Sentiment analysis of Indonesian tweets on COVID-19 and COVID-19 vaccinations DOI Creative Commons
Viskasari Pintoko Kalanjati, Nurina Hasanatuludhhiyah,

Annette d’Arqom

et al.

F1000Research, Journal Year: 2024, Volume and Issue: 12, P. 1007 - 1007

Published: March 12, 2024

Background Sentiments and opinions regarding COVID-19 the vaccination on Indonesian-language Twitter are scarcely reported in one comprehensive study, thus were aimed at our study. We also analyzed fake news facts, engagement to understand people’s perceptions beliefs that determine public health literacy. Methods collected 3,489,367 tweets data from January 2020 August 2021. factual using string comparison method. The difflib library was used measure similarity. user’s by averaging metrics of tweets, retweets, favorites, replies, posts shared with sentiments vaccination. Result Positive dominated, however, negative increased during beginning implementation restrictions community activities (PPKM). dominated importance protocols (washing hands, keeping distance, wearing masks). Several types vaccines top word count vaccine subtopic. Acceptance studied period, overweighed facts. dynamic showed engaged topics changed nature virus mutation which peaked early middle terms sentiment shifted hesitancy anxiety towards safety effectiveness vaccines, whilst again into wariness an uprising delta variant. Conclusion Understanding opinion can help policymakers plan best strategy cope pandemic. fact-based COVID-19, had been shown predominantly. However, sufficient literacy levels could yet be predicted sought for further study.

Language: Английский

Examining the relationship between health literacy and quality of life in patients with coronary heart disease: a quantitative study at a cardiology clinic DOI Creative Commons
Lita Lita,

Nadila Khairiyah,

Agnita Utami

et al.

Healthcare in Low-resource Settings, Journal Year: 2024, Volume and Issue: unknown

Published: July 3, 2024

Coronary Heart Disease (CHD) is the leading cause of death worldwide and rising, annually. Improved health outcomes require early treatment self-monitoring, which need literacy. This study examined how literacy affects CHD patients’ Quality Life (QoL) at Hospital’s Cardiology Clinic. quantitative, descriptive correlation was cross-sectional. The sample 164 respondents, sampled consecutively. Patients must be willing to participate, diagnosed with CHD, attend cardiology outpatient follow-up appointments. Health measured HLS-EU-SQ10 QoL Seattle Angina Questionnaire. used chi-square analyze relationship between two ordinal scale variables in a contingency table. average age 58.07 years, according research. Of 59 (36.0%) had graduated high school. assessed three domains: physical limitation (P=0.024), angina frequency (P=0.570), (P=0.338). Service agencies should able use pamphlets improve provide rehabilitation acute coronary syndrome patients QoL.

Language: Английский

Citations

0
Sentiment analysis of Indonesian tweets on COVID-19 and COVID-19 vaccinations DOI Creative Commons
Viskasari Pintoko Kalanjati, Nurina Hasanatuludhhiyah,

Annette d’Arqom

et al.

F1000Research, Journal Year: 2024, Volume and Issue: 12, P. 1007 - 1007

Published: March 12, 2024

Background Sentiments and opinions regarding COVID-19 the vaccination on Indonesian-language Twitter are scarcely reported in one comprehensive study, thus were aimed at our study. We also analyzed fake news facts, engagement to understand people’s perceptions beliefs that determine public health literacy. Methods collected 3,489,367 tweets data from January 2020 August 2021. factual using string comparison method. The difflib library was used measure similarity. user’s by averaging metrics of tweets, retweets, favorites, replies, posts shared with sentiments vaccination. Result Positive dominated, however, negative increased during beginning implementation restrictions community activities (PPKM). dominated importance protocols (washing hands, keeping distance, wearing masks). Several types vaccines top word count vaccine subtopic. Acceptance studied period, overweighed facts. dynamic showed engaged topics changed nature virus mutation which peaked early middle terms sentiment shifted hesitancy anxiety towards safety effectiveness vaccines, whilst again into wariness an uprising delta variant. Conclusion Understanding opinion can help policymakers plan best strategy cope pandemic. fact-based COVID-19, had been shown predominantly. However, sufficient literacy levels could yet be predicted sought for further study.

Language: Английский

Citations

0