Information Systems Frontiers

Article	Citations
Artificial Intelligence and Business Value: a Literature Review	261
The challenges of entering the metaverse: An experiment on the effect of extended reality on workload	150
Reskilling and Upskilling the Future-ready Workforce for Industry 4.0 and Beyond	126
A Proposed Sentiment Analysis Deep Learning Algorithm for Analyzing COVID-19 Tweets	123
Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success	121
Bridging Digital Divides: a Literature Review and Research Agenda for Information Systems Research	120
Emerging Enabling Technologies for Industry 4.0 and Beyond	87
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	86
Social Media Adoption, Usage And Impact In Business-To-Business (B2B) Context: A State-Of-The-Art Literature Review	82
The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic	77
Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis	77
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	72
Working from Home During Covid-19: Doing and Managing Technology-enabled Social Interaction With Colleagues at a Distance	72
Responsible AI for Digital Health: a Synthesis and a Research Agenda	72
Is the Convenience Worth the Risk? An Investigation of Mobile Payment Usage	62
Applications of Blockchain in Industry 4.0: a Review	62
Pathways to Digital Service Innovation: The Role of Digital Transformation Strategies in Established Organizations	62
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	62
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	59
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	54
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia	53
Assessing Consumers’ Co‐production and Future Participation On Value Co‐creation and Business Benefit: an F-P-C-B Model Perspective	51
A Confirmation Bias View on Social Media Induced Polarisation During Covid-19	51
AI Decision Making with Dignity? Contrasting Workers’ Justice Perceptions of Human and AI Decision Making in a Human Resource Management Context	51
Fake news on Social Media: the Impact on Society	51

Industry 4.0 and its Implementation: a Review	49
An AI-based Decision Support System for Predicting Mental Health Disorders	48
Responsible Artificial Intelligence (AI) for Value Formation and Market Performance in Healthcare: the Mediating Role of Patient’s Cognitive Engagement	47
An Empirical Investigation of Intent to Adopt Mobile Payment Systems Using a Trust-based Extended Valence Framework	46
The Role of Online Misinformation and Fake News in Ideological Polarization: Barriers, Catalysts, and Implications	46
Robust Android Malware Detection System Against Adversarial Attacks Using Q-Learning	46
Designing Personality-Adaptive Conversational Agents for Mental Health Care	45
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	44
Data Analytics in Industry 4.0: A Survey	44
Artificial Intelligence and Reduced SMEs’ Business Risks. A Dynamic Capabilities Analysis During the COVID-19 Pandemic	43
A Hybrid Approach of Machine Learning and Lexicons to Sentiment Analysis: Enhanced Insights from Twitter Data of Natural Disasters	43
The Current Status and Developing Trends of Industry 4.0: a Review	43
Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain	41
The Dark Side of Mobile Learning via Social Media: How Bad Can It Get?	41
Cognitive Chatbot for Personalised Contextual Customer Service: Behind the Scene and beyond the Hype	41
The Impact of IoT Smart Home Services on Psychological Well-Being	40
Future Industry Internet of Things with Zero-trust Security	40
Systematic Literature Review of E-Learning Capabilities to Enhance Organizational Learning	40
Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks	39
Blockchain-Based Agile Supply Chain Framework with IoT	38
Responsible Artificial Intelligence as a Secret Ingredient for Digital Health: Bibliometric Analysis, Insights, and Research Directions	38
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	38
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study	36
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	36
Let’s Connect to Keep the Distance: How SMEs Leverage Information and Communication Technologies to Address the COVID-19 Crisis	36
Responsible Digital Transformation for a Sustainable Society	34
Responsible Artificial Intelligence in Healthcare: Predicting and Preventing Insurance Claim Denials for Economic and Social Wellbeing	34
The future is yesterday: Use of AI-driven facial recognition to enhance value in the travel and tourism industry	34
Questioning Racial and Gender Bias in AI-based Recommendations: Do Espoused National Cultural Values Matter?	33
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	33
Shaping Digital Innovation Via Digital-related Capabilities	33
MarkBot – A Language Model-Driven Chatbot for Interactive Marketing in Post-Modern World	32
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	32
Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	32
Organizational Capabilities for AI Implementation—Coping with Inscrutability and Data Dependency in AI	31
An Investigation of Peripheral and Central Cues of Online Customer Review Voting and Helpfulness through the Lens of Elaboration Likelihood Model	31
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	30
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	29
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	29
Re-Examining the Impact of Multidimensional Trust on Patients’ Online Medical Consultation Service Continuance Decision	29
