Researchers have found that analysis of tweets can reveal whether antidepressants have the desired effect on patients. A study by researchers at the Pompeu Fabra University (UPF) and the Institute for Biomedical Informatics (GRIB) at the Delmar Medical Institute (IMIM) in Barcelona, Spain, published a tweet in Spanish published by suffering users. Behavioral and verbal changes have been identified from depression, and those taking medication to treat this disease.
They focused on changes in message characteristics that may be associated with antidepressant treatment. According to a study published in the Journal of Medical Internet Research, the most notable result was that Twitter activity increased with longer messages while users were saying they were receiving antidepressant treatment, It was revealed that there are few messages posted at night.
There is also more interaction with other users (for example, more mentions per tweet, which may reflect an interest in interacting with others), and positive emotions related to happiness and surprise. Has also increased. “It can be said that the behavioral patterns of people treated with antidepressants change and tend to resemble those of people who do not suffer from depression,” said Angela Wraith of the Biomedical Informatics Research Program. Says.
Depression is one of the most prevalent mental illnesses. According to the World Health Organization (WHO), it affects more than 322 million people of all ages and is one of the leading causes of disability worldwide.
The possibility of analyzing large amounts of data shared on social networks offers new opportunities to better understand user behavior.
The study used big data and text mining to analyze tweets by users who said scientists were taking medication to treat depressive disorders. The main goal was to detect the effects of this drug by changing the language used in tweets and the way Twitter is used.
There are many different types of antidepressants, and this study focused specifically on selective serotonin reuptake inhibitors, the most commonly prescribed drugs for the treatment of depression.
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