首页 > 最新文献

Information & Management最新文献

英文 中文
Fostering information security compliance as organizational citizenship behavior 将促进信息安全合规作为组织公民行为
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-29 DOI: 10.1016/j.im.2024.103968
Ali Vedadi , Merrill Warkentin , Detmar W. Straub , Jordan Shropshire

Information security is heightened when employees develop a strong sense of information stewardship for information assets, a form of organizational citizenship behavior, suggesting that compliance should be perceived as a symbiotic relationship between organizations and employees. We conducted a field study by collecting multi-source, match-paired survey data from 487 employees paired with their supervisor's ratings. Results showed that affective commitment, job satisfaction, perceived organizational support, and social influence were positively related to compliance behavior. This research contributes to the information security literature by showing that employees with strong organizational bond are more likely to exhibit higher levels of security policy compliance.

当员工对信息资产产生强烈的信息管理意识(一种组织公民行为)时,信息安全就会得到加强,这表明合规应被视为组织与员工之间的一种共生关系。我们开展了一项实地研究,收集了 487 名员工的多源匹配调查数据,并将其与主管的评分进行配对。结果显示,情感承诺、工作满意度、感知组织支持和社会影响与遵纪守法行为呈正相关。这项研究表明,拥有强大组织纽带的员工更有可能表现出更高水平的安全政策合规性,从而为信息安全文献做出了贡献。
{"title":"Fostering information security compliance as organizational citizenship behavior","authors":"Ali Vedadi ,&nbsp;Merrill Warkentin ,&nbsp;Detmar W. Straub ,&nbsp;Jordan Shropshire","doi":"10.1016/j.im.2024.103968","DOIUrl":"https://doi.org/10.1016/j.im.2024.103968","url":null,"abstract":"<div><p>Information security is heightened when employees develop a strong sense of information stewardship for information assets, a form of organizational citizenship behavior, suggesting that compliance should be perceived as a symbiotic relationship between organizations and employees. We conducted a field study by collecting multi-source, match-paired survey data from 487 employees paired with their supervisor's ratings. Results showed that affective commitment, job satisfaction, perceived organizational support, and social influence were positively related to compliance behavior. This research contributes to the information security literature by showing that employees with strong organizational bond are more likely to exhibit higher levels of security policy compliance.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 5","pages":"Article 103968"},"PeriodicalIF":9.9,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141078037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Facilitating the comprehension of business process models for unexperienced modelers using token-based animations 利用基于标记的动画,帮助没有经验的建模人员理解业务流程模型
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-28 DOI: 10.1016/j.im.2024.103967
Ilia Maslov, Stephan Poelmans

Process models are structured representations of workflows in an organization that provide a powerful tool for facilitating communication and process redesign or improvement. Model comprehension is challenging for beginning modelers. This study scrutinizes the effect of token-animated process models on novice modelers’ comprehension in an experiment with 229 participants. The study is grounded in the theory of distributed cognition as well as other cognition theories. The results confirm the significant impact of token-animated models on comprehension. Several individual characteristics were found to be important as well. Given that the animations were well accepted, token animation can be considered a resourceful technique for pragmatic and educational purposes.

流程模型是组织中工作流程的结构化表示,是促进沟通和流程重新设计或改进的有力工具。对于初学建模者来说,理解模型是一项挑战。本研究在一项有 229 名参与者参加的实验中,仔细研究了令牌动画流程模型对新手建模者理解能力的影响。研究以分布式认知理论和其他认知理论为基础。结果证实了令牌动画模型对理解能力的重大影响。研究还发现了一些重要的个体特征。鉴于动画被广泛接受,令牌动画可被视为一种用于实用和教育目的的有用技术。
{"title":"Facilitating the comprehension of business process models for unexperienced modelers using token-based animations","authors":"Ilia Maslov,&nbsp;Stephan Poelmans","doi":"10.1016/j.im.2024.103967","DOIUrl":"10.1016/j.im.2024.103967","url":null,"abstract":"<div><p>Process models are structured representations of workflows in an organization that provide a powerful tool for facilitating communication and process redesign or improvement. Model comprehension is challenging for beginning modelers. This study scrutinizes the effect of token-animated process models on novice modelers’ comprehension in an experiment with 229 participants. The study is grounded in the theory of distributed cognition as well as other cognition theories. The results confirm the significant impact of token-animated models on comprehension. Several individual characteristics were found to be important as well. Given that the animations were well accepted, token animation can be considered a resourceful technique for pragmatic and educational purposes.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 5","pages":"Article 103967"},"PeriodicalIF":9.9,"publicationDate":"2024-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141195415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform 黄金分割谬误:吸引力中等的面孔预示着众筹平台上的资金较少
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-25 DOI: 10.1016/j.im.2024.103963
Cai Yang , Zhi Yang , Wei Zhou , Peng Du , Chongyu Lu

