Exploring the interaction between big data analytics, frugal innovation, and competitive agility: The mediating role of organizational learning

Potential for Frugal Innovation in a Brazilian Regional System: A Study Based on a Multicriteria Approach

“…By integrating the principles of multicriteria methods, decision theory, and transforming qualitative criteria into quantitative ones, this research facilitates a more objective evaluation of innovation potential. The outcome is the creation of indicators that could prove invaluable for future explorations on the topic, aiding in a more precise and substantiated analysis, supporting a learning perspective for the organizations and actors involved by providing insights on what action needs to be taken to improve the conditions of the system in which they are inserted [72]. Moreover, there are limited studies that consider frugal innovation as a crucial component of RIS, despite its role in fostering a more inclusive form of innovation, particularly vital for emerging nations like Brazil.…”

Boundary-spanning search and breakthrough innovation: the moderating role of big data analytics capability

“…The advancement of digitalization continuously creates new digital technologies and application scenarios, positioning firms in a rapidly changing environment. To adapt to technological changes, firms should quickly capture market trends and predict future needs to conduct breakthrough innovation, so as to enhance their agility and dynamic capability (Al-Omoush et al ., 2024). However, unmet past needs may have been addressed by outdated technologies or methodologies that are no longer relevant or effective in the current market.…”

“…Moreover, recent studies highlighted big data analytics capability as an accelerator of firms’ innovation processes (Al-Omoush et al ., 2024; Bag et al ., 2024; Kumar et al ., 2021). Big data analytics capability is the ability to quickly process vast quantities of data to provide firms with timely environment information (Al-Omoush et al ., 2024).…”

“…Moreover, recent studies highlighted big data analytics capability as an accelerator of firms’ innovation processes (Al-Omoush et al ., 2024; Bag et al ., 2024; Kumar et al ., 2021). Big data analytics capability is the ability to quickly process vast quantities of data to provide firms with timely environment information (Al-Omoush et al ., 2024). The continuously advancement of digital transformation generates unprecedented volume, variety and velocity data, namely big data, increasing the demand for data analytics (Nisar et al.…”