Information Systems Frontiers最新文献_第2页

Classifying DSS Research – A Theoretical Framework 信息系统研究分类--理论框架

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-11-04 DOI: 10.1007/s10796-024-10553-3

Rahul Kumar, Rahul Thakurta

{"title":"Classifying DSS Research – A Theoretical Framework","authors":"Rahul Kumar, Rahul Thakurta","doi":"10.1007/s10796-024-10553-3","DOIUrl":"https://doi.org/10.1007/s10796-024-10553-3","url":null,"abstract":"The domain of decision support systems (DSS), focusing on developing various systems to aid decision-making, is receiving increasing attention. The proliferation of the domain necessitates a more comprehensive categorization of DSS research towards a unified representation that can contribute to a shared understanding. We thereby resort to re-examining the DSS research to assimilate, unveil, and re-structure the DSS scholarship. We perform an automated content analysis of the abstracts to investigate the structural commonalities of the DSS articles featuring in the Scopus database and published in the last five decades. Furthermore, we supplement our findings by exploring and classifying the emergent sub-structures. For this, we resort to the scenario classification framework, which draws from information systems, human-computer interaction, and requirements engineering domains, and adapt it in the context of DSS. Our overall results led to a framework for classifying DSS research with four levels: decision environment, DS (decision support) artifact, DS application, and context. We show the framework’s applicability by systematically classifying a sample of publications shortlisted to demonstrate its usefulness.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"18 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142580523","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

Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars 跃进之前先看清！信任、不确定性和评论主题对汽车搜索和销售的影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-31 DOI: 10.1007/s10796-024-10552-4

Madhuri Prabhala, Indranil Bose

引用次数: 0

The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach 信息隐私问题对非传统监控环境下信息系统使用行为的影响：中介调节法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-30 DOI: 10.1007/s10796-024-10549-z

Jeewon Cho, Insu Park

{"title":"The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach","authors":"Jeewon Cho, Insu Park","doi":"10.1007/s10796-024-10549-z","DOIUrl":"https://doi.org/10.1007/s10796-024-10549-z","url":null,"abstract":"Electronic surveillance/monitoring has become ubiquitous in modern organizations as advanced information technology (IT) expands organizational capacity to track system users’ daily information systems (IS) activities. Although this environmental shift surrounding IS raises an important (though largely unexplored) issue of IS users’ information privacy and subsequent IS behaviors, little is known about cognitive/psychological processes and boundary conditions underlying IS users’ information privacy concerns and behaviors under the context of non-volitional workplace surveillance. Grounded on psychological reactance theory, this paper articulates how and when information privacy concerns under workplace surveillance relate to IS use behaviors (i.e., effective IS use and shadow IT use) via psychological reactance. In addition, it investigates IS procedural fairness, a contextual boundary condition. We tested a research model using two surveys (via online platforms) data collected from a sample of 301 and 302 IS users working under electronic surveillance/monitoring systems in various organizations and industries. Using moderated mediation analyses, the results of the study show that (1) psychological reactance mediates the relationship between IS users’ information privacy concerns and effective IS use and shadow IT use, respectively; and (2) IS procedural fairness acts as a boundary condition for the given mediated relationships such that the negative impacts of information privacy concerns on psychological reactance and IS behaviors are mitigated. Implications for theory and practice are discussed.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"83 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142541705","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

AI’s Impact on Sustainability Targets: A Cross-Country NCA and fsQCA Study 人工智能对可持续发展目标的影响：跨国 NCA 和 fsQCA 研究

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-24 DOI: 10.1007/s10796-024-10543-5

