Information Systems Frontiers最新文献_第8页

Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model 通过人工智能能力成熟度模型了解人工智能的扩散

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-23 DOI: 10.1007/s10796-024-10528-4

Hans Fredrik Hansen, Elise Lillesund, Patrick Mikalef, Νajwa Altwaijry

{"title":"Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model","authors":"Hans Fredrik Hansen, Elise Lillesund, Patrick Mikalef, Νajwa Altwaijry","doi":"10.1007/s10796-024-10528-4","DOIUrl":"https://doi.org/10.1007/s10796-024-10528-4","url":null,"abstract":"The recent advancements in the field of Artificial Intelligence (AI) have sparked a renewed interest in how organizations can potentially leverage and gain value from these technologies. Despite the considerable hype around AI, recent reports indicate that a very small number of organizations have managed to successfully implement these technologies in their operations. While many early studies and consultancy-based reports point to factors that enable adoption, there is a growing understanding that adoption of AI is rather more of a process of maturity. Building on this more nuanced approach of adoption, this study focuses on the diffusion of AI through a maturity lens. To explore this process, we conducted a two-phased qualitative case study to explore how organizations diffuse AI in their operations. During the first phase, we conducted interviews with AI experts to gain insight into the process of diffusion as well as some of the key challenges faced by organizations. During the second phase, we collected data from three organizations that were at different stages of AI diffusion. Based on the synthesis of the results and a cross-case analysis, we developed a capability maturity model for AI diffusion (AICMM), which was then validated and tested. The results highlight that AI diffusion introduces some common challenges along the path of diffusion as well as some ways to mitigate them. From a research perspective, our results show that there are some core tasks associated with early AI diffusion that gradually evolve as the maturity of projects grows. For professionals, we present tools for identifying the current state of maturity and providing some practical guidelines on how to further implement AI technologies in their operations to generate business value.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"42 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142042704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

When Your Thing Won’t Behave: Security Governance in the Internet of Things 当你的东西不听话时：物联网的安全治理

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-22 DOI: 10.1007/s10796-024-10511-z

Martin Brennecke, Gilbert Fridgen, Jan Jöhnk, Sven Radszuwill, Johannes Sedlmeir

{"title":"When Your Thing Won’t Behave: Security Governance in the Internet of Things","authors":"Martin Brennecke, Gilbert Fridgen, Jan Jöhnk, Sven Radszuwill, Johannes Sedlmeir","doi":"10.1007/s10796-024-10511-z","DOIUrl":"https://doi.org/10.1007/s10796-024-10511-z","url":null,"abstract":"In the Internet of Things (IoT), interconnected smart things enable new products and services in cyber-physical systems. Yet, smart things not only inherit information technology (IT) security risks from their digital components, but they may also aggravate them through the use of technology platforms (TPs). In the context of the IoT, TPs describe a tangible (e.g., hardware) or intangible (e.g., software and standards) general-purpose technology that is shared between different models of smart things. While TPs are evolving rapidly owing to their functional and economic benefits, this is partly to the detriment of security, as several recent IoT security incidents demonstrate. We address this problem by formalizing the situation’s dynamics with an established risk quantification approach from platforms in the automotive industry, namely a Bernoulli mixture model. We outline and discuss the implications of relevant parameters for security risks of TP use in the IoT, i.e., correlation and heterogeneity, vulnerability probability and conformity costs, exploit probability and non-conformity costs, as well as TP connectivity. We argue that these parameters should be considered in IoT governance decisions and delineate prescriptive governance implications, identifying potential counter-measures at the individual, organizational, and regulatory levels.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142022250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Dynamic Capabilities for the Twin Transformation Climb: A Capability Maturity Model 双转型攀登的动态能力：能力成熟度模型

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-08 DOI: 10.1007/s10796-024-10520-y

