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Enhancing trust in online grocery shopping through generative AI chatbots 通过生成式人工智能聊天机器人提高在线杂货购物的信任度
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-24 DOI: 10.1016/j.jbusres.2024.114737
Debarun Chakraborty , Arpan Kumar Kar , Smruti Patre , Shivam Gupta

Generative Artificial Intelligence (GAI) is witnessing a lot of adoption across industries, but literature is yet to fully document the nuances of these applications. We develop a comprehensive framework for understanding the factors that affect trust in online grocery shopping (OGS) using GAI chatbots. Our exploratory study was conducted via interviews, which helped to build our model. We integrate the Elaboration Likelihood Model (ELM) and Status Quo Bias (SQB) theory to develop the Unified Framework for Trust on Technology Platforms. In our confirmatory study, by analyzing 372 responses from users, using structural equation modelling (SEM), we initially validate our path model. Subsequently, we used fuzzy set qualitative comparative analysis (fsQCA) to check the causal combinations to explain different trust levels. Apart from perceived regret avoidance, all of the other factors had a significant effect on attitude and trust. Perceived anthropomorphism moderated the associations between interaction quality, credibility, threat, and attitude.

生成式人工智能(GAI)在各行各业得到广泛应用,但文献尚未充分记录这些应用的细微差别。我们利用 GAI 聊天机器人开发了一个综合框架,用于了解影响在线杂货购物(OGS)信任度的因素。我们的探索性研究是通过访谈进行的,这有助于建立我们的模型。我们整合了阐释可能性模型(ELM)和现状偏差(SQB)理论,建立了技术平台信任统一框架。在确认性研究中,我们使用结构方程模型(SEM)分析了 372 份用户回复,初步验证了我们的路径模型。随后,我们使用模糊集定性比较分析(fsQCA)来检验解释不同信任水平的因果组合。除了感知到的避免后悔之外,其他因素都对态度和信任有显著影响。感知拟人化调节了互动质量、可信度、威胁和态度之间的关联。
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引用次数: 0
Does CEO temporal myopia always lead to firm short-termism? The critical role of CEO optimism and perceived opportunity costs 首席执行官的时间近视是否总是导致公司的短期行为?首席执行官乐观情绪和感知机会成本的关键作用
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-24 DOI: 10.1016/j.jbusres.2024.114739
Xinchun Wang

Literature suggests that chief executive officers (CEOs) often discount long-term returns more than short-term gains, resulting in firm short-termism. However, the findings from previous studies are not conclusive. Drawing on upper echelons theory, we argue that a CEO’s optimism about the firm’s future returns is a critical factor that influences the likelihood of CEO temporal myopia leading to firm short-termism. We further propose that the perceived opportunity costs of being short-term oriented can reshape the role of CEO optimism in converting temporal myopia to firm short-termism. Specifically, when a CEO’s compensation is dependent on the firm’s stock market performance, the perceived opportunity cost of being short-term focused is high, mitigating the negative impact of CEO optimism. However, when the CEO faces high environmental discretion that can help the firm maintain competitive advantage through alternative means, the perceived opportunity cost becomes lower, amplifying the adverse impact of CEO optimism.

有文献表明,首席执行官(CEO)对长期回报的折扣往往高于短期收益,从而导致公司短期化。然而,以往的研究结果并不具有结论性。借鉴高层理论,我们认为首席执行官对公司未来回报的乐观程度是影响首席执行官时间近视导致公司短期主义可能性的关键因素。我们进一步提出,短期导向的感知机会成本可以重塑首席执行官乐观主义在将时间近视转化为公司短期主义中的作用。具体来说,当首席执行官的薪酬取决于公司的股市表现时,以短期为导向的感知机会成本就会很高,从而减轻首席执行官乐观主义的负面影响。然而,当首席执行官面临的环境自由裁量权较高,可以通过其他方式帮助公司保持竞争优势时,感知到的机会成本就会降低,从而放大首席执行官乐观主义的负面影响。
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引用次数: 0
Artificial intelligence and consumer behavior: From predictive to generative AI 人工智能与消费者行为:从预测性人工智能到生成性人工智能
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-23 DOI: 10.1016/j.jbusres.2024.114720
Erik Hermann , Stefano Puntoni

Since the introduction of ChatGPT, the leading example of Generative Artificial Intelligence (GenAI), the research community and the general public have been captivated by GenAI’s remarkable advances in performance, and its ability to both imitate and, in some respects, surpass human capabilities. This paper offers a comprehensive analysis of the impact of AI on consumer behavior, focusing on the two pivotal phases of AI development over the past 15 years. We start by reviewing the extensively researched, yet still growing, field of algorithmic predictions and decision-making, alongside the varied positive and negative consumer reactions it elicits. Subsequently, we delve into the just emerging field of GenAI. Here, we differentiate between Convergent Thinking GenAI, which is more domain-specific and geared towards pre-defined task completion, and Divergent Thinking GenAI, which is more domain-general and oriented towards new task fulfillment. For each of these realms, we identify key areas for future investigation.

