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 2022-06-01 to 2026-06-01.)

Article	Citations
Special Issue on Bright Information and Communication Technologies in the 21st Century	459
Competing in the Digital Economy: The Influence of Information Visibility on Corporate Entrepreneurship	458
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	175
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	143
Ethics and AI Issues: Old Container with New Wine?	124
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments	119
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	101
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	88
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions	87
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	74
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	73
Effects of Explanations in Human-AI Interaction: A Systematic Review and Framework for Future Research on Explainable AI	73
Whose Investment Advice Do You Follow? Studying the Effect of Author Attributes on Using Social Media Stock Opinions To Predict Stock Performance	73
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	71
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	67
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	64
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	60
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	59
Factors Affecting Behavioural Intention to Use Generative Artificial Intelligence Tool: A Multigroup Analysis	58
Reading Between the Lines: Detecting Corporate Financial Fraud Using Multi-dimensional Textual Features	53
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	51
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	50
Design and Implementation of an IIoT Driven Information System: A Case Study	50
Do AI Markets Drive Financial Performance in Chinese Banks? A Quantum-Inspired (QI) MCDM Approach	49
TGV: A Visualization Tool for Temporal Property Graph Databases	49

When Algorithms Tell Their Story: Turning Execution Traces into Explanatory Videos by Means of a Trustworthy Architecture Based on Parse Trees	48
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	48
Prediction of Financial Distress for Chinese Listed Manufacturing Companies given Uncertain Financial Accounting Data Environments	47
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	46
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	46
Sustainable through Digital – A Research Agenda for Digital Social Innovation	45
Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda	41
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	40
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	38
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	37
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	37
A Three-level Framework for LLM-enhanced Explainable AI: From Technical Explanations to Natural Language	37
Comparison of Semantic Similarity Models on Constrained Scenarios	35
Importance of IT and Role Identities in Information Systems Infusion	33
Maximal Mixed-Drove Co-occurrence Patterns	33
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	32
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	32
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	31
Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter	30
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	28
Multi-Perspective Fusion Graph Model for Financial Distress Prediction of Listed Companies	27
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	27
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	27
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	26
5G Native Network Function for False Base Station Detection Using Machine Learning Technique	26
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	25
Blockchain-Based Secure Data Sharing Among Vehicles in 5G-Enabled Vehicular Fog Computing	25
From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration	24
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	24
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	24
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	22
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	22
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	22
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings	22
The Role of Explainability In AI-Driven Financial Decision Making	22
Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms	19
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation	19
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	19
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	19
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	18
Understanding Online Music Piracy Behavior via Private Communication Channels	18
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	18
Understanding the Influence of Data Breaches on Patients’ Willingness to Share Protected Health Information: A Mixed Methods Study of a Construals Privacy Calculus Perspective	18
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study	18
Digital Responsibility in Metaverse Platforms: A Policy Perspective	18
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	18
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	17
A Pyramid Vision Transformer–based Framework for Television Video Genre Classification in Multimedia Analysis	17
Artificial Intelligence in Sustainable Finance and Accounting: a Bibliometric Analysis and Future Research Agenda	17
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	17

Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction	17
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	17
From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification	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	16
Unifying Explainable Agency Via a Ladder of Intentions	16
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	16
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	16
An Explainable AI Multi-Agent Recommender System for Financial Document Access Control	15
A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving	15
GenAI and Digital Inclusion: Application Creativity of GenAI in Marginalized Communities	15
RF-SVM: Robust Injection Attack Detection Using Random Forest Feature Selector and Support Vector Machine Classifier for Secure Network Systems	15
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	14
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	14
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	14
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	14
Generative AI Health Assistants in Modern Healthcare: Drivers and Barriers to Adoption	14
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	13
Security among UPFs belonging to Different 5G/B5G/6G Networks	13
The Present and Future of Accountability for AI Systems: A Bibliometric Analysis	13
Profitability of Machine Learning Models in Forecasting the S&P 500 Index	13
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	13
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	13
Driving Sustainability: Unravelling the Dynamics of User Engagement on Organization Generated Social Media Content on Electric Vehicles	13
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	13
Is Cybersecurity a Social Responsibility?	12
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations	12
Classifying DSS Research – A Theoretical Framework	12
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	12
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	12
Tabloids, Fake News, and the Overton Window: The COP Model on News Consumption in Uncertain Times	12
Sustainable Development Through Technological Innovations and Data Analytics	12
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	12
Blockchain Empowered Metaverse: Enhancing User Engagement through Trust, Collaboration, Authenticity, And Governance	11
What is the Creative Value of AI Hallucinations? Insights from Generative AI use in Educational Contexts	11
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India	11
Cost-based Optimization of Multistore Query Plans	11
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	11
The Tool, the Pet, the Carer & the Warden: A Conceptual Framework of How Older Adults Perceive Socially Assistive Robots	11
Application and Adoption of Emerging Technologies: From AI to Metaverse	11