Geoadditive Models for Regional Count Data: An Application to Industrial Location
Davide Castellani
ERSA conference papers,
2012
Abstract
We propose a geoadditive negative binomial model (Geo-NB-GAM) for regional count data which allows us to simultaneously address some important methodological issues, such as spatial clustering, nonlinearities and overdispersion. We apply this model to study location determinants of inward greenfield investments occurred over the 2003-2007 period in 249 European regions. The inclusion of a geoadditive component (a smooth spatial trend surface) permits us to control for spatial unobserved heterogeneity which induces spatial clustering. Allowing for nonlinearities reveals, in line with theoretical predictions, that the positive effect of agglomeration economies fades as the density of economic activities reaches some limit value. However, no matter how dense the economic activity becomes, our results suggest that congestion costs would never overcome positive agglomeration externalities.
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Disentangling Barriers to Internationalization
C. Arndt, Claudia M. Buch, A. Mattes
Canadian Journal of Economics,
No. 1,
2012
Abstract
Recent literature on multinational firms has focused on low productivity as a barrier to the internationalization of firms. But labour market frictions or financial constraints may also hamper internationalization. In order to assess the importance of these barriers, we present new empirical evidence on the extensive and intensive margin of exports and foreign direct investment (FDI) based on micro-level data of German firms. First, we find a positive impact of firm size and productivity on firms’ international activities. Second, labour market frictions can constitute barriers to foreign activities. Third, self-reported financial constraints have no impact on firms’ internationalization decisions.
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R&D Offshoring and the Productivity Growth of European Regions
Davide Castellani, F. Pieri
CIRCLE Working Papers, No. 20,
No. 20,
2013
Abstract
The recent increase in R&D offshoring have raised fears that knowledge and competitiveness in advanced countries may be at risk of 'hollowing out'. At the same time, economic research has stressed that this process is also likely to allow some reverse technology transfer and foster growth at home. This paper addresses this issue by investigating the extent to which R&D offshoring is associated with productivity dynamics of European regions. We find that offshoring regions have higher productivity growth, but this positive effect fades down with the number of investment projects carried out abroad. A large and positive correlation emerge between the extent of R&D offshoring and the home region productivity growth, supporting the idea that carrying out R&D abroad strengthen European competitiveness.
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Human Capital Mobility and Regional Convergence
Lutz Schneider, Alexander Kubis
Regional Studies,
2012
Abstract
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Regional Determinants of MNE’s Location Choice in Post-transition Economies
Andrea Gauselmann, Philipp Marek
Empirica,
No. 4,
2012
Abstract
This article focuses on the impact of agglomeration and labour market factors on the location choice of MNEs in post-transition economies. We compare data from 33 regions in East Germany, the Czech Republic and Poland using a mixed logit model on a sample of 4,343 subsidiaries for the time period between 2000 and 2010. The results show that agglomeration advantages, such as sectoral specialization as well as a region’s economic and technological performance prove to be some of the most important pull factors for FDI in post-transition regions.
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Von „grünen Investitionen“ und „glühenden Landschaften“: Was sind die Treiber des Heizenergieverbrauchs in Mehrfamilienhäusern? – Ergebnisse auf Grundlage des ista-IWH-Energieeffizienzindex
Claus Michelsen, Timo Zumbro, Marius Claudy
Wirtschaft im Wandel,
No. 10,
2012
Abstract
Investitionen in die Energieeffizienz von Mehrfamilienhäusern müssen sich langfristig für ihre Eigentümer lohnen. Dies ist die notwendige Voraussetzung für höhere Neubau- und Sanierungsaufwendungen, die gewünscht sind, um die von der Europäischen Union und der Bundesregierung aufgerufenen Klimaziele zu erreichen. Der vorliegende Beitrag untersucht die Determinanten der Kapitalintensität im Wohnungsbau, als Näherungsgröße für die hergestellte (energetische) Qualität, und daran anschließend die Frage, wie sich diese auf den durchschnittlichen regionalen Energieverbrauch auswirkt. Die Analyse bezieht sich dabei bewusst auf Mehrfamilienhäuser, Immobilien, die nicht nur den Charakter eines Konsumguts besitzen, sondern darüber hinaus weitgehend als Renditeobjekte unterhalten werden. Dies hat Implikationen für „grüne Investitionen“ zur Verbesserung der Energieeffizienz: Geringere Energiekosten kommen nicht unmittelbar dem Investor zugute – sein Gewinn liegt vielmehr in der Veränderung der erwarteten Kaltmiete, die – neben regionalen Unterschieden in ihrer absoluten Höhe – auch unterschiedlich stark mit Risiko behaftet sein kann. Untersucht wurden diese Zusammenhänge im Rahmen der Energieeffizienzdebatte bisher jedoch noch nicht. Tatsächlich zeigt die durchgeführte empirische Untersuchung, dass Investoren Standorte mit geringerem erwartetem Risiko sowie größeren Mieterträgen bevorzugen und dort entsprechend höhere Mittel für den Geschosswohnungsbau aufwenden.
