Evidence map›Paper›PMID 40678774›Full record

ArticleFrontiers in nutrition2025

How the innovative advertising language style for nutrition products affects consumers' purchase intentions.

Geng Lu, Jun Cao, Yunyun Wei, Dajun Yang, Fuqiang Tan

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Geng LuDigital Industry Research Center, Huainan Normal University, Huainan, Anhui, China.
Jun CaoDigital Industry Research Center, Huainan Normal University, Huainan, Anhui, China.
Yunyun WeiDigital Industry Research Center, Huainan Normal University, Huainan, Anhui, China.
Dajun YangNorth Sichuan Medical College, Sichuan Primary Health Service Development Research Center, Key Laboratory of Disease Surveillance and Digital Health Governance, School of Management, Nanchong, Sichuan, China.
Fuqiang TanDigital Industry Research Center, Huainan Normal University, Huainan, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: In the competitive market for nutrition products, advertising strategies play a pivotal role in shaping consumer behavior. This study investigated how advertising language styles (disruptive vs. sustaining) influence consumer purchase intentions for nutrition products, examining information processing fluency as a mediator and information credibility as a moderator. Methods: A multi-group experiment was conducted with 852 participants, recruited via a professional survey platform, in a controlled simulated environment. Data on participants' gender, exposure to advertising language styles (disruptive vs. sustaining), purchase intentions, information processing fluency, and information credibility (high vs. low) were collected using an online questionnaire. PROCESS models (Model 4 for mediation, Model 1 for moderation) and ANOVA (for main effects) were used for statistical analysis. Results: Disruptive advertising language, compared to sustaining styles, significantly enhanced consumers' attention, interest in product innovations, and purchase intentions. Information processing fluency mediated the positive relationship between advertising language style and purchase intention, highlighting the importance of clarity and ease of understanding. Conclusions: Disruptive advertising language, fluent information processing, and high information credibility are key factors in enhancing consumers' purchase intentions for nutrition products.

Indexed as

advertising language styleinformation credibilityinformation processing fluencynutritional productspurchase intention

Identifiers

PMID40678774
PMCPMC12269493

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.