Research & Science
Publications
-
2026 European Journal of Information Systems Open Access Peer-Reviewed
How do attention and emotion drive donations in charitable crowdfunding? An empirical study of users’ cognitive and physiological responses to image content
Copenhagen Business School
Abstract: This study investigates the attentional and emotional impact of different image types in medical crowdfunding campaigns, and how these images impact donations. Building on signaling theory and evolutionary explanations for the drivers of altruism, we hypothesized that donors will be more likely to support campaigns with images that depict illness than campaigns with images […]
-
2026 European Journal of Information Systems Open Access Peer-Reviewed
How do attention and emotion drive donations in charitable crowdfunding? An empirical study of users’ cognitive and physiological responses to image content
Copenhagen Business School
This study investigates the attentional and emotional impact of different image types in medical crowdfunding campaigns, and how these images impact donations. Building on signaling theory and evolutionary explanations for the drivers of altruism, we hypothesized that donors will be more likely to support campaigns with images that depict illness than campaigns with images that […]
-
2026 Journal of Business Venturing Insights Open Access Peer-Reviewed
Poker face and steady voice: Gender and reactions to emotional neutrality in crowdfunding
University of St. Gallen + 4 more
While emotional neutrality (e.g., maintaining a neutral face, speaking with a calm voice) can help entrepreneurs project a sought-after image of rationality, the effectiveness of such displays is context-dependent and gendered. In the emotionally resonant world of crowdfunding, the value of neutrality is ambiguous, as it may conflict with audience expectations of expressiveness. Building on […]
-
2026 Buildings Open Access Peer-Reviewed
Evaluating WELL-Informed Biophilic Façades in Automated Retail Environments: A Multimodal Eye-Tracking and Facial Expression Analysis
Inner Mongolia Technical University of Construction + 3 more
Abstract Global urbanization redirects attention toward the sensory quality of the built environment as a decisive factor in public health and psychological resilience. In automated retail, façades function as sensory interfaces to mitigate the psychological alienation and sensory deprivation inherent in automated nodes. This preliminary study proposes and empirically validates a multimodal evaluation framework for […]
-
2026 International Journal of Advertising Open Access Peer-Reviewed
The carousel effect: leveraging sideways swiping for enhanced ad effectiveness in social media
University of Wuppertal
Carousel ads introduce a unique interactive element to in-feed social media advertising by prompting consumers to swipe sideways. Four studies offer novel insights into the “carousel effect” that results from the interactivity and multi-card structure of carousel ads. An exploratory investigation of how consumers perceive and experience carousel ads reveals four experiential themes: curiosity, convenience, […]
-
2026 International Journal of Advertising Open Access Peer-Reviewed
The carousel effect: leveraging sideways swiping for enhanced ad effectiveness in social media
Schumpeter school of Business and economics, University of Wuppertal
Abstract Carousel ads introduce a unique interactive element to in-feed social media advertising by prompting consumers to swipe sideways. Four studies offer novel insights into the “carousel effect” that results from the interactivity and multi-card structure of carousel ads. An exploratory investigation of how consumers perceive and experience carousel ads reveals four experiential themes: curiosity, […]
-
2026 Electronics Open Access Peer-Reviewed
A Cross-Corpus Evaluation on Spontaneous and Dynamic Facial Expressions for Automated Emotion Classification
University College London
Abstract: The growing availability of facial expression databases (FEDBs) has accelerated the development of empathic AI systems designed to promote emotional awareness and well-being. However, most existing systems are trained solely on posed (acted), static databases featuring exaggerated and stereotypical displays. Such portrayals may not accurately represent the real-world expressions that are often subtle, heterogeneous, […]
-
2026 Music & Science Open Access Peer-Reviewed
Examining Links Between Music-Induced Physiological Response, Active Engagement with Music, and Musical Competence
The Society for Education, Music, and Psychology Research + 3 more
Abstract The present study investigated the links between music-induced physiological response and active engagement with music to understand individual differences in musical competence. Building on McPherson and Williamon’s differentiated model of musical giftedness and talent as the theoretical foundation, the study treated individuals’ music-induced physiological response as an indicator of natural abilities. Active engagement with […]
-
2026 Gated
The Signal in the Noise: Hierarchy and Robustness of Physiological Audience Alignment during Narrative Media
Abstract Communication research traditionally prioritizes receiver variance, often overlooking how a single message induces commonality across distinct systems. Drawing on classical theory, we propose that effective messages entrain the biological rhythms of the audience. In a large-scale experiment (N=198) monitoring eye-tracking, heart rate, and electrodermal activity during a film, we mapped this alignment. Results reveal […]
-
2026 2026 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Gated Peer-Reviewed
From Code to Cognition: Implementing a Puzzle-Based Game Framework for Biometric Analysis
University of Warsaw
Abstract: This paper presents a puzzle-based escape game developed in Unreal Engine 5 as a platform for studying cognitive load, emotional responses, and attentional focus during problem-solving. The experiment integrated gameplay telemetry with eye-tracking, GSR and webcam-based facial expression analysis, synchronized through iMotions. This multimodal approach enabled precise alignment of biometric signals with in-game events. […]
Research Report 2025
In-depth look at the scientific landscape as powered by iMotions software, showcasing groundbreaking research and the impact of our tools in various scientific and industrial fields.
iMotions Science Resources
Looking for white papers, validation reports or research show casing iMotions Multimodal capabilities?
Share Your Research

850+ universities worldwide with an iMotions human behavior lab
73 of the top 100 highest ranked universities
710+ published research papers using iMotions
iMotions is used for some of the most interesting human behavior research studies carried out by top researchers around the world. Contact us to have your publication featured here.
The authors of these publications have used iMotions as a software tool within their research.
“Software should be cited on the same basis as any other research product such as a paper or a book; that is, authors should cite the appropriate set of software products just as they cite the appropriate set of papers” (Katz et al., 2020).
We therefore encourage you to cite the use of iMotions where appropriate.
How to cite iMotions
APA
iMotions (10), iMotions A/S, Copenhagen, Denmark, (2024).
Note: adjust the version and year where relevant.
5 Most Popular Blogs
Learn How to Conduct Human Behavior Research with iMotions
Publications
Read publications made possible with iMotions
Blog
Get inspired and learn more from our expert content writers
Newsletter
A monthly close up of latest product and research news


