Evidence map›Paper›PMID 40901787›Full record

ArticlePloS one2025

Leveraging the potential of social media: Unveiling the influence of customer-generated photos on customer behavior.

Asif Ali Safeer, Muhammad Abrar, Yewang Zhou

Abstract read
In one paragraph

Article in PloS one, 2025. 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. 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

3 authors.

Asif Ali SafeerBusiness School, Huanggang Normal University, Huanggang, China.ORCID https://orcid.org/0000-0001-5877-1201
Muhammad AbrarLyallpur Business School, Government College University, Faisalabad, Pakistan.
Yewang ZhouBusiness School, Huanggang Normal University, Huanggang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent research shows that social media has enormous potential for customers and enterprises, but this potential has been largely untapped. This study investigates the influence of customer-generated photos on social media to drive customer visit intentions via the argument quality of online reviews, including perceived informativeness and persuasiveness, by integrating the direct and moderating effects of brand social media visual communication and controlling customer demographics such as gender, age, and income in the context of restaurants. This study collected 1,137 responses from different customers through an online survey. After carefully filtering data, 980 customer responses were analyzed using structural equation modeling. This study discovered that customer-generated photos significantly influenced perceived informativeness, persuasiveness, and customer visit intentions. Likewise, perceived informativeness and persuasiveness directly and indirectly contributed to increased customer visit intentions. In addition, brand social media visual communication directly influences to drive customer visit intentions toward restaurants. This study offers fresh insights for restaurant marketers to devise innovative marketing strategies to influence customer behavior toward eateries. Employing a social media ecosystem, this study contributes to the heuristic-systematic and elaboration likelihood models by examining consumer behavior in the hospitality industry.

Indexed as

Consumer BehaviorSocial MediaAdultFemaleHumansIntentionMaleMarketingMiddle AgedPersuasive CommunicationRestaurantsSurveys and QuestionnairesYoung Adult

Identifiers

PMID40901787
PMCPMC12407435

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.