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Idea generation performance in open innovation communities: The role of user interaction 开放式创新社区的创意生成绩效:用户互动的作用
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-08 DOI: 10.1016/j.im.2024.103930
Tianmei Wang , Tuotuo Qi , Xinxue Zhou , Xiaping Xin

User participation and idea performance are essential for the success of open innovation communities (OICs) as valuable sources of innovation. Interaction within OICs plays a crucial role in the idea generation process. This study examines the relationship between user-to-user and user-to-firm interactions and their effect on the idea generation performance. Using a transactive memory system, a research model is proposed to explore the influences of user interaction characteristics (i.e., specialization, credibility, and coordination) on idea generation performance and the mediating effect of content richness. Furthermore, we reveal whether metadiscourse in firm feedback (i.e., interactive and interactional resources) moderates the association between interaction characteristics and idea generation performance. A dataset of 7,603 ideas from the Huawei's Joint Definition Community (JDC) is analyzed to verify the research model. Results show an inverted U-shaped relationship between specialization and idea generation performance. Coordination and credibility among users have positive effects on idea generation performance. Content richness has a mediating effect on the relationship between interaction characteristics and idea generation performance. Moreover, metadiscourse enhances the influences of specialization, credibility, and coordination on idea generation performance. These findings provide rich insights into idea generation performance in open innovation and offer practical implications.

用户参与和创意表现是开放式创新社区(OIC)作为宝贵创新源取得成功的关键。开放创新社区内的互动在创意生成过程中发挥着至关重要的作用。本研究探讨了用户与用户之间以及用户与企业之间的互动关系及其对创意生成绩效的影响。通过使用一个交互式记忆系统,我们提出了一个研究模型,以探讨用户交互特征(即专业化、可信度和协调性)对创意生成绩效的影响,以及内容丰富度的中介效应。此外,我们还揭示了企业反馈中的元话语(即互动资源和互动资源)是否调节了互动特征与创意生成绩效之间的关联。我们分析了华为联合定义社区(JDC)的 7603 个创意数据集,以验证研究模型。结果表明,专业化与创意生成绩效之间存在倒 U 型关系。用户之间的协调性和可信度对创意生成绩效有积极影响。内容丰富度对交互特征与创意生成绩效之间的关系有中介作用。此外,元话语增强了专业化、可信度和协调性对创意生成绩效的影响。这些发现为开放式创新中的创意生成绩效提供了丰富的见解,并具有实际意义。
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引用次数: 0
From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase 从比较到购买:共同访问相关产品的在线行为对消费者购买的影响
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-08 DOI: 10.1016/j.im.2024.103938
Shuixia Chen , Eric W.T. Ngai , Fei Xiao , Zeshui Xu

This study explores the effects of online behavior toward associated co-visited products on purchasing focal products. The effects are proposed to be moderated by brands, online reviews, and consumer experience. Empirical findings show that different dimensions of online behavior play distinctive roles in purchasing focal products. Furthermore, associated co-visited products across different brands have a significantly high effect. The effect also increases for associated co-visited products with low rates of negative reviews and for consumers with limited experience. This study contributes to the literature by highlighting the effects of online behavior and presenting the related implications for encouraging customer purchases.

本研究探讨了对相关共同访问产品的在线行为对购买重点产品的影响。研究认为,品牌、在线评论和消费者经验会调节这些影响。实证研究结果表明,不同维度的网络行为在购买焦点产品时发挥着不同的作用。此外,不同品牌的相关共同访问产品具有显著的高效应。对于负面评论率低的相关共同访问产品和经验有限的消费者来说,效果也会增加。本研究强调了在线行为的影响,并提出了鼓励顾客购买的相关意义,从而为相关文献做出了贡献。
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引用次数: 0
Study on the quality evaluation of mobile social media health information and the relationship with health information dissemination 移动社交媒体健康信息的质量评价及与健康信息传播的关系研究
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-08 DOI: 10.1016/j.im.2024.103927
Wenzhao Xie , Chunliang Kang , Linyong Xu , Haiwei Cheng , Pingping Dai

Mobile social media has become one of the most convenient, widespread ways for users to obtain health information. We construct a mobile social media health information quality evaluation system by conducting a questionnaire survey among 20 experts and 684 users. Then, 498 health WeChat official accounts were selected for empirical research. Results show that health information quality on WeChat official accounts is not high, which is positively correlated with the WeChat communication index, but the content value of health information is not correlated with the WeChat communication index. Our research has reference value for health information governance in mobile social media.

