区块链可持续发展创新:通过公众关注和财务绩效来揭示其市场影响

IF 5.2 3区 管理学 Q1 BUSINESS
Celina Toscano Hernandez;Francesco Paolo Appio;Federico Platania
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引用次数: 0

摘要

本研究探讨区块链创新、公众关注和财务绩效之间的动态相互作用,重点关注可持续性应用。使用状态空间模型和卡尔曼滤波器,它分析了区块链相关专利和谷歌趋势的数据,以评估它们对以区块链为重点的交易所交易基金(etf)超额回报的影响。研究结果强调,创新活动显著提高了财务绩效,强调了b区块链作为一种具有变革性可持续性潜力的通用技术的作用。以搜索兴趣衡量的公众关注独立驱动投资者情绪和市场结果,而创新与公众关注之间的交互作用不表现出显著的协同效应,表明影响渠道不同。本研究通过在资产定价模型中引入区块链可持续创新的实时度量,通过表明专利活动和公众关注作为财务回报的独立预测因素,以及通过使用状态空间方法来捕捉潜在的创新动态,推进了方法实践,从而为可持续金融、创新管理和行为金融方面的文献流做出了贡献。研究结果提出了可操作的策略:投资者可以跟踪基于专利的创新并搜索趋势,作为主题etf业绩的早期信号;行业领导者可以将区块链项目与可持续发展目标结合起来,以释放估值收益;政策制定者可以通过鼓励透明的专利披露和公众意识来培育环境、社会和治理创新生态系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blockchain Innovation for Sustainability: Unraveling Its Market Impact Through Public Attention and Financial Performance
This study investigates the dynamic interplay between blockchain innovation, public attention, and financial performance, with a focus on sustainability applications. Using a state-space model and the Kalman filter, it analyzes data from blockchain-related patents and Google Trends to assess their influence on the excess returns of blockchain-focused exchange-traded funds (ETFs). The findings highlight that innovation activity significantly enhances financial performance, underscoring blockchain’s role as a general-purpose technology with transformative sustainability potential. Public attention, measured through search interest, independently drives investor sentiment and market outcomes, while the interaction between innovation and public attention does not exhibit significant synergistic effects, suggesting distinct channels of influence. This study contributes to the growing stream of literature in sustainable finance, innovation management, and behavioral finance by introducing a real-time measure of blockchain innovation for sustainability into an asset pricing model, by showing that patent activity and public attention operate as separate predictors of financial returns, and by advancing methodological practice through the use of a state-space approach to capture latent innovation dynamics. The findings suggest actionable strategies: investors can track patent-based innovation and search trends as early signals of thematic-ETF performance; industry leaders can align blockchain projects with sustainability goals to unlock valuation gains; and policymakers can foster environmental, social, and governance innovation ecosystems by encouraging transparent patent disclosure and public awareness.
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来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
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