Information Systems Frontiers最新文献_第10页

Consumers’ Financial Distress: Prediction and Prescription Using Interpretable Machine Learning 消费者的财务困境：利用可解释的机器学习进行预测和开药方

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-06-11 DOI: 10.1007/s10796-024-10501-1

Hendrik de Waal, Serge Nyawa, Samuel Fosso Wamba

引用次数: 0

A Mixed-Integer Formulation for the Simultaneous Input Selection and Outlier Filtering in Soft Sensor Training 软传感器训练中同时进行输入选择和离群值过滤的混合整数公式

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-06-07 DOI: 10.1007/s10796-024-10492-z

Hasan Sildir, Onur Can Boy, Sahin Sarrafi

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Trust, Risk, Privacy and Security in e-Government Use: Insights from a MASEM Analysis 电子政务使用中的信任、风险、隐私和安全：来自 MASEM 分析的启示

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-06-05 DOI: 10.1007/s10796-024-10497-8

Parul Gupta, Apeksha Hooda, Anand Jeyaraj, Jonathan J.M. Seddon, Yogesh K. Dwivedi

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Efficiently Labeling and Retrieving Temporal Anomalies in Relational Databases 高效标记和检索关系数据库中的时间异常点

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-31 DOI: 10.1007/s10796-024-10495-w

Christina Khnaisser, Hind Hamrouni, David B. Blumenthal, Anton Dignös, Johann Gamper

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Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture 制造企业对大数据分析的采用：数据驱动文化的权变作用

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-27 DOI: 10.1007/s10796-024-10491-0

Priveena Thanabalan, Ali Vafaei-Zadeh, Haniruzila Hanifah, T. Ramayah

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The Role of E-participation, Human Capital, and Corruption-Free on Environmental Performance 电子参与、人力资本和无腐败对环境绩效的作用

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-20 DOI: 10.1007/s10796-024-10493-y

Mohammad I. Merhi, Punit Ahluwalia

{"title":"The Role of E-participation, Human Capital, and Corruption-Free on Environmental Performance","authors":"Mohammad I. Merhi, Punit Ahluwalia","doi":"10.1007/s10796-024-10493-y","DOIUrl":"https://doi.org/10.1007/s10796-024-10493-y","url":null,"abstract":"There are many concerns at the global level about environmental performance. The United Nations has created a framework for measuring national development goals that enable environmental sustainability. This paper examines the relationships between technological and social factors as enablers of environmental performance and draws from technological determinism and human agency paradigms. It fills an important gap in the literature by empirically examining the hypothesized relationships. The specific examined factors are online service (maturity and quality), IT infrastructure, e-participation, corruption-free, and human capital. Environmental performance is the dependent variable. These factors are relevant to ten of the seventeen goals that the United Nations set in their SDG framework. The hypotheses are tested and validated using secondary data collected by reputable global institutions and PLS-SEM analytical procedures. The results indicate that technology can enable environmental performance directly and indirectly through e-participation. We also found that e-participation influences corruption-free and human capital that positively impact environmental performance. This paper provides significant implications for research and practice.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"17 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141069494","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

Qualitative Insights into Organizational Value Creation: Decoding Characteristics of Metaverse Platforms 组织价值创造的定性洞察：解码 Metaverse 平台的特征

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-15 DOI: 10.1007/s10796-024-10494-x

Fabian Tingelhoff, Raphael Schultheiss, Sofia Marlena Schöbel, Jan Marco Leimeister

{"title":"Qualitative Insights into Organizational Value Creation: Decoding Characteristics of Metaverse Platforms","authors":"Fabian Tingelhoff, Raphael Schultheiss, Sofia Marlena Schöbel, Jan Marco Leimeister","doi":"10.1007/s10796-024-10494-x","DOIUrl":"https://doi.org/10.1007/s10796-024-10494-x","url":null,"abstract":"The significance of metaverse platforms is growing in both research and practical applications. To utilize the chances and opportunities metaverse platforms offer, research and practice must understand how these platforms create value, which has not been adequately explored. Our research explores the characteristics of metaverse platforms that facilitate value creation for organizations in both B2B and B2C sectors. Employing a qualitative inductive approach, we conducted 15 interviews with decision-makers from international corporations active in the metaverse. We identified 26 metaverse platform characteristics, which we categorized into six dimensions based on the DeLone and McLean Information Systems success model. Subsequently, we provide examples to illustrate the application of these identified characteristics within metaverse platforms. This study contributes to the academic discourse by uncovering the characteristics that shape the competitive landscape of emerging metaverse platforms. Leveraging these characteristics may offer metaverse providers a competitive edge in attracting complementary organizations to their platforms.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"29 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140924988","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

