the effects of further training on the individual unemployment duration of different groups of persons representing individual characteristics and some aspects of the economic environment. The Micro Census Saxony enables us to include additional information about a person's employment history to eliminate the bias resulting from unobservable characteristics and to avoid Ashenfelter's Dip. In order to solve the sample selection problem we employ an optimal full matching assignment, the Hungarian algorithm. The impact of participation in further training is evaluated by comparing the unemployment duration between participants and non-participants using the Kaplan-Meier-estimator. Overall, we find empirical evidence that participation in further training programmes results in even longer unemployment duration.
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Evaluation von Maßnahmen der aktiven Arbeitsmarktpolitik mit Hilfe eines iterativen Matching-Algorithmus - Eine Fallstudie über langzeitarbeitslose Maßnahmeteilnehmer in Sachsen
Eva Reinowski, Birgit Schultz, Jürgen Wiemers
IWH Discussion Papers,
No. 173,
2003
Abstract
The paper evaluates the effects of two labor market programs in Germany, namely the Job Creation- /Structural Adjustment Scheme and Vocational Training, on the unemployment duration of long term unemployed persons. The study uses data from the Mikrozensus Sachsen. A two step Nearest-Neighbor-Matching is employed to solve the sample selection problem. The first step is the estimation of the participation tendency to obtain potential pairs and to compute their Mahalanobis distances. For the assignment of pairs in the second step two different procedures are used: a standard technique and a new one - the iterative improvement of an initial assignment. This process is superior to the standard matching algorithms in the sense that it allows for a closer match between participants and non-participants. Including additional information about a person’s employment history enables us to eliminate the bias due to unobservables. The impact of participation in a labor market program is evaluated by comparing the unemployment duration between both groups using the Cox Proportional Hazard Model. Overall we find empirical evidence that both participation in Job Creation- /Structural Adjustment Scheme and Vocational Training result in even longer unemployment.
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Municipal labor market policy - Marshalling yard or escape from public assistance dependency?
Hilmar Schneider
Wirtschaft im Wandel,
No. 11,
2001
Abstract
Due to an increasing fiscal burden by welfare payments, municipalities tend
more and more to initiate employment and training programs under their own
responsibility besides the Federal Labor Agency. However, critics object
that this might predominantly be viewed as an attempt to shift fiscal
burdens to the Federal Labor Agency rather than a policy option towards
labor market integration of low-wage workers. In order to investigate this
issue, the IWH carried out a country-wide survey within twelve
municipalities and rural districts. The sample comprises 200 employable
welfare recipients, among them participants of labor market programs as well
as a reference group of non-participants. The results of the IWH welfare
survey are at best suggesting a moderate success of program participation
with regard to labor market integration. Nevertheless, the programs appear
to be profitable for municipalities, since they succeed in bringing
participants out of welfare dependency. In many cases, however, welfare is
replaced by unemployment support, which means that only the fiscal
responsibility changes. A shortcoming of the results has to be seen in the
fact that municipalities tend to assign especially those people for program
participation, who are already better fitting into requirements of the labor
market. This seriously impairs the comparability of participants and
non-participants. In view of the remarkable amount of expenditures it seems
therefore advisable to put more attention on the effectiveness of the
programs than has been done in the past. This could be achieved by a
stronger orientation towards an experimental design of assignment for
program participation.
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Efficiency of qualification and job creating measures in East Germany
Annette Bergemann, Birgit Schultz
Wirtschaft im Wandel,
No. 9,
2000
Abstract
This paper evaluates job creation schemes and further training in East Germany for the period 1990-1998. We identify the causal effect of the treatment-on-the-treated by a two-step procedure: First, we apply the matching technique based on estimated propensity scores. Secondly, we use the Difference-in-Differences estimator. Hereby, we take especially consideration on Ashenfelter s Dip, which characterize a significant decrease in the participants employment shortly before the start of a program. This can be assumed to be related to the anticipation of the participation.
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The Regional and Urban Effects of High Speed Trains
Ulrich Blum, K. E. Haynes, Charlie Karlsson
Annals of Regional Science,
1997
Abstract
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Further professional training and individual working lives
Markus Pannenberg
Wirtschaft im Wandel,
No. 6,
1995
Abstract
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