Use of Social Media for Pharmacovigilance Activities: Key Findings and Recommendations from the Vigi4Med Project.
Bissan AudehFlorelle BelletMarie-Noëlle BeyensAgnès Lillo-Le LouëtCédric BousquetPublished in: Drug safety (2021)
The large-scale use of social media by the population has gained the attention of stakeholders and researchers in various fields. In the domain of pharmacovigilance, this new resource was initially considered as an opportunity to overcome underreporting and monitor the safety of drugs in real time in close connection with patients. Research is still required to overcome technical challenges related to data extraction, annotation, and filtering, and there is not yet a clear consensus concerning the systematic exploration and use of social media in pharmacovigilance. Although the literature has mainly considered signal detection, the potential value of social media to support other pharmacovigilance activities should also be explored. The objective of this paper is to present the main findings and subsequent recommendations from the French research project Vigi4Med, which evaluated the use of social media, mainly web forums, for pharmacovigilance activities. This project included an analysis of the existing literature, which contributed to the recommendations presented herein. The recommendations are categorized into three categories: ethical (related to privacy, confidentiality, and follow-up), qualitative (related to the quality of the information), and quantitative (related to statistical analysis). We argue that the progress in information technology and the societal need to consider patients' experiences should motivate future research on social media surveillance for the reinforcement of classical pharmacovigilance.
Keyphrases
- social media
- health information
- adverse drug
- drug induced
- end stage renal disease
- quality improvement
- systematic review
- chronic kidney disease
- newly diagnosed
- ejection fraction
- public health
- prognostic factors
- healthcare
- big data
- peritoneal dialysis
- electronic health record
- mental health
- clinical practice
- patient reported outcomes
- risk assessment
- mass spectrometry
- label free
- loop mediated isothermal amplification