Designing Transparency for Effective Human-AI Collaboration	28
Disruptive Technologies for Achieving Supply Chain Resilience in COVID-19 Era: An Implementation Case Study of Satellite Imagery and Blockchain Technologies in Fish Supply Chain	27
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	27
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	26
The Source of SMEs’ Competitive Performance in COVID-19: Matching Big Data Analytics Capability to Business Models	25
Digital Nudging in Social Media Disaster Communication	25
Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands	25
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	24
Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI	24
Cyber-Physical Systems in the Context of Industry 4.0: A Review, Categorization and Outlook	23

Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	23
Shaping a Smart Transportation System for Sustainable Value Co-Creation	22
A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption	22
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection	21
From the “rush to ethics” to the “race for governance” in Artificial Intelligence	21
Functional Requirements and Supply Chain Digitalization in Industry 4.0	21
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	21
Extending the Theory of Planned Behavior in the Social Commerce Context: A Meta-Analytic SEM (MASEM) Approach	20
Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection	20
Using Business Analytics for SME Business Model Transformation under Pandemic Time Pressure	20
“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics	19
Adoption of Artificial Intelligence and Cutting-Edge Technologies for Production System Sustainability: A Moderator-Mediation Analysis	19
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	19
The Role of Mindfulness in Mitigating the Negative Consequences of Technostress	19
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	19
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach	19
Chasing Metaverses: Reflecting on Existing Literature to Understand the Business Value of Metaverses	18
How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits	18
COVID_SCREENET: COVID-19 Screening in Chest Radiography Images Using Deep Transfer Stacking	18
A Methodology for Automatic Acquisition of Flood‐event Management Information From Social Media: the Flood in Messinia, South Greece, 2016	18
Continuance Intention of Mobile Payment: TTF Model with Trust in an African Context	18
E-Government and Entrepreneurship: Online Government Services and the Ease of Starting Business	17
Designing and Managing Human-AI Interactions	17
Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey	17
Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia	17
A Novel Ensemble-based Classifier for Detecting the COVID-19 Disease for Infected Patients	17
Exploring the Attractiveness of Service Robots in the Hospitality Industry: Analysis of Online Reviews	17
Influence of Habits on Mobile Payment Acceptance: An Ecosystem Perspective	17
Digital Resilience Through Training Protocols: Learning To Identify Fake News On Social Media	17
Measuring the Big Data Readiness of Developing Countries – Index Development and its Application to Africa	17
An Investigation of Misinformation Harms Related to Social Media during Two Humanitarian Crises	17
Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project	16
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	16
Impact of Digital Assistant Attributes on Millennials’ Purchasing Intentions: A Multi-Group Analysis using PLS-SEM, Artificial Neural Network and fsQCA	16
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	15
Analyzing the Quality of Twitter Data Streams	15
Understanding the Impact of Intellectual Capital on E-Business Entrepreneurial Orientation and Competitive Agility: An Empirical Study	15
An Enhanced Approach to Map Domain-Specific Words in Cross-Domain Sentiment Analysis	15
Factors Affecting Customer Analytics: Evidence from Three Retail Cases	15
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	15
Robot Pets as “Serious Toys”- Activating Social and Emotional Experiences of Elderly People	15
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	15
Privacy-Preserving Mutual Authentication and Key Agreement Scheme for Multi-Server Healthcare System	14
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic	14
Remote HRI: a Methodology for Maintaining COVID-19 Physical Distancing and Human Interaction Requirements in HRI Studies	14
Universal Design of ICT for Emergency Management from Stakeholders’ Perspective	14
Social Media Data in an Augmented Reality System for Situation Awareness Support in Emergency Control Rooms	14
Is There a Place for Responsible Artificial Intelligence in Pandemics? A Tale of Two Countries	14
The Optimal Configuration of IT-Enabled Dynamic Capabilities in a firm’s Capabilities Portfolio: a Strategic Alignment Perspective	14
Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19	13
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	13
Privacy Enhancing Techniques in the Internet of Things Using Data Anonymisation	13
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science	13
The Interplay of E-commerce, Resilience and Exports in the Context of COVID-19	13
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	13
Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory	12
Deep Reinforcement Learning in the Advanced Cybersecurity Threat Detection and Protection	12
