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420 Results Found

  • Review
  • Open Access
221 Citations
25,848 Views
12 Pages

Low digital health literacy affects large percentages of populations around the world and is a direct contributor to the spread of COVID-19-related online misinformation (together with bots). The ease and ‘viral’ nature of social media sharing furthe...

  • Review
  • Open Access
1 Citations
2,300 Views
21 Pages

Relationships Between Misinformation Variables and Nutritional Health Strategies: A Scoping Review

  • Andrea Caballero,
  • Cassandra Chapi-Nitcheu,
  • Laura Vallan,
  • Antoine Flahault and
  • Jennifer Hasselgard-Rowe

In an era where information is readily accessible, the dissemination of accurate and reliable health information is crucial for public health promotion. This scoping review explores the impacts of misinformation and disinformation variables on the im...

  • Article
  • Open Access
32 Citations
7,767 Views
17 Pages

Users provide and share information with a broad audience on different forms of social media; however, information accuracy is questionable. Currently, the health information field is severely affected by misinformation. Thus, addressing health misin...

  • Article
  • Open Access
63 Citations
8,253 Views
20 Pages

The increasing availability of online content these days raises several questions about effective access to information. In particular, the possibility for almost everyone to generate content with no traditional intermediary, if on the one hand led t...

  • Review
  • Open Access
2 Citations
1,889 Views
18 Pages

Artificial Intelligence and Digital Technologies Against Health Misinformation: A Scoping Review of Public Health Responses

  • Angelo Cianciulli,
  • Emanuela Santoro,
  • Roberta Manente,
  • Antonietta Pacifico,
  • Savino Quagliarella,
  • Nicole Bruno,
  • Valentina Schettino and
  • Giovanni Boccia

18 October 2025

Background/Objectives: The COVID-19 pandemic highlighted how infodemics—an excessive amount of both accurate and misleading information—undermine health responses. Artificial intelligence (AI) and digital tools have been increasingly appl...

  • Entry
  • Open Access
2,028 Views
15 Pages

Misinformation has emerged as a significant threat to both society and public health, with social media acting as a major conduit for its dissemination. This contributes to harmful health outcomes and undermines trust in authoritative institutions. I...

  • Article
  • Open Access
5 Citations
3,038 Views
10 Pages

A Co-Created Tool to Help Counter Health Misinformation for Spanish-Speaking Communities in the San Francisco Bay Area

  • Lucía Abascal Miguel,
  • Andres Maiorana,
  • Gustavo Santa Roza Saggese,
  • Chadwick K. Campbell,
  • Beth Bourdeau and
  • Emily A. Arnold

Background: Health misinformation, which was particularly prevalent during the COVID-19 pandemic, hampers public health initiatives. Spanish-speaking communities in the San Francisco Bay Area may be especially affected due to low digital health liter...

  • Article
  • Open Access
419 Views
23 Pages

DAFT: Domain-Augmented Fine-Tuning for Large Language Models in Emotion Recognition of Health Misinformation

  • Youlin Zhao,
  • Xingmi Zhu,
  • Wanqing Tang,
  • Linxing Zhou,
  • Li Feng and
  • Mingwei Tang

29 November 2025

This study proposes a domain-augmented fine-tuning strategy for improving emotion recognition in health misinformation using pre-trained large language models (LLMs). The proposed method aims to address key limitations of existing approaches, includi...

  • Systematic Review
  • Open Access
2 Citations
4,535 Views
16 Pages

In the context of increasing online health misinformation, several new approaches have been deployed to reduce the spread and increase the quality of information consumed. This systematic review examines how source credibility labels and other nudgin...

  • Article
  • Open Access
9 Citations
5,163 Views
12 Pages

Health Literacy and Critical Lecture as Key Elements to Detect and Reply to Nutrition Misinformation on Social Media: Analysis between Spanish Healthcare Professionals

  • Sergio Segado-Fernández,
  • María del Carmen Lozano-Estevan,
  • Beatriz Jiménez-Gómez,
  • Carlos Ruiz-Núñez,
  • Pedro Jesús Jiménez Hidalgo,
  • Invención Fernández-Quijano,
  • Liliana González-Rodríguez,
  • Azucena Santillán-García and
  • Ivan Herrera-Peco

Health misinformation about nutrition and other health aspects on social media is a current public health concern. Healthcare professionals play an essential role in efforts to detect and correct it. The present study focuses on analyzing the use of...

