Mark Lieber
Assessing the Mental Health Impact of the 2011 Great Japan Earthquake, Tsunami, and Radiation Disaster on Elementary and Middle School Children in the Fukushima Prefecture of Japan
PloS one
sentiments opinions regarding covid19 covid19 vaccination indonesianlanguage twitter scarcely reported one comprehensive study thus aimed study also analyzed fake news facts twitter engagement understand peoples perceptions beliefs determine public health literacy collected 3489367 tweets data january 2020 august 2021 analyzed factual fake news using string comparison method difflib library used measure similarity users engagement analyzed averaging engagement metrics tweets retweets favorites replies posts shared sentiments opinions regarding covid19 covid19 vaccination positive sentiments covid19 covid19 vaccination dominated however negative sentiments increased beginning implementation restrictions community activities ppkm tweets dominated importance health protocols washing hands keeping distance wearing masks several types vaccines top word count vaccine subtopic acceptance vaccination increased studied period fake news overweighed facts tweets dynamic showed engaged topics changed nature covid19 vaccination virus mutation peaked early middle terms 2021 public sentiment engagement shifted hesitancy anxiety towards safety effectiveness vaccines whilst changed wariness uprising delta variant understanding public sentiment opinion help policymakers plan best strategy cope pandemic positive sentiments factbased opinions covid19 covid19 vaccination shown predominantly however sufficient health literacy levels could yet predicted sought study