We examine the effects of facial attractiveness stereotyping in reward-based crowdfunding decisions. Our findings indicate that to a certain extent, a project creator's facial attractiveness is a valid heuristic cue that influences the evaluation of the project's future potential. Based on a large dataset, we propose a U-shaped relationship between project creators’ facial attractiveness and crowdfunding performance. The results imply that potential backers believe that projects initiated by creators whose facial attractiveness is either high or low (vs. medium) have greater future potential, leading to better crowdfunding performance. Additionally, we find that the effects of attractiveness are moderated by the narrative person used in the project introduction and by project updates on the project's progress schedule. Specifically, the U-shaped effect is stronger when attractive (vs. less attractive) project creators describe their projects in first- (vs. third-) person narration, and the effects of facial attractiveness are also enhanced by project updates. Our findings suggest that facial attractiveness is an actionable funding tool, thereby extending our understanding of the complex effect of facial attractiveness in funding.

我们研究了面部吸引力刻板印象在基于回报的众筹决策中的影响。我们的研究结果表明,在一定程度上,项目创建者的面部吸引力是一种有效的启发式线索,会影响对项目未来潜力的评估。基于一个大型数据集,我们提出了项目创建者的面部吸引力与众筹绩效之间的 U 型关系。结果表明,潜在支持者认为由面部吸引力较高或较低(相对于中等)的创作者发起的项目具有更大的未来潜力,从而导致更好的众筹表现。此外,我们还发现,吸引力的影响会受到项目介绍中使用的叙述人和项目进度表上的项目更新的调节。具体来说,当有吸引力(相对于吸引力较低)的项目创建者以第一人称(相对于第三人称)叙述他们的项目时,U 型效应会更强,而且项目更新也会增强面部吸引力的效应。我们的研究结果表明,面部吸引力是一种可操作的融资工具,从而扩展了我们对面部吸引力在融资中的复杂效应的理解。
{"title":"The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform","authors":"Cai Yang ,&nbsp;Zhi Yang ,&nbsp;Wei Zhou ,&nbsp;Peng Du ,&nbsp;Chongyu Lu","doi":"10.1016/j.im.2024.103963","DOIUrl":"10.1016/j.im.2024.103963","url":null,"abstract":"<div><p>We examine the effects of facial attractiveness stereotyping in reward-based crowdfunding decisions. Our findings indicate that to a certain extent, a project creator's facial attractiveness is a valid heuristic cue that influences the evaluation of the project's future potential. Based on a large dataset, we propose a U-shaped relationship between project creators’ facial attractiveness and crowdfunding performance. The results imply that potential backers believe that projects initiated by creators whose facial attractiveness is either high or low (vs. medium) have greater future potential, leading to better crowdfunding performance. Additionally, we find that the effects of attractiveness are moderated by the narrative person used in the project introduction and by project updates on the project's progress schedule. Specifically, the U-shaped effect is stronger when attractive (vs. less attractive) project creators describe their projects in first- (vs. third-) person narration, and the effects of facial attractiveness are also enhanced by project updates. Our findings suggest that facial attractiveness is an actionable funding tool, thereby extending our understanding of the complex effect of facial attractiveness in funding.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 5","pages":"Article 103963"},"PeriodicalIF":9.9,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140761217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using smart and connected health services to cope with pandemics: The interaction effects of event and coping appraisals 利用智能互联医疗服务应对大流行病:事件和应对评估的交互效应
IF 8.2 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-24 DOI: 10.1016/j.im.2024.103964

Pandemics like COVID-19 disrupt conventional healthcare services, pushing toward smart and connected health solutions including mobile healthcare applications. However, the dynamics of disruptive events influencing smart health service adoption are not well-understood. By incorporating the concept of event disruption into cognitive appraisal theory, this paper develops a research model on how individuals’ event appraisals (event disruption and event threat) interact with coping appraisals (response efficacy and self-efficacy) of smart and connected health services in driving their future usage of smart and connected health services as a coping method. We tested the model using a mixed-methods approach with quantitative and qualitative data. First, we conducted an online survey to collect quantitative data from individuals with experience in using smart and connected health services. The results showed that the moderating effect of the cognitive appraisals of an external event stimulated the usage of smart and connected health services. We then collected archival qualitative data via multiple social media platforms during the COVID-19 pandemic to cross-validate the results of the quantitative study. Implications for theory and practice are discussed.

