Information Systems and Neuroscience: NeuroIS Retreat 2020

Preface
Organization
	Conference Co-chairs
	Programme Co-chairs
	Programme Committee
	Organization Support
Keynote Talks
NeuroIS as Qualitative Research: Solving the Reverse Inference Problem (Keynote)
A Critical View of Neuroimaging (Hot Topic Talk)
Contents
Why We Love Blue Hues on Websites: A fNIRS Investigation of Color and Its Impact on the Neural Processing of Ecommerce Websites
	1 Introduction
	2 Related Literature
	3 fNIRS Study for Neural Color Processing
	4 Discussion
	5 Conclusion
	References
Identifying Linguistic Cues of Fake News Associated with Cognitive and Affective Processing: Evidence from NeuroIS
	1 Introduction
	2 Theoretical Background
	3 Hypotheses Development
	4 Method
	5 Results
	6 Discussion
	References
Think Outside the Box: Small, Enclosed Spaces Alter Brain Activity as Measured with Electroencephalography (EEG)
	1 Introduction
	2 Materials and Methods
		2.1 Participants
		2.2 Stimuli
		2.3 Data Collection
		2.4 Procedure
		2.5 Data Analysis
	3 Results
		3.1 Electroencephalography (EEG)
	4 Discussion
	References
Operationalization of Information Acquisition Switching Behavior in the Context of Idea Selection
	1 Introduction
	2 Information Acquisition and Adaptive Decision Making
	3 Method
		3.1 Experimental Procedure and Sample
		3.2 Eye-Tracking Measures
		3.3 Operationalization of Information Acquisition Switching Behavior
	4 Preliminary Results
	5 Conclusion and Future Work
	References
Relying on System 1 Thinking Leaves You Susceptible to the Peril of Misinformation
	1 Introduction
	2 Literature Review
		2.1 Dual Process Models of Cognition
		2.2 Research on Misinformation
	3 Methodology
		3.1 Data Analysis
	4 Preliminary Results
	5 Discussion
		5.1 Next Steps
	References
Neurophysiological Assessment of Ambivalence to Information
	1 Introduction
	2 Hypotheses
	3 Methodology
	4 Treatment, Experimental Procedure and Measures
	5 Analysis and Results
	6 Discussion and Conclusion
	References
Behavior Regulation in Social Media: A Preliminary Analysis of Pupil Size Change
	1 Introduction
	2 Methods
		2.1 Task and Stimulus
	3 Participants and Procedure
	4 Analysis and Result
		4.1 The Quantification of Pupil Size Change
	5 Results
	6 Discussion
	References
A NeuroIS Investigation of the Effects of a Digital Dark Nudge
	1 Introduction
	2 Planned Research and Expected Outcomes
		2.1 A Typology Digital Dark Nudges
		2.2 Hypotheses
	3 Behavioral Pilot Study
		3.1 Experimental Design
		3.2 Manipulation of Conditions
		3.3 Variables and Measures
		3.4 Pilot Test Results
		3.5 Planned Data Acquisition and Analysis
	4 Discussion and Contribution
	References
Technostress Measurement in the Field: A Case Report
	1 Introduction
	2 Case Study Setting and Data Collection Methods
	3 Methods Evaluation
	4 Ranking of Data Collection Methods and Conclusion
	References
Do Users Respond to Challenging and Hindering Techno-Stressors Differently? A Laboratory Experiment
	1 Introduction
	2 Theoretical Background
		2.1 Technostress
		2.2 Challenge and Hindrance Framework
		2.3 The Present Research
	3 Hypotheses Development
		3.1 CTS and HTS on User Responses and Task Performance
		3.2 User Responses on Task Performance
	4 Methodology
	5 Expected Contribution and Further Steps
	6 Conclusion
	References
Advancing NeuroIS from a Dialectical Perspective
	1 Introduction
	2 Outlining the Dialectical Perspective
		2.1 The Individual – Social Dialectics
		2.2 Communalization
	3 Reconceptualizing Information, the IT Artifact, and the iS
		3.1 Information
		3.2 The IT Artifact
		3.3 The IS
	4 Articulating Action
	5 Exemplifying the Dialectical Approach
	6 Conclusion
	References
An Eye-Tracking Study of Differences in Reading Between Automated and Human-Written News
	1 Introduction and Background
	2 Theoretical Framework
	3 Method
	4 Results
	5 Discussion and Conclusion
	6 Limitations and Future Research
	References
NeuroIS to Improve the FITradeoff Decision-Making Process and Decision Support System
