Information Systems Frontiers

Article	Citations
Special Issue on Bright Information and Communication Technologies in the 21st Century	435
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	271
A Bilingual Comparison of Sentiment and Topics for a Product Event on Twitter	229
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	190
Ethics and AI Issues: Old Container with New Wine?	132
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments	130
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	113
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	110
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	108
Data Analytics in Industry 4.0: A Survey	106
I Like My Anonymity: An Empirical Investigation of the Effect of Multidimensional Review Text and Role Anonymity on Helpfulness of Employer Reviews	99
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	94
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions	93
Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey	92
Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users	85
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	83
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	80
Speeding Up Reachability Queries in Public Transport Networks Using Graph Partitioning	77
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	72
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	70
Editorial: Special Issue on “Bright ICT: Security, Privacy and Risk Issues”	68
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	67
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	65
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	64
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	64

Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	64
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	63
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	62
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness	61
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	60
Design and Implementation of an IIoT Driven Information System: A Case Study	60
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	60
TGV: A Visualization Tool for Temporal Property Graph Databases	59
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	57
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	54
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	54
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	53
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	52
Advances on Data Management and Information Systems	51
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	50
Importance of IT and Role Identities in Information Systems Infusion	49
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	48
Maximal Mixed-Drove Co-occurrence Patterns	46
Comparison of Semantic Similarity Models on Constrained Scenarios	46
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	45
Identity and Status: When Counterspeech Increases Hate Speech Reporting and Why	45
Continuance Intention of Mobile Payment: TTF Model with Trust in an African Context	42
Future Industry Internet of Things with Zero-trust Security	42
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	41
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	40
Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project	40
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	38
Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection	38
An Empirical Investigation on Business Analytics in Software and Systems Development Projects	38
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	37
Cyber-risk Management Framework for Online Gaming Firms: an Artificial Neural Network Approach	35
Deep Reinforcement Learning-Based Robot Exploration for Constructing Map of Unknown Environment	34
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	34
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	33
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	33
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	32
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	32
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	32
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	31
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation	30
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	30
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study	30
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	30
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	30
Examining Client-Vendor Relationship in the Outsourcing of a Work Environment Virtualisation: An Activity Theory Perspective	29
The Collaborative Interaction with Pokémon-Go Robot uses Augmented Reality technology for Increasing the Intentions of Patronizing Hospitality	29
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	29
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	28
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	28
Understanding Online Music Piracy Behavior via Private Communication Channels	28

Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	28
Work Systems in the Indian Information Technology (IT) Industry Delivering Artificial Intelligence (AI) Solutions and the Challenges of Work from Home	28
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	28
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	27
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	26
Organizational Structure for the IT Department: Profit Center or Cost Center?	26
User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse	25
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	25
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	24
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	24
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	23
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	23
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	23
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	22
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	22
The Impact of Revenue Models on Anti-Counterfeiting Measures for Online Intermediaries	22
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	21
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	21
An AI-based Decision Support System for Predicting Mental Health Disorders	21
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	21
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	20
Responsible AI for Digital Health: a Synthesis and a Research Agenda	20
