The DOI matches its Crossref record; 66 of the 66 references it cites were found in a registry or an index.
Effects of human versus virtual human influencers on the appearance anxiety of social media users
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“In a related study, participants were reported to elicit significantly lower appearance anxiety in virtual humans than actual human influencers in social media. 60”
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Cites
(2013) · Cited by 44,563
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Tiggemann, M., & McGill, B. (2004) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.23.1.23.26991 · Cited by 710
Attractive celebrity and peer images on Instagram: Effect on women's mood and body image
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Fardouly, J., Pinkus, R. T., & Vartanian, L. R. (2016) · Body Image · doi:10.1016/j.bodyim.2016.11.002 · Cited by 559
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Metadata
- Authors
- Deng, F., & Jiang, X.
- Affiliations
- Chongqing Technology and Business University (CN)
- Corresponding author
- Deng, Fengyi
- Venue
- Journal of Retailing and Consumer Services
- Publisher
- Elsevier BV
- Published
- 2023-03
- Volume
- 71
- Pages
- 103233
- ISSN
- 0969-6989 (ISSN-L)
- OpenAlex
- W4313252809
- Cited by
- 172
- References
- 65
- Citations by year
- 2026: 42 · 2025: 54 · 2024: 47 · 2023: 29
- FWCI
- 29.68
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Journal of Retailing and Consumer Services (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Body Image and Dysmorphia Studies
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Perception and Purchasing Behavior
- Social Sciences › Business, Management and Accounting › Marketing › Digital Marketing and Social Media
- Keywords
- appearance anxiety, appearance dissatisfaction, social media influencers, virtual influencers, human influencers, influencer marketing, women, scenic images, social media use
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