像 COVID-19 这样的大流行病颠覆了传统的医疗服务,推动了包括移动医疗应用在内的智能互联医疗解决方案的发展。然而,人们对影响智能医疗服务采用的破坏性事件的动态并不十分了解。通过将事件干扰的概念纳入认知评价理论,本文建立了一个研究模型,探讨个体对智能互联医疗服务的事件评价(事件干扰和事件威胁)如何与应对评价(应对效能和自我效能)相互作用,从而推动他们在未来使用智能互联医疗服务作为一种应对方法。我们采用定量和定性数据的混合方法对该模型进行了测试。首先,我们开展了一项在线调查,从具有智能互联医疗服务使用经验的个人那里收集定量数据。结果表明,外部事件认知评价的调节作用刺激了智能互联医疗服务的使用。随后,我们通过多个社交媒体平台收集了 COVID-19 大流行期间的档案定性数据,以交叉验证定量研究的结果。本文讨论了该研究对理论和实践的启示。
{"title":"Using smart and connected health services to cope with pandemics: The interaction effects of event and coping appraisals","authors":"","doi":"10.1016/j.im.2024.103964","DOIUrl":"10.1016/j.im.2024.103964","url":null,"abstract":"<div><p><span><span>Pandemics like COVID-19 disrupt conventional healthcare services, pushing toward smart and connected health solutions including mobile healthcare applications. However, the dynamics of disruptive events influencing smart health service adoption are not well-understood. By incorporating the concept of event disruption into cognitive appraisal theory, this paper develops a research model on how individuals’ </span>event appraisals<span> (event disruption and event threat) interact with coping appraisals (response efficacy and self-efficacy) of smart and connected health services in driving their future usage of smart and connected health services as a coping method. We tested the model using a mixed-methods approach with quantitative and qualitative data. First, we conducted an online survey to collect quantitative data<span> from individuals with experience in using smart and connected health services. The results showed that the moderating effect of the cognitive appraisals of an external event stimulated the usage of smart and connected health services. We then collected archival qualitative data via multiple social media platforms during the COVID-19 pandemic to cross-validate the results of the </span></span></span>quantitative study. Implications for theory and practice are discussed.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 7","pages":"Article 103964"},"PeriodicalIF":8.2,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140758170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding the nature of information interdependencies and developing control portfolios for modularized information systems development projects 了解信息相互依赖的性质,为模块化信息系统开发项目制定控制组合
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-09 DOI: 10.1016/j.im.2024.103962
Maduka Subasinghage , Darshana Sedera , Shirish C. Srivastava

For better governance, information systems development (ISD) projects are often decomposed ex ante, using client requirements, to create self-contained modules. Following such a modular approach allows independent and efficient structuring of ISD project work. However, given the integrated nature of ISD work, maintaining information flows across the different modules within ISD projects is essential. Through an in-depth examination of six ISD projects, we discover four types of requirements information interdependencies across ISD project modules. Next, we identify appropriate control portfolios for governing the different types of inter-modular requirements information interdependencies. Results indicate that different types of requirements information interdependencies necessitate governance through varying control portfolios. Our study contributes to the ISD literature by identifying the nuanced mechanisms through which requirements information interdependencies could be better governed by applying appropriate control portfolios. Our study also offers significant practical implications for ISD project governance.

