Skill Mismatch and the Costs of Job Displacement
Frank Neffke, Ljubica Nedelkoska, Simon Wiederhold
Research Policy,
No. 2,
2024
Abstract
Establishment closures have lasting negative consequences for the workers displaced from their jobs. We study how these consequences vary with the amount of skill mismatch that workers experience after job displacement. Developing new measures of occupational skill redundancy and skill shortage, we analyze the work histories of individuals in Germany between 1975 and 2010. We estimate difference-in-differences models, using a sample of displaced workers who are matched to statistically similar non-displaced workers. We find that displacements increase the probability of occupation change eleven-fold. Moreover, the magnitude of post-displacement earnings losses strongly depends on the type of skill mismatch that workers experience in such job switches. Whereas skill shortages are associated with relatively quick returns to the earnings trajectories that displaced workers would have experienced absent displacement, skill redundancy sets displaced workers on paths with permanently lower earnings. We show that these differences can be attributed to differences in mismatch after displacement, and not to intrinsic differences between workers making different post-displacement career choices.
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Skill Mismatch and the Costs of Job Displacement
Frank Neffke, Ljubica Nedelkoska, Simon Wiederhold
Abstract
Establishment closures have lasting negative consequences for the workers they displace from their jobs. We study how these consequences vary with the amount of skill mismatch that workers experience after job displacement. Developing new measures of occupational skill redundancy and skill shortage, we analyze the work histories of individuals in Germany between 1975 and 2010. We estimate differencein- differences models, using a sample of displaced workers who are matched to statistically similar non-displaced workers. We find that displacements increase the probability of occupational change eleven-fold. Moreover, the magnitude of postdisplacement earnings losses strongly depends on the type of skill mismatch that workers experience in such job switches. Whereas skill shortages are associated with relatively quick returns to the counterfactual earnings trajectories that displaced workers would have experienced absent displacement, skill redundancy sets displaced workers on paths with permanently lower earnings. We show that these differences can be attributed to differences in mismatch after displacement, and not to intrinsic differences between workers making different post-displacement career choices.
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On the Employment Consequences of Automation and Offshoring: A Labor Market Sorting View
Ester Faia, Sébastien Laffitte, Maximilian Mayer, Gianmarco Ottaviano
Lili Yan Ing, Gene M. Grossman (eds), Robots and AI: A New Economic Era. Routledge: London,
2022
Abstract
We argue that automation may make workers and firms more selective in matching their specialized skills and tasks. We call this phenomenon “core-biased technological change”, and wonder whether something similar could be relevant also for offshoring. Looking for evidence in occupational data for European industries, we find that automation increases workers’ and firms’ selectivity as captured by longer unemployment duration, less skill-task mismatch, and more concentration of specialized knowledge in specific tasks. This does not happen in the case of offshoring, though offshoring reinforces the effects of automation. We show that a labor market model with two-sided heterogeneity and search frictions can rationalize these empirical findings if automation strengthens while offshoring weakens the assortativity between workers’ skills and firms’ tasks in the production process, and automation and offshoring complement each other. Under these conditions, automation decreases employment and increases wage inequality whereas offshoring has opposite effects.
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How Can Skill Mismatch be Measured? New Approaches with PIAAC
Daniela Ackermann-Piek, Anja Perry, Simon Wiederhold
Methods, Data, Analyses,
No. 2,
2014
Abstract
Measuring skill mismatch is problematic, because objective data on an individual skill level are often not available. Recently published data from the Program for the International Assessment of Adult Competencies (PIAAC) provide a unique opportunity for gauging the importance of skill mismatch in modern labor markets. This paper systematically compares existing measures of skill mismatch in terms of their implications for labor market outcomes. We also provide a new measure that addresses an important limitation of existing measures, namely, assigning a single competency score to individuals. We find that the importance of skill mismatch for individual earnings differs greatly, depending on the measure of mismatch used.
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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
Applied Economics Quarterly Supplement,
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 aging 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 from 2009 to 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 a 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 plans to expand further education efforts and to hire older workers. The study closes with policy recommendations to prevent occupational mismatch.
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Entwicklung des Fachkräftebedarfs in Thüringen bis 2015
Herbert S. Buscher, Eva Dettmann, Christian Schmeißer, Dirk Trocka, Marco Sunder
IWH-Sonderhefte,
No. 2,
2009
Abstract
On behalf of the Thuringian Ministry of Economics, Technology, and Labor, the Halle Institute for Economic Research (IWH) has conducted a survey of current labor market conditions in Thuringia. We forecast changes in labor demand within occupation groups in the period 2009-2015. According to our predictions, 80 000 additional workers are required both to replace older workers reaching retirement age and to accommodate industrial growth resulting from structural change. While the size of the working-age population will be large enough to meet this demand, there is a risk of occupational mismatch and lack of labor market integration of certain groups. In this context we devise policy recommendations. In addition, we present results of a survey of approximately 1 000 Thuringian companies. Interviews were conducted by IWH in the summer of 2008 and cover topics on previous and future staffing policy. The questionnaire focuses on companies’ strategies to meet their demand for skilled labor and their evaluation of potential measures in the fields of education, labor market, and economic policy.
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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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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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