自从生成式人工智能(GenAI)的代表作 ChatGPT 问世以来,GenAI 在性能方面的显著进步、模仿人类的能力以及在某些方面超越人类的能力令研究界和公众为之着迷。本文全面分析了人工智能对消费者行为的影响,重点关注过去 15 年人工智能发展的两个关键阶段。我们首先回顾了经过广泛研究但仍在不断发展的算法预测和决策领域,以及它所引起的消费者的各种积极和消极反应。随后,我们将深入探讨刚刚兴起的 GenAI 领域。在这里,我们将收敛性思维 GenAI 和发散性思维 GenAI 区分开来,前者更加针对特定领域,以完成预定任务为目标;后者则更具领域普遍性,以完成新任务为目标。对于这两个领域中的每一个,我们都确定了未来研究的关键领域。
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引用次数: 0
Activist brand perception: Conceptualization, scale development and validation 激进主义品牌认知:概念化、量表开发与验证
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-23 DOI: 10.1016/j.jbusres.2024.114732
Selma Saracevic , Bodo B. Schlegelmilch

Brand activism (BA) has attracted substantial attention due to consumers’ rising expectations for brands to address social and political issues. However, empirical research on consumers’ understanding of activist brands (i.e., brands that engage in brand activism) remains limited, mainly due to the absence of a valid measurement tool. To fill this gap, the authors introduce a two-dimensional consumer Activist Brand Perception (ABP) scale with eight items. Drawing from extensive literature analysis, relevant manifestations of BA are identified as the foundation for the scale. Through a rigorous scale development process involving qualitative and quantitative assessment, the (ABP) scale emerges as a reliable instrument to capture consumer perceptions of activist brands, enabling researchers to comprehend how consumers view activist brands.

由于消费者对品牌解决社会和政治问题的期望越来越高,品牌行动主义(BA)已经吸引了大量关注。然而,主要由于缺乏有效的测量工具,有关消费者对激进品牌(即参与品牌激进主义的品牌)理解的实证研究仍然有限。为了填补这一空白,作者引入了一个包含八个项目的二维消费者激进品牌认知量表(ABP)。通过大量的文献分析,作者确定了活跃品牌感的相关表现形式,作为量表的基础。通过严格的量表开发过程,包括定性和定量评估,(ABP)量表成为捕捉消费者对激进品牌看法的可靠工具,使研究人员能够理解消费者如何看待激进品牌。
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引用次数: 0
Voice of the Professional: Acquiring competitive intelligence from large-scale professional generated contents 专业人士的声音从大规模专业内容中获取竞争情报
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-23 DOI: 10.1016/j.jbusres.2024.114719
Yang Qian , Haifeng Ling , Xiangrui Meng , Yuanchun Jiang , Yidong Chai , Yezheng Liu

Professional generated content (PGC) serves as a vital and reliable online source that provides large-scale information about various aspects of brands and products. This study focuses on acquiring product-level competitive intelligence from large-scale PGCs. Specifically, we aim to simultaneously identify competitive relationships among products, extract representative topics shared by competing products, and estimate content preferences. To this end, we present a topic model that jointly leverages textual content and their associated product tags in PGCs. Owing to large-scale and lengthy PGCs, we propose a collapsed variational Bayesian inference algorithm to improve the model learning. We analyze over 100,000 PGCs and 3,000 associated products for empirical application in automobiles. Experimental results show that the proposed approach can accurately analyze market competition. Our findings have significant implications for product managers, enabling them to identify competitors, assess experts’ opinions on their products and competitors, and select high-quality content creators to improve promotions.

专业人士生成的内容(PGC)是一个重要而可靠的在线来源,可提供有关品牌和产品各个方面的大规模信息。本研究的重点是从大规模 PGC 中获取产品层面的竞争情报。具体来说,我们的目标是同时识别产品之间的竞争关系,提取竞争产品共享的代表性话题,并估计内容偏好。为此,我们提出了一个话题模型,该模型可联合利用 PGC 中的文本内容及其相关产品标签。由于 PGCs 规模大、篇幅长,我们提出了一种折叠变分贝叶斯推理算法来改进模型学习。我们分析了超过 100,000 个 PGC 和 3,000 个相关产品,并将其应用于汽车领域。实验结果表明,所提出的方法能够准确分析市场竞争。我们的研究结果对产品经理具有重要意义,使他们能够识别竞争对手,评估专家对其产品和竞争对手的意见,并选择高质量的内容创作者来改进促销活动。
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引用次数: 0
Climate change and shareholder value: Evidence from textual analysis and Trump’s unexpected victory 气候变化与股东价值:来自文本分析和特朗普意外获胜的证据
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-22 DOI: 10.1016/j.jbusres.2024.114728
Pattanaporn Chatjuthamard , Sang Mook Lee , Young S. Kim , Pornsit Jiraporn , Denise Potosky

