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Electronic shopping cart abandonment: What do we know and where should we be heading? 电子购物车放弃:我们知道些什么,该往何处去?
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-11 DOI: 10.1007/s12525-024-00697-0
Ishani Patharia Chopra, Charles Jebarajakirthy, Tanu Jain, Haroon Iqbal Maseeh

This paper aims to systematically review the literature on electronic shopping cart abandonment (ESCA). It analyzes the development of ESCA literature in terms of publication trends, publication outlets, number of citations, methodologies, and theoretical underpinnings. Furthermore, based on the literature synthesis, this review proposes a conceptual framework integrating the widely used antecedents, mediators, and moderators that influence ESCA. The antecedents include customer attributes and website-related factors while research and comparison mediate the relationship between these antecedents and ESCA. Using lexicometric analysis, this SLR identified key themes studied in ESCA literature over time, including customer decision-making criteria, motives and characteristics, online shopping environment, and website attributes. Further, this SLR suggests future research directions to advance ESCA literature from theoretical, contextual, and methodological perspectives. This SLR also suggests strategies for e-retailers and marketers to overcome ESCA. Overall, this review is a silver line in ESCA literature.

本文旨在系统回顾有关电子购物车放弃(ESCA)的文献。它从发表趋势、发表渠道、引用次数、方法论和理论基础等方面分析了ESCA文献的发展。此外,在文献综述的基础上,本综述提出了一个概念框架,整合了影响ESCA的广泛使用的前因、中介和调节因素。前因包括客户属性和网站相关因素,而研究和比较则是这些前因与 ESCA 之间关系的中介。通过词汇分析,本 SLR 确定了随着时间的推移,ESCA 文献中研究的关键主题,包括客户决策标准、动机和特征、在线购物环境和网站属性。此外,本 SLR 还提出了未来的研究方向,以便从理论、背景和方法的角度推动 ESCA 文献的发展。本研究还为网络零售商和营销人员提出了克服 ESCA 的策略。总之,本综述是 ESCA 文献中的一条银线。
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引用次数: 0
Voting participation and engagement in blockchain-based fan tokens 基于区块链的粉丝代币的投票参与度和参与度
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-11 DOI: 10.1007/s12525-024-00709-z
Lennart Ante, Aman Saggu, Benjamin Schellinger, Friedrich-Philipp Wazinski

This paper investigates the potential of blockchain-based fan tokens, a class of crypto asset that grants holders access to voting on club decisions and other perks, as a mechanism for stimulating democratized decision-making and fan engagement in the sports and esports sectors. By utilizing an extensive dataset of 3576 fan token polls, we reveal that fan tokens engage an average of 4003 participants per poll, representing around 50% of token holders, underscoring their relative effectiveness in boosting fan engagement. The analyses identify significant determinants of fan token poll participation, including levels of voter (dis-)agreement, poll type, sports sectors, demographics, and club-level factors. This study provides valuable stakeholder insights into the current state of adoption and voting trends for fan token polls. It also suggests strategies for increasing fan engagement, thereby optimizing the utility of fan tokens in sports. Moreover, we highlight the broader applicability of fan token principles to any community, brand, or organization focused on customer engagement, suggesting a wider potential for this digital innovation.

本文研究了基于区块链的粉丝代币的潜力,粉丝代币是一种加密资产,持有者可以对俱乐部的决策进行投票并享受其他福利,是体育和电竞领域促进决策民主化和粉丝参与的一种机制。通过利用 3576 个粉丝代币投票的广泛数据集,我们发现粉丝代币平均每次投票有 4003 人参与,约占代币持有者的 50%,这凸显了粉丝代币在提高粉丝参与度方面的相对有效性。分析确定了球迷代币投票参与的重要决定因素,包括投票人(不)同意的程度、投票类型、体育部门、人口统计以及俱乐部层面的因素。这项研究为利益相关者了解球迷代币投票的采用现状和投票趋势提供了宝贵的见解。它还提出了提高球迷参与度的策略,从而优化球迷代币在体育运动中的效用。此外,我们还强调了球迷代币原则对任何关注客户参与度的社区、品牌或组织的广泛适用性,表明这一数字创新具有更广泛的潜力。
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引用次数: 0
AI Literacy for the top management: An upper echelons perspective on corporate AI orientation and implementation ability 高层管理人员的人工智能扫盲:从企业高层角度看人工智能的导向和实施能力
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-01 DOI: 10.1007/s12525-024-00707-1
Marc Pinski, Thomas Hofmann, Alexander Benlian

