ArticleBMC global and public health2024
Sweetening the deal: an infodemiological study of worldwide interest in semaglutide using Google Trends extended for health application programming interface.
Article in BMC global and public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Influence without medical expertise: a social network analysis of Mounjaro discussions on twitter (X).Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2026Article
- Phenome-wide analysis of downstream health outcomes following second-line antidiabetic agent prescriptions in All of Us.Nature communications · 2026Article
- Topic and Sentiment Trends in Semaglutide Discussions on X: Subpopulation-Based Longitudinal Analysis.Online journal of public health informatics · 2026Article
- Review
- From prescription to trend: the misuse of Ozempic in the age of social media.Annals of medicine and surgery (2012) · 2025Article
- Semaglutide in the Real World: Attitudes of the Population.Pharmacy (Basel, Switzerland) · 2025Article
- Real-world comparative outcomes of GLP-1 RA and semaglutide prescription among individuals with type 2 diabetes.medRxiv : the preprint server for health sciences · 2025Article
- Health Beliefs and Obesity Bias as Determinants of Attitudes Toward the Rising Tides of GLP-1 Medications: Mounjaro and Ozempic.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- 2024 at BMC Global and Public Health: a year in review.BMC global and public health · 2024Article
- Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- GLP-1 receptor agonists in diabetes and weight loss: the double-edged sword of innovation and risks.Frontiers in clinical diabetes and healthcare · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOff-label use of semaglutide for non-diabetic weight loss (which regulators have linked to social media promotion) created worldwide supply shortages. We evaluated worldwide semaglutide interest measured by online search behavior to gauge social media and conventional print media reporting's effect on search interest.
methodsUsing Google Trends Extended for Health (GTEH) multiple sampling, we retrieved regional online interest (ROI) for all countries and extracted timelines and top search queries for January 2021-August 2023 for countries with median ROI ≥ 20 using the "semaglutide" topic. We obtained semaglutide media reporting from the ProQuest database. We estimated the effect of media and within-country semaglutide interest on between-country interest with Granger causality analysis. We determined changepoints for trends within each country with joinpoint regression. We determined prominent themes in search queries for each country with natural language processing thematic analysis.
resultsTwenty-seven countries were included. Most countries showed an increase in semaglutide interest over time, with Canada and the USA showing the largest sustained interest. Most of the search interest arose from 2022 onwards. Granger's analysis showed that media coverage could only partially explain interest, and interest in some countries partially preceded interest in others, with the UK and Germany showing strong relationships between news reports and lagged search interest. Joinpoint analysis identified up to four significant within-country changepoints. Most countries showed significant positive weekly trends in 2021-2022, although uptrends in search interest varied considerably between countries. One episode of the Dr. Oz show (TV media event) coincided with strong peaks in numerous countries. Natural language processing of top search queries showed some agreement between countries and country-specific themes. Weight loss was a major theme in most countries, while a diabetes theme was generally absent or weak. Some countries (Australia, Chile, South Africa, UK) had themes for buying Ozempic from (named) local retailers, and Germany had a theme related to buying Ozempic without a script.
conclusionsGTEH data provided insights into global search interest in semaglutide and regional variation. Studies focusing on specific countries which include social media data can elucidate specific drivers behind the surge in off-label use of semaglutide.
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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 Socratic graph.