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Social informedness and investor sentiment in the GameStop short squeeze. GameStop空头挤压中的社会信息和投资者情绪。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 Epub Date: 2023-05-23 DOI: 10.1007/s12525-023-00632-9
Kwansoo Kim, Sang-Yong Tom Lee, Robert J Kauffman

We examine investor behavior on social media platforms related to the GameStop (GME) short squeeze in early 2021. Individual investors stimulated the stock market via Reddit social posts in the presence of institutional investors who bet against GME's success as short sellers. We analyzed r/WallStreetBets subreddit posts related to GME's trading patterns. We performed text-based sentiment analysis and compared the social informedness of posting users for GME trading on two social media platforms. The short squeeze occurred due to coordinated trading by individual investors, who discussed trading strategies on the platforms and drove collective social informedness-based trading behavior. Our findings suggest that the valence and number of submissions influenced GME's intraday transaction volumes and precursors for irrational trading behavior patterns to have emerged. We provide a theoretical interpretation of what occurred and call for tighter monitoring of social news platforms. We also encourage effort to create an in-depth understanding of the observed patterns and the linkages between them and the larger equity markets.

我们研究了与2021年初GameStop(GME)做空有关的投资者在社交媒体平台上的行为。个人投资者在机构投资者的见证下,通过Reddit社交帖子刺激了股市,这些机构投资者押注GME作为卖空者的成功。我们分析了r/WallStreetBets与GME交易模式相关的reddit子帖子。我们进行了基于文本的情绪分析,并比较了在两个社交媒体平台上发布GME交易用户的社交信息。空头挤压的发生是由于个人投资者的协调交易,他们在平台上讨论交易策略,并推动基于社会信息的集体交易行为。我们的研究结果表明,提交的价格和数量影响了GME的盘中交易量,并预示着非理性交易行为模式的出现。我们对所发生的事情进行了理论解释,并呼吁加强对社交新闻平台的监控。我们还鼓励努力深入了解观察到的模式以及它们与更大的股票市场之间的联系。
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引用次数: 1
AI-based chatbots in conversational commerce and their effects on product and price perceptions. 对话商务中基于人工智能的聊天机器人及其对产品和价格感知的影响。
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 Epub Date: 2023-05-24 DOI: 10.1007/s12525-023-00633-8
Justina Sidlauskiene, Yannick Joye, Vilte Auruskeviciene

The rise of AI-based chatbots has gradually changed the way consumers shop. Natural language processing (NLP) technology and artificial intelligence (AI) are likely to accelerate this trend further. However, consumers still prefer to engage with humans and resist chatbots, which are often perceived as impersonal and lacking the human touch. While the predominant tendency is to make chatbots appear more humanlike, little is known about how anthropomorphic verbal design cues in chatbots influence perceived product personalization and willingness to pay a higher product price in conversational commerce contexts. In the current work, we set out to test this through one pre-test (N = 135) and two online experiments (N = 180 and 237). We find that anthropomorphism significantly and positively affects perceived product personalization, and that this effect is moderated by situational loneliness. Moreover, the results show that the interaction between anthropomorphism and situational loneliness has an impact on the willingness to pay a higher product price. The research findings can be used for future applications of AI-driven chatbots where there is a need to provide personalized and data-driven product recommendations.

基于人工智能的聊天机器人的兴起逐渐改变了消费者的购物方式。自然语言处理(NLP)技术和人工智能(AI)可能会进一步加速这一趋势。然而,消费者仍然更喜欢与人类互动,抵制聊天机器人,因为聊天机器人通常被认为是非个人的,缺乏人性。虽然主要趋势是让聊天机器人看起来更人性化,但人们对聊天机器人中拟人化的语言设计线索如何影响感知到的产品个性化以及在对话商务环境中支付更高产品价格的意愿知之甚少。在目前的工作中,我们开始通过一个预测试(N = 135)和两个在线实验(N = 180和237)。我们发现,拟人化显著且积极地影响感知到的产品个性化,并且这种影响受到情境孤独的调节。此外,研究结果表明,拟人化和情境孤独之间的互动对支付更高产品价格的意愿有影响。研究结果可用于人工智能驱动的聊天机器人的未来应用,这些应用需要提供个性化和数据驱动的产品推荐。
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引用次数: 0
How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors. 智能技术如何为智能零售店的消费者赋权?从技术准备和情境因素的角度看问题。
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 Epub Date: 2023-04-03 DOI: 10.1007/s12525-023-00635-6
Jiahe Chen, Yu-Wei Chang