Katharina Breiter, Carlotta Crome, Anna Maria Oberländer, Feline Schnaak

{"title":"Dynamic Capabilities for the Twin Transformation Climb: A Capability Maturity Model","authors":"Katharina Breiter, Carlotta Crome, Anna Maria Oberländer, Feline Schnaak","doi":"10.1007/s10796-024-10520-y","DOIUrl":"https://doi.org/10.1007/s10796-024-10520-y","url":null,"abstract":"Digital transformation and sustainability transformation are at the top of organizations’ agendas to remain competitive. While guidance on both transformations exists separately, even more research on integrating digital and sustainability transformation, namely twin transformation, is required. Specifically, deeper knowledge about relevant twin transformation capabilities and progress is needed for effective implementation. To enhance the understanding and provide corresponding guidance, we developed a twin transformation capability maturity model focusing on dynamic capabilities required to realize twin transformation based on a structured literature review and interviews with 13 experts. Further, we demonstrated its use with a technology service provider. Our contribution is twofold: First, accounting for organizations’ twin transformation starting points in terms of their digitalization and sustainability experience and expertise, we reveal three pathways to becoming a twin transformer. Second, our work provides an overview of 45 relevant twin transformation capabilities structured along six capability dimensions and four maturity stages. Our work also provides relevant practical implications supporting organizations in assessing their twin transformation maturity building the foundation for targeted capability development.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"56 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141904580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

How Does Performance-Based Monetary Incentive Influence Cyberloafing’s Effects on Task Performance? 基于绩效的金钱激励如何影响网络游离对任务绩效的影响？

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-08 DOI: 10.1007/s10796-024-10525-7

Jungwon Kuem, Yixin Zhang

{"title":"How Does Performance-Based Monetary Incentive Influence Cyberloafing’s Effects on Task Performance?","authors":"Jungwon Kuem, Yixin Zhang","doi":"10.1007/s10796-024-10525-7","DOIUrl":"https://doi.org/10.1007/s10796-024-10525-7","url":null,"abstract":"With the widespread use of computers and the internet in the workplace, computer use for personal reasons during work time, or cyberloafing, has become quite common. Without a clear understanding of the consequences of cyberloafing, practitioners cannot properly design an IT policy aimed at managing employees' cyberloafing. This study aims to develop and test a model of the relationship between cyberloafing and task performance. Specifically, we attempt to demonstrate how performance-based monetary incentives and time change the role of cyberloafing in task performance. Drawing on the theory of goal setting and the capacity theory of attention, we developed research hypotheses on how cyberloafing interacts with incentives and time to influence task performance. To test the hypotheses, we conducted five 2 × 2 experiments repeatedly on 189 subjects. The results of hierarchical linear modeling showed that although cyberloafing generally worsened task performance, this relationship varied with performance-based monetary incentives. Incentives significantly diminished the negative effect of cyberloafing on task performance. However, as our theory predicted, the moderating effect of incentives decreased over time. More specifically, we found that the two-way interaction between cyberloafing and incentives was in effect during earlier phases but gradually disappeared over time. This study contributes to IS research and practice by providing valuable insights into the role of cyberloafing in task performance and how this relationship changes over time with the option of performance-based monetary incentives.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"21 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Impact of Perceived Barriers of Electronic Health Information Exchange on Physician’s Use of EHR: A Normalisation Process Theory Approach 电子健康信息交换的认知障碍对医生使用电子健康记录的影响：规范化过程理论方法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-07 DOI: 10.1007/s10796-024-10524-8

Avijit Sengupta, Anik Mukherjee, Debra VanderMeer

引用次数: 0

Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis 医疗数字化中组织间和组织内因素的影响：条件中介分析

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-07 DOI: 10.1007/s10796-024-10522-w

Prasanta Kumar Pattanaik, Shivam Gupta, Ashis K. Pani, Urmii Himanshu, Ilias O. Pappas

{"title":"Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis","authors":"Prasanta Kumar Pattanaik, Shivam Gupta, Ashis K. Pani, Urmii Himanshu, Ilias O. Pappas","doi":"10.1007/s10796-024-10522-w","DOIUrl":"https://doi.org/10.1007/s10796-024-10522-w","url":null,"abstract":"Digitalization of the healthcare industry is a major trend and focus worldwide. It has the capability to improve the quality of care, reduce costs, and increase accessibility. India’s Healthcare Vision 2030 serves as a driving force compelling healthcare organization in India to embrace digitalization in their operations and services. We surveyed Indian healthcare employees to provide a comprehensive understanding of how external factors impact an organization's internal resources towards successful adoption of healthcare digitalization. The integration of three theoretical perspectives Institutional Theory (IP), Resource-Based View (RBV), and Absorptive Capacity Theory (ACT)) enables a more holistic and intricacies view. Our results emphasize that healthcare digital transformation requires more than just investment and time. Neglecting to respond to external pressures can lead to limited outcomes in digitalization efforts. It necessitates the presence of an appropriate organizational culture, accompanied by strong belief and support from top management.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"21 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141899784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

