Evidence map›Paper›PMID 41876579›Full record

ArticleScientific reports2026

The persuasive impact of attitudinal, behavioral, and combined message statements.

Yubo Zhou, Dolores Albarracín

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Yubo ZhouDepartment of Psychology, University of Pennsylvania, 202 S 36th Street, Philadelphia, PA, 19104, USA.ORCID http://orcid.org/0000-0002-1827-3651
Dolores AlbarracínDepartment of Psychology, University of Pennsylvania, 202 S 36th Street, Philadelphia, PA, 19104, USA. dalba@upenn.edu.ORCID http://orcid.org/0000-0002-9878-942X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

What makes persuasive messages effective: expressing attitudes, describing behaviors, or combining both? Across two preregistered experiments (total N = 1,506) and an internal meta-analysis, we compared attitudinal statements (e.g., “The car was good” or “I liked the car”), behavioral statements (e.g., “I bought the car” or “I intended to buy the car”), and combined attitudinal–behavioral statements (e.g., “The car was good, and I bought it,” or “I recommended buying the car”). Participants read positive or negative social media messages about various products and reported their attitudes, perceived norms, and behavioral intentions. Mixed-effects models revealed that combined attitudinal–behavioral statements had the strongest persuasive impact, attitudinal statements had a moderate impact, and behavioral statements had the weakest impact. These effects were mediated by mental simulation of behavior, generalized across higher- and lower-value products, and were confirmed in a network meta-analysis. These findings advance theory and application in communication by showing how integrating attitudinal and behavioral content enhances persuasion.

Identifiers

PMID41876579
PMCPMC13168441

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.