  • Article
  • Open Access
1 Citations
4,124 Views
25 Pages

Marketing a Banned Remedy: A Topic Model Analysis of Health Misinformation in Thai E-Commerce

  • Kanitsorn Suriyapaiboonwattana,
  • Yuttana Jaroenruen,
  • Saiphit Satjawisate,
  • Kate Hone,
  • Panupong Puttarak,
  • Nattapong Kaewboonma,
  • Puriwat Lertkrai and
  • Siwanath Nantapichai

Unregulated herbal products marketed via digital platforms present escalating risks to consumer safety and regulatory effectiveness worldwide. This study positions the case of Jindamanee herbal powder—a banned substance under Thai law—as...

  • Article
  • Open Access
1,670 Views
19 Pages

Background: Oral health misinformation has increasingly proliferated across social media platforms in China, prompting rising concerns about the accuracy of health-related content. Fact-checking intent has been identified as a key strategy for mitiga...

  • Article
  • Open Access
5 Citations
3,098 Views
18 Pages

Assessing Brigada Digital de Salud Audience Reach and Engagement: A Digital Community Health Worker Model to Address COVID-19 Misinformation in Spanish on Social Media

  • Elizabeth L. Andrade,
  • Lorien C. Abroms,
  • Anna I. González,
  • Carla Favetto,
  • Valeria Gomez,
  • Manuel Díaz-Ramírez,
  • César Palacios and
  • Mark C. Edberg

9 August 2023

U.S. Spanish-speaking populations experienced gaps in timely COVID-19 information during the pandemic and disproportionate misinformation exposure. Brigada Digital de Salud was established to address these gaps with culturally tailored, Spanish-langu...

  • Review
  • Open Access
1 Citations
3,279 Views
50 Pages

Health Misinformation in Social Networks: A Survey of Information Technology Approaches

  • Vasiliki Papanikou,
  • Panagiotis Papadakos,
  • Theodora Karamanidou,
  • Thanos G. Stavropoulos,
  • Evaggelia Pitoura and
  • Panayiotis Tsaparas

15 March 2025

In this paper, we present a comprehensive survey on the pervasive issue of medical misinformation in social networks from the perspective of information technology. The survey aims at providing a systematic review of related research and helping rese...

  • Article
  • Open Access
1 Citations
3,428 Views
24 Pages

A Novel Comprehensive Framework for Detecting and Understanding Health-Related Misinformation

  • Halyna Padalko,
  • Vasyl Chomko,
  • Sergiy Yakovlev and
  • Dmytro Chumachenko

26 February 2025

The spread of health-related misinformation has become a significant global challenge, particularly during the COVID-19 pandemic. This study introduces a comprehensive framework for detecting and analyzing misinformation using advanced natural langua...

  • Article
  • Open Access
1 Citations
2,215 Views
12 Pages

From the epidemic center in Wuhan to the entirety of China, with the growing infected population, people are seeking and processing health-related information both online and from traditional media outlets such as newspapers. Online misinformation re...

  • Article
  • Open Access
4 Citations
3,591 Views
17 Pages

(Mis)Information, Fears and Preventative Health Behaviours Related to COVID-19

  • Carmina Castellano-Tejedor,
  • María Torres-Serrano and
  • Andrés Cencerrado

Social and mass media platforms (SMM) are essential tools for keeping people informed about health-promoting practices. However, the potential to spread misinformation or false rumors exists. These might influence preventive health behaviours and inc...

  • Article
  • Open Access
912 Views
18 Pages

9 October 2025

The rapid dissemination of health misinformation on the Internet and social media has become a growing challenge for public health, particularly in terms of health information credibility. Promising efforts have been made to detect misinformation usi...