You recommend, I trust: the interactive self-presentation strategies for social media influencers to build authenticity perception in short video scenes 你推荐，我信任：社交媒体影响者在短视频场景中建立真实性认知的互动自我展示策略

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-06 DOI: 10.1007/s10796-024-10523-9

Nan Zhang, Chenhan Ruan, Xiwen Wang

{"title":"You recommend, I trust: the interactive self-presentation strategies for social media influencers to build authenticity perception in short video scenes","authors":"Nan Zhang, Chenhan Ruan, Xiwen Wang","doi":"10.1007/s10796-024-10523-9","DOIUrl":"https://doi.org/10.1007/s10796-024-10523-9","url":null,"abstract":"Short video represents a novel form of social media with rich vividness and sociability, facilitating social media influencers’ (SMIs) self-presentations and endorsements. While SMIs become primary information sources through short videos, they also face challenges such as high return rates and consumer distrust. This research investigates how SMIs can effectively achieve authenticity through the design of self-presentation strategies, specifically focusing on credibility and attractiveness from a source-effect perspective. Across three studies, this research demonstrates that: (1) both credibility and attractiveness positively increase SMIs’ authenticity perception, mediated by para-social interaction; (2) credibility and attractiveness exhibit a negative interactive relationship; (3) the substitutability of credibility and attractiveness varies depending on the type of SMIs (informative vs. entertainment). This research contributes to the literature on short-video information processing and consumer attitudes toward SMIs based on authenticity building.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"125 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141895462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Leveraging Greenhouse Gas Emissions Traceability in the Groundnut Supply Chain: Blockchain-Enabled Off-Chain Machine Learning as a Driver of Sustainability 利用落花生供应链中的温室气体排放可追溯性：区块链支持的链外机器学习推动可持续性发展

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-07-30 DOI: 10.1007/s10796-024-10514-w

Zakaria El Hathat, V. G. Venkatesh, V. Raja Sreedharan, Tarik Zouadi, Arunmozhi Manimuthu, Yangyan Shi, S. Srivatsa Srinivas

{"title":"Leveraging Greenhouse Gas Emissions Traceability in the Groundnut Supply Chain: Blockchain-Enabled Off-Chain Machine Learning as a Driver of Sustainability","authors":"Zakaria El Hathat, V. G. Venkatesh, V. Raja Sreedharan, Tarik Zouadi, Arunmozhi Manimuthu, Yangyan Shi, S. Srivatsa Srinivas","doi":"10.1007/s10796-024-10514-w","DOIUrl":"https://doi.org/10.1007/s10796-024-10514-w","url":null,"abstract":"As emphasized in multiple United Nations (UN) reports, sustainable agriculture, a key goal in the UN Sustainable Development Goals (SDGs), calls for dedicated efforts and innovative solutions. In this study, greenhouse gas (GHG) emissions in the groundnut supply chain from the region of Diourbel & Niakhar, Senegal, to the port of Dakar are investigated. The groundnut supply chain is divided into three steps: cultivation, harvesting, and processing/shipping. This work adheres to UN guidelines, addressing the imperative for sustainable agriculture by applying machine learning-based predictive modeling (MLPMs) utilizing the FAOSTAT and EDGAR databases. Additionally, it provides a novel approach using blockchain-enabled off-chain machine learning through smart contracts built on Hyperledger Fabric to secure GHG emissions storage and machine learning’s predictive analytics from fraud and enhance transparency and data security. This study also develops a decision-making dashboard to provide actionable insights for GHG emissions reduction strategies across the groundnut supply chain.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"18 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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

Machine Learning Algorithms for Pricing End-of-Life Remanufactured Laptops 为报废改制笔记本电脑定价的机器学习算法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-07-29 DOI: 10.1007/s10796-024-10515-9

Gokce Baysal Turkolmez, Zakaria El Hathat, Nachiappan Subramanian, Saravanan Kuppusamy, V. Raja Sreedharan

引用次数: 0

Sustainability with Limited Data: A Novel Predictive Analytics Approach for Forecasting CO2 Emissions 利用有限数据实现可持续性：预测二氧化碳排放量的新型预测分析方法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-07-23 DOI: 10.1007/s10796-024-10516-8

Christos K. Filelis-Papadopoulos, Samuel N. Kirshner, Philip O’Reilly

引用次数: 0