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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 3 of 3 Research Studies DisplayedBlumenthal KG, Topaz M, Zhou L
Mining social media data to assess the risk of skin and soft tissue infections from allergen immunotherapy.
This study examined large social media databases including Facebook, Twitter, and Reddit to identify postings of rare incidents of contamination or infection from extracts for allergen immunotherapy (AIT). They used natural language processing (NLP) related to AIT from 2012 to 2016. They compared posts on adverse events for AIT compared to influenza vaccinations. The results showed that both types of posts are rare events.
AHRQ-funded; HS025375.
Citation: Blumenthal KG, Topaz M, Zhou L .
Mining social media data to assess the risk of skin and soft tissue infections from allergen immunotherapy.
J Allergy Clin Immunol 2019 Jul;144(1):129-34. doi: 10.1016/j.jaci.2019.01.029..
Keywords: Social Media, Skin Conditions, Adverse Events, Patient Safety, Vaccination, Risk
Daley MF, Narwaney KJ, Shoup JA
Addressing parents' vaccine concerns: a randomized trial of a social media intervention.
Successful strategies are needed to address parental vaccine hesitancy, a significant public health issue. The study objective was to assess whether an Internet-based platform with vaccine information and interactive social media components improved parents' vaccine-related attitudes. The authors concluded that among vaccine-hesitant parents, an Internet-based intervention improved parents' attitudes about vaccines.
AHRQ-funded; HS021492.
Citation: Daley MF, Narwaney KJ, Shoup JA .
Addressing parents' vaccine concerns: a randomized trial of a social media intervention.
Am J Prev Med 2018 Jul;55(1):44-54. doi: 10.1016/j.amepre.2018.04.010..
Keywords: Caregiving, Patient Safety, Social Media, Vaccination, Web-Based
Topaz M, Lai K, Dhopeshwarkar N
Clinicians' reports in electronic health records versus patients' concerns in social media: A pilot study of adverse drug reactions of aspirin and atorvastatin.
The study’s objective was to compare electronic health record data and social media data to better understand differences and similarities between clinician-reported adverse drug reactions (ADRs) and patients' concerns regarding aspirin and atorvastatin. It found that the most frequently reported ADRs matched the most frequent patients' concerns. However, several less frequently reported reactions were more prevalent on social media (i.e., aspirin-induced hypoglycemia was discussed only on social media).
AHRQ-funded; HS022728.
Citation: Topaz M, Lai K, Dhopeshwarkar N .
Clinicians' reports in electronic health records versus patients' concerns in social media: A pilot study of adverse drug reactions of aspirin and atorvastatin.
Drug Saf 2016 Mar;39(3):241-50. doi: 10.1007/s40264-015-0381-x..
Keywords: Electronic Health Records (EHRs), Social Media, Health Information Technology (HIT), Adverse Drug Events (ADE), Patient Safety