	1 Introduction
	2 FITradeoff Method
	3 NeuroIS Experiments
	4 Results
	5 Conclusion
	References
Improvements in the FITradeoff Decision Support System for Ranking Order Problematic Based in a Behavioral Study with NeuroIS Tools
	1 Introduction
	2 DSS for the FITradeoff Method for Ranking Problematic
	3 Neuroscience Experiment with 2 Alternatives
	4 Experiment Results
	5 Conclusion
	Appendices A
	References
The Impact of Modularization on the Understandability of Declarative Process Models: A Research Model
	1 Introduction
	2 Theoretical Background
	3 Research Method
	4 Conclusion
	References
The Influence of Negative Emotion as Affective State on Conceptual Models Comprehension
	1 Introduction
	2 Theoretical Background
		2.1 Impact of User Characteristics on Conceptual Models Comprehension
		2.2 Basic Concepts and Prior Research
		2.3 Emotion Recognition Using Physiological Measurements
		2.4 Relevant Theories
	3 Method
		3.1 Experiment Design
		3.2 Tasks and Materials
		3.3 Procedure and Manipulation
		3.4 Participants
	4 Ethical Concerns
	5 Conclusion and Future Steps
	References
What Do Users Feel? Towards Affective EEG Correlates of Cybersecurity Notifications
	1 Introduction
	2 Background and Theoretical Framework
		2.1 Security Notifications, Emotions, and Neurophysiology
		2.2 EEG and the Late Positive Potential (LPP)
	3 Methods
		3.1 Participants
		3.2 Stimuli
		3.3 Questionnaires and Self-assessment
		3.4 Procedure
		3.5 Data Acquisition
		3.6 Data Processing and Analysis
	4 Preliminary Results
		4.1 The LPP Waveform
		4.2 Valence and Arousal Reports
	5 Discussion and Next Steps
	References
Detecting Mind Wandering Episodes in Virtual Realities Using Eye Tracking
	1 Introduction
	2 Related Work
		2.1 Mind Wandering
		2.2 Eye Tracking and Mind Wandering
	3 Methods
		3.1 Participants and Materials
		3.2 Procedure
		3.3 Questionnaires and Physiological Measures
		3.4 Data Analysis
		3.5 Outlook
	References
Feeling the Pain of Others in Need: Studying the Effect of VR on Donation Behavior Using EEG
	1 Introduction
	2 Theoretical Background: VR and Frontal Alpha Asymmetry
	3 Proposed Experimental Design
	4 Pilot Study
	5 Discussion and Future Research
	6 Conclusion
	References
Using NeuroIS Tools to Understand How Individual Characteristics Relate to Cognitive Behaviors of Students
	1 Introduction
	2 Methodology
	3 Preliminary Results
	4 Conclusion
	References
Beyond System Design: The Impact of Message Design on Recommendation Acceptance
	1 Introduction
	2 Related Work
		2.1 Previous Work on Recommender Systems
		2.2 Message Design Components
		2.3 Research Model and Hypotheses
	3 Methodology
	4 Preliminary Results and Ongoing Work
	5 Discussion and Concluding Remarks
	References
Nudging to Improve Financial Auditors’ Behavior: Preliminary Results of an Experimental Study
	1 Introduction
	2 Prior Research and Hypotheses Development
	3 Research Method
		3.1 Research Design and Protocol
		3.2 Apparatus and Measures
	4 Preliminary Results
	5 Discussion and Conclusion
	References
Improving Driving Behavior with an Insurance Telematics Mobile Application
	1 Introduction
	2 Methodology
	3 Results
	4 Discussion - Conclusion
	References
Understanding the Mental Recovery Effect of Cyberloafing: Attention Replenishment and Task-Set Inertia
	1 Introduction
	2 Theoretical Background and Research Hypotheses
	3 Experiment Design and Hypotheses Testing
	4 Construct Measurements and Data Analysis
	References
How to Measure Customers’ Emotional Experience? A Short Review of Current Methods and a Call for Neurophysiological Approaches
	1 Introduction
	2 Customer Experience and Emotions
	3 Measurement of Experiences in Consumer Behavior
	4 Discussion, Implications, and Future Research
	References
Exploring Gender Differences on eCommerce Websites: A Behavioral and Neural Approach Utilizing fNIRS
	1 Introduction
	2 Gender Differences Related Literature
		2.1 Neural Gender Differences
		2.2 Gender Differences on eCommerce Websites
