Innovation capacity vs. internationalization capacity : The case of Colombian manufacturing SMEs of the Atlantic region

Despite the Colombian government's efforts to promote non-traditional exports, the effects of the measures have not yet result in significant increase. Additionally, the access of small and medium-sized enterprises (SMEs) - which are predominant in the country - to international markets currently not significant. Previous studies suggest that there is a direct relationship between the degree of innovation and the degree of internationalization of organizations. In this scenario, this article aims to analyze this relationship based on a field study carried out in 224 small and medium-sized manufacturing companies located in the Atlantic region, in Colombia. The results show that the structuring and participation in research and development programs, access to information technology and the existence of standardized processes and products in the organization are elements that potentially increase competitiveness and contributes to access international markets. Therefore, the adoption of SME export promotion policies that focus on stimulating innovation can contribute to the growth of exports of non-traditional products by organizations of this size

Data mining and social network analysis on Twitter

The emergence of a networked social structure in the last decade of twentieth century is accelerated by the evolution of information technologies and, in particular, the Internet has given rise to the full emergence of what has been called the Information Age [1] or the Information Society. Social media is yet another example of people’s extraordinary ability to generate, disseminate and exchange meanings in collective interpersonal communication with a massive, real-time networked system where everything tends to be connected. The analysis of the climate of opinion on Twitter is presented around the Common Core State Standards (CCSS), one of the most ambitious educational reforms of the last 50 years in USA