为了更好地进行管理,信息系统开发(ISD)项目往往事先根据客户的要求进行分解,以创建自成一体的模块。采用这种模块化方法可以独立、高效地组织 ISD 项目工作。然而,鉴于 ISD 工作的综合性质,保持 ISD 项目内不同模块之间的信息流是至关重要的。通过对六个综合服务部项目的深入研究,我们发现了四种类型的综合服务部项目模块之间的需求信息相互依存关系。接下来,我们为管理不同类型的模块间需求信息相互依赖关系确定了适当的控制组合。结果表明,不同类型的需求信息相互依赖需要通过不同的控制组合进行管理。我们的研究通过确定细微的机制,应用适当的控制组合来更好地治理需求信息相互依赖关系,从而为基础设施服务部的文献做出了贡献。我们的研究还对 ISD 项目管理具有重要的实际意义。
{"title":"Understanding the nature of information interdependencies and developing control portfolios for modularized information systems development projects","authors":"Maduka Subasinghage ,&nbsp;Darshana Sedera ,&nbsp;Shirish C. Srivastava","doi":"10.1016/j.im.2024.103962","DOIUrl":"https://doi.org/10.1016/j.im.2024.103962","url":null,"abstract":"<div><p>For better governance, information systems development (ISD) projects are often decomposed ex ante, using client requirements, to create self-contained modules. Following such a modular approach allows independent and efficient structuring of ISD project work. However, given the integrated nature of ISD work, maintaining information flows across the different modules within ISD projects is essential. Through an in-depth examination of six ISD projects, we discover four types of requirements information interdependencies across ISD project modules. Next, we identify appropriate control portfolios for governing the different types of inter-modular requirements information interdependencies. Results indicate that different types of requirements information interdependencies necessitate governance through varying control portfolios. Our study contributes to the ISD literature by identifying the nuanced mechanisms through which requirements information interdependencies could be better governed by applying appropriate control portfolios. Our study also offers significant practical implications for ISD project governance.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103962"},"PeriodicalIF":9.9,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378720624000442/pdfft?md5=131a6a843f020d158123b9a62c797e25&pid=1-s2.0-S0378720624000442-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140631517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Beyond a technological tool: How a platform as a meta-organization enables a successful public service project in China 超越技术工具:作为元组织的平台如何在中国促成一个成功的公共服务项目
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-08 DOI: 10.1016/j.im.2024.103956
Zhe Zhu , Nan Zhang , Felix Ter Chian Tan

Successful public service projects are few. An extreme case in this study shows that the performance of a public service project in Beijing adopting a platform not only meets but goes beyond the expectations of the policy designer. Existing studies on platforms focus on the impact of a platform from a static perspective in information systems studies, but have not investigated the transformational process where a platform was built and functioned. A platform development and governance model was developed. Our findings suggest that in a public service project, (1) working as a technological tool, the platform built through contextual pressures, authorized and technological capacities of multiple stakeholders affected the roles of the government and social sector entities, and then reorganized the services to reduce corruption risks and standardized actions to better serve the people; and (2) working as a meta-organization, the platform was built through the authorized and link-building capacities of stakeholders. It integrated multiple stakeholders to better serve the people and calmed conflicts and catalyzed innovations to build norms to regulate actions and offer better service. The above governance factors promoted the multi-oriented performance of the project. In the course of generating the grounded model, we clarify the key factors in the dynamic process of how a platform works.

成功的公共服务项目很少。本研究中的一个极端案例表明,北京采用平台的公共服务项目的绩效不仅达到了政策设计者的预期,而且超出了预期。现有关于平台的研究侧重于从信息系统研究的静态角度探讨平台的影响,但没有研究平台建立和运作的转型过程。我们开发了一个平台开发和治理模型。我们的研究结果表明,在一个公共服务项目中,(1) 平台作为一种技术工具,通过背景压力、多方利益相关者的授权和技术能力来影响政府和社会部门实体的角色,然后重组服务,以降低腐败风险并规范行动,从而更好地为人民服务;(2) 平台作为一个元组织,通过利益相关者的授权和建立联系的能力来建立。该平台整合了多个利益相关方,以更好地服务于人民,并平息冲突,促进创新,以建立规范,规范行动,提供更好的服务。上述治理因素促进了该项目的多向绩效。在生成基础模型的过程中,我们明确了平台运作动态过程中的关键因素。
{"title":"Beyond a technological tool: How a platform as a meta-organization enables a successful public service project in China","authors":"Zhe Zhu ,&nbsp;Nan Zhang ,&nbsp;Felix Ter Chian Tan","doi":"10.1016/j.im.2024.103956","DOIUrl":"https://doi.org/10.1016/j.im.2024.103956","url":null,"abstract":"<div><p>Successful public service projects are few. An extreme case in this study shows that the performance of a public service project in Beijing adopting a platform not only meets but goes beyond the expectations of the policy designer. Existing studies on platforms focus on the impact of a platform from a static perspective in information systems studies, but have not investigated the transformational process where a platform was built and functioned. A platform development and governance model was developed. Our findings suggest that in a public service project, (1) working as a technological tool, the platform built through contextual pressures, authorized and technological capacities of multiple stakeholders affected the roles of the government and social sector entities, and then reorganized the services to reduce corruption risks and standardized actions to better serve the people; and (2) working as a meta-organization, the platform was built through the authorized and link-building capacities of stakeholders. It integrated multiple stakeholders to better serve the people and calmed conflicts and catalyzed innovations to build norms to regulate actions and offer better service. The above governance factors promoted the multi-oriented performance of the project. In the course of generating the grounded model, we clarify the key factors in the dynamic process of how a platform works.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103956"},"PeriodicalIF":9.9,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140605142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ranking hotel products by integrating online ratings from multiple platforms 通过整合多个平台的在线评分对酒店产品进行排名
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-08 DOI: 10.1016/j.im.2024.103959
Xianli Wu , Huchang Liao , Eric W.T. Ngai

