Literature DB >> 30283627

Using social media in safety signal management: is it reliable?

Sue Rees1, Sadiqa Mian2, Neal Grabowski2.   

Abstract

Social media use is growing globally, with a reported 3 billion active users in 2017. This medium is used increasingly in a health setting by patients (and to a limited extent, healthcare professionals) to share experiences and ask advice on medical conditions as well as pharmaceutical products. In recent years, attention has turned to this huge, generally untapped, source of potential health information as a possible tool for pharmacovigilance, and in particular signal detection. In this article we explore some of the challenges of utilizing social media for safety signal detection and look at some of the pilot studies conducted to date in order to weigh the evidence for and against the utility of social media data in safety signal detection. After doing so we can conclude that the analysis of social media datasets has demonstrated a limited contribution to the signal detection and signal management process. The data available in social media can complement blind spots in traditional pharmacovigilance datasets and provide significant value for targeted investigations and studies such as those relating to abuse, misuse, use in pregnancy, and patient sentiments.

Entities:  

Keywords:  internet; pharmacovigilance; signal detection; signal management; social media

Year:  2018        PMID: 30283627      PMCID: PMC6166319          DOI: 10.1177/2042098618789596

Source DB:  PubMed          Journal:  Ther Adv Drug Saf        ISSN: 2042-0986


  12 in total

1.  Social Media Listening for Routine Post-Marketing Safety Surveillance.

Authors:  Gregory E Powell; Harry A Seifert; Tjark Reblin; Phil J Burstein; James Blowers; J Alan Menius; Jeffery L Painter; Michele Thomas; Carrie E Pierce; Harold W Rodriguez; John S Brownstein; Clark C Freifeld; Heidi G Bell; Nabarun Dasgupta
Journal:  Drug Saf       Date:  2016-05       Impact factor: 5.606

Review 2.  Perspectives on the use of data mining in pharmaco-vigilance.

Authors:  June Almenoff; Joseph M Tonning; A Lawrence Gould; Ana Szarfman; Manfred Hauben; Rita Ouellet-Hellstrom; Robert Ball; Ken Hornbuckle; Louisa Walsh; Chuen Yee; Susan T Sacks; Nancy Yuen; Vaishali Patadia; Michael Blum; Mike Johnston; Charles Gerrits; Harry Seifert; Karol Lacroix
Journal:  Drug Saf       Date:  2005       Impact factor: 5.606

3.  Social media and networks in pharmacovigilance: boon or bane?

Authors:  I Ralph Edwards; Marie Lindquist
Journal:  Drug Saf       Date:  2011-04-01       Impact factor: 5.606

4.  Social media: physicians-to-physicians education and communication.

Authors:  Keith A Fehring; Ivan De Martino; Alexander S McLawhorn; Peter K Sculco
Journal:  Curr Rev Musculoskelet Med       Date:  2017-06

5.  Social Media Monitoring and Adverse Drug Reaction Reporting in Pharmacovigilance: An Overview of the Regulatory Landscape.

Authors:  Marina Lengsavath; Anne Dal Pra; Anne-Marie de Ferran; Sabine Brosch; Linda Härmark; Victoria Newbould; Susana Goncalves
Journal:  Ther Innov Regul Sci       Date:  2016-09-27       Impact factor: 1.778

Review 6.  Social media for patients: benefits and drawbacks.

Authors:  Ivan De Martino; Rocco D'Apolito; Alexander S McLawhorn; Keith A Fehring; Peter K Sculco; Giorgio Gasparini
Journal:  Curr Rev Musculoskelet Med       Date:  2017-03

Review 7.  Social media and pharmacovigilance: A review of the opportunities and challenges.

Authors:  Richard Sloane; Orod Osanlou; David Lewis; Danushka Bollegala; Simon Maskell; Munir Pirmohamed
Journal:  Br J Clin Pharmacol       Date:  2015-09-02       Impact factor: 4.335

8.  Can social media data lead to earlier detection of drug-related adverse events?

Authors:  Mei Sheng Duh; Pierre Cremieux; Marc Van Audenrode; Francis Vekeman; Paul Karner; Haimin Zhang; Paul Greenberg
Journal:  Pharmacoepidemiol Drug Saf       Date:  2016-09-07       Impact factor: 2.890

9.  Evaluation of Facebook and Twitter Monitoring to Detect Safety Signals for Medical Products: An Analysis of Recent FDA Safety Alerts.

Authors:  Carrie E Pierce; Khaled Bouri; Carol Pamer; Scott Proestel; Harold W Rodriguez; Hoa Van Le; Clark C Freifeld; John S Brownstein; Mark Walderhaug; I Ralph Edwards; Nabarun Dasgupta
Journal:  Drug Saf       Date:  2017-04       Impact factor: 5.606

10.  Social Media Mining for Toxicovigilance: Automatic Monitoring of Prescription Medication Abuse from Twitter.

Authors:  Abeed Sarker; Karen O'Connor; Rachel Ginn; Matthew Scotch; Karen Smith; Dan Malone; Graciela Gonzalez
Journal:  Drug Saf       Date:  2016-03       Impact factor: 5.606

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  2 in total

1.  Social media monitoring on the perceived safety of medication use during pregnancy: A case study from the Netherlands.

Authors:  Marleen M H J van Gelder; Annemarije Rog; Sebastian J H Bredie; Wietske Kievit; Hedvig Nordeng; Tom H van de Belt
Journal:  Br J Clin Pharmacol       Date:  2019-08-19       Impact factor: 4.335

Review 2.  The Use of Social Media in Detecting Drug Safety-Related New Black Box Warnings, Labeling Changes, or Withdrawals: Scoping Review.

Authors:  Jae-Young Lee; Yae-Seul Lee; Dong Hyun Kim; Han Sol Lee; Bo Ram Yang; Myeong Gyu Kim
Journal:  JMIR Public Health Surveill       Date:  2021-06-28
  2 in total

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