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	12
Toward Automated Cyber Defense with Secure Sharing of Structured Cyber Threat Intelligence	12
Success and Failure Retrospectives of FinTech Projects: A Case Study Approach	12
Cashless Japan: Unlocking Influential Risk on Mobile Payment Service	12
How Do Users Feel When They Use Artificial Intelligence for Decision Making? A Framework for Assessing Users’ Perception	12
Social Media Platforms and User Engagement: A Multi-Platform Study on One-way Firm Sustainability Communication	12
Paradoxical Tensions Related to AI-Powered Evaluation Systems in Competitive Sports	12
How Review Quality and Source Credibility Interacts to Affect Review Usefulness: An Expansion of the Elaboration Likelihood Model	12
On the Interplay of Data and Cognitive Bias in Crisis Information Management	11
Bridging the Digital Divide in Ethnic Minority Older Adults: an Organisational Qualitative Study	11
Between Handholding and Hand-held Devices: Marketing Through Smartphone Innovation and Women’s Entrepreneurship in Post Conflict Economies in Times of Crisis	11
Online Black-Markets: An Investigation of a Digital Infrastructure in the Dark	11
Disentangling Capabilities for Industry 4.0 - an Information Systems Capability Perspective	11
Crypto Tokens and Token Systems	11
Does Information Systems Support for Creativity Enhance Effective Information Systems Use and Job Satisfaction in Virtual Work?	11
Correction to: Reskilling and Upskilling the Future‑ready Workforce for Industry 4.0 and Beyond	11
A Techno-Business Platform to Improve Customer Experience Following the Brand Crisis Recovery: A B2B Perspective	11
Development and Implementation of an ICT-based Disaster Prevention and Mitigation Education Program for the Young Generation	11
Coalitional Strategies for Efficient Individual Prediction Explanation	10
Learning Automata-based Misinformation Mitigation via Hawkes Processes	10
How Do Virtual AI Streamers Influence Viewers’ Livestream Shopping Behavior? The Effects of Persuasive Factors and the Mediating Role of Arousal	10
A Deeper Look at Cloud Adoption Trajectory and Dilemma	10
Security, Cost and Energy Aware Scheduling of Real-Time IoT Workflows in a Mist Computing Environment	10

Enhancing Cubes with Models to Describe Multidimensional Data	10
Implementing Artificial Intelligence in Traditional B2B Marketing Practices: An Activity Theory Perspective	9
Using the Anchoring Effect and the Cultural Dimensions Theory to Study Customers’ Online Rating Behaviors	9
Deepen electronic health record diffusion beyond breadth: game changers and decision drivers	9
Intelligible Description Language Contract (IDLC) – A Novel Smart Contract Model	9
The Recursive Theory of Knowledge Augmentation: Integrating human intuition and knowledge in Artificial Intelligence to augment organizational knowledge	9
Collaborating with Virtual Assistants in Organizations: Analyzing Social Loafing Tendencies and Responsibility Attribution	9
Work Systems in the Indian Information Technology (IT) Industry Delivering Artificial Intelligence (AI) Solutions and the Challenges of Work from Home	9
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness	9
Advances in Secure Knowledge Management in the Artificial Intelligence Era	9
Design of an Intelligent Patient Decision aid Based on Individual Decision-Making Styles and Information Need Preferences	8
Corporate Users’ Attachment to Social Networking Sites: Examining the Role of Social Capital and Perceived Benefits	8
Seeking Foundations for the Science of Cyber Security	8
Ethics and AI Issues: Old Container with New Wine?	8
Decepticon: a Theoretical Framework to Counter Advanced Persistent Threats	8
HRL-Edge-Cloud: Multi-Resource Allocation in Edge-Cloud based Smart-StreetScape System using Heuristic Reinforcement Learning	8
Trends and Trajectories in the Software Industry: implications for the future of work	8
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation	8
Disruption and Legitimacy: Big Data in Society	8
The Polarizing Impact of Political Disinformation and Hate Speech: A Cross-country Configural Narrative	8
The Effects of Intimacy and Proactivity on Trust in Human-Humanoid Robot Interaction	7
Information Privacy Assimilation in IT Organizations	7
Predicting Blood Donors Using Machine Learning Techniques	7
Theorizing the Behavioral Effects of Control Complementarity in Security Control Portfolios	7
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	7
Social Media Sustainability Communication: An Analysis of Firm Behaviour and Stakeholder Responses	7
Integrated Declarative Process and Decision Discovery of the Emergency Care Process	7
Exploring the use of IoT Data for Heightened Situational Awareness in Centralised Monitoring Control Rooms	7
The Interplay Between Investor Activity on Virtual Investment Community and the Trading Dynamics: Evidence From the Bitcoin Market	7
Adopting Learning Analytics to Inform Postgraduate Curriculum Design: Recommendations and Research Agenda	7
A Multi-Criteria Decision-Making Framework to Evaluate the Impact of Industry 5.0 Technologies: Case Study, Lessons Learned, Challenges and Future Directions	7
Cyber-risk Management Framework for Online Gaming Firms: an Artificial Neural Network Approach	7
Design and Evaluation of a Conversational Agent for Facilitating Idea Generation in Organizational Innovation Processes	7
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	7