Smart retail stores have been gaining momentum in smart retailing. Instead of relying on in-store staff like traditional counterparts, smart retail stores provide an unmanned environment purely enabled by various in-store smart technologies that support customers throughout the shopping journey. This unstaffed operating model also enables smart retail stores to provide competitive prices by reducing labor costs. However, studies have overemphasized the unique value offered by smart technology but discounted the common value strengthened in smart retail. This study applies the situational factor framework to identify both unique and common factors empowered by smart technology from a comprehensive perspective; then, technology readiness is incorporated to explore consumer purchase intentions in smart retail stores. A total of 283 survey data were collected and analyzed. The main results indicate that most situational factors have a direct effect on purchase intention, and technology readiness enhances the unique situational factors enabled directly by smart technology.

智能零售店在智能零售领域的发展势头日益强劲。智能零售店不像传统零售店那样依赖店内员工,而是提供一个纯粹由店内各种智能技术实现的无人环境,在整个购物过程中为顾客提供支持。这种无人运营模式还能降低劳动力成本,使智能零售店提供有竞争力的价格。然而,研究过于强调智能技术提供的独特价值,却忽略了智能零售中强化的共同价值。本研究运用情境因素框架,从综合视角识别智能技术带来的独特因素和共同因素,然后结合技术准备情况,探讨消费者在智能零售商店中的购买意向。共收集并分析了 283 份调查数据。主要结果表明,大多数情景因素对购买意向有直接影响,而技术准备度增强了智能技术直接促成的独特情景因素。
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引用次数: 0
Fintech: A content analysis of the finance and information systems literature. 金融科技:金融与信息系统文献的内容分析。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1007/s12525-023-00624-9
Zack Jourdan, J Ken Corley, Randall Valentine, Arthur M Tran

The amount of research related to financial technologies (fintech) has grown rapidly since these modalities have been implemented. A review of this literature base will help identify the topics that have been explored and identify topics for further research. This research project collects, synthesizes, and analyzes both the research strategies (i.e., methodologies) and content (e.g., topics, focus, categories) of the literature, and then discusses an agenda for future research efforts. We searched for fintech research published in the last 20 years and analyzed 146 articles published in Finance and 70 articles published in Information Systems (IS) during this period in their respective A*, A, and B journals in the 2019 Australian Business Deans Council list. We found an increasing level of activity during the most recent 6-year period and a biased distribution of fintech articles focused on exploratory methodologies. We also found several research strategies that were either underrepresented or absent from the pool of fintech research and identified several subject areas that need further exploration. We also created four fintech topic categories to organize and classify this diverse research stream.

自从这些模式实施以来,与金融技术(fintech)相关的研究数量迅速增长。回顾这一文献基础将有助于确定已探索的主题,并确定进一步研究的主题。本研究项目收集、综合和分析文献的研究策略(即方法)和内容(如主题、焦点、类别),然后讨论未来研究工作的议程。我们检索了过去20年发表的金融科技研究,并分析了在2019年澳大利亚商学院院长委员会名单中各自的A*、A和B期刊上发表的146篇发表在《金融》上的文章和70篇发表在《信息系统》(IS)上的文章。我们发现,在最近6年期间,活动水平不断提高,金融科技文章的分布存在偏差,主要集中在探索性方法上。我们还发现了几个研究策略,这些研究策略要么在金融科技研究中代表性不足,要么缺乏,并确定了几个需要进一步探索的主题领域。我们还创建了四个金融科技主题类别来组织和分类这些多样化的研究流。
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引用次数: 3
Digital entrepreneurship from cellular data: How omics afford the emergence of a new wave of digital ventures in health. 来自细胞数据的数字创业:组学如何为健康领域的新一波数字创业提供资金。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 Epub Date: 2023-09-16 DOI: 10.1007/s12525-023-00669-w
Hannes Rothe, Katharina Barbara Lauer, Callum Talbot-Cooper, Daniel Juan Sivizaca Conde

Data has become an indispensable input, throughput, and output for the healthcare industry. In recent years, omics technologies such as genomics and proteomics have generated vast amounts of new data at the cellular level including molecular, structural, and functional levels. Cellular data holds the potential to innovate therapeutics, vaccines, diagnostics, consumer products, or even ancestry services. However, data at the cellular level is generated with rapidly evolving omics technologies. These technologies use scientific knowledge from resource-rich environments. This raises the question of how new ventures can use cellular-level data from omics technologies to create new products and scale their business. We report on a series of interviews and a focus group discussion with entrepreneurs, investors, and data providers. By conceptualizing omics technologies as external enablers, we show how characteristics of cellular-level data negatively affect the combination mechanisms that drive venture creation and growth. We illustrate how data characteristics set boundary conditions for innovation and entrepreneurship and highlight how ventures seek to mitigate their impact.

