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Author: search.filters.author.Ana Clara CândidoHas files: No

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    Exploring the Intersection of Big Data and Open Innovation: Synergies and Challenges in Emerging Contexts
    (University of Porto, 2025-04-01)
    This study explores the symbiotic relationship between Big Data and Open Innovation. They work together to accelerate innovation and generate value for organizations. Different sectors and organizations go through decision-making processes that range from operational and routine aspects to managerial and strategic decisions, such as the implementation of a new product or the purchase of a new production unit. All these decisions require data and information that can mitigate risks and support choices. This study draws insights from real-world case studies, emphasizing the transformative potential of Big Data for open innovation. It analyzes evidence of the use of Big Data in Open Innovation practices in a group of Peruvian software companies. The results show the gap in the use of Big Data to support collaborative practices in the sample. In fact, often, those companies do not see a direct relationship between Big Data experience and the adoption of Open Innovation practices. The findings underscore the need for integrated approaches and suggest that bridging the gap between Big Data and Open Innovation offers a promising avenue for thriving in an information-rich environment.
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    Differentiated effects of the acquisition of digital knowledge and digitalization on the Peruvian service firm's performance
    (Costa Rica Institute of Technology, 2026-01-01)
    The acquisition of digital knowledge is recognized as a key enabler of a firm's digitalization, and these capabilities contribute to achieving its overall performance. Knowledge-intensive business services play a complementary role in supporting this strategy. Understanding how these processes are implemented in developing economies and across firms of varying sizes is especially relevant. This article provides empirical evidence on the relationship between the acquisition of digital knowledge, digitalization, and firm performance in Peru's service firms. Based on the Ordinary Least Squares regression applied to data from 2,834 Peruvian service firms from National Enterprises Survey in 2019, the study identifies differentiated effects by firm size. Findings show that the combination of training in digital tools and digitalization strategies significantly enhances sales, particularly in micro firms, and productivity, mainly for large firms. In addition, SMEs face greater challenges in converting digitalization into sales and productivity, due to lower digital maturity and limited strategic emphasis. The study also highlights the distinct contributions of KIBS, especially in microenterprises. In a developing country context, where digital strategies are still emerging, these findings help distinguish their effects on sales and productivity and identify opportunities for both business management and policy design to foster digital strategies.