Information Privacy Behaviors during the COVID-19 Pandemic: Focusing on the Restaurant Context	7
Analysis of the Cryptographic Algorithms in IoT Communications	6
Risk Taking Behaviors Using Public Wi-Fi™	6
Innovative Technologies and Small-Medium Sized Enterprises in Times of Crisis	6
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	6
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis	6
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	6
A Role-Based Administrative Model for Administration of Heterogeneous Access Control Policies and its Security Analysis	6
Examining Client-Vendor Relationship in the Outsourcing of a Work Environment Virtualisation: An Activity Theory Perspective	6
Key Factors in Achieving Service Level Agreements (SLA) for Information Technology (IT) Incident Resolution	6
Relating Social Media Diffusion, Education Level and Cybersecurity Protection Mechanisms to E-Participation Initiatives: Insights from a Cross-Country Analysis	6
3D Printing Technology and the Market Value of the Firm	6
Testing the Relationship Between Information and Knowledge in Computer-Aided Decision-Making	6
User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse	6
On the Impact of Aesthetic Defects on the Maintainability of Mobile Graphical User Interfaces: An Empirical Study	6
Estimation Method for Roof‐damaged Buildings from Aero-Photo Images During Earthquakes Using Deep Learning	6
Snakes and Ladders: Unpacking the Personalisation-Privacy Paradox in the Context of AI-Enabled Personalisation in the Physical Retail Environment	6
Advances on Data Management and Information Systems	6
Framework for the Classification of Imbalanced Structured Data Using Under-sampling and Convolutional Neural Network	6
Mobile Broadband for Inclusive Connectivity: What Deters the High-Capacity Deployment of 4G-LTE Innovation in India?	6
The Collaborative Interaction with Pokémon-Go Robot uses Augmented Reality technology for Increasing the Intentions of Patronizing Hospitality	5
On the Popularity of Internet of Things Projects in Online Communities	5
Are we Nearly There Yet? A Desires & Realities Framework for Europe’s AI Strategy	5
Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals	5
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	5
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption	5
Value Gains in Business Process Outsourcing: The Vendor Perspective	5
Editorial on Machine Learning, AI and Big Data Methods and Findings for COVID-19	5
Personality Antecedents and Consequences of Internet Addiction Vis-à-vis Internet Habit: a Theory and an Empirical Investigation	5
Influencer is the New Recommender: insights for Theorising Social Recommender Systems	5
Development and Evaluation of Regional Information Sharing System (RISS) for Disaster Risk Reduction	5
PrioritEvac: an Agent-Based Model (ABM) for Examining Social Factors of Building Fire Evacuation	5
Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users	5
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter	5
Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes	5
On the Combinatory Nature of Knowledge Transfer Conditions: A Mixed Method Assessment	5
Understanding the Order Effect of Online Reviews: A Text Mining Perspective	5
IT Availability Risks in Smart Factory Networks – Analyzing the Effects of IT Threats on Production Processes Using Petri Nets	5
Multi-Channel Convolutional Neural Network for the Identification of Eyewitness Tweets of Disaster	5
Sustaining Patient Portal Continuous Use Intention and Enhancing Deep Structure Usage: Cognitive Dissonance Effects of Health Professional Encouragement and Security Concerns	5
Digital Resilience in Dealing with Misinformation on Social Media during COVID-19	5
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning	5
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	4
A Bilingual Comparison of Sentiment and Topics for a Product Event on Twitter	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
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	4
Using the FITradeoff Decision Support System to Support a Brazilian Compliance Organization Program	4
A Scoping Review on Agency Collaboration in Emergency Management Based on the 3C Model	4
An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	4
Operational Performance Evaluation of E-government Microblogs Under Emergencies Based on a DEA Method	4
Towards Industry 5.0 Challenges for The Textile and Apparel Supply Chain for The Smart, Sustainable, and Collaborative Industry in Emerging Economies	4
Exploring Latent Characteristics of Fake Reviews and Their Intermediary Role in Persuading Buying Decisions	4
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	4
The Role of Sentiment Tendency in Affecting Review Helpfulness for Durable Products: Nonlinearity and Complementarity	4
Cross-Category Defect Discovery from Online Reviews: Supplementing Sentiment with Category-Specific Semantics	4
A System to Access Online Services with Minimal Personal Information Disclosure	4
Recovering Troubled IT Projects: The Roles of Transformational Leadership and Project Complexity	4
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	4
Identity and Status: When Counterspeech Increases Hate Speech Reporting and Why	4
Online Users’ Identity Theft and Coping Strategies, Attribution and Sense of Urgency: A Non-Linear Quadratic Effect Assessment	4
The Impact of Revenue Models on Anti-Counterfeiting Measures for Online Intermediaries	4