Supplementary information: The online version contains supplementary material available at 10.1007/s12525-023-00669-w.

数据已成为医疗保健行业不可或缺的输入、吞吐量和输出。近年来,基因组学和蛋白质组学等组学技术在细胞水平上产生了大量新数据,包括分子、结构和功能水平。细胞数据具有创新疗法、疫苗、诊断、消费品甚至祖先服务的潜力。然而,细胞水平的数据是通过快速发展的组学技术产生的。这些技术利用了资源丰富的环境中的科学知识。这就提出了一个问题,即新企业如何利用组学技术的细胞级数据来创造新产品并扩大业务。我们报道了一系列采访和与企业家、投资者和数据提供商的焦点小组讨论。通过将组学技术概念化为外部推动者,我们展示了细胞水平数据的特征如何对推动风险创建和增长的组合机制产生负面影响。我们展示了数据特征如何为创新和创业设定边界条件,并强调了企业如何寻求减轻其影响。补充信息:在线版本包含补充材料,网址为10.1007/s12525-023-00669-w。
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引用次数: 0
City 5.0: Citizen involvement in the design of future cities. 城市5.0:市民参与未来城市的设计。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1007/s12525-023-00621-y
Jörg Becker, Friedrich Chasin, Michael Rosemann, Daniel Beverungen, Jennifer Priefer, Jan Vom Brocke, Martin Matzner, Adela Del Rio Ortega, Manuel Resinas, Flavia Santoro, Minseok Song, Kangah Park, Claudio Di Ciccio

A citizen-centric view is key to channeling technological affordances into the development of future cities in which improvements are made with the quality of citizens' life in mind. This paper proposes City 5.0 as a new citizen-centric design paradigm for future cities, in which cities can be seen as markets connecting service providers with citizens as consumers. City 5.0 is dedicated to eliminating restrictions that citizens face when utilizing city services. Our design paradigm focuses on smart consumption and extends the technology-centric concept of smart city with a stronger view on citizens' roadblocks to service usage. Through a series of design workshops, we conceptualized the City 5.0 paradigm and formalized it in a semi-formal model. The applicability of the model is demonstrated using the case of a telemedical service offered by a Spanish public healthcare service provider. The usefulness of the model is validated by qualitative interviews with public organizations involved in the development of technology-based city solutions. Our contribution lies in the advancement of citizen-centric analysis and the development of city solutions for both academic and professional communities.

以公民为中心的观点是将技术支持引入未来城市发展的关键,在未来城市的发展中,人们会考虑到公民的生活质量。本文提出城市5.0作为未来城市以市民为中心的新设计范式,城市可以被视为连接服务提供商和作为消费者的市民的市场。City 5.0致力于消除市民在使用城市服务时面临的限制。我们的设计范式专注于智能消费,并扩展了以技术为中心的智慧城市概念,更强烈地关注市民对服务使用的障碍。通过一系列的设计研讨会,我们概念化了城市5.0范式,并将其形式化为半形式化模型。以西班牙公共医疗保健服务提供商提供的远程医疗服务为例,证明了该模型的适用性。通过对参与以技术为基础的城市解决方案开发的公共组织进行定性访谈,验证了该模型的有效性。我们的贡献在于促进以市民为中心的分析,并为学术和专业社区开发城市解决方案。
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引用次数: 7
Modeling key enablers influencing FinTechs offering SME credit services: A multi-stakeholder perspective. 影响金融科技提供中小企业信贷服务的关键因素建模:多方利益相关者视角。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1007/s12525-023-00627-6
Nisha Mary Thomas

The study models inter-relationship among key enablers that influence the growth of FinTechs that offer credit services to small and medium enterprises (SMEs). It focuses on emerging market of India, which is the world's third-largest FinTech centre. It employs Grey DEMATEL method to measure the cause-effect relationship based on the assessment given by FinTech practitioners, experts, policymakers, and investors. The results show that credit demand by SME borrowers, availability of alternate data sources, and Covid-19 are the critical enablers that exercise strong impact on FinTech system. Collaboration between FinTechs and traditional financial institutions, end-to-end financial solutions, and scalability of business operations are recognized as critical dependents that are hugely affected by others. The study recommends policymakers to foster collaborative environment, strengthen digital data landscape, and improve financial literacy to develop FinTech sector. It recommends practitioners to focus on data security and to offer end-to-end financial solutions to its SME borrowers.

该研究模拟了影响向中小企业提供信贷服务的金融科技公司增长的关键推动因素之间的相互关系。它专注于印度的新兴市场,印度是世界第三大金融科技中心。基于金融科技从业者、专家、政策制定者和投资者的评估,采用灰色DEMATEL方法衡量因果关系。结果表明,中小企业借款人的信贷需求、替代数据源的可用性和Covid-19是对金融科技体系产生强烈影响的关键推动因素。金融科技与传统金融机构之间的合作、端到端金融解决方案以及业务运营的可扩展性被认为是受其他因素影响很大的关键依赖项。该研究建议政策制定者营造协作环境,加强数字数据景观,提高金融素养,以发展金融科技行业。它建议从业人员关注数据安全,并为中小企业借款人提供端到端的金融解决方案。
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引用次数: 1
What determines FinTech success?-A taxonomy-based analysis of FinTech success factors. 是什么决定了金融科技的成功-基于分类法的金融科技成功因素分析。
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2023-01-01 Epub Date: 2023-05-19 DOI: 10.1007/s12525-023-00626-7
Oliver Werth, Davinia Rodríguez Cardona, Albert Torno, Michael H Breitner, Jan Muntermann

Value creation in the financial services sector has been fundamentally transformed by digitally born financial technology (FinTech) companies. FinTech companies synthesize information systems with financial services. Given its disruptive power, the FinTech phenomenon has received great attention in academic research, practice, and media. Still, limited systematic research provides a structure and holistic view of FinTechs' success. Aiming to enhance understanding of the factors enabling FinTech success, we classify success factors across extant scientific literature on distinct FinTech business model archetypes. Our analysis reveals that the "cost-benefit dynamic of the innovation," "technology adoption," "security, privacy, and transparency," "user trust," "user-perceived quality," and "industry rivalry" are crucial factors for FinTech success and can be seen as "grand challenges" for the FinTech ecosystem. In addition, we validate and discuss our findings with real-world examples from the FinTech industry and two interviews with stakeholders from the FinTech ecosystem. Our study contributes to the knowledge of FinTechs by providing a classification system of success factors for practitioners and researchers.

Supplementary information: The online version contains supplementary material available at 10.1007/s12525-023-00626-7.

金融服务业的价值创造已经从根本上被数字金融科技公司所改变。金融科技公司将信息系统与金融服务相结合。鉴于其颠覆性的力量,金融科技现象在学术研究、实践和媒体中受到了极大的关注。尽管如此,有限的系统研究为金融科技的成功提供了一个结构和整体的视角。为了增强对金融科技成功因素的理解,我们对现有科学文献中关于不同金融科技商业模式原型的成功因素进行了分类。我们的分析表明,“创新的成本效益动态”、“技术采用”、“安全、隐私和透明度”、“用户信任”、“使用者感知质量”和“行业竞争”是金融科技成功的关键因素,可以被视为金融科技生态系统的“重大挑战”。此外,我们通过金融科技行业的真实案例以及对金融科技生态系统利益相关者的两次采访来验证和讨论我们的发现。我们的研究通过为从业者和研究人员提供成功因素的分类系统,为金融科技的知识做出了贡献。补充信息:在线版本包含补充材料,可访问10.1007/s12525-023-00626-7。
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引用次数: 3
A nascent design theory for explainable intelligent systems 可解释智能系统的新生设计理论
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1007/s12525-022-00606-3
L. Herm, Th. Steinbach, Jonas Wanner, Christian Janiesch
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引用次数: 3
Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews 具有语言规则的语言模型的全局重建——用于在线消费者评论的可解释人工智能
IF 8.5 3区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1007/s12525-022-00612-5
Markus Binder, Bernd Heinrich, Marcus Hopf, Alexander Schiller
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引用次数: 2
期刊
Electronic Markets
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