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Innovation and SDGs through Social Media Analysis: Messages from FinTech Firms

机译:通过社交媒体分析创新和SDGS:FINTECH公司的消息

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Financial technology-based firms (FinTech) are crucial to promoting new technologies and advances in innovations related to the financial field, sustainable development, and financial inclusion. This paper aims to assess the Sustainable Development Goals (SDGs) and open innovation integrated within the public discourse in the social media of FinTech firms, using machine-learning-based social media analysis (SMA). Accordingly, we tracked the behavior of 21 firms based on the empirical material of 32,716 posts on Twitter. The outcomes showed dissimilar discourses based on FinTech firms’ activities. However, it was found that only financial infrastructure, lending, and personal finance fields have a discourse related to innovation and, to a lesser extent, related to the SDGs thematic. Thus, awareness of sustainable objectives is still far from being a relevant issue for FinTech, which, in general, has neglected to significantly mention SDGs; nonetheless, innovation and related terms are a consistent topic in this area. Furthermore, hints of the implementation of the open innovation paradigm and interest in novel technologies are demonstrated, in addition to the promotion of different actors and events on social media that serve as a showcase for firms that have a presence on Twitter.
机译:基于金融技术的公司(FINTECH)对于促进新技术和促进与金融领域,可持续发展和金融包容有关的创新进展至关重要。本文旨在利用基于机器学习的社交媒体分析(SMA),评估综合的可持续发展目标(SDGS)和综合的开放创新。因此,我们基于Twitter上的32,716篇帖子的经验材料跟踪了21家公司的行为。结果表明,基于Fintech公司的活动,表现出不同的话语。但是,有人发现,只有金融基础设施,贷款和个人金融领域与创新有关的话语,以及与SDGS专题相关的较小程度。因此,对可持续目标的认识仍然远未成为金融气的相关问题,这通常忽视了明显提及SDGS;尽管如此,创新和相关术语是该领域的一致主题。此外,除了促进不同行动者和社交媒体的活动之外,还证明了开放式创新范式和对新型技术的兴趣的提示,该媒体还促进了作为在Twitter上存在的公司的公司的展示。

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