	3 Study Design and Results
		3.1 Method
		3.2 Sample, Stimuli and Data Pre-processing
	4 Results
	5 Discussion
	6 Conclusion
	References
Physiological Measurement in the Research Field of Electronic Performance Monitoring: Review and a Call for NeuroIS Studies
	1 Introduction
	2 Review Methodology
	3 Outcomes in EPM Research
	4 Physiological Measurement in EPM Research
	5 Conclusion
	References
The Effect of Individual Coordination Ability on Cognitive-Load in Tacit Coordination Games
	1 Introduction
	2 Materials and Methods
	3 EEG Metrics for Assessing Cognitive Load
	4 Data Processing and Analysis
	5 Conclusions and Future Work
	References
Analysis of Contextual Effects of Advertising Banners
	1 Introduction
	2 Methodology
	3 Results
	4 Discussion
	References
Measuring Extraversion Using EEG Data
	1 Introduction
	2 Methodology
		2.1 Data and Participants
		2.2 Preprocessing
		2.3 Machine Learning and Feature Extraction
		2.4 Validation Procedure
	3 Results
	4 Discussion
	5 Limitations and Future Work
	References
AttentionBoard: A Quantified-Self Dashboard for Enhancing Attention Management with Eye-Tracking
	1 Introduction
	2 Methodology
	3 Designing the AttentionBoard
		3.1 Meta-Requirements
		3.2 Initial Design Principles
		3.3 Development: System Architecture and Mockup
	4 Discussion and Next Steps
	5 Conclusion
	References
Machine Learning-Based Diagnosis of Epilepsy in Clinical Routine: Lessons Learned from a Retrospective Pilot Study
	1 Introduction
	2 Methodology
		2.1 Step 1: Selection of Data for Consideration of the Study
		2.2 Step 2: Data Pre-processing: Filter, ICA and Fine-Graded EEG-Spectrum
		2.3 Step 3: Training and Testing of the Random Forest Classifier
	3 Results
	4 Discussion
	5 Limitation and Future Work
	References
Ambient Facial Emotion Recognition: A Pilot Study
	1 Introduction
	2 Proposed Architecture for Synchronized Ambient Facial Emotion Recognition and Physiological Recording in Mobile Environment
	3 Pilot Study
	4 Results and Discussion
	5 Conclusion
	References
A Tri-Hybrid Brain-Computer Interface for Neuro-Information Systems
	1 Introduction
		1.1 Background
		1.2 Hypothesis Development
	2 Method
		2.1 Participants
		2.2 Stimuli
		2.3 Procedure
		2.4 Data Collection
	3 Planned Analyses
		3.1 Data Processing
		3.2 Hypothesis Testing
		3.3 Classification
	4 Applications for Information Systems
	References
The Association Between Information Security and Reward Processing
	1 Introduction
	2 Method
		2.1 Participants
		2.2 Materials and Procedure
		2.3 EEG Recording and Analysis
	3 Results
		3.1 Behavioral Data
		3.2 ERP Data
	4 Discussion
	References
Explaining Inconsistent Research Findings on the Relationship Between Age and Technostress Perceptions: Insights from the Neuroscience Literature
	1 Introduction
	2 Evidence on the Relationship Between Age and TS
	3 Neurophysiological Changes in Normal Aging
	4 Concluding Comment
	References
Smartphone Pathology, Agency and Reward Processing
	1 Introduction
	2 Method
		2.1 Participants
		2.2 Materials and Procedure
		2.3 EEG Recording and Analysis
	3 Results
	4 Discussion
	References
Hedonic Multitasking: The Effects of Instrumental Subtitles During Video Watching
	1 Introduction
	2 Methods
		2.1 Subjects and Stimuli
		2.2 Measurements and Processing
		2.3 Statistical Analyses
	3 Results
	4 Discussion
	References
Neurophysiological Reactions to Social Media Logos
	1 Introduction
		1.1 Theoretical Development
	2 Proposed Method
		2.1 fMRI Implementation
	3 Expected Outcomes
	References
On the Modulation of Perturbation-Evoked Potentials After Motor Reaction in a Human-Machine Interaction Setup
	1 Introduction
	2 Perturbation Evoked Potential
	3 Experiment and Data Analysis
	4 Results
	5 Conclusion and Outlook
	References
Consumer-Grade EEG Instruments: Insights on the Measurement Quality Based on a Literature Review and Implications for NeuroIS Research
	1 Introduction
	2 Methodology
	3 Results
	4 Conclusion
	References
Author Index