Related Experiment Video
Updated: Apr 18, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
An agent-based exploration of the influence of needs on health protection motivation and intentions
Patrick Mertes1, Veronika Kurchyna1,2, Ye Eun Bae1
1Cognitive Social Simulation, German Research Center for Artificial Intelligence, Trier, Germany.
Abstract:
Human behavior plays a crucial role in public health. In the same sense, understanding the multifaceted factors influencing health-related decisions is essential to derive meaningful protective measures. In this study, we demonstrate how values, social norms and individual needs can be combined within the theoretical framework of the Protection Motivation Theory (PMT) to study the intention-behavior gap regarding smoking in social settings. By extending upon a previous model that relied on social pressure as primary mechanism, we investigate how the inclusion of needs shifts behavior toward higher polarization and stronger adherence with intentions. As a novelty compared to previous approaches, conflicts of social pressure and different needs are the source of cognitive dissonance, leading to a gradual shift in attitudes or social network constellations. Most particularly, the inclusion of needs leads to the observation of both peer pressure-induced smoking as well as frequent failure to cease smoking as outcomes in the model.
Related Concept Videos
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Stress Prevention and Stress Management Techniques VI
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
Concepts of Health and Illness
Maslow's Theory of Basic Human Needs
Physiological needs such as hunger, thirst, sex, physical comfort, and survival are at the bottom of the pyramid. These are the components that are necessary to sustain life. Once the first level of needs has been met, the second level arises.
Safety needs include stability and predictability. Protection and freedom from danger are all a part...

