Complex-task Biased Technological Change and the Labor Market
Colin Caines, Florian Hoffmann, Gueorgui Kambourov
Review of Economic Dynamics,
April
2017
Abstract
In this paper we study the relationship between task complexity and the occupational wage- and employment structure. Complex tasks are defined as those requiring higher-order skills, such as the ability to abstract, solve problems, make decisions, or communicate effectively. We measure the task complexity of an occupation by performing Principal Component Analysis on a broad set of occupational descriptors in the Occupational Information Network (O*NET) data. We establish four main empirical facts for the U.S. over the 1980–2005 time period that are robust to the inclusion of a detailed set of controls, subsamples, and levels of aggregation: (1) There is a positive relationship across occupations between task complexity and wages and wage growth; (2) Conditional on task complexity, routine-intensity of an occupation is not a significant predictor of wage growth and wage levels; (3) Labor has reallocated from less complex to more complex occupations over time; (4) Within groups of occupations with similar task complexity labor has reallocated to non-routine occupations over time. We then formulate a model of Complex-Task Biased Technological Change with heterogeneous skills and show analytically that it can rationalize these facts. We conclude that workers in non-routine occupations with low ability of solving complex tasks are not shielded from the labor market effects of automatization.
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12.04.2017 • 20/2017
Auch der Osten ist im moderaten Aufschwung – Implikationen der Gemeinschaftsdiagnose Frühjahr 2017 für Ostdeutschland
Für das Jahr 2017 prognostiziert das Leibniz-Institut für Wirtschaftsforschung Halle (IWH) einen Anstieg des ostdeutschen Bruttoinlandsprodukts mit Berlin um 1,7% (Gemeinschaftsdiagnose für Deutschland insgesamt: 1,5%). Maßgeblicher Treiber ist wie in Deutschland insgesamt die Binnennachfrage. Insbesondere profitiert die Wirtschaft von der hohen Dynamik in Berlin und Sachsen. Die Produktion pro Einwohner bzw. Einwohnerin dürfte in diesem Jahr im Osten wohl erneut etwas schneller als im Westen steigen; somit setzt sich die Tendenz kleiner Fortschritte bei der ökonomischen Konvergenz fort.
Oliver Holtemöller
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Effekte der Frühphasenunterstützung von Gründungen aus öffentlichen Forschungseinrichtungen – Das Beispiel Max-Planck-Innovation
D. Göktepe-Hultén, Viktor Slavtchev
Wirtschaft im Wandel,
Nr. 1,
2017
Abstract
Unternehmensgründungen durch Wissenschaftler werden als wichtiger Kanal zur Kommerzialisierung von Wissen und Technologien aus öffentlichen Forschungseinrichtungen und daher als Motor der wirtschaftlichen Entwicklung angesehen. Jedoch fehlen Wissenschaftlern oft wichtige unternehmerische Fähigkeiten und Kapital, sodass sie auf Unterstützung angewiesen sind. Am Beispiel der Max-Planck-Gesellschaft in Deutschland wird hier untersucht, inwiefern Unterstützung durch die öffentliche Forschungseinrichtung für angehende Gründer in der Frühphase den Gründungs- und Kommerzialisierungsprozess beschleunigen kann. Die Max-Planck-Gesellschaft ist eine der weltweit führenden Einrichtungen im Bereich der Grundlagenforschung und verfügt zudem mit Max-Planck-Innovation über eine Transfereinheit, die dezidiert und erfolgreich die Kommerzialisierung von Forschungsergebnissen aus der Gesellschaft vorantreibt. Die Ergebnisse der Untersuchung zeigen, dass die Unterstützung durch öffentliche Forschungseinrichtungen die frühe Erstellung eines tragfähigen Business-Plans und die frühe Akquise externen Kapitals fördert, sodass unterstützte Start-ups früher am Markt sind und Umsätze realisieren.
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The Drivers of Revenue Productivity: a New Decomposition Analysis with Firm-level Data
Filippo di Mauro, Giordano Mion, Daniel Stöhlker
ECB Working Paper,
Nr. 2014,
2017
Abstract
This paper aims to derive a methodology to decompose aggregate revenue TFP changes over time into four different components – namely physical TFP, mark-ups, quality and production scale. The new methodology is applied to a panel of EU countries and manufacturing industries over the period 2006-2012. In summary, patterns of measured revenue productivity have been broadly similar across EU countries, most notably when we group them into stressed (Italy, Spain and Slovenia) and non-stressed countries (Belgium, Finland, France and Germany). In particular, measured revenue productivity drops for both groups by about 6 percent during the recent crisis. More specifically, for both stressed and non-stressed countries the drop in revenue productivity was accompanied by a substantial dip in the proxy we use for TFP in quantity terms, as well as by a strong reduction in mark-ups.