Exploiting a novel measure of firm-specific exposure to climate change generated from cutting-edge machine learning algorithms, we explore the effect of climate change vulnerability on shareholder wealth using Donald Trump’s unexpected election victory in 2016. Our results demonstrate that companies more vulnerable to climate change experienced significantly more adverse market reactions when Trump was elected. Considering Trump’s public skepticism on climate change, investors expected him to oppose actions that seriously addressed climate change, resulting in more negative consequences for firms with higher climate change exposure. Our results provide compelling evidence that the positions taken by politicians on climate change directly impact firm value and shareholder wealth. Our findings suggest that elections have significant ramifications on financial and capital markets and that climate change is a crucially important issue for shareholders and investors.

我们利用尖端机器学习算法生成的公司特定气候变化风险的新衡量标准,以唐纳德-特朗普在 2016 年大选中的意外获胜为背景,探讨了气候变化脆弱性对股东财富的影响。我们的研究结果表明,在特朗普当选后,更容易受到气候变化影响的公司经历了明显更不利的市场反应。考虑到特朗普在公开场合对气候变化持怀疑态度,投资者预期他将反对认真应对气候变化的行动,从而给气候变化风险较高的公司带来更多负面影响。我们的研究结果提供了令人信服的证据,证明政治家在气候变化问题上所持的立场会直接影响公司价值和股东财富。我们的研究结果表明,选举对金融和资本市场有重大影响,气候变化对股东和投资者来说是一个至关重要的问题。
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引用次数: 0
Reputation and recency: How do aggressive short sellers assess ESG-Related Information? 声誉和重复性:激进卖空者如何评估 ESG 相关信息?
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-21 DOI: 10.1016/j.jbusres.2024.114718
Stephen E. Christophe , Jim Hsieh , Hun Lee

We examine the effects of short- and long-term as well as positive and negative ESG reputation of companies on aggressive short selling. Our results suggest that aggressive short selling is most associated with recent and negative ESG-related news. These findings are consistent with the recency and negativity biases of reputation literature. When we separate the companies into positive and negative long-term ESG reputation, we find that aggressive short selling occurs most frequently in the subgroup of companies that possess a long-term, negative ESG reputation jointly with recent, negative ESG-related information. Interestingly, however, we do not find that the aggressive short selling of this subgroup is followed by significantly negative abnormal returns. Instead, we find significant negative abnormal returns following aggressive shorting of the subgroup with a long-term, positive ESG reputation coupled with recent, negative ESG-related information, which is consistent with the expectancy violation theory of reputation literature.

我们研究了公司的短期和长期声誉以及正面和负面 ESG 声誉对激进卖空的影响。我们的研究结果表明,激进卖空与近期和负面的 ESG 相关新闻关系最大。这些发现与声誉文献中的近期和负面偏差相一致。当我们将公司分为长期负面 ESG 声誉和长期负面 ESG 声誉时,我们发现,在长期负面 ESG 声誉与近期负面 ESG 相关信息共同作用的公司子群中,激进卖空最为频繁。然而,有趣的是,我们并没有发现这个子群的激进卖空行为会带来显著的负异常回报。相反,我们发现,在激进卖空具有长期、积极的 ESG 声誉和近期、消极的 ESG 相关信息的亚组公司后,会出现显著的消极异常回报,这与声誉文献中的预期违反理论相一致。
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引用次数: 0
Inspiration and consumer patience in intertemporal choice: A moderated mediation model of meaning in life and regulatory focus 跨期选择中的灵感和消费者耐心:生活意义与监管重点的调节中介模型
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-21 DOI: 10.1016/j.jbusres.2024.114733
Leilei Guo , Jianping Liang , Yu Yu

Previous studies have investigated the positive effects of inspiration, but its influence on consumer patience in intertemporal choice remains largely unknown. To bridge this gap, we conducted six studies to examine the relationship between inspiration and consumer patience in intertemporal choice. Our findings indicate that inspiration can increase consumer patience in intertemporal choice, with meaning in life mediating the observed positive effects. Furthermore, we discover that regulatory focus moderates the direct and indirect effects of inspiration on consumer patience in intertemporal choice through meaning in life. Specifically, for promotion-focused consumers, inspiration enhances their sense of meaning in life, leading to increased patience in intertemporal choice. However, the positive effect of inspiration on patience through meaning in life is not observed in prevention-focused consumers. These findings contribute to the literature by directly investigating the link between inspiration and patience in intertemporal choice while providing valuable insights for marketers and policymakers.

