The digital innovation accompanied by explicit economic incentives have fundamentally changed the process of innovation diffusion. As a representative of digital innovation, NFTs provide a decentralized and secure way to authenticate and trade digital assets, offering the potential for new revenue streams in the digital space. However, current researches about NFTs mainly focus on their transaction networks and community culture, leaving the interplay among diffusion dynamics, economic dynamics, and social constraints on Twitter. By collecting and analyzing NFTs-related tweet dataset, the motivations of retweeters, the information mechanisms behind emojis, and the networked-based diffusion dynamics is systematically investigated. Results indicate that Retweeting is fueled by Freemint and trading information, with the higher economic incentives as a major motivation and some potential organizational tendencies. The diffusion of NFT is primarily driven by a 'Ringed-layered' information mechanism involving individual promoters and speculators. Both the frequency and presentation of content contribute positively to the growth of the retweet network. This study contributes to the innovation diffusion theory with economic incentives embedded.
翻译:伴随明确经济激励的数字创新从根本上改变了创新扩散的过程。作为数字创新的代表,NFT提供了一种去中心化且安全的方式来认证和交易数字资产,为数字领域开辟了新的收入来源。然而,当前关于NFT的研究主要集中在交易网络和社区文化上,忽视了扩散动态、经济动态与Twitter社交约束之间的相互作用。通过收集并分析NFT相关推文数据集,本文系统探究了转发者的动机、表情符号背后的信息机制以及基于网络的扩散动态。结果表明,转发行为受到Freemint和交易信息的推动,其中更高的经济激励是主要动机,并存在一定的组织倾向。NFT的扩散主要由涉及个体推广者和投机者的“环层”信息机制驱动。内容发布频率和呈现方式均对转发网络的增长产生积极影响。本研究为嵌入经济激励的创新扩散理论做出了贡献。