  • Article
  • Open Access
17 Citations
11,797 Views
15 Pages

While the coronavirus 2019 (COVID-19) pandemic is spreading all over the world, misinformation, without prudent journalistic judgments of media content online, has begun circulating rapidly and influencing public opinion on social media. This quantit...

  • Article
  • Open Access
30 Citations
9,275 Views
10 Pages

Is Social Media Spreading Misinformation on Exercise and Health in Brazil?

  • Moacir Marocolo,
  • Anderson Meireles,
  • Hiago Leandro Rodrigues de Souza,
  • Gustavo Ribeiro Mota,
  • Dustin Jay Oranchuk,
  • Rhaí André Arriel and
  • Laura Hora Rios Leite

Instagram (IG) reaches millions of people, sharing personal content and all kinds of information, including those related to exercise and health. However, the scientific quality of the posted information is questionable. Thus, this study aimed to ana...

  • Article
  • Open Access
1,417 Views
27 Pages

12 September 2025

In the era of big-data-driven multi-platform and multimodal health information dissemination, the rapid spread of false and misleading content poses a critical threat to public health awareness and decision making. To address this issue, a dual-strea...

  • Review
  • Open Access
6 Citations
4,018 Views
33 Pages

Health misinformation can cause harm if regulators or private remediators falsely claim that a hazardous facility is safe. This misinformation especially threatens the health of children, minorities, and poor people, disproportionate numbers of whom...

  • Article
  • Open Access
13 Citations
8,183 Views
24 Pages

14 January 2023

To understand the susceptibility to nutrition-health misinformation related to preventing, treating, or mitigating the risk of COVID-19 during the initial lockdowns around the world, the present international web-based survey study (15 April–15 May 2...

  • Article
  • Open Access
11 Citations
4,565 Views
18 Pages

Health Literacy, Misinformation, Self-Perceived Risk and Fear, and Preventive Measures Related to COVID-19 in Spanish University Students

  • Pilar Bas-Sarmiento,
  • María José Lamas-Toranzo,
  • Martina Fernández-Gutiérrez and
  • Miriam Poza-Méndez

The “infodemic” is one of the main obstacles in the fight against the COVID-19 pandemic. In order to face it, health literacy (HL) is essential since it allows for knowledge about COVID-19 and the practice of preventive measures to be fos...

  • Article
  • Open Access
41 Citations
10,411 Views
14 Pages

Web Search Engine Misinformation Notifier Extension (SEMiNExt): A Machine Learning Based Approach during COVID-19 Pandemic

  • Abdullah Bin Shams,
  • Ehsanul Hoque Apu,
  • Ashiqur Rahman,
  • Md. Mohsin Sarker Raihan,
  • Nazeeba Siddika,
  • Rahat Bin Preo,
  • Molla Rashied Hussein,
  • Shabnam Mostari and
  • Russell Kabir

3 February 2021

Misinformation such as on coronavirus disease 2019 (COVID-19) drugs, vaccination or presentation of its treatment from untrusted sources have shown dramatic consequences on public health. Authorities have deployed several surveillance tools to detect...

  • Entry
  • Open Access
9 Citations
7,330 Views
15 Pages

Misinformation about COVID-19: Psychological Insights

  • Elly Anastasiades,
  • Marios Argyrides and
  • Marilena Mousoulidou

15 November 2021

While the precise conceptualization of the term misinformation remains a subject of debate, the current entry defines misinformation as any type of information which is misleading or false, regardless of intent. The COVID-19 pandemic has seen the rap...

  • Viewpoint
  • Open Access
14 Citations
9,765 Views
25 Pages

21 January 2021

The term “Anthropocene Syndrome” describes the wicked interrelated challenges of our time. These include, but are not limited to, unacceptable poverty (of both income and opportunity), grotesque biodiversity losses, climate change, environmental degr...

  • Article
  • Open Access
1,247 Views
24 Pages

3 November 2025

Health misinformation across digital platforms has emerged as a critical fast-growing challenge to global public health, undermining trust in science and contributing to vaccine hesitancy, treatment refusal and heightened health risks. In response, t...