以往的研究已经探究了灵感的积极作用,但灵感对消费者在跨期选择中的耐心的影响在很大程度上仍不为人所知。为了弥补这一空白,我们开展了六项研究,探讨灵感与消费者在跨期选择中的耐心之间的关系。我们的研究结果表明,灵感可以提高消费者在跨期选择中的耐心,而人生意义则是观察到的积极效应的中介。此外,我们还发现,监管重点通过生活意义调节了灵感对消费者跨期选择耐心的直接和间接影响。具体来说,对于以促销为重点的消费者来说,灵感会增强他们的生活意义感,从而提高跨期选择的耐心。然而,在以预防为重点的消费者身上却没有观察到灵感通过生活意义对耐心的积极影响。这些发现通过直接研究灵感与跨期选择中的耐心之间的联系,为文献做出了贡献,同时也为营销人员和政策制定者提供了有价值的见解。
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引用次数: 0
Partner or servant? The influence of robot role positioning on consumers’ brand evaluations 伙伴还是仆人?机器人角色定位对消费者品牌评价的影响
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-20 DOI: 10.1016/j.jbusres.2024.114698
Lefa Teng , Chuluo Sun , Yifei Chen , Michael W. Lever , Lianne Foti

Despite the increasing use of robots in marketing to improve consumers’ perceptions of brand image, relatively little is known about how the positioning of robots (i.e., as either partners or servants) influences consumer evaluations of brands employing service robots. In this paper, we examine the effect of robot role positioning on consumers in four studies within the context of time-honored brands. Study 1 demonstrates that brands using robots positioned as partners (vs. servants) will enhance consumers’ brand evaluations. Study 2 shows that psychological distance is a mechanism underlying the effect between robot role positioning and consumers’ brand evaluations. Studies 3 and 4 consider power distance belief (PDB) and service type to explore the premise’s boundary and find that these factors moderate the effect of robot role positioning on consumer brand evaluations. The findings offer theoretical and managerial implications for human-robot interaction in marketing.

尽管在市场营销中越来越多地使用机器人来改善消费者对品牌形象的认知,但人们对机器人的定位(即作为伙伴或仆人)如何影响消费者对使用服务机器人的品牌的评价却知之甚少。本文以老字号品牌为背景,通过四项研究探讨了机器人角色定位对消费者的影响。研究 1 表明,将机器人定位为合作伙伴(与仆人相比)的品牌会提高消费者对品牌的评价。研究 2 表明,心理距离是机器人角色定位与消费者品牌评价之间的影响机制。研究 3 和研究 4 考虑了权力距离信念(PDB)和服务类型,以探索前提的边界,并发现这些因素会缓和机器人角色定位对消费者品牌评价的影响。研究结果为市场营销中的人机互动提供了理论和管理启示。
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引用次数: 0
Mapping the prestige and social value of occupations in the digital economy 绘制数字经济中职业的声望和社会价值图
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-20 DOI: 10.1016/j.jbusres.2024.114716
Gemma Newlands , Christoph Lutz

With the emergence of the digital economy, the occupational landscape in many countries has undergone major transformations. While scholars have started to study the working conditions of digital economy occupations such as app-based food delivery couriers and social media influencers, assessing societal perceptions of these occupations remains uncharted territory. This article provides a substantive contribution through an in-depth analysis of occupational prestige and occupational social value perceptions across 76 UK digital economy occupations. Leveraging two expansive surveys with more than 2400 respondents, the findings show that these nascent occupations tend to have modest prestige, and that their perceived social value is lower than that of analogous non-digital occupations. Socio-economic factors and attitudes foster variability in societal perceptions. The research thus advances a nuanced understanding of the evolving digital economy, providing evidence for fellow researchers, policymakers, and the larger public, for whom the results help contextualize career choices and occupational identities.

随着数字经济的兴起,许多国家的职业格局发生了重大变化。虽然学者们已经开始研究基于应用程序的食品外卖快递员和社交媒体影响者等数字经济职业的工作条件,但评估社会对这些职业的看法仍是未知领域。本文通过深入分析英国 76 种数字经济职业的职业声望和职业社会价值认知,做出了实质性贡献。通过对 2400 多名受访者进行的两次广泛调查,研究结果表明,这些新兴职业的声望往往不高,其社会价值感知低于类似的非数字职业。社会经济因素和人们的态度造成了社会观念的差异。因此,这项研究推动了对不断发展的数字经济的细致理解,为研究人员、政策制定者和广大公众提供了证据。
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引用次数: 0
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Journal of Business Research
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