Pramukh Nanjundaswamy Vasist, Satish Krishnan

{"title":"AI’s Impact on Sustainability Targets: A Cross-Country NCA and fsQCA Study","authors":"Pramukh Nanjundaswamy Vasist, Satish Krishnan","doi":"10.1007/s10796-024-10543-5","DOIUrl":"https://doi.org/10.1007/s10796-024-10543-5","url":null,"abstract":"Artificial intelligence is driving significant advancements in sustainability across nations. In light of AI’s benefits, recent studies emphasize the need for nations to develop comprehensive AI strategies that prioritize achieving SDG-related objectives. However, AI development is a complex sociotechnical process, with interconnected components influencing a country’s capability in AI. Given AI’s rising strategic significance for nations, we examine how dimensions of a nation’s AI capacity converge to facilitate sustainability advances. Using a cross-country configurational analysis comprising 59 nations, we identify six necessary conditions and three distinct configurations that influence a nation’s overall progress toward achieving the SDGs. The results underscore the relatively prominent role of access infrastructure and an operating environment underpinned by AI regulations in contributing to SDG progress. The comparatively lower significance of commercial ventures and AI talent highlights that sustainability efforts of ventures such as AI start-ups must balance social and environmental aspects with economic goals, while AI talent, in conjunction with other factors such as foundational platforms, can help drive innovative AI projects to advance SDG goals. A supplementary analysis helps discern how economic development and urbanization interact with other dimensions of a nation’s AI capacity to advance sustainability endeavors. The study renews focus on sustainability in IS research and contributes to the scholarly discourse on Responsible AI and Green IS. The results also nudge AI practitioners and policymakers to prioritize their efforts in advancing progress toward SDGs, specifically exploring AI’s potential to enhance and expedite these efforts.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"194 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142488825","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

Toward the Understanding of the Appropriation of Compliance Support System in Organizations 了解合规支持系统在组织中的应用

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-24 DOI: 10.1007/s10796-024-10546-2

Sang-Soo Kim, Yong Jin Kim

引用次数: 0

Problem of Plenty? Understanding the Impact of Choice and Information Overload on Airbnb Bookings 丰富的问题？了解选择和信息过载对 Airbnb 预订的影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-21 DOI: 10.1007/s10796-024-10548-0

V Athi Karthick, Adrija Majumdar, Indranil Bose

引用次数: 0

Blockchain: Exploring its Impact on the Business Models of Australian Accounting Firms 区块链：探索区块链对澳大利亚会计师事务所业务模式的影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-19 DOI: 10.1007/s10796-024-10547-1

Maria Cadiz Dyball, Ravi Seethamraju

引用次数: 0

Navigating in Turbulent Times: Using Social Media to Examine Small and family-Owned Business Topics and Sentiments during the COVID-19 Crisis 在动荡时期航行：利用社交媒体研究 COVID-19 危机期间小型和家族企业的话题和情绪

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-18 DOI: 10.1007/s10796-024-10542-6

Shaun Meric Menezes, Ashok Kumar, Shantanu Dutta

{"title":"Navigating in Turbulent Times: Using Social Media to Examine Small and family-Owned Business Topics and Sentiments during the COVID-19 Crisis","authors":"Shaun Meric Menezes, Ashok Kumar, Shantanu Dutta","doi":"10.1007/s10796-024-10542-6","DOIUrl":"https://doi.org/10.1007/s10796-024-10542-6","url":null,"abstract":"During a crisis, small and family-owned businesses tend to experience more severe economic consequences than their larger counterparts and often lack financial resources needed to weather the challenges brought about by the crisis. To comprehend the distinct challenges and concerns of small and family-owned businesses during a major crisis, this research study focuses on the recent COVID-19 pandemic, which had a catastrophic effect on businesses and societies alike. To that effect, we address two research questions: First, what topics pertaining to small and family-owned businesses do social media users discuss during the COVID-19 pandemic? To achieve this goal, we employ the BERTopic model, a state-of-the-art technique for topic modeling, to identify and categorize prevalent themes arising from the discourse. Second, what is the impact of major government announcements on these discussions? Specifically, we study how sentiments change around a major government announcement aimed at supporting small businesses in the face of the pandemic. Our findings suggest that government announcements do not change the negative sentiments for most of the topics. This highlights the ineffectiveness of government announcements in alleviating people’s concern related to small and family-owned business and underscores the importance of a better consultation process and communication strategy by policymakers. The implications of our study transcend recent COVID-19 effects, as World Health Organization (WHO) cautions that there could be even worse health and socio-economic crises in the future, and we need to be better prepared to handle subsequent devastating effects.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"14 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142448412","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

FGI-CogViT: Fuzzy Granule-based Interpretable Cognitive Vision Transformer for Early Detection of Alzheimer’s Disease using MRI Scan Images FGI-CogViT：利用核磁共振成像扫描图像早期检测阿尔茨海默病的基于模糊颗粒的可解释认知视觉转换器

