Robot Adoption at German Plants
Liuchun Deng, Verena Plümpe, Jens Stegmaier
Jahrbücher für Nationalökonomie und Statistik,
No. 3,
2024
Abstract
Using a newly collected dataset at the plant level from 2014 to 2018, we provide the first microscopic portrait of robotization in Germany and study the correlates of robot adoption. Our descriptive analysis uncovers five stylized facts: (1) Robot use is relatively rare. (2) The distribution of robots is highly skewed. (3) New robot adopters contribute substantially to the recent robotization. (4) Robot users are exceptional. (5) Heterogeneity in robot types matters. Our regression results further suggest plant size, high-skilled labor share, exporter status, and labor shortage to be strongly associated with the future probability of robot adoption.
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East Germany
The Nasty Gap 30 years after unification: Why East Germany is still 20% poorer than the West Dossier In a nutshell The East German economic convergence process is hardly…
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Explaining Wage Losses After Job Displacement: Employer Size and Lost Firm Wage Premiums
Daniel Fackler, Steffen Müller, Jens Stegmaier
Journal of the European Economic Association,
No. 5,
2021
Abstract
This paper investigates whether wage losses after job displacement are driven by lost firm wage premiums or worker productivity depreciations. We estimate losses in wages and firm wage premiums, the latter being measured as firm effects from a two-way fixed-effects wage decomposition. Using new German administrative data on displacements from small and large employers, we find that wage losses are to a large extent explained by losses in firm wage premiums and that premium losses are largely permanent. We show that losses strongly increase with pre-displacement employer size. This provides an explanation for large and persistent wage losses reported in previous displacement studies typically focusing on large employers, only.
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Lack of Selection and Limits to Delegation: Firm Dynamics in Developing Countries
Ufuk Akcigit, Harun Alp, Michael Peters
American Economic Review,
No. 1,
2021
Abstract
Delegating managerial tasks is essential for firm growth. Most firms in developing countries, however, do not hire outside managers but instead rely on family members. In this paper, we ask if this lack of managerial delegation can explain why firms in poor countries are small and whether it has important aggregate consequences. We construct a model of firm growth where entrepreneurs have a fixed time endowment to run their daily operations. As firms grow large, the need to hire outside managers increases. Firms’ willingness to expand therefore depends on the ease with which delegation can take place. We calibrate the model to plant-level data from the U.S. and India. We identify the key parameters of our theory by targeting the experimental evidence on the effect of managerial practices on firm performance from Bloom et al. (2013). We find that inefficiencies in the delegation environment account for 11% of the income per capita difference between the U.S. and India. They also contribute to the small size of Indian producers, but would cause substantially more harm for U.S. firms. The reason is that U.S. firms are larger on average and managerial delegation is especially valuable for large firms, thus making delegation efficiency and other factors affecting firm growth complements.
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Robot Adoption at German Plants
Liuchun Deng, Verena Plümpe, Jens Stegmaier
Abstract
Using a newly collected dataset of robot use at the plant level from 2014 to 2018, we provide the first microscopic portrait of robotisation in Germany and study the potential determinants of robot adoption. Our descriptive analysis uncovers five stylised facts concerning both extensive and, perhaps more importantly, intensive margin of plant-level robot use: (1) Robot use is relatively rare with only 1.55% German plants using robots in 2018. (2) The distribution of robots is highly skewed. (3) New robot adopters contribute substantially to the recent robotisation. (4) Robot users are exceptional along several dimensions of plant-level characteristics. (5) Heterogeneity in robot types matters. Our regression results further suggest plant size, low-skilled labour share, and exporter status to have strong and positive effect on future probability of robot adoption. Manufacturing plants impacted by the introduction of minimum wage in 2015 are also more likely to adopt robots. However, controlling for plant size, we find that plant-level productivity has no, if not negative, impact on robot adoption.