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	19
Is Cybersecurity a Social Responsibility?	19
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	18
Correction to: Bridging the Digital Divide in Ethnic Minority Older Adults: an Organisational Qualitative Study	18
Classifying DSS Research – A Theoretical Framework	17
Sustainable Development Through Technological Innovations and Data Analytics	17
iGen User (over) Attachment to Social Media: Reframing the Policy Intervention Conversation	17
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	17
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	16
Security among UPFs belonging to Different 5G/B5G/6G Networks	16
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	16
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	16
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations	16
Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	15
Between Handholding and Hand-held Devices: Marketing Through Smartphone Innovation and Women’s Entrepreneurship in Post Conflict Economies in Times of Crisis	15
Key Factors in Achieving Service Level Agreements (SLA) for Information Technology (IT) Incident Resolution	15
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	15
Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19	15
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study	15
Emerging Enabling Technologies for Industry 4.0 and Beyond	15
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	15
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India	14
What Affects User Experience of Shared Mobility Services? Insights from Integrating Signaling Theory and Value Framework	14
Blazing the Trail: Considering Browsing Path Dependence in Online Service Response Strategy	14
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	14
Cost-based Optimization of Multistore Query Plans	14
How Does the Color Palette Affect the Pricing of Abstract Paintings?	14
Tapping vs. Scrolling: Effects of Different Content Acquisition Modes on Content Consumption	14
Does Social Capital Arise from Enterprise or Public Social Media Use? A Model of Social Media Antecedents and Consequences	14
Unlocking the Potential of Smart Technologies: Addressing Adoption Challenges	13
Responsible Artificial Intelligence (AI) for Digital Health and Medical Analytics	13
A Role-Based Administrative Model for Administration of Heterogeneous Access Control Policies and its Security Analysis	13
Sustainable Development and Corporate Profitability: Data Mining Approach	13
Application and Adoption of Emerging Technologies: From AI to Metaverse	13
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation	13
Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes	12
A Task-Technology-Identity Fit Model of Smartwatch Utilisation and User Satisfaction: A Hybrid SEM-Neural Network Approach	12
Highlighting the Importance of Intentional Aspects in Data Narrative Crafting Processes	12
An Empirical Examination of Organizational Commitment Across Psychological Contract Matching Patterns in Information Technology Outsourcing (ITO)	12
The Effects of Intimacy and Proactivity on Trust in Human-Humanoid Robot Interaction	12
The Mediating Role of Absorptive Capability Between the Effect of Organizational Internalization Through Social Media on Open Inbound Innovation	12
Different IT Projects, but the same Conflicts. Action Research During IT Deployment	12
A Multi-Criteria Decision-Making Framework to Evaluate the Impact of Industry 5.0 Technologies: Case Study, Lessons Learned, Challenges and Future Directions	12
Detecting Cybersecurity Threats: The Role of the Recency and Risk Compensating Effects	12
Reimagining Higher Education: Navigating the Challenges of Generative AI Adoption	12
Understanding the Drivers of Industry 4.0 Technologies to Enhance Supply Chain Sustainability: Insights from the Agri-Food Industry	11
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis	11
Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective	11
Mining Patient-Generated Content for Medication Relations and Transition Network to Predict the Rankings and Volumes of Different Medications	10
Consumers’ Willingness to Use Mobile Payments in Micro Business Transactions: Differences in Demographic Factors	10
Factors Affecting Big Data Analytics Adoption in Small and Medium Enterprises	10
Fake news on Social Media: the Impact on Society	9
Development and Usability Testing of Virtual Reality (VR)-Based Reminiscence Therapy for People with Dementia	9
Responsible Digital: Co-Creating Safe, Wise and Secure Digital Interventions with Vulnerable Groups	9
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	9
Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars	9
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	9
Correction to: Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	9

Multidimensional Author Profiling for Social Business Intelligence	9
Banking the Unbanked: Conceptualizing Success of the Business Correspondent Model	9
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning	9
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption	9
Toward the Understanding of the Appropriation of Compliance Support System in Organizations	9
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis	8
Sustainability with Limited Data: A Novel Predictive Analytics Approach for Forecasting CO2 Emissions	8
Designing Personality-Adaptive Conversational Agents for Mental Health Care	8
Achieving Food Supply Chain Resilience During Natural Disasters Through Industry 5.0 Enablers—Empirical Insights Based on an FsQCA Approach	8
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications	8
Addressing Knowledge Gaps in ITSM Practice with “Learning Digital Commons”: A Case Study	8
How Do Users Feel When They Use Artificial Intelligence for Decision Making? A Framework for Assessing Users’ Perception	8
Digital Strategies for Engendering Resilient, Adaptive, and Entrepreneurial Agility: A Configurational Perspective	8
Information Privacy Behaviors during the COVID-19 Pandemic: Focusing on the Restaurant Context	8
Advances in Secure Knowledge Management in the Artificial Intelligence Era	8
Integrating the IT Use Literature: Construct Validity and a Holistic Nomological Framework	8
Computing Approximate Global Symmetry of Complex Networks with Application to Brain Lateral Symmetry	8
