OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems Frontiers is 15. 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 2021-05-01 to 2025-05-01.)

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

Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	59
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	59
Advances on Data Management and Information Systems	57
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
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
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	33
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
Deep Reinforcement Learning-Based Robot Exploration for Constructing Map of Unknown Environment	32
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	31
Bridging the Digital Divide in Ethnic Minority Older Adults: an Organisational Qualitative Study	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
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
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	21
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
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	20
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	19
Is Cybersecurity a Social Responsibility?	19
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
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
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	18
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
Key Factors in Achieving Service Level Agreements (SLA) for Information Technology (IT) Incident Resolution	17
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
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
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
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