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Banks Credit and Productivity Growth
Fadi Hassan, Filippo di Mauro, Gianmarco Ottaviano
ECB Working Paper,
Nr. 2008,
2017
Abstract
Financial institutions are key to allocate capital to its most productive uses. In order to examine the relationship between productivity and bank credit in the context of different financial market set-ups, we introduce a model of overlapping generations of entrepreneurs under complete and incomplete credit markets. Then, we exploit firm-level data for France, Germany and Italy to explore the relation between bank credit and productivity following the main derivations of the model. We estimate an extended set of elasticities of bank credit with respect to a series of productivity measures of firms. We focus not only on the elasticity between bank credit and productivity during the same year, but also on the elasticity between credit and future realised productivity. Our estimates show a clear Eurozone core-periphery divide, the elasticities between credit and productivity estimated in France and Germany are consistent with complete markets, whereas in Italy they are consistent with incomplete markets. The implication is that in Italy firms turn to be constrained in their long-term investments and bank credit is allocated less efficiently than in France and Germany. Hence capital misallocation by banks can be a key driver of the long-standing slow productivity growth that characterises Italy and other periphery countries.
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27.01.2017 • 9/2017
Arbeitsmarktintegration Geflüchteter: Regionale Unterschiede auf Arbeitsmarkt erklären unterschiedliche Erwartungen an Tempo der Integration
In den vergangenen Tagen ist eine Debatte darüber in Gang gekommen, wie lange die Integration von Geflüchteten in den deutschen Arbeitsmarkt dauert und mit welchen Erwerbs- und Arbeitslosenquoten bei Geflüchteten langfristig zu rechnen ist. Die Bundesagentur für Arbeit weist daraufhin, dass laut vorliegenden statistischen Daten die Beschäftigungsquote von Geflüchteten nach 15 Jahren nicht mehr deutlich von anderen Beschäftigtengruppen abweicht. Sie geht davon aus, dass nach fünf Jahren etwa die Hälfte der Geflüchteten einer Erwerbstätigkeit nachgeht.
Oliver Holtemöller
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Creative Destruction and Subjective Well-being
Philippe Aghion, Ufuk Akcigit, Angus Deaton, Alexandra Roulet
American Economic Review,
Nr. 12,
2016
Abstract
In this paper we analyze the relationship between turnover-driven growth and subjective well-being. Our model of innovation-led growth and unemployment predicts that: (i) the effect of creative destruction on expected individual welfare should be unambiguously positive if we control for unemployment, less so if we do not; (ii) job creation has a positive and job destruction has a negative impact on well-being; (iii) job destruction has a less negative impact in areas with more generous unemployment insurance policies; and (iv) job creation has a more positive effect on individuals that are more forward-looking. The empirical analysis using cross sectional MSA (metropolitan statistical area)-level and individual-level data provide empirical support to these predictions.
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Support for Public Research Spin-offs by the Parent Organizations and the Speed of Commercialization
D. Göktepe-Hultén, Viktor Slavtchev
Journal of Technology Transfer,
Nr. 6,
2016
Abstract
We empirically analyze whether support by the parent organization in the early (nascent and seed) stage speeds up the process of commercialization and helps spin-offs from public research organizations generate first revenues sooner. To identify the impact of support by the parent organization, we apply multivariate regression techniques as well as an instrumental variable approach. Our results show that support in the early stage by the parent organization can speed up commercialization. Moreover, we identify two distinct channels—the help in developing a business plan and in acquiring external capital—through which support by the parent organization can enable spin-offs to generate first revenues sooner.
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Borrowers Under Water! Rare Disasters, Regional Banks, and Recovery Lending
Michael Koetter, Felix Noth, Oliver Rehbein
Abstract
We show that local banks provide corporate recovery lending to firms affected by ad-verse regional macro shocks. Banks that reside in counties unaffected by the natural disaster that we specify as macro shock increase lending to firms inside affected counties by 3%. Firms domiciled in flooded counties, in turn, increase corporate borrowing by 16% if they are connected to banks in unaffected counties. We find no indication that recovery lending entails excessive risk-taking or rent-seeking. However, within the group of shock-exposed banks, those without access to geographically more diversified interbank markets exhibit more credit risk and less equity capital.
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Decision-making Power in Foreign Subsidiaries and Its Effect on Financial Constraints: An Analysis for Selected European Transition Economies on the Basis of the IWH FDI Micro Database 2013
Andrea Gauselmann, Felix Noth
Eastern European Economics,
Nr. 6,
2016
Abstract
This article analyzes whether the distribution of decision-making power between the headquarters and foreign subsidiaries of multinational enterprises (MNEs) affects the foreign affiliates’ financial constraints. The findings show that not much decision-making power has as yet been moved from headquarters to foreign subsidiaries in European post-transition economies. The high concentration of decision-making power within the MNE’s subsidiary points toward higher financial constraints. However, a nonlinear effect is found, which suggests that financial constraints within the subsidiary only increase with more decision-making power when the power granted to the subsidiary is at a low level. For subsidiaries that already have autonomy in decision-making, granting more power in this regard has no effect on financial constraints.
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