OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems Frontiers is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Special Issue on Bright Information and Communication Technologies in the 21st Century	455
Competing in the Digital Economy: The Influence of Information Visibility on Corporate Entrepreneurship	437
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	171
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	145
Ethics and AI Issues: Old Container with New Wine?	140
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	134
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	117
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions	114
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	96
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments	85
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	84
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	74
Whose Investment Advice Do You Follow? Studying the Effect of Author Attributes on Using Social Media Stock Opinions To Predict Stock Performance	72
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	72
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	71
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	65
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	62
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	61
Factors Affecting Behavioural Intention to Use Generative Artificial Intelligence Tool: A Multigroup Analysis	58
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	57
Reading Between the Lines: Detecting Corporate Financial Fraud Using Multi-dimensional Textual Features	57
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	57
When Algorithms Tell Their Story: Turning Execution Traces into Explanatory Videos by Means of a Trustworthy Architecture Based on Parse Trees	50
Design and Implementation of an IIoT Driven Information System: A Case Study	49
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	49

Sustainable through Digital – A Research Agenda for Digital Social Innovation	49
TGV: A Visualization Tool for Temporal Property Graph Databases	47
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	47
Do AI Markets Drive Financial Performance in Chinese Banks? A Quantum-Inspired (QI) MCDM Approach	47
A Three-level Framework for LLM-enhanced Explainable AI: From Technical Explanations to Natural Language	47
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	47
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	45
Prediction of Financial Distress for Chinese Listed Manufacturing Companies given Uncertain Financial Accounting Data Environments	45
Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda	44
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	43
Comparison of Semantic Similarity Models on Constrained Scenarios	43
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	43
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	41
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	40
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	37
Maximal Mixed-Drove Co-occurrence Patterns	37
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	36
Importance of IT and Role Identities in Information Systems Infusion	36
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	34
Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter	33
Multi-Perspective Fusion Graph Model for Financial Distress Prediction of Listed Companies	31
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	31
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	30
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	30
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	29
5G Native Network Function for False Base Station Detection Using Machine Learning Technique	27
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	27
Blockchain-Based Secure Data Sharing Among Vehicles in 5G-Enabled Vehicular Fog Computing	27
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	27
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	25
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	24
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study	24
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	24
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	24
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings	24
Digital Responsibility in Metaverse Platforms: A Policy Perspective	24
Understanding the Influence of Data Breaches on Patients’ Willingness to Share Protected Health Information: A Mixed Methods Study of a Construals Privacy Calculus Perspective	22
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	22
Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms	21
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	21
The Role of Explainability In AI-Driven Financial Decision Making	21
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	21
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	20
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation	20
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	19
Understanding Online Music Piracy Behavior via Private Communication Channels	19
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	18
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	18
From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification	18
Artificial Intelligence in Sustainable Finance and Accounting: a Bibliometric Analysis and Future Research Agenda	18

Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	18
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	17
A Theoretical Framework of the Structure of Augmented Creativity	17
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	17
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	17
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	17
Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction	17
A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving	16
Unifying Explainable Agency Via a Ladder of Intentions	16
Generative AI Health Assistants in Modern Healthcare: Drivers and Barriers to Adoption	16
RF-SVM: Robust Injection Attack Detection Using Random Forest Feature Selector and Support Vector Machine Classifier for Secure Network Systems	16
The Present and Future of Accountability for AI Systems: A Bibliometric Analysis	16
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	16
GenAI and Digital Inclusion: Application Creativity of GenAI in Marginalized Communities	16
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	15
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	15
An AI-based Decision Support System for Predicting Mental Health Disorders	15
An Explainable AI Multi-Agent Recommender System for Financial Document Access Control	15
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	14
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	14
Security among UPFs belonging to Different 5G/B5G/6G Networks	14
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	14
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	13
Tabloids, Fake News, and the Overton Window: The COP Model on News Consumption in Uncertain Times	13
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	13
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations	13
Classifying DSS Research – A Theoretical Framework	13
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	13
Application and Adoption of Emerging Technologies: From AI to Metaverse	12
Profitability of Machine Learning Models in Forecasting the S&P 500 Index	12
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	12
Tapping vs. Scrolling: Effects of Different Content Acquisition Modes on Content Consumption	12
Driving Sustainability: Unravelling the Dynamics of User Engagement on Organization Generated Social Media Content on Electric Vehicles	12
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	12
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	12
Sustainable Development Through Technological Innovations and Data Analytics	12
Is Cybersecurity a Social Responsibility?	12
Cost-based Optimization of Multistore Query Plans	11
Responsible Artificial Intelligence (AI) for Digital Health and Medical Analytics	11
Does Social Capital Arise from Enterprise or Public Social Media Use? A Model of Social Media Antecedents and Consequences	11
Blockchain Empowered Metaverse: Enhancing User Engagement through Trust, Collaboration, Authenticity, And Governance	11
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India	11
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation	11
What Affects User Experience of Shared Mobility Services? Insights from Integrating Signaling Theory and Value Framework	11
Unraveling the Privacy Paradox: a Comprehensive Review of Factors Behind the Discrepancy in Online Concerns and Disclosure Behavior	11