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Folgen von Arbeitsplatzverlusten: Vor allem aus Großbetrieben entlassene Arbeitnehmer müssen deutliche Lohneinbußen hinnehmen
Daniel Fackler, Steffen Müller, Jens Stegmaier
Wirtschaft im Wandel,
No. 4,
2018
Abstract
Schließungen und Massenentlassungen großer Unternehmen stoßen aufgrund der damit verbundenen Folgen für betroffene Arbeitnehmerinnen und Arbeitnehmer meist auf breites öffentliches Interesse. Tatsächlich zeigt sich, dass die Verdienstausfälle betroffener Arbeitnehmer – bestehend aus Lohneinbußen bei späterer Wiederbeschäftigung und Beschäftigungsausfällen – deutlich mit der Größe des entlassenden Betriebs zunehmen. Dies liegt vor allem daran, dass aus Großbetrieben entlassene Arbeitnehmer im Gegensatz zu denen, die einen Arbeitsplatz in kleinen Betrieben verlieren, deutliche Lohneinbußen hinnehmen müssen, weil sie danach oft in kleineren und schlechter bezahlenden Betrieben beschäftigt sind. Zwar erleiden auch aus Kleinbetrieben entlassene Arbeitnehmer deutliche Verdienstausfälle, ihre Lohneinbußen sind aber geringer. Sie können sich bei der Entlohnung sogar verbessern, sofern sie das Glück haben, eine Anstellung in einem Großbetrieb zu finden.
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Insolvenzen in Deutschland: Deutliche Spuren in den Biografien der Beschäftigten
Manfred Antoni, Daniel Fackler, Eva Hank, Jens Stegmaier
IAB-Kurzbericht 05/2018, Nürnberg,
2018
Abstract
Wenn große Unternehmen vor der Insolvenz stehen, ist das öffentliche Interesse am Schicksal der Firma wie auch am Verbleib der Mitarbeiter meist beträchtlich. Dennoch liegen bisher nur wenige Informationen zu den Folgen einer Insolvenz für die Beschäftigten vor. Insbesondere die Insolvenzen kleiner Betriebe bleiben oft unbeachtet. Dieser Kurzbericht informiert nicht nur über das generelle Risiko der Beschäftigten, von einer Insolvenz betroffen zu sein. Er zeigt auch, mit welchen kurz- und mittelfristigen Auswirkungen die betroffenen Beschäftigten rechnen müssen. Dabei werden insbesondere die Effekte einer Insolvenz auf die Erwerbseinkommen und auf die Beschäftigungschancen der Betroffenen untersucht.
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Explaining Wage Losses after Job Displacement: Employer Size and Lost Firm Rents
Daniel Fackler, Steffen Müller, Jens Stegmaier
Abstract
Why does job displacement, e.g., following import competition, technological change, or economic downturns, result in permanent wage losses? The job displacement literature is silent on whether wage losses after job displacement are driven by lost firm wage premiums or worker productivity depreciations. We therefore estimate losses in wages and firm wage premiums. Premiums are measured as firm effects from a two-way fixed-effects approach, as described in Abowd, Kramarz, and Margolis (1999). Using German administrative data, we find that wage losses are, on average, fully explained by losses in firm wage premiums and that premium losses are largely permanent. We show that losses in wages and premiums are minor for workers displaced from small plants and strongly increase with pre-displacement firm size, which provides an explanation for the large and persistent wage losses that have been found in previous studies mostly focusing on displacement from large employers.
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Declining Business Dynamism: What We Know and the Way Forward
Ryan A. Decker, John Haltiwanger, Ron S. Jarmin, Javier Miranda
American Economic Review: Papers and Proceedings,
No. 5,
2016
Abstract
A growing body of evidence indicates that the U.S. economy has become less dynamic in recent years. This trend is evident in declining rates of gross job and worker flows as well as declining rates of entrepreneurship and young firm activity, and the trend is pervasive across industries, regions, and firm size classes. We describe the evidence on these changes in the U.S. economy by reviewing existing research. We then describe new empirical facts about the relationship between establishment-level productivity and employment growth, framing our results in terms of canonical models of firm dynamics and suggesting empirically testable potential explanations.
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Does the Plant Size–wage Differential Increase with Tenure? Affirming Evidence from German Panel Data
Daniel Fackler, Thorsten Schank, Claus Schnabel
Economics Letters,
2015
Abstract
We show that the major part of the plant size–wage premium in Germany is reflected in different wage growth patterns in plants of different size. This is consistent with the hypothesis that large firms ‘produce’ more skilled workers over time.
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