The proliferation of third-party platforms has led to the same product or service appearing across multiple platforms. To facilitate consumers' purchase decisions, it is essential to rank products based on online ratings from various platforms. However, ranking such products poses challenges due to discrepancies across platforms. In this paper, we propose a model for ranking products based on the evidential reasoning approach. The proposed model aims to overcome these challenges by determining a finite set of possible hypotheses, with the power set containing all possible subsets and a basic probability assignment (BPA) based on the distribution of ratings on a given platform. The model then calculates the weight of each platform and adjusts the BPA using the importance discounting method. It combines discounted BPAs using the proportional conflict redistribution rule number 5. The belief structure is then transferred into a score to rank alternatives. Finally, we validate our model by ranking hotels in Hong Kong, China, collected from popular platforms such as TripAdvisor, Agoda, Booking.com, Expedia, and Trip.com. Our case study demonstrates that our model leverages evidence combination to neutralize inconsistent information across platforms and maintain consistent opinions.

第三方平台的激增导致同一产品或服务出现在多个平台上。为了方便消费者做出购买决策,必须根据不同平台的在线评分对产品进行排名。然而,由于各平台之间存在差异,对此类产品进行排名是一项挑战。本文提出了一种基于证据推理方法的产品排名模型。所提出的模型旨在通过确定有限的可能假设集来克服这些挑战,其中幂集包含所有可能的子集和基于给定平台上评分分布的基本概率分配(BPA)。然后,该模型计算每个平台的权重,并使用重要性折扣法调整 BPA。它使用第 5 号比例冲突再分配规则将折算后的 BPA 结合起来。然后将信念结构转化为分数,对备选方案进行排序。最后,我们通过对 TripAdvisor、Agoda、Booking.com、Expedia 和 Trip.com 等热门平台上的中国香港酒店进行排名来验证我们的模型。我们的案例研究表明,我们的模型利用证据组合来中和平台间不一致的信息,并保持意见的一致性。
{"title":"Ranking hotel products by integrating online ratings from multiple platforms","authors":"Xianli Wu ,&nbsp;Huchang Liao ,&nbsp;Eric W.T. Ngai","doi":"10.1016/j.im.2024.103959","DOIUrl":"https://doi.org/10.1016/j.im.2024.103959","url":null,"abstract":"<div><p>The proliferation of third-party platforms has led to the same product or service appearing across multiple platforms. To facilitate consumers' purchase decisions, it is essential to rank products based on online ratings from various platforms. However, ranking such products poses challenges due to discrepancies across platforms. In this paper, we propose a model for ranking products based on the evidential reasoning approach. The proposed model aims to overcome these challenges by determining a finite set of possible hypotheses, with the power set containing all possible subsets and a basic probability assignment (BPA) based on the distribution of ratings on a given platform. The model then calculates the weight of each platform and adjusts the BPA using the importance discounting method. It combines discounted BPAs using the proportional conflict redistribution rule number 5. The belief structure is then transferred into a score to rank alternatives. Finally, we validate our model by ranking hotels in Hong Kong, China, collected from popular platforms such as TripAdvisor, Agoda, Booking.com, Expedia, and Trip.com. Our case study demonstrates that our model leverages evidence combination to neutralize inconsistent information across platforms and maintain consistent opinions.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103959"},"PeriodicalIF":9.9,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140558351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resistance to artificial intelligence in health care: Literature review, conceptual framework, and research agenda 医疗保健领域对人工智能的抵触情绪:文献综述、概念框架和研究议程
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-04 DOI: 10.1016/j.im.2024.103961
Yikai Yang , Eric W.T. Ngai , Lei Wang