移动社交媒体已成为用户获取健康信息最便捷、最广泛的途径之一。我们通过对 20 位专家和 684 位用户进行问卷调查,构建了移动社交媒体健康信息质量评价体系。然后,选取了 498 个健康微信官方账号进行实证研究。结果显示,微信官方账号的健康信息质量不高,与微信传播指数呈正相关,但健康信息的内容价值与微信传播指数不相关。我们的研究对移动社交媒体的健康信息治理具有参考价值。
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引用次数: 0
How Embeddedness Influences IT-Induced Work–Home Boundary Reduction, Work–Home Conflict, and Job Outcomes 嵌入式如何影响信息技术引发的工作与家庭界限缩小、工作与家庭冲突以及工作成果
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-07 DOI: 10.1016/j.im.2024.103929
Christoph Weinert , Christian Maier , Sven Laumer , Tim Weitzel

Work–home conflict (WHC) explains how IT use blurs the boundaries between work and private roles. We extend that knowledge by highlighting the importance of work–home embeddedness (WHE) and its impact on WHC. Drawing on boundary theory, we hypothesize that IT-induced work–home boundary reduction (IT-WHBR) exacerbates WHC, influencing job outcomes. Utilizing embeddedness theory and data from 862 individuals, we categorize three distinct WHE groups. Our findings clarify how IT-WHBR shapes WHC and how diverse WHE groups moderate the relationship between IT-WHBR, WHC, and job outcomes. This paper significantly contributes to existing literature by revealing dynamics within work-home interactions.

工作与家庭冲突(WHC)解释了信息技术的使用如何模糊了工作与私人角色之间的界限。我们通过强调工作与家庭嵌入性(WHE)的重要性及其对工作与家庭冲突的影响来扩展这一知识。借鉴边界理论,我们假设由信息技术引起的工作与家庭边界缩小(IT-WHBR)会加剧工作与家庭的边界,从而影响工作结果。利用嵌入理论和来自 862 名个人的数据,我们划分出三个不同的 WHE 群体。我们的研究结果阐明了 IT-WHBR 如何影响 WHC,以及不同的 WHE 群体如何调节 IT-WHBR、WHC 和工作结果之间的关系。本文通过揭示工作与家庭互动的动态关系,对现有文献做出了重要贡献。
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引用次数: 0
Effect of Designer- versus User-driven Network-monitoring Dashboard Design on User Flow Experience and Performance: The Role of Augmented Virtuality 设计者与用户驱动的网络监控仪表盘设计对用户流程体验和性能的影响:增强虚拟性的作用
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-07 DOI: 10.1016/j.im.2024.103926
Khawaja A. Saeed , Dezhi Wu , David Jingjun Xu

A well-designed dashboard can effectively communicate critical information to network administrators and enable them to identify and solve network issues quickly. However, little is understood about how network-monitoring dashboard designs impact user experience in an augmented virtuality (AV) environment. Our study proposes that a dashboard design showing variations in selected elements can impact the network-monitoring flow experience of users by affecting their enjoyment, concentration, and control, which in turn can influence their performance in critical, complex, and time-sensitive environments. To investigate this phenomenon, we design and evaluate two narrative visualization user interfaces—a designer-driven (DD) design and a user-driven (UD) design—in the context of network-monitoring dashboards. Adding vivid and familiar real-world objects may enhance perceived realism; thus, we integrate AV with the two dashboard designs (i.e., DD and UD) and evaluate their effect on user flow experience and performance. Results suggest that the flow experience of users will lead to positive perceived performance. A nonlinear relationship between AV and dashboard design, and the UD design with a moderate AV level can improve user flow experience and performance compared with the DD design. When the AV level is nonexistent or excessive, the superior effect of the UD design disappears. Lastly, we discuss practical implications and theoretical contributions, along with future research directions.

设计精良的仪表盘可以有效地向网络管理员传达关键信息,使他们能够快速识别和解决网络问题。然而,人们对网络监控仪表盘设计如何影响增强虚拟(AV)环境中的用户体验知之甚少。我们的研究提出,仪表盘设计中某些元素的变化会影响用户的网络监控流程体验,从而影响他们的乐趣、注意力和控制力,进而影响他们在关键、复杂和时间敏感环境中的表现。为了研究这一现象,我们设计并评估了两种叙事可视化用户界面--一种是设计师驱动型(DD)设计,另一种是用户驱动型(UD)设计。添加生动而熟悉的现实世界对象可以增强感知的真实感;因此,我们将视听与两种仪表盘设计(即 DD 和 UD)相结合,并评估它们对用户流程体验和性能的影响。结果表明,用户的流动体验将带来积极的感知性能。视听效果与仪表盘设计之间存在非线性关系,与 DD 设计相比,视听效果适中的 UD 设计能改善用户的流程体验和绩效。当视听水平不存在或过高时,UD 设计的优越效果就会消失。最后,我们讨论了实践意义和理论贡献,以及未来的研究方向。
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引用次数: 0
Factors influencing seniors’ switching to m-government services: A mixed-methods study through the lens of push-pull-mooring framework 影响老年人转向移动政务服务的因素:从 "推-拉-移动 "框架的视角开展混合方法研究
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-05 DOI: 10.1016/j.im.2024.103928
Zhongyun Zhou , Taotao Pan , Qun Zhao , Xinyan Cheng , Depeng Wang

