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Research design and methods: We selected a list of 33 drugs subject to careful monitoring due to safety concern in France and Europe, and extracted tweets using the streaming API from 30 September 2014 to 5 April 2015. Two pharmacovigilance centers classified these tweets manually as potential ADR case reports.
Results: Among 10,534 tweets, 848 (8.05%) implied or mentioned an ADR without meeting the four FDA criteria required for reporting an ADR, and 289 (2.74%) tweets were classified as ‘case reports.’ Among them 20 (7.27%) tweets mentioned an unexpected ADR and 33 (11.42%) tweets mentioned a serious ADR.
Conclusions: With the use of dedicated tools, Twitter could become a complementary source of information for pharmacovigilance, despite a major limitation regarding causality assessment of ADRs in individual tweets, which may improve with the new limitation to 280 characters per tweet. 相似文献
Methods: The study comprised of 2139 full-time undergraduate students, representative of university students in Montreal, Canada. A 3-step latent class logistic regression analysis was performed to identify groups and compare them on demographic characteristics.
Results: The statistical fit indices of the latent class analysis revealed a four-class solution. Class 1 (30.1% of the sample) included non-gamblers with low probabilities of substance use. Class 2 (11.2% of the sample) grouped non-gamblers with high-risk patterns of consumption. Class 3 (36.42% of the sample) included gamblers who are low-risk substance users, and individuals in Class 4 (22.25% of the sample) reported risky patterns of gambling and substance-using behaviors. Results of the logistic regression suggested that gender, being born in Canada, and working full- or part-time are significant predictors of class membership. Participants in both groups labeled at-risk (with and without gambling) were also more likely to report psychological distress and to live outside the family environment.
Conclusions: This study raises important questions regarding the choice of preventive models and feeds into the long-standing debate around universal versus high-risk approaches. 相似文献