Resistance has historically been considered a salient obstacle to the implementation of information systems, including healthcare information technology. However, artificial intelligence in health care (AIH) reshapes the relationships among technologies, physicians, and patients, and the nature of resistance has thus been transformed. To gain a comprehensive understanding of this phenomenon, this study systematically examines resistance to AIH across health care providers and recipients by reviewing 94 articles. Combining innovation resistance theory and the sociotechnical perspective, we develop an overarching framework to synthesize research and provide agendas for future research. This study constitutes an initial guideline for understanding resistance to AIH.

阻力历来被认为是实施信息系统(包括医疗信息技术)的一个突出障碍。然而,医疗保健中的人工智能(AIH)重塑了技术、医生和患者之间的关系,阻力的性质也因此发生了变化。为了全面了解这一现象,本研究通过查阅 94 篇文章,系统地研究了医疗服务提供者和接受者对人工智能医疗的抵制。结合创新阻力理论和社会技术视角,我们建立了一个总体框架,以综合各项研究并为未来研究提供议程。本研究为了解人工智能医疗的阻力提供了初步指导。
{"title":"Resistance to artificial intelligence in health care: Literature review, conceptual framework, and research agenda","authors":"Yikai Yang ,&nbsp;Eric W.T. Ngai ,&nbsp;Lei Wang","doi":"10.1016/j.im.2024.103961","DOIUrl":"https://doi.org/10.1016/j.im.2024.103961","url":null,"abstract":"<div><p>Resistance has historically been considered a salient obstacle to the implementation of information systems, including healthcare information technology. However, artificial intelligence in health care (AIH) reshapes the relationships among technologies, physicians, and patients, and the nature of resistance has thus been transformed. To gain a comprehensive understanding of this phenomenon, this study systematically examines resistance to AIH across health care providers and recipients by reviewing 94 articles. Combining innovation resistance theory and the sociotechnical perspective, we develop an overarching framework to synthesize research and provide agendas for future research. This study constitutes an initial guideline for understanding resistance to AIH.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103961"},"PeriodicalIF":9.9,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140555272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category 数字生态系统利基中的巨大收益:促进者如何出现并发展成为一个组织类别
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-03 DOI: 10.1016/j.im.2024.103957
Hui Fu , Xiong-Hui Xiao , Hong-Ming Zhu

The digital entrepreneurial ecosystem is a complex and dynamic network of entrepreneurs, businesses, institutions, and systems that use digital technology to interact with one another. It is conducive to the creation, development, and sustainment of innovation in digital ventures. However, the building blocks of any digital entrepreneurial ecosystem remain loosely integrated and under-orchestrated in the early stages of its evolution. The entrepreneurial organizations that act as matchmakers and transaction catalysts have thus come to play significant roles in digital entrepreneurial ecosystems’ functioning, but the understanding of these roles remains relatively limited. Through an in-depth qualitative study of the organizational category observed within multi-channel network (MCN) organizations, a new type of intermediary role was identified and conceptualized as that of a facilitator in live streaming e-commerce, a new role in the digital entrepreneurial ecosystem. The findings suggest that the category emergence of facilitators is based on resource orchestration in the dimensions of people, goods, and scenes, enabled by three primary mechanisms: “novelty perception” (for category awareness), “exemplar projection” (for category scalability), and “structure shaping” (for category recognizability). The theoretical framework developed through this research contributes to the emergence of a new organizational category in the context of the digital economy, as well as offering practical guidance for the category strategy for venture growth in the digital entrepreneurial ecosystem.

