Related Experiment Video
Updated: Sep 20, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Exploring the Interplay Between Message Format, Need for Cognition and Personal Relevance on Processing Messages
Camille E Short1,2, Rik Crutzen3, Emma M Stewart4
1Freemasons Foundation Centre for Men's Health, School of Medicine, University of Adelaide, Adelaide, Australia. Camille.Short@unimelb.edu.au.
Tailoring physical activity messages based on need for cognition (NFC) did not improve persuasion. However, message relevance enhanced physical activity determinants, especially for individuals with higher NFC.
Area of Science:
- Health Communication
- Psychology
- Behavioral Science
Background:
- Persuasion theories, like the Elaboration Likelihood Model, propose central and peripheral routes influenced by motivation and ability.
- Understanding factors influencing message processing is key for effective health behavior interventions.
Purpose of the Study:
- To investigate the moderating roles of need for cognition (NFC) and perceived relevance in processing physical activity messages.
- To compare the efficacy of messages optimized for central versus peripheral routes.
Main Methods:
- Fifty participants were randomized to receive either central or peripheral route-optimized messages.
- Eye-tracking measured attention (primary outcome); self-reports assessed message perceptions and persuasion (secondary outcomes).
- Moderator effects were analyzed using mixed effects and linear regression models.
Main Results:
- No significant interactions were found between message condition and NFC for any outcome.
- Personal relevance positively impacted some self-report outcomes, indicating better processing.
- A significant interaction showed higher personal relevance increased perceived behavioral control for those with high NFC.
Conclusions:
- Matching physical activity messages to individual NFC levels may not enhance intervention effectiveness.
- Message relevance is crucial for improving physical activity determinants, with a stronger effect observed in individuals with higher NFC.
Related Concept Videos
Routes of Persuasion
Framing Effects
The Influence of Cognition on Affect
Automatic Processing and Automatic Social Behavior

