| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 1022200 | Technovation | 2011 | 17 Pages |
This article analyzes organizational characteristics associated with innovative outcomes of SMEs in local economies with a low level of technological and R&D activities, where the indicators generally used to gauge technological innovation do not offer sufficient data. For the study of innovation in such economies, we propose a conceptual model based on innovative capability which also includes explanatory variables of environment and other contextual factors of the firms. Through a process of filtering spurious variables and incorporating quadratic components, we have varied the original linear structure to form a quadratic model with greater explanatory capacity and better results. The resulting quadratic model has undergone various contrasts of hypotheses, thus demonstrating the effectiveness of the model as a whole and of its basic components, as well as the importance of the main explanatory variables. Finally, the model has also proven to be valid in all sectors.
Graphical abstractFigure optionsDownload full-size imageDownload as PowerPoint slideHighlights► An Innovative Capability-Based Non-linear Model is developed for SMEs in less developed regions. ► The hypotheses formulated regarding the complete model and innovative capability are accepted. ► Behavior of a wide set of significant linear and non-linear models is studied. ► The quadratic model maintains its explanatory capacity in all sectors. ► Relevant conclusions can be made for management and innovation policy.