Exploring Information Technology Capabilities from Multiple Aspects of the Resource-Based Theory 从资源基础理论的多个方面探索信息技术能力

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-08 DOI: 10.1007/s10796-024-10490-1

Cheng-Hao Steve Chen, Gordon Liu, Gelareh Roushan, Bang Nguyen

{"title":"Exploring Information Technology Capabilities from Multiple Aspects of the Resource-Based Theory","authors":"Cheng-Hao Steve Chen, Gordon Liu, Gelareh Roushan, Bang Nguyen","doi":"10.1007/s10796-024-10490-1","DOIUrl":"https://doi.org/10.1007/s10796-024-10490-1","url":null,"abstract":"This study elucidates the nature of information technology (IT) capabilities by developing an integrated framework that expounds upon the hierarchy inherent within IT capabilities. This research uses qualitative interviews with 64 IT professionals grounded in the resource-based theory to delineate three layers of IT capabilities. At the foundational level, IT capabilities reflect firms’ IT-related assets, encompassing IT infrastructure, informational, and enabled assets that are valuable, rare, and inimitable. Higher up, firms’ IT capabilities manifest through competence in organising these IT-related assets effectively. Operational IT competence is instrumental in mobilising and deploying each IT-related asset, while dynamic IT capabilities represent firms’ capacity to reconfigure and assimilate various operational IT competencies. This research contributes to the field by providing an integrative theoretical understanding of how IT capabilities are formed. The proposed model addresses fragmentation in the existing literature, facilitating the development of more cohesive, evidence-based strategies for generating business value from IT.\u0000","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"12 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140881260","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

A Robust Rating Aggregation Method based on Rater Group Trustworthiness for Collusive Disturbance 一种基于评分者群体可信度的稳健评分聚合方法，可应对串通干扰

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-06 DOI: 10.1007/s10796-024-10489-8

Huan Zhu, Yu Xiao, Dongmei Chen, Jun Wu

{"title":"A Robust Rating Aggregation Method based on Rater Group Trustworthiness for Collusive Disturbance","authors":"Huan Zhu, Yu Xiao, Dongmei Chen, Jun Wu","doi":"10.1007/s10796-024-10489-8","DOIUrl":"https://doi.org/10.1007/s10796-024-10489-8","url":null,"abstract":"Rating can be obligatory for many tasks, such as film recommendation, hotel rating, and product evaluation. Aggregating ratings given by numerous raters is a necessary and effective way to obtain comprehensive evaluation of the objects. While the awareness of potential distortion for some of the targeted objects, has attracted substantial attention of researchers and motivated the designing of the robust rating aggregation method to overcome the impact of disturbance from ignorant/malicious raters in practice. In this paper, we focus on rating aggregation with collusive disturbance, which is hard to be eliminated and invalidate traditional rating aggregation methods. Therefore, we will introduce the idea of detecting collusive group into rating aggregation to develop a new method, called robust rating aggregation method based on rater group trustworthiness (RGT), which obtains four main modules: Graph Mapping, Rater Group Detection, Group Trustworthiness Calculating, and Rating Aggregation. Experimental results and analyses demonstrate that our method is more robust to collusive disturbance than other traditional methods.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"17 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140845643","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

Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications 数字扫盲、可持续发展和辐射监管：政策与信息系统的影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-05-06 DOI: 10.1007/s10796-024-10488-9

Farid Gasmi, Paul Noumba Um, Laura Recuero Virto, Peter Saba

{"title":"Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications","authors":"Farid Gasmi, Paul Noumba Um, Laura Recuero Virto, Peter Saba","doi":"10.1007/s10796-024-10488-9","DOIUrl":"https://doi.org/10.1007/s10796-024-10488-9","url":null,"abstract":"This paper explores the convergence of development economics, regulatory policies, and public health considerations within the field of Information Systems (IS) research, focusing specifically on 5G and 6G mobile technologies. Despite the widespread deployment of these technologies and their potential health implications, there is a limited understanding in IS literature on why countries adopt varying thresholds for radiation regulation. Our study, analyzing data from 124 countries, uncovered an inverted U-shaped relationship between digital literacy and the rigidity of radiation regulation. This finding reveals that nations with lower digital literacy levels tend to enforce stricter regulations, whereas those with higher literacy levels adopt more relaxed policies. By highlighting how digital literacy, a critical aspect of the digital divide, significantly influences regulatory frameworks in telecommunications, this study contributes to filling the gap in IS research. This underscores the necessity of informed and transparent regulatory decision making, especially in countries with diverse levels of digital literacy. Calling for a multidisciplinary approach to policy formulation, our work enriches the broader discourse in IS research, underlining the pivotal role of digital literacy in shaping both the access and regulatory landscapes of emerging technologies.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"46 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140845470","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