Information Systems Frontiers

Article	Citations
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	404
Special Issue on Bright Information and Communication Technologies in the 21st Century	244
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	211
I Like My Anonymity: An Empirical Investigation of the Effect of Multidimensional Review Text and Role Anonymity on Helpfulness of Employer Reviews	185
A Bilingual Comparison of Sentiment and Topics for a Product Event on Twitter	125
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	121
Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users	107
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	104
Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey	104
Ethics and AI Issues: Old Container with New Wine?	98
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	92
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	89
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	87
Data Analytics in Industry 4.0: A Survey	86
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	81
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	76
Speeding Up Reachability Queries in Public Transport Networks Using Graph Partitioning	74
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	73
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	72
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	69
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	66
Editorial: Special Issue on “Bright ICT: Security, Privacy and Risk Issues”	65
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	62
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	61
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	61

A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	59
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	59
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	57
Advances on Data Management and Information Systems	57
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	56
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	56
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness	55
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	55
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	54
TGV: A Visualization Tool for Temporal Property Graph Databases	54
Design and Implementation of an IIoT Driven Information System: A Case Study	54
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	52
Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project	50
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	47
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	46
An Empirical Investigation on Business Analytics in Software and Systems Development Projects	45
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	44
Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection	42
Continuance Intention of Mobile Payment: TTF Model with Trust in an African Context	41
Future Industry Internet of Things with Zero-trust Security	39
Comparison of Semantic Similarity Models on Constrained Scenarios	39
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	38
Identity and Status: When Counterspeech Increases Hate Speech Reporting and Why	38
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	38
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	37
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	35
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	34
Cyber-risk Management Framework for Online Gaming Firms: an Artificial Neural Network Approach	33
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	33
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	33
Deep Reinforcement Learning-Based Robot Exploration for Constructing Map of Unknown Environment	32
Bridging the Digital Divide in Ethnic Minority Older Adults: an Organisational Qualitative Study	31
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	31
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	30
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	30
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	30
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	30
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	30
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	30
Examining Client-Vendor Relationship in the Outsourcing of a Work Environment Virtualisation: An Activity Theory Perspective	29
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study	29
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	29
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	29
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	29
Work Systems in the Indian Information Technology (IT) Industry Delivering Artificial Intelligence (AI) Solutions and the Challenges of Work from Home	28
Organizational Structure for the IT Department: Profit Center or Cost Center?	27
The Collaborative Interaction with Pokémon-Go Robot uses Augmented Reality technology for Increasing the Intentions of Patronizing Hospitality	27

User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse	26
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	26
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	26
Understanding Online Music Piracy Behavior via Private Communication Channels	26
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	25
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	25
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	25
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	25
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	25
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	24
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	23
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	22
The Impact of Revenue Models on Anti-Counterfeiting Measures for Online Intermediaries	22
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	21
An AI-based Decision Support System for Predicting Mental Health Disorders	21
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	21
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	20
Responsible AI for Digital Health: a Synthesis and a Research Agenda	20
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	20
Correction to: Bridging the Digital Divide in Ethnic Minority Older Adults: an Organisational Qualitative Study	19
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	19
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
iGen User (over) Attachment to Social Media: Reframing the Policy Intervention Conversation	18
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	18
Key Factors in Achieving Service Level Agreements (SLA) for Information Technology (IT) Incident Resolution	17
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	17
Sustainable Development Through Technological Innovations and Data Analytics	17
Classifying DSS Research – A Theoretical Framework	17
Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19	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
Security among UPFs belonging to Different 5G/B5G/6G Networks	16
Emerging Enabling Technologies for Industry 4.0 and Beyond	16
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	16
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	15
Between Handholding and Hand-held Devices: Marketing Through Smartphone Innovation and Women’s Entrepreneurship in Post Conflict Economies in Times of Crisis	15
Blazing the Trail: Considering Browsing Path Dependence in Online Service Response Strategy	15
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	15
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study	15
How Does the Color Palette Affect the Pricing of Abstract Paintings?	15
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India	15
Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	15
Unlocking the Potential of Smart Technologies: Addressing Adoption Challenges	15
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation	15
Responsible Artificial Intelligence (AI) for Digital Health and Medical Analytics	14
What Affects User Experience of Shared Mobility Services? Insights from Integrating Signaling Theory and Value Framework	14
Application and Adoption of Emerging Technologies: From AI to Metaverse	14
Cost-based Optimization of Multistore Query Plans	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
Different IT Projects, but the same Conflicts. Action Research During IT Deployment	13
An Empirical Examination of Organizational Commitment Across Psychological Contract Matching Patterns in Information Technology Outsourcing (ITO)	13
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	13
Reimagining Higher Education: Navigating the Challenges of Generative AI Adoption	13
The Optimal Configuration of IT-Enabled Dynamic Capabilities in a firm’s Capabilities Portfolio: a Strategic Alignment Perspective	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
Detecting Cybersecurity Threats: The Role of the Recency and Risk Compensating Effects	12
Highlighting the Importance of Intentional Aspects in Data Narrative Crafting Processes	12
Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes	12
The Mediating Role of Absorptive Capability Between the Effect of Organizational Internalization Through Social Media on Open Inbound Innovation	12
Understanding the Drivers of Industry 4.0 Technologies to Enhance Supply Chain Sustainability: Insights from the Agri-Food Industry	12
Correction to: Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	11
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis	11
A Task-Technology-Identity Fit Model of Smartwatch Utilisation and User Satisfaction: A Hybrid SEM-Neural Network Approach	11
Factors Affecting Big Data Analytics Adoption in Small and Medium Enterprises	11
A Multi-Criteria Decision-Making Framework to Evaluate the Impact of Industry 5.0 Technologies: Case Study, Lessons Learned, Challenges and Future Directions	11
Mining Patient-Generated Content for Medication Relations and Transition Network to Predict the Rankings and Volumes of Different Medications	11
Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective	11
The Effects of Intimacy and Proactivity on Trust in Human-Humanoid Robot Interaction	11
Toward the Understanding of the Appropriation of Compliance Support System in Organizations	10
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption	10
Multidimensional Author Profiling for Social Business Intelligence	10
Consumers’ Willingness to Use Mobile Payments in Micro Business Transactions: Differences in Demographic Factors	10
Banking the Unbanked: Conceptualizing Success of the Business Correspondent Model	9
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
Addressing Knowledge Gaps in ITSM Practice with “Learning Digital Commons”: A Case Study	9

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