We draw on upper echelons theory to examine whether the AI literacy of a firm’s top management team (i.e., TMT AI literacy) has an effect on two firm characteristics paramount for value generation with AI—a firm’s AI orientation, enabling it to identify AI value potentials, and a firm’s AI implementation ability, empowering it to realize these value potentials. Building on the notion that TMT effects are contingent upon firm contexts, we consider the moderating influence of a firm’s type (i.e., startups vs. incumbents). To investigate these relationships, we leverage observational literacy data of 6986 executives from a professional social network (LinkedIn.com) and firm data from 10-K statements. Our findings indicate that TMT AI literacy positively affects AI orientation as well as AI implementation ability and that AI orientation mediates the effect of TMT AI literacy on AI implementation ability. Further, we show that the effect of TMT AI literacy on AI implementation ability is stronger in startups than in incumbent firms. We contribute to upper echelons literature by introducing AI literacy as a skill-oriented perspective on TMTs, which complements prior role-oriented TMT research, and by detailing AI literacy’s role for the upper echelons-based mechanism that explains value generation with AI.

我们借鉴高层理论,研究企业高层管理团队的人工智能素养(即TMT人工智能素养)是否会影响人工智能价值创造的两个最重要的企业特征--企业的人工智能导向(使其能够识别人工智能的价值潜力)和企业的人工智能实施能力(使其能够实现这些价值潜力)。基于TMT效应取决于企业背景的观点,我们考虑了企业类型(即初创企业与现有企业)的调节作用。为了研究这些关系,我们利用了职业社交网络(LinkedIn.com)中 6986 名高管的素养观察数据和 10-K 报表中的公司数据。我们的研究结果表明,TMT 的人工智能素养会对人工智能导向和人工智能实施能力产生积极影响,而人工智能导向会介导 TMT 人工智能素养对人工智能实施能力的影响。此外,我们还发现,TMT 人工智能素养对人工智能实施能力的影响在初创企业中要强于在职企业。我们将人工智能素养作为一个以技能为导向的视角引入TMT,补充了之前以角色为导向的TMT研究,并详细阐述了人工智能素养对基于上层机构的人工智能价值生成机制的作用,从而为上层机构文献做出了贡献。
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引用次数: 0
Designing a conversational agent for supporting data exploration in citizen science 设计对话式代理,支持公民科学中的数据探索
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-27 DOI: 10.1007/s12525-024-00705-3

Abstract

Data is ubiquitous in today’s digitized society. However, access to and literacy in handling data plays a pivotal role in determining who can benefit from it and who can use—or potentially misuse—it. To combat inequalities and address issues such as misinformation, it is essential to enable citizens to effectively access and understand data within their local ecosystems. To address this challenge, we focus on the case of citizen science and propose using a conversational agent to support data exploration and lower barriers to citizen engagement in research projects. Using a design science research approach, we derive design principles and develop a prototypical artifact. Moreover, we conduct an experimental evaluation, demonstrating strong interest among citizens to participate in scientific data analysis and that conversational agents hold great potential in increasing data literacy.

摘要 在当今数字化社会中,数据无处不在。然而,数据的获取和处理能力在决定谁能从中受益、谁能使用或可能滥用数据方面起着关键作用。要消除不平等现象并解决错误信息等问题,就必须让公民能够有效地访问和理解本地生态系统中的数据。为了应对这一挑战,我们将重点放在公民科学上,并建议使用会话代理来支持数据探索,降低公民参与研究项目的障碍。利用设计科学研究方法,我们得出了设计原则,并开发了一个原型工具。此外,我们还进行了一项实验评估,结果表明公民对参与科学数据分析有着浓厚的兴趣,而且对话代理在提高数据素养方面有着巨大的潜力。
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引用次数: 0
The duality of reputation portability: Investigating the demand effect of imported ratings across online labor markets 声誉可移植性的双重性:调查进口评级在网络劳动力市场上的需求效应
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-26 DOI: 10.1007/s12525-024-00706-2
Diana Tran Nhat, Laura Thäter, Timm Teubner

Online labor platforms have been criticized for fueling precarious working conditions. Due to their platform-bound reputation systems, switching costs are prohibitively high and workers are locked-in to the platforms. One widely discussed approach to addressing this issue and improving workers’ position is the portability of reputational data. In this study, we conduct an online experiment with 239 participants to test the effect of introducing reputation portability and to study the demand effect of imported ratings. We find that the volume of imported ratings stimulates demand, although to a lower degree than onsite ratings. Specifically, the effect of imported ratings corresponds to about 35% of the effect of onsite ratings. The results imply the possibility of unintended cross-market demand concentration effects that especially favor workers with high rating volumes (“superstars”).