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model	7
Knowledge Sharing in an Insurance Collaborative Supply Chains Network: A Social Network Perspective	7
Being Responsible in Cybersecurity: A Multi-Layered Perspective	7
To Subsidize Or Not to Subsidize: A Comparison of Market Scoring Rules and Continuous Double Auctions for Price Discovery	7
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic	7
Using the Anchoring Effect and the Cultural Dimensions Theory to Study Customers’ Online Rating Behaviors	7
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	7
Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	7
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	7
Remote Working and Task Innovativeness – an Integrated Resource Based View and Antecedent-Behaviour-Consequence Perspective	7
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	7
Using Multi-Factor Authentication for Online Account Security: Examining the Influence of Anticipated Regret	7
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	7
Impact of Game Design Elements on Actual Usage vs Future Use Intentions of Mobile Payment App Users: A Motivation Based Approach	6
Ontology-Based Approach for the Measurement of Privacy Disclosure	6
Features Selection for Credit Risk Prediction Problem	6
Online Users’ Identity Theft and Coping Strategies, Attribution and Sense of Urgency: A Non-Linear Quadratic Effect Assessment	6
Monitoring Framework for the Performance Evaluation of an IoT Platform with Elasticsearch and Apache Kafka	6
Service Re-Selection for Disruptive Events in Mobile Environments: A Heuristic Technique for Decision Support at Runtime	6
Value of Original and Generated Ultrasound Data Towards Training Robust Classifiers for Breast Cancer Identification	6
Relationship Quality in Customer-service Robot Interactions in Industry 5.0: An Analysis of Value Recipes	6
Identifying Structural Holes for Sentiment Classification	6
Modelling forest fire dynamics using conditional variational autoencoders	6
Digital Platform Continuance During the Great Resignation: Evidence from Knowledge Workers in Europe and Africa	6
Multi-level Team Assignment in Social Business Processes: An Algorithm and Simulation Study	6
Hyperledger Fabric-Powered Network Slicing Handover Authentication	6
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection	6
Unfreezing the Freelancers: Investigating the Strategy of Digital Platform-Based Instant Messaging Communication in Increasing Freelancers’ Response in Gig Economy	5
Cashless Japan: Unlocking Influential Risk on Mobile Payment Service	5
ICT-Based Country-Level Determinants of Social Media Diffusion	5
Combating Fake News Using Implementation Intentions	5
A Framework of Environmental, Personal, and Behavioral Factors of Adult Learning in Online Communities of Practice	5
The Emerging Liquid IT Workforce: Theorizing Their Personal Competitive Advantage	5
Management of National eID Infrastructure as a State-Critical Asset and Public-private Partnership: Learning from the Case of Estonia	5
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers	5
Corporate Users’ Attachment to Social Networking Sites: Examining the Role of Social Capital and Perceived Benefits	5
From Groups to Communities: A Resource Mobilization Theory Perspective on the Emergence of Communities	5
Mining Data Wrangling Workflows for Design Patterns Discovery and Specification	5
Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory	5
Adoption of Blockchain E-Voting Service: Digital Literacy as a Mediating Mechanism	5
Digital Resilience Through Training Protocols: Learning To Identify Fake News On Social Media	5
Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in beyond 5G Networks	5
Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain	5
A Confirmation Bias View on Social Media Induced Polarisation During Covid-19	5
Designing and Managing Human-AI Interactions	5
Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks	5
Beyond Borders: Evaluating the Impact of Health Information Exchange on Resource Utilization in the United Arab Emirates – A Longitudinal Study	5
Analysis of the Cryptographic Algorithms in IoT Communications	5
The Impact of Cultural Dimensions and Quality of Life on Smartphone Addiction and Employee Performance: The Moderating Role of Quality of Life	5
The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach	4
Cloud, IoT and Data Science	4
Exploiting Shared Sub-Expression and Materialized View Reuse for Multi-Query Optimization	4
A Deep Learning based Scalable and Adaptive Feature Extraction Framework for Medical Images	4
What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors	4
Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability	4
Emotional and Informational Dynamics in Question-Response Pairs in Online Health Communities: A Multimodal Deep Learning Approach	4
Strategies for Master Data Management: A Case Study of an International Hearing Healthcare Company	4
Leveraging Greenhouse Gas Emissions Traceability in the Groundnut Supply Chain: Blockchain-Enabled Off-Chain Machine Learning as a Driver of Sustainability	4
Adopting Learning Analytics to Inform Postgraduate Curriculum Design: Recommendations and Research Agenda	4
Digital Sustainability for Energy-Efficient Behaviours: A User Representation and Touchpoint Model	4
Artificial Intelligence Capability and Firm Performance: A Sustainable Development Perspective by the Mediating Role of Data-Driven Culture	4
The Co-construct/ Co-evolving Process between Organization’s Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice	4
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	4
Unraveling Prosumption Behavior for Online Reviews during Environmental Uncertainty: A Stimulus-Response Perspective	4
Correction to: Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	4
AI in the Organizational Nexus: Building Trust, Cementing Commitment, and Evolving Psychological Contracts	4
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach	4
Correction to: Reskilling and Upskilling the Future‑ready Workforce for Industry 4.0 and Beyond	4
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter	4
Towards Industry 5.0 Challenges for The Textile and Apparel Supply Chain for The Smart, Sustainable, and Collaborative Industry in Emerging Economies	4
Operational Performance Evaluation of E-government Microblogs Under Emergencies Based on a DEA Method	4