OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems Frontiers is 9. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Special Issue on Bright Information and Communication Technologies in the 21st Century	193
Competing in the Digital Economy: The Influence of Information Visibility on Corporate Entrepreneurship	151
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	139
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	133
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	105
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	97
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions	88
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments	82
How Self-Efficacy Influences Gen Z Employees’ Willingness for Hybrid Working	78
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	76
Whose Investment Advice Do You Follow? Studying the Effect of Author Attributes on Using Social Media Stock Opinions To Predict Stock Performance	72
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	68
Factors Affecting Behavioural Intention to Use Generative Artificial Intelligence Tool: A Multigroup Analysis	64
Reading Between the Lines: Detecting Corporate Financial Fraud Using Multi-dimensional Textual Features	60
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	59
Effects of Explanations in Human-AI Interaction: A Systematic Review and Framework for Future Research on Explainable AI	58
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	55
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	54
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	54
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	53
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	51
Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda	50
When Algorithms Tell Their Story: Turning Execution Traces into Explanatory Videos by Means of a Trustworthy Architecture Based on Parse Trees	43
TGV: A Visualization Tool for Temporal Property Graph Databases	42
Do AI Markets Drive Financial Performance in Chinese Banks? A Quantum-Inspired (QI) MCDM Approach	41

Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	40
Sustainable through Digital – A Research Agenda for Digital Social Innovation	40
Design and Implementation of an IIoT Driven Information System: A Case Study	40
Prediction of Financial Distress for Chinese Listed Manufacturing Companies given Uncertain Financial Accounting Data Environments	39
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	38
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	38
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	37
A Three-level Framework for LLM-enhanced Explainable AI: From Technical Explanations to Natural Language	37
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	36
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	35
Comparison of Semantic Similarity Models on Constrained Scenarios	35
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	35
Unmasking the Backfire Effect: An Exploration of Resistance to Fact-Checking in the Digital Age	34
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	31
Importance of IT and Role Identities in Information Systems Infusion	31
Maximal Mixed-Drove Co-occurrence Patterns	29
“Can Chatbots Foster Co-Creation in Collaborative Holiday Planning?” An Expectancy-Value Perspective	29
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	26
From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration	25
Blockchain-Based Secure Data Sharing Among Vehicles in 5G-Enabled Vehicular Fog Computing	25
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	24
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	23
Multi-Perspective Fusion Graph Model for Financial Distress Prediction of Listed Companies	23
Decoding Deepfake Perceptions: Trustworthiness, Importance and Behavioral Intention	22
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	22
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	22
The More the Better? Impact of Social Media Use on Fundraising Performance in Initial Coin Offerings	22
Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter	22
Pricing Systems for Residential Electricity Markets: Consumer Protection and Comparison of Pricing Policies	21
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	20
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	20
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings	20
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	20
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	20
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	20
5G Native Network Function for False Base Station Detection Using Machine Learning Technique	20
Understanding the Influence of Data Breaches on Patients’ Willingness to Share Protected Health Information: A Mixed Methods Study of a Construals Privacy Calculus Perspective	19
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	19
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation	19
The Role of Explainability In AI-Driven Financial Decision Making	18
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	18
Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms	18
Digital Responsibility in Metaverse Platforms: A Policy Perspective	18
Towards Conversational Dataset Retrieval: A Survey	18
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	18
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	18
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	18
How Internal Organizational Enablers Influence AI-Enabled HRM Adoption: A Dynamic Capabilities Perspective	18
Artificial Intelligence in Sustainable Finance and Accounting: a Bibliometric Analysis and Future Research Agenda	17
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	17

A Theoretical Framework of the Structure of Augmented Creativity	17
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	17
Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction	17
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	17
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	16
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	16
Understanding Online Music Piracy Behavior via Private Communication Channels	16
From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification	16
A Pyramid Vision Transformer–based Framework for Television Video Genre Classification in Multimedia Analysis	15
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	15
Unifying Explainable Agency Via a Ladder of Intentions	15
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	15
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	14
GenAI and Digital Inclusion: Application Creativity of GenAI in Marginalized Communities	14
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	14
A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving	14
Exploring the Relationship Between Human-Centric AI and firm Idiosyncratic Risks	14
RF-SVM: Robust Injection Attack Detection Using Random Forest Feature Selector and Support Vector Machine Classifier for Secure Network Systems	14
Generative AI Health Assistants in Modern Healthcare: Drivers and Barriers to Adoption	13
An Explainable AI Multi-Agent Recommender System for Financial Document Access Control	13
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	12
Driving Sustainability: Unravelling the Dynamics of User Engagement on Organization Generated Social Media Content on Electric Vehicles	12
The Present and Future of Accountability for AI Systems: A Bibliometric Analysis	12
Shaping Patient Feedback: The Role of Physicians’ Communication Cues in Online Health Communities	12
Profitability of Machine Learning Models in Forecasting the S&P 500 Index	12
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	12
Security among UPFs belonging to Different 5G/B5G/6G Networks	12
Tabloids, Fake News, and the Overton Window: The COP Model on News Consumption in Uncertain Times	11
The Dual Quest for Interpretability and Performance in Credit Scoring via Spline-Rule Ensembles	11
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	11
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	11
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations	11
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	11
Classifying DSS Research – A Theoretical Framework	11
Is Cybersecurity a Social Responsibility?	10
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	10
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	10
Sustainable Development Through Technological Innovations and Data Analytics	10
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	10
Tourist Archtypes: Performing the Digital “Self”	10
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	10
Cost-based Optimization of Multistore Query Plans	9
Blockchain Empowered Metaverse: Enhancing User Engagement through Trust, Collaboration, Authenticity, And Governance	9
What is the Creative Value of AI Hallucinations? Insights from Generative AI use in Educational Contexts	9
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees	9
Unraveling the Privacy Paradox: a Comprehensive Review of Factors Behind the Discrepancy in Online Concerns and Disclosure Behavior	9
Tapping vs. Scrolling: Effects of Different Content Acquisition Modes on Content Consumption	9
The New Reality of Knowledge Work: Impact of Flexible Work Settings on Organizational Cybersecurity	9
Application and Adoption of Emerging Technologies: From AI to Metaverse	9
Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling	9
How Does the Color Palette Affect the Pricing of Abstract Paintings?	9
Does Social Capital Arise from Enterprise or Public Social Media Use? A Model of Social Media Antecedents and Consequences	9