Based on the push-pull-mooring framework, this study applies mixed methods to examine the key factors affecting seniors’ switching from offline to m-government services. A qualitative study was conducted to identify five factors of the push-pull-mooring framework, and a subsequent quantitative study used a hybrid SEM-ANN method to analyze data from 345 senior Chinese users. Results showed that transparency greatly impacts seniors’ satisfaction with m-government services. Perceived inefficiency significantly affects dissatisfaction with offline services, and inertia increases switching costs. However, perceived government investment does not significantly affect seniors’ satisfaction with m-government services. An urban-rural comparison yielded additional findings.

本研究基于 "推-拉-移动 "框架,采用混合方法研究影响老年人从线下政务服务转向移动政务服务的关键因素。定性研究确定了推拉式移动框架中的五个因素,随后的定量研究使用 SEM-ANN 混合方法分析了 345 名中国老年用户的数据。结果显示,透明度极大地影响了老年人对移动政务服务的满意度。感知到的低效率会极大地影响对线下服务的不满,而惰性会增加转换成本。然而,感知到的政府投资并不会明显影响老年人对移动政务服务的满意度。城乡比较得出了更多结论。
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引用次数: 0
Dissemination of health messages in online social network: A study of healthcare providers’ content generation and dissemination on Twitter 在在线社交网络中传播健康信息:对医疗服务提供者在 Twitter 上生成和传播内容的研究
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-02-01 DOI: 10.1016/j.im.2024.103925
Mahyar Sharif Vaghefi , Neshat Beheshti , Hemant Jain

This study offers a nuanced understanding of health information dissemination based on the Intellectual Epidemic model within online social networks. We highlight the importance of healthcare providers’ subnetworks and the strategic application of fear and hope in health messages. Factors like interest-based communities and their distinct reactions to different types of information play critical roles. We discovered information within online communities tends to remain trapped, illustrating a drawback of homophily. Our insights not only illuminate the distinctive properties of online information dissemination but also furnish valuable implications for health communication strategies in a digitally networked era.

本研究基于在线社交网络中的 "智力流行病 "模型,对健康信息传播进行了细致入微的分析。我们强调了医疗服务提供者子网络的重要性,以及恐惧和希望在健康信息中的战略应用。基于兴趣的社区及其对不同类型信息的不同反应等因素起着至关重要的作用。我们发现,网络社区内的信息往往会被困住,这说明了同质性的缺点。我们的见解不仅揭示了在线信息传播的独特属性,还为数字网络时代的健康传播策略提供了宝贵的启示。
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引用次数: 0
The influence of ERP-vendor contract compliance and transaction-specific investment on vendee trust: A signaling theory perspective ERP-供应商合同合规性和特定交易投资对供应商信任的影响:信号理论视角
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-01-29 DOI: 10.1016/j.im.2024.103923
Xiaolin Li , Paul Benjamin Lowry , Fujun Lai

The successful implementation of Enterprise Resource Planning (ERP) systems is significantly predicated on establishing customer trust, a challenge particularly accentuated in mainland China due to its distinct business and legal environment and a noted high failure rate of ERP projects. Whereas contracts and transaction-specific investments are common strategies to build this trust, their effectiveness remains contested in the existing literature. Specifically, the underlying mechanisms through which detailed contracts influence trust are still not clearly understood. To address these gaps, our study employs signaling theory to conceptualize a model that elucidates how contract completeness, vendor contract compliance, and transaction-specific investment act as trust-building signals in ERP vendor–vendee relationships within the Chinese context. Furthermore, we introduce ownership type as an additional variable, evaluating its influence in shaping customer trust. Our empirical analysis draws on data from 208 Chinese organizations engaged in ERP implementations, revealing nuanced findings. Notably, the vendor's ownership type, quantified by the degree of foreign ownership, negatively moderates both the results of contract completeness on contract compliance and the subsequent mediation effect on trust, thereby highlighting the critical influence of cultural factors. This study is among the pioneering empirical investigations into the synergistic roles of contract compliance and ownership type in mediating the relationship between contract completeness and trust. Our insights provide a robust foundation for understanding the complexities of contractual and relational governance in ERP vendor–vendee relationships, and we recommend targeted strategies for both vendors and customers to enhance trust in this critical business domain.