在线劳务平台因助长不稳定的工作条件而饱受批评。由于其平台绑定的声誉系统,转换成本过高,工人被锁定在平台上。为解决这一问题并改善工人的处境,一种被广泛讨论的方法是声誉数据的可移植性。在本研究中,我们进行了一项有 239 人参与的在线实验,以检验引入声誉可移植性的效果,并研究导入评级的需求效应。我们发现,进口评级的数量会刺激需求,尽管其程度低于现场评级。具体而言,进口评级的效果相当于现场评级效果的 35%。这些结果表明,可能存在无意的跨市场需求集中效应,这种效应尤其有利于高评分的员工("超级明星")。
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引用次数: 0
Regulation strategy for behavioral integrity of live streamers: From the perspective of the platform based on evolutionary game in China 直播平台行为诚信的监管策略:从中国基于进化游戏的平台角度看直播平台的诚信问题
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-04 DOI: 10.1007/s12525-024-00698-z
Jun Fan, Lijuan Peng, Tinggui Chen, Guodong Cong
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引用次数: 0
Beyond control over data: Conceptualizing data sovereignty from a social contract perspective 超越对数据的控制:从社会契约角度构思数据主权
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-02 DOI: 10.1007/s12525-024-00695-2
Antragama Ewa Abbas, Thomas van Velzen, Hosea Ofe, Geerten van de Kaa, Anneke Zuiderwijk, Mark de Reuver

In the data economy, data sovereignty is often conceptualized as data providers’ ability to control their shared data. While control is essential, the current literature overlooks how this facet interrelates with other sovereignty facets and contextual conditions. Drawing from social contract theory and insights from 31 expert interviews, we propose a data sovereignty conceptual framework encompassing protection, participation, and provision facets. The protection facets establish data sharing foundations by emphasizing baseline rights, such as data ownership. Building on this foundation, the participation facet, through responsibility divisions, steers the provision facets. Provision comprises facets such as control, security, and compliance mechanisms, thus ensuring that foundational rights are preserved during and after data sharing. Contextual conditions (data type, organizational size, and business data sharing setting) determine the level of difficulty in realizing sovereignty facets. For instance, if personal data is shared, privacy becomes a relevant protection facet, leading to challenges of ownership between data providers and data subjects, compliance demands, and control enforcement. Our novel conceptualization paves the way for coherent and comprehensive theory development concerning data sovereignty as a complex, multi-faceted construct.

在数据经济中,数据主权通常被概念化为数据提供者控制其共享数据的能力。虽然控制是必不可少的,但目前的文献忽略了这一层面与其他主权层面和背景条件之间的相互关系。借鉴社会契约理论和 31 位专家访谈的观点,我们提出了一个包含保护、参与和提供三个方面的数据主权概念框架。保护层面通过强调基准权利(如数据所有权)来建立数据共享基础。在此基础上,参与层面通过责任划分引导提供层面。提供包括控制、安全和合规机制等方面,从而确保在数据共享期间和之后维护基本权利。环境条件(数据类型、组织规模和业务数据共享环境)决定了实现主权层面的困难程度。例如,如果共享的是个人数据,隐私就会成为一个相关的保护层面,导致数据提供者和数据主体之间的所有权、合规性要求和控制执行方面的挑战。我们新颖的概念化为数据主权这一复杂的、多层面的理论发展铺平了道路。
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引用次数: 0
An empirical study on traditional offline retailer’s switching intention towards community-based group buying program: A push–pull-mooring model 传统线下零售商转向社区团购计划意向的实证研究:推拉移动模型
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-02-29 DOI: 10.1007/s12525-024-00702-6
Zihan Guan, Xiaoran Shi, Huajing Ying, Ruhui Xue, Xiaojiao Qiao

To enter the offline channel, the community-based group buying (CGB) platform usually recruits group leaders to perform corresponding tasks (i.e., creating new customers, information disseminating, marketing, and goods delivering). A major type of group leader is the traditional offline retailer, who runs a convenience store in the community and is considered as the core bond among three parties, namely, platforms, merchants, and consumers. Drawing upon the PPM theory and TAM model, this study aims to investigate the switching intention of traditional offline retailers to embrace platform’s recruitment and undertake group leader roles towards the CGB program. With primary data collected from 365 respondents, we establish a structural equation model and conduct the empirical analysis. Results suggest that both push and pull factors exert positive effects on convenience storekeepers’ switching intention, while the perceived risk (i.e., one of the mooring factors) hinders the switching intention. However, switching cost, as another mooring factor, does not significantly predict the switching intention. These additional constructs in the push–pull-mooring (PPM) model are considerably helpful for improving the understanding of traditional offline retailer’s switching intention towards community-based group buying and could offer several managerial implications for group buying platforms.

