Analysis of Fluoride-Free Content on Twitter: Topic Modeling Study.

Author: ButtZahid Ahmad, CruvinelThiago, KaurJasleen, LottoMatheus, MoritaPlinio P, Zakir HussainIrfhana

Paper Details 
Original Abstract of the Article :
Although social media has the potential to spread misinformation, it can also be a valuable tool for elucidating the social factors that contribute to the onset of negative beliefs. As a result, data mining has become a widely used technique in infodemiology and infoveillance research to combat misi...See full text at original site
Dr.Camel IconDr.Camel's Paper Summary Blogラクダ博士について

ラクダ博士は、Health Journal が論文の内容を分かりやすく解説するために作成した架空のキャラクターです。
難解な医学論文を、専門知識のない方にも理解しやすいように、噛み砕いて説明することを目指しています。

* ラクダ博士による解説は、あくまで論文の要点をまとめたものであり、原論文の完全な代替となるものではありません。詳細な内容については、必ず原論文をご参照ください。
* ラクダ博士は架空のキャラクターであり、実際の医学研究者や医療従事者とは一切関係がありません。
* 解説の内容は Health Journal が独自に解釈・作成したものであり、原論文の著者または出版社の見解を反映するものではありません。


引用元:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10337345/

データ提供:米国国立医学図書館(NLM)

A Twitter Oasis: Exploring Antifluoridation Discourse on Social Media

This study explores the discourse surrounding fluoride on Twitter, a platform where misinformation can spread rapidly. It utilizes topic modeling, a data mining technique, to analyze tweets mentioning "fluoride-free," shedding light on the social factors driving antifluoridation beliefs.

Navigating the Shifting Sands of Public Opinion: Unveiling the Anti-Fluoride Movement

The study reveals that the term "fluoride-free" is frequently associated with antifluoridation interests on Twitter. It identifies key themes within this discourse, including concerns about the side effects of fluoridated oral care products and tap water. These findings highlight the potential for misinformation to flourish online and emphasize the importance of addressing public concerns and promoting accurate information.

From the Desert of Misinformation to the Oasis of Truth: A Call for Critical Thinking

This research highlights the importance of critical thinking and media literacy in navigating the vast desert of online information. It underscores the need for credible sources and evidence-based information to counter misinformation and promote informed decision-making. This study encourages a proactive approach to combatting misinformation and fostering a more informed and discerning public.

Dr.Camel's Conclusion

This study offers a valuable glimpse into the complex world of online discourse surrounding fluoride, revealing the potential for misinformation to flourish on social media platforms like Twitter. It highlights the importance of critical thinking, media literacy, and the dissemination of accurate information to combat misinformation and promote informed decision-making in the digital age. It emphasizes the need to navigate the desert of online information with a discerning eye, seeking out oases of truth and evidence-based information.

Date :
  1. Date Completed 2023-06-23
  2. Date Revised 2023-07-14
Further Info :

Pubmed ID

37338975

DOI: Digital Object Identifier

PMC10337345

Related Literature

SNS
PICO Info
in preparation
Languages

English

Positive IndicatorAn AI analysis index that serves as a benchmark for how positive the results of the study are. Note that it is a benchmark and requires careful interpretation and consideration of different perspectives.

This site uses cookies. Visit our privacy policy page or click the link in any footer for more information and to change your preferences.