企业资源规划(ERP)系统的成功实施在很大程度上取决于客户信任度的建立,由于中国大陆独特的商业和法律环境以及ERP项目的高失败率,这一挑战在中国大陆尤为突出。虽然合同和特定交易投资是建立这种信任的常见策略,但在现有文献中,它们的有效性仍存在争议。具体而言,详细合同影响信任的内在机制仍未得到明确理解。为了弥补这些不足,我们的研究运用信号理论建立了一个概念模型,以阐明在中国的ERP供应商与受托人关系中,合同完整性、供应商合同合规性和特定交易投资是如何作为信任建立信号发挥作用的。此外,我们还引入了所有权类型作为额外变量,评估其在塑造客户信任方面的影响。我们的实证分析利用了 208 家参与 ERP 实施的中国企业的数据,揭示了细微的发现。值得注意的是,供应商的所有权类型(以外资所有权程度量化)对合同完备性对合同遵从性的影响以及随后对信任的中介效应都产生了负向调节作用,从而凸显了文化因素的关键影响。本研究是对合同合规性和所有权类型在调解合同完备性与信任关系中的协同作用进行实证调查的开创性研究之一。我们的见解为理解企业资源规划系统供应商与客户关系中合同和关系治理的复杂性奠定了坚实的基础,并为供应商和客户提出了在这一关键业务领域增强信任的针对性策略建议。
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引用次数: 0
How does artificial intelligence affect the environmental performance of organizations? The role of green innovation and green culture 人工智能如何影响组织的环境绩效?绿色创新和绿色文化的作用
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-01-29 DOI: 10.1016/j.im.2024.103924
Jiabao Lin , Yanyun Zeng , Shaowu Wu , Xin (Robert) Luo

Despite the importance of artificial intelligence (AI) in improving environmental performance, the mechanisms and boundary conditions through AI use affects environmental performance remain unclear. Using a sample of Chinese agricultural firms, the empirical results verify the positive impact of AI use on environmental performance via green innovation of product and process. Moreover, our findings reveal that green culture positively moderates the impact of AI use on green product innovation, and it strengthens the positive mediation effect of green product innovation on the relationship between AI use and environmental performance. This study provides insights and enriches the existing understanding of AI-enable green innovation, thus making practical implications for firms to achieve sustainable development.

尽管人工智能(AI)在改善环境绩效方面具有重要作用,但人工智能的使用影响环境绩效的机制和边界条件仍不清楚。我们以中国农业企业为样本,通过产品和流程的绿色创新,实证结果验证了人工智能的使用对环境绩效的积极影响。此外,我们的研究结果还发现,绿色文化对人工智能的使用对绿色产品创新的影响具有正向调节作用,并加强了绿色产品创新对人工智能的使用与环境绩效之间关系的正向中介效应。本研究为人工智能赋能绿色创新提供了启示,丰富了对人工智能赋能绿色创新的现有认识,从而为企业实现可持续发展提供了现实意义。
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引用次数: 0
Understanding how algorithmic injustice leads to making discriminatory decisions: An obedience to authority perspective 理解算法不公正如何导致做出歧视性决定:服从权威的视角
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-01-26 DOI: 10.1016/j.im.2024.103921
Maryam Ghasemaghaei , Nima Kordzadeh

Unjust algorithmic recommendations can lead decision makers to discriminatory choices, risking harm to individuals or groups. This study addresses this concerning phenomenon and examines its implications. In an experimental study involving 122 managers, we found that algorithmic injustice causes discriminatory decisions without heightened guilt perception. Additionally, trust in data analytics outcomes moderates the impact of algorithmic injustice on discrimination and marginally influences the impact of discriminatory decision making on guilt perception. However, displacement of responsibility has no moderating effect on either relationship. These findings highlight the potential negative consequences of algorithmic decision making, emphasizing the need for caution and awareness.

不公正的算法建议可能会导致决策者做出歧视性选择,给个人或群体带来伤害风险。本研究探讨了这一令人担忧的现象,并研究了其影响。在一项有 122 名管理人员参与的实验研究中,我们发现算法不公正会导致歧视性决策,但并不会增加内疚感。此外,对数据分析结果的信任会调节算法不公正对歧视的影响,并在一定程度上影响歧视性决策对内疚感的影响。然而,责任转移对这两种关系都没有调节作用。这些发现凸显了算法决策的潜在负面影响,表明有必要保持谨慎并提高认识。
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引用次数: 0
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