数字创业生态系统是一个由企业家、企业、机构和系统组成的复杂而动态的网络,它们利用数字技术相互影响。它有利于数字创业创新的创造、发展和持续。然而,任何数字创业生态系统的构件在其发展的早期阶段都是松散整合和协调不足的。因此,充当撮合者和交易催化剂的创业组织在数字创业生态系统的运作中扮演着重要角色,但人们对这些角色的了解仍然相对有限。通过对多渠道网络(MCN)组织内观察到的组织类别进行深入的定性研究,发现了一种新型中介角色,并将其概念化为流媒体直播电子商务中的促进者,这是数字创业生态系统中的一种新角色。研究结果表明,促进者这一类别的出现是基于人、商品和场景等维度的资源协调,并由三种主要机制促成:"新奇感"(类别认知)、"典范投射"(类别可扩展性)和 "结构塑造"(类别可识别性)。通过这项研究建立的理论框架有助于在数字经济背景下出现一种新的组织类别,并为数字创业生态系统中的风险增长类别战略提供实际指导。
{"title":"Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category","authors":"Hui Fu ,&nbsp;Xiong-Hui Xiao ,&nbsp;Hong-Ming Zhu","doi":"10.1016/j.im.2024.103957","DOIUrl":"https://doi.org/10.1016/j.im.2024.103957","url":null,"abstract":"<div><p>The digital entrepreneurial ecosystem is a complex and dynamic network of entrepreneurs, businesses, institutions, and systems that use digital technology to interact with one another. It is conducive to the creation, development, and sustainment of innovation in digital ventures. However, the building blocks of any digital entrepreneurial ecosystem remain loosely integrated and under-orchestrated in the early stages of its evolution. The entrepreneurial organizations that act as matchmakers and transaction catalysts have thus come to play significant roles in digital entrepreneurial ecosystems’ functioning, but the understanding of these roles remains relatively limited. Through an in-depth qualitative study of the organizational category observed within multi-channel network (MCN) organizations, a new type of intermediary role was identified and conceptualized as that of a <em>facilitator</em> in live streaming e-commerce, a new role in the digital entrepreneurial ecosystem. The findings suggest that the category emergence of facilitators is based on resource orchestration in the dimensions of people, goods, and scenes, enabled by three primary mechanisms: “novelty perception” (for category awareness), “exemplar projection” (for category scalability), and “structure shaping” (for category recognizability). The theoretical framework developed through this research contributes to the emergence of a new organizational category in the context of the digital economy, as well as offering practical guidance for the category strategy for venture growth in the digital entrepreneurial ecosystem.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103957"},"PeriodicalIF":9.9,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140349924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The development of a C2B2C sharing economy platform: A case study of China's Airparking C2B2C 共享经济平台的发展:中国停机坪案例研究
IF 9.9 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2024-04-03 DOI: 10.1016/j.im.2024.103960
Weihang Huang , Evelyn Ng , Barney Tan , Chunmian Ge

The emergence of the sharing economy has led to a proliferation of novel platform-based business models in recent years. A particularly prominent type of platform is the C2B2C platform, but our knowledge of the development of these platforms is limited. Through an in-depth examination of the development of Airparking, one of China's most successful parking-space-sharing platforms, our study reveals that a C2B2C platform develops in a specific sequence across three phases, with distinct required actions and developmental outcomes. We have also identified the facilitating conditions that are conducive to this process.

近年来,共享经济的出现催生了大量基于平台的新型商业模式。其中,C2B2C 平台尤为突出,但我们对这类平台发展的了解却十分有限。通过对中国最成功的停车位共享平台之一 "空中停车 "发展历程的深入研究,我们发现,C2B2C 平台的发展有其特定的顺序,分为三个阶段,每个阶段都有不同的规定动作和发展结果。我们还确定了有利于这一过程的促进条件。
{"title":"The development of a C2B2C sharing economy platform: A case study of China's Airparking","authors":"Weihang Huang ,&nbsp;Evelyn Ng ,&nbsp;Barney Tan ,&nbsp;Chunmian Ge","doi":"10.1016/j.im.2024.103960","DOIUrl":"https://doi.org/10.1016/j.im.2024.103960","url":null,"abstract":"<div><p>The emergence of the sharing economy has led to a proliferation of novel platform-based business models in recent years. A particularly prominent type of platform is the C2B2C platform, but our knowledge of the development of these platforms is limited. Through an in-depth examination of the development of Airparking, one of China's most successful parking-space-sharing platforms, our study reveals that a C2B2C platform develops in a specific sequence across three phases, with distinct required actions and developmental outcomes. We have also identified the facilitating conditions that are conducive to this process.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 4","pages":"Article 103960"},"PeriodicalIF":9.9,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140551583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Information & Management
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1