This paper investigates which of the core types of innovation can be best predicted based on the website data of firms …. In particular, we focus on four distinct key standard types of innovation – product, process, organisational, and … marketing innovation in firms. Web-mining of textual data on the websites of firms from Estonia combined with the application of …

innovation activities, prior studies using relatively large firm-level datasets to test the nature of this link are often unable … nature of the linkage between abandoned innovation and subsequent innovation outcomes at firms. We demonstrate based on … balanced panel data of Spanish manufacturing firms from 2008-2016 that innovation failure not only leads to more successful …

How do the effects of financial constraints on innovation performance vary by sector and firm characteristics? This … paper uses innovation survey data from 11 European countries to examine the heterogeneity of these effects. Our results …

This paper explores the dynamic nature of complementarities between technological and organizational innovation at … ending of the joint adoption of these two core types of innovation is associated with firm performance. In the case of the … within-firm changes in the complementarity bundle of innovation types, we observe clear evidence that some sequential as well …