Table · dataset · 2026
Table 1_Accuracy, potential harm, weight stigma, and commercial influence in short-form social media content on incretin-based therapies for obesity.docx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fendo.2026.1844311.s001
Background<p>Short-form video platforms such as TikTok and YouTube Shorts are major sources of health information, yet little is known about the reliability of what they carry on incretin-based therapies for obesity.
Description
We assessed the accuracy, safety, obesity-related stigma, and commercial nature of short-form videos on these medications.</p>Methods<p>We conducted a cross-sectional content analysis on June 15, 2025. Videos were retrieved for six medication keywords on TikTok and YouTube Shorts, and the 100 most-viewed videos within each platform’s retrieved pool were included (n = 200).
Four physicians certified by the American Board of Obesity Medicine each coded a non-overlapping subset for clinical accuracy, hazard potential, obesity stigma, and commercial influence. A fifth senior physician reviewed all videos and issued final ratings. Six TikTok videos became unavailable before review, leaving 194 for content analysis.</p>Results<p>TikTok videos had higher median view counts (964 650 [Q1–Q3 615 350–1 525 000] vs 24 526 [7 036–104 569], p < 0.001) and higher raw like and comment counts.
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Normalizing to views changed the picture. Likes per 1000 views did not differ (24.7 vs 20.4, p = 0.069), and comments per 1000 views were higher on YouTube Shorts (1.2 vs 0.8, p < 0.001), where videos were also older (720 vs 221 days, p < 0.001). Clinical accuracy did not differ significantly (23.4% [95% CI 16.0–32.9%] vs 39.0% [95% CI 30.0–48.8%], p = 0.062).
Hazard potential was more common on TikTok (31.9% vs 17.0%, p = 0.015), but this came from promotion of compounded products, four times more frequent on TikTok (14.9% vs 4.0%, p = 0.009). Restricted to directly unsafe clinical content, the platforms did not differ (20.2% vs 13.0%, p = 0.176). Obesity stigma (p = 0.118) and commercial influence (p = 0.438) were comparable.</p>Conclusion<p>Most short-form videos about incretin-based obesity therapies carried no accurate clinical information, and accurate videos drew only 24% of cumulative views.
Promotion of compounded products clustered on TikTok and accounted for the platform difference in hazard potential. Evidence-based, bias-free communication is needed if these platforms are to educate the public about obesity pharmacotherapy.</p>
Links
Where it is published
- DOI doi.org/10.3389/fendo.2026.1844311.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Cell metabolism · Cell metabolism · Cell metabolism · Cell metabolism · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Digital health · Digital health · Digital health · Digital health · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science
Provenance · 4 source records, 48 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/34054032 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34054032 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34054032 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34054032 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:310103 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Cell Metabolism'] |
| concepts[field].anzsrc:field:310103 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Cell Metabolism'] |
| concepts[field].anzsrc:field:310103 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Cell Metabolism'] |
| concepts[field].anzsrc:field:310103 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Cell Metabolism'] |
| concepts[field].anzsrc:field:420302 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['digital health'] |
| concepts[field].anzsrc:field:420302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['digital health'] |
| concepts[field].anzsrc:field:420302 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['digital health'] |
| concepts[field].anzsrc:field:420302 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['digital health'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:video | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |