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Predictive Validity of an Empirical Approach for Selecting Promising Message Topics: A Randomized-Controlled Study
Stella Juhyun Lee1, Emily Brennan2, Laura Anne Gibson1
1Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA 19104, USA.
This study found that messages addressing less promising themes were as effective as promising themes in changing intentions. Persuasion occurred through influencing beliefs, whether targeted or nontargeted.
Area of Science:
- Behavioral Science
- Health Communication
- Social Psychology
Background:
- Message selection strategies often assume pretested belief-intention associations predict campaign effectiveness.
- This relies on a causal assumption linking belief-intention correlations to persuasive impact.
Purpose of the Study:
- To experimentally validate the causal assumption underlying message topic selection approaches.
- To compare the persuasive effectiveness of messages based on 'promising' versus 'less promising' themes.
Main Methods:
- Experimental design testing message persuasiveness.
- Mediation analyses to examine belief-intention pathways.
- Cross-sectional belief-intention associations used to identify message themes.
Main Results:
- All tested messages successfully increased population intentions.
- Messages addressing 'promising' themes influenced intentions via targeted beliefs.
- Messages addressing 'less promising' themes also persuaded by influencing nontargeted beliefs.
Conclusions:
- The causal assumption linking pretested belief-intention associations to message effectiveness requires re-evaluation.
- Effective message design may involve influencing broader belief sets, not just pre-identified targets.
- Implications for optimizing message topic selection in public health campaigns are discussed.
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