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-15 DOI: 10.1007/s10796-024-10541-7

Anima Pramanik, Soumick Sarker, Sobhan Sarkar, Indranil Bose

{"title":"FGI-CogViT: Fuzzy Granule-based Interpretable Cognitive Vision Transformer for Early Detection of Alzheimer’s Disease using MRI Scan Images","authors":"Anima Pramanik, Soumick Sarker, Sobhan Sarkar, Indranil Bose","doi":"10.1007/s10796-024-10541-7","DOIUrl":"https://doi.org/10.1007/s10796-024-10541-7","url":null,"abstract":"Early detection of Alzheimer’s disease (AD) is crucial for timely intervention and management of this debilitating neurodegenerative disorder. However, it demands further serious attention. State-of-the-art vision transformers for multi-class AD detection techniques cannot handle the uncertainty issue arising between various stages of AD. Moreover, AD identification based on magnetic resonance imaging (MRI) scans is likewise computationally expensive. Further, vision transformers used in AD detection often suffer from a lack of interpretability of results. To address these issues, a new vision transformer, namely Fuzzy Granule-based Interpretable Cognitive Vision Transformer (FGI-CogViT) is developed. It has three parts, namely feature extraction, fuzzy logic-based granulation, and I-CogViT-based classification. Various vision and statistical features are computed over the MRI scan image(s). The statistical features are used to obtain the disease-prone regions in terms of fuzzy granules. In these regions, uncertainty may arise among the different stages of AD. Fuzzy logic-based rules are defined to obtain the crisp granules. Instead of considering the entire image, statistical features corresponding to the crisp granules are added with vision features for classification tasks through the I-CogViT that consists of three modules, namely residual network, traditional vision transformer, and classification network. These characteristics improve the speed and accuracy of FGI-CogViT. It synergizes the robust feature extraction capabilities of vision transformers with cognitive computing principles, aiming to augment the model’s interpretability. The efficacy of the FGI-CogViT has been demonstrated over 6,460 MRI scan images. Results reveal that FGI-CogViT outperforms some state-of-the-art. Furthermore, robustness checking and statistical significance testing support the findings.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"85 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142440235","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

The Impact of Cultural Dimensions and Quality of Life on Smartphone Addiction and Employee Performance: The Moderating Role of Quality of Life 文化维度和生活质量对智能手机成瘾和员工绩效的影响：生活质量的调节作用

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-10-02 DOI: 10.1007/s10796-024-10544-4

Khaled Alshare, Murad Moqbel, Mohammad I. Merhi, Valerie Bartelt, Maliha Alam

{"title":"The Impact of Cultural Dimensions and Quality of Life on Smartphone Addiction and Employee Performance: The Moderating Role of Quality of Life","authors":"Khaled Alshare, Murad Moqbel, Mohammad I. Merhi, Valerie Bartelt, Maliha Alam","doi":"10.1007/s10796-024-10544-4","DOIUrl":"https://doi.org/10.1007/s10796-024-10544-4","url":null,"abstract":"Smartphones, while ubiquitous and beneficial, can lead to problematic use. This study investigates the intricate interplay between cultural dimensions, smartphone addiction, and employee performance. Through the lens of distraction theory, attachment Theory, coping theory combined with Hofstede's cultural dimensions, and self-regulation theory and quality of life, we examine how collectivism, individualism, uncertainty avoidance, and masculinity cultural dimensions influence smartphone addiction and its subsequent effect on employee performance. The findings, based on data collected from 233 employees at a major medical center in the Midwest region of the USA and employing structural equation modeling, reveal a significant cultural influence on smartphone addiction, ultimately leading to a decline in performance. However, quality of life emerges as a crucial moderator, mitigating the negative impact of smartphone addiction. This research offers valuable insights for information systems scholars, highlighting the importance of cultural context in understanding smartphone addiction. Furthermore, the study equips managers with practical knowledge to address smartphone addiction within a culturally diverse workforce. By implementing strategies that enhance employee quality of life, organizations can foster a more productive and engaged work environment.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"27 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142363115","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