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Human Capital Mobility and Convergence – A Spatial Dynamic Panel Model of the German Regions
Alexander Kubis, Lutz Schneider
Abstract
Since the fall of the iron curtain in 1989, the migration deficit of the Eastern part of Germany has accumulated to 1.8 million people, which is over ten percent of its initial population. Depending on their human capital endowment, these migrants might either – in the case of low-skilled migration – accelerate or – in high-skilled case – impede convergence. Due to the availability of detailed data on regional human capital, migration and productivity growth, we are able to test how geographic mobility affects convergence via the human capital selectivity of migration. With regard to the endogeneity of the migration flows and human capital, we apply a dynamic panel data model within the framework of β-convergence and account for spatial dependence. The regressions indicate a positive, robust, but modest effect of a migration surplus on regional productivity growth. After controlling for human capital, the effect of migration decreases; this decrease indicates that skill selectivity is one way that migration impacts growth.
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Human Capital Mobility and Convergence. A Spatial Dynamic Panel Model of the German Regions
Alexander Kubis, Lutz Schneider
Abstract
Since the fall of the iron curtain in 1989, the migration deficit of the Eastern part of Germany has accumulated to 1.8 million people, which is over 10 percent of its ini-tial population. Depending on their human capital endowment, these migrants might either – in the case of low-skilled migration – accelerate or – in high-skilled case– impede convergence. Due to the availability of detailed data on regional human capital, migration and productivity growth, we are able to test how geographic mobil-ity affects convergence via the human capital selectivity of migration. With regard to the endogeneity of the migration flows and human capital, we apply a dynamic panel data model within the framework of β-convergence and account for spatial depend-ence. The regressions indicate a positive, robust, but modest effect of a migration surplus on regional productivity growth. After controlling for human capital, the effect of migration decreases; this decrease indicates that skill selectivity is one way that migration impacts growth.
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The Impact of Firm and Industry Characteristics on Small Firms’ Capital Structure
Hans Degryse, Peter de Goeij, Peter Kappert
Small Business Economics,
No. 4,
2012
Abstract
We study the impact of firm and industry characteristics on small firms’ capital structure, employing a proprietary database containing financial statements of Dutch small and medium-sized enterprises (SMEs) from 2003 to 2005. The firm characteristics suggest that the capital structure decision is consistent with the pecking-order theory: Dutch SMEs use profits to reduce their debt level, and growing firms increase their debt position since they need more funds. We further document that profits reduce in particular short-term debt, whereas growth increases long-term debt. We also find that inter- and intra-industry effects are important in explaining small firms’ capital structure. Industries exhibit different average debt levels, which is in line with the trade-off theory. Furthermore, there is substantial intra-industry heterogeneity, showing that the degree of industry competition, the degree of agency conflicts, and the heterogeneity in employed technology are also important drivers of capital structure.
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Quality of Work: An Investigation for East and West Germany for the Years 1994 and 2009
Herbert S. Buscher, S. Noack, M. Pelz
Wirtschaft im Wandel,
No. 12,
2011
Abstract
“Quality of work” – a mainly subjective judgement of employees about their work and the corresponding conditions gained momentum over the last decades. But contrary to quantitative aspects of work and worklife, the term “quality of work” is rather hard to measure and it consists of a mixture of many single indicators related to the worklife of employees. The spectrum of these single indicators range from health considerations up to a flexible management of the work time over a month or a year. The present work contributes to the discussion about the quality of work by introducing additional single indicators into the debate. These are commuting, carreer opportunities within a firm, individual satisfaction with the work income, and a correspondence between formal qualification and the present job. The investigation distinguishes between East and West Germany as well as between age cohorts and the qualification of the interviewed persons. The results are based on the GSOEP for the years 1994 and 2009. Looking at these two years we expect some insights into possible changes in the judgement with respect to the quality of work especially for East German employees shortly after the fall of the wall and nowadays. These insights should help to draw conclusions if East and West German employees are still different in their judgements or if a process of convergence in opions occurred.
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