为了进入线下渠道,社区团购(CGB)平台通常会招募团长来完成相应的任务(即创造新客户、信息传播、市场营销和商品交付)。团长的主要类型是传统的线下零售商,他们在社区中经营便利店,被视为平台、商家和消费者三方之间的核心纽带。本研究借鉴 PPM 理论和 TAM 模型,旨在探究传统线下零售商接受平台招募并承担 CGB 项目群主角色的转换意向。通过收集 365 名受访者的原始数据,我们建立了一个结构方程模型并进行了实证分析。结果表明,推力和拉力因素都对便利店店主的转换意向产生了积极影响,而感知风险(即停泊因素之一)则阻碍了转换意向的产生。然而,转换成本作为另一个锚定因素,对转换意向的预测并不显著。推-拉-锚定(PPM)模型中的这些附加构念大大有助于加深对传统线下零售商转向社区团购意向的理解,并可为团购平台提供一些管理启示。
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引用次数: 0
Designing incentive systems for participation in digital ecosystems—An integrated framework 为参与数字生态系统设计激励系统--一个综合框架
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-02-28 DOI: 10.1007/s12525-024-00703-5
Cristina Mihale-Wilson, K. Valerie Carl

Digital ecosystems are a highly relevant phenomenon in contemporary practice, offering unprecedented value creation opportunities for both companies and consumers. However, the success of these ecosystems hinges on their ability to establish the appropriate incentive systems that attract and engage diverse actors. Following the notion that setting “the right” incentives is essential for forming and growing digital ecosystems, this article presents an integrated framework that supports scholars and practitioners in identifying and orchestrating incentives into powerful incentive systems that encourage active participation and engagement. This framework emphasizes the importance of understanding how individuals and groups are motivated to engage in the ecosystem to incentivize them effectively. To demonstrate its applicability and value, we show its application in the context of an emergent digital ecosystem within the Smart Living domain.

数字生态系统是当代实践中一个非常重要的现象,为企业和消费者提供了前所未有的价值创造机会。然而,这些生态系统的成功与否取决于它们是否有能力建立适当的激励体系,以吸引和调动不同的参与者。设定 "正确 "的激励机制对于数字生态系统的形成和发展至关重要,根据这一理念,本文提出了一个综合框架,支持学者和实践者识别和协调激励机制,使其成为鼓励积极参与和投入的强大激励系统。该框架强调了了解个人和团体参与生态系统的动机对于有效激励他们的重要性。为了证明该框架的适用性和价值,我们以智能生活领域的新兴数字生态系统为背景,展示了该框架的应用。
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引用次数: 0
Data Sovereignty in Information Systems 信息系统中的数据主权
IF 8.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-02-27 DOI: 10.1007/s12525-024-00693-4
Franziska von Scherenberg, Malte Hellmeier, Boris Otto

Data has become a strategic asset for societal prosperity and economic competitiveness. There has long been an academic consensus that the value of data unfolds during its use. Consequently, many stakeholders have called for expanding the use and reuse of data, including the public and open variety, as well as that from private data providers. However, citizens and organizations want self-determination over their data use, that is, data sovereignty. This fundamentals paper applies a literature review to conceptualize the term in Information Systems (IS) research by summarizing current findings and definitions to add further structure to the field. It contributes to the current research streams by introducing a core conceptual model consisting of seven interacting core aspects, involving trust between data providers and consumers for data assets, supported by data infrastructure and contractual agreements on all data lifecycle stages. We evaluate and discuss this conceptual model through recent field examples and provide an overview of future research opportunities.

数据已成为社会繁荣和经济竞争力的战略资产。长期以来,学术界的共识是,数据的价值体现在其使用过程中。因此,许多利益相关者都呼吁扩大数据的使用和再利用,包括公共和开放数据以及私人数据提供者提供的数据。然而,公民和组织希望对其数据使用拥有自决权,即数据主权。这篇基础性论文通过文献综述,总结了当前的研究成果和定义,为信息系统(IS)研究中的这一术语提供了概念,从而进一步丰富了该领域的结构。本文介绍了一个核心概念模型,该模型由七个相互作用的核心方面组成,涉及数据提供者和数据资产消费者之间的信任,并由数据基础设施和所有数据生命周期阶段的合同协议提供支持。我们通过最近的实际案例对这一概念模型进行了评估和讨论,并概述了未来的研究机会。
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引用次数: 0
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Electronic Markets
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