TY - JOUR A1 - Baumann, Julian A1 - Kritikos, Alexander T1 - The link between R&D, innovation and productivity: Are micro firms different? JF - Research Policy N2 - We analyze the link between R&D, innovation, and productivity in MSMEs with a special focus on micro firms with fewer than 10 employees; usually constituting the majority of firms in industrialized economies. Using the German KfW SME-panel, we examine to what extent micro firms are different from other firms in terms of innovativeness. We find that while firms engage in innovative activities with smaller probability, the smaller they are, for those firms that do make such investment, R&D intensity is larger the smaller firms are. For all MSMEs, the predicted R&D intensity is positively correlated with the probability of reporting innovation, with a larger effect size for product than for process innovations. Moreover, micro firms benefit in a comparable way from innovation processes as larger firms, as they are similarly able to increase their labor productivity. Overall, the link between R&D, innovation, and productivity in micro firms does not largely differ from their larger counterparts. (C) 2016 Elsevier B.V. All rights reserved. KW - MSMEs KW - R&D KW - Innovation KW - Productivity Y1 - 2016 U6 - https://doi.org/10.1016/j.respol.2016.03.008 SN - 0048-7333 SN - 1873-7625 VL - 45 SP - 1263 EP - 1274 PB - Elsevier CY - Amsterdam ER - TY - JOUR A1 - Verissimo, Joao Marques A1 - Clahsen, Harald T1 - Variables and similarity in linguistic generalization: Evidence from inflectional classes in Portuguese JF - Journal of memory and language N2 - Two opposing viewpoints have been advanced to account for morphological productivity, one according to which some knowledge is couched in the form of operations over variables, and another in which morphological generalization is primarily determined by similarity. We investigated this controversy by examining the generalization of Portuguese verb stems, which fall into one of three conjugation classes. In Study 1, an elicited production task revealed that the generalization of 2nd and 3rd conjugation stems is influenced by the degree of phonological similarity between novel roots and existing verbs, whereas the 1st conjugation generalizes beyond similarity. In Study 2, we directly contrasted two distinct computational implementations of conjugation class assignment in how well they matched the human data: a similarity-driven model that captures phonological similarities, and a dual-mechanism model that implements an explicit distinction between context-free and similarity-based generalizations. The similarity-driven model consistently underestimated 1st conjugation responses and overestimated proportions of 2nd and 3rd conjugation responses, especially for novel verbs that are highly similar to existing verbs of those classes. In contrast, the expected proportions produced by the dual-mechanism model were statistically indistinguishable from human responses. We conclude that both context-free and context-sensitive processes determine the generalization of conjugations in Portuguese, and that similarity-based algorithms of morphological acquisition are insufficient to exhibit default-like generalization. (C) 2014 Elsevier Inc. All rights reserved. KW - Variables KW - Similarity KW - Rules KW - Morphological generalization KW - Productivity KW - Computational modeling Y1 - 2014 U6 - https://doi.org/10.1016/j.jml.2014.06.001 SN - 0749-596X SN - 1096-0821 VL - 76 SP - 61 EP - 79 PB - Elsevier CY - San Diego ER - TY - JOUR A1 - Klaus, Valentin H. A1 - Kleinebecker, Till A1 - Hoelzel, Norbert A1 - Bluethgen, Nico A1 - Boch, Steffen A1 - Müller, Jörg A1 - Socher, Stephanie A. A1 - Prati, Daniel A1 - Fischer, Markus T1 - Nutrient concentrations and fibre contents of plant community biomass reflect species richness patterns along a broad range of land-use intensities among agricultural grasslands JF - Perspectives in plant ecology, evolution and systematics N2 - Understanding changes in biodiversity in agricultural landscapes in relation to land-use type and intensity is a major issue in current ecological research. In this context nutrient enrichment has been identified as a key mechanism inducing species loss in Central European grassland ecosystems. At the same time, insights into the linkage between agricultural land use and plant nutrient status are largely missing. So far, studies on the relationship between chemical composition of plant community biomass and biodiversity have mainly been restricted to wetlands and all these studies neglected the effects of land use. Therefore, we analyzed aboveground biomass of 145 grassland plots covering a gradient of land-use intensities in three regions across Germany. In particular, we explored relationships between vascular plant species richness and nutrient concentrations as well as fibre contents (neutral and acid detergent fibre and lignin) in the aboveground community biomass. We found the concentrations of several nutrients in the biomass to be closely linked to plant species richness and land use. Whereas phosphorus concentrations increased with land-use intensity and decreased with plant species richness, nitrogen and potassium concentrations showed less clear patterns. Fibre fractions were negatively related to nutrient concentrations in biomass, but hardly to land-use measures and species richness. Only high lignin contents were positively associated with species richness of grasslands. The N:P ratio was strongly positively related to species richness and even more so to the number of endangered plant species, indicating a higher persistence of endangered species under P (co-)limited conditions. Therefore, we stress the importance of low P supply for species-rich grasslands and suggest the N:P ratio in community biomass to be a useful proxy of the conservation value of agriculturally used grasslands. KW - Biodiversity exploratories KW - Fertilization KW - Grazing KW - Land use KW - Mowing KW - Nitrogen KW - Nutrient limitation KW - Phosphorus KW - Productivity Y1 - 2011 U6 - https://doi.org/10.1016/j.ppees.2011.07.001 SN - 1433-8319 VL - 13 IS - 4 SP - 287 EP - 295 PB - Elsevier CY - Jena ER -