  • Article
  • Open Access
16 Citations
4,713 Views
22 Pages

Unparalleled levels of misinformation have contributed to widespread misunderstandings about the nature of the coronavirus, its cure and preventative measures. Misinformation crosses borders rapidly with the help of social media, and this phenomenon...

  • Article
  • Open Access
1 Citations
2,334 Views
11 Pages

YouTube and Schizophrenia: The Quality and Reliability of Information in the Age of Infodemics

  • Carolina Suárez-Llevat,
  • Iván Herrera-Peco,
  • Carlos Ruiz-Núñez,
  • Álvaro Carmona-Pestaña,
  • Raquel Romero-Castellano and
  • Beatriz Jiménez-Gómez

Background and Objectives: Schizophrenia is a significant public health issue, and YouTube has become an increasingly popular source of health information. This study aims to assess the quality and validity of YouTube videos about schizophrenia, focu...

  • Review
  • Open Access
48 Citations
7,036 Views
24 Pages

Mis–Dis Information in COVID-19 Health Crisis: A Narrative Review

  • Vicente Javier Clemente-Suárez,
  • Eduardo Navarro-Jiménez,
  • Juan Antonio Simón-Sanjurjo,
  • Ana Isabel Beltran-Velasco,
  • Carmen Cecilia Laborde-Cárdenas,
  • Juan Camilo Benitez-Agudelo,
  • Álvaro Bustamante-Sánchez and
  • José Francisco Tornero-Aguilera

Background: In this narrative review, we address the COVID-19 pandemic mis–dis information crisis in which healthcare systems have been pushed to their limits, with collapses occurring worldwide. The context of uncertainty has resulted in skept...

  • Article
  • Open Access
4 Citations
4,030 Views
22 Pages

Misinformation about the COVID-19 Vaccine in Online Catholic Media

  • Verónica Israel-Turim,
  • Valentina Laferrara,
  • Ana Regina Rego and
  • Josep Lluís Micó-Sanz

1 June 2023

During the COVID-19 pandemic, online media were the most widely used sources of scientific information. Often, they are also the only ones on science-related topics. Research has shown that much of the information available on the Internet about the...

  • Article
  • Open Access
13 Citations
9,236 Views
17 Pages

22 October 2023

The recent health crisis and the rapid development of Artificial Intelligence have caused misinformation on social media to flourish by becoming more sophisticated and challenging to detect. This calls upon fact-checking and questions users’ co...

  • Article
  • Open Access
10 Citations
7,850 Views
14 Pages

The characteristics and influence of the echo chamber effect (TECE) of health misinformation diffusion on social media have been investigated by researchers, but the formation mechanism of TECE needs to be explored specifically and deeply. This resea...

  • Review
  • Open Access
34 Citations
7,226 Views
21 Pages

Irrational Beliefs about COVID-19: A Scoping Review

  • Federica Maria Magarini,
  • Margherita Pinelli,
  • Arianna Sinisi,
  • Silvia Ferrari,
  • Giovanna Laura De Fazio and
  • Gian Maria Galeazzi

Since the emergence of the recent Coronavirus Disease of 2019 (COVID-19) and its spread as a pandemic, there has been a parallel spread of false and misleading information, known as an infodemic. The COVID-19 infodemic has induced distrust in scienti...

  • Article
  • Open Access
2 Citations
3,849 Views
24 Pages

27 November 2024

Improper use of hydroxychloroquine to treat COVID-19 has been linked to 17,000 preventable deaths. This content analysis study investigates the emergence of this conspiracy theory, the role of the news media in perpetuating and disseminating it, and...

  • Article
  • Open Access
7 Citations
4,608 Views
16 Pages

Exploring the Role of Infodemics in People’s Incompliance with Preventive Measures during the COVID-19 in Conflict Settings (Mixed Method Study)

  • Ahmed Asa’ad Al-Aghbari,
  • Ola El Hajj Hassan,
  • Maureen Dar Iang,
  • Albrecht Jahn,
  • Olaf Horstick and
  • Fekri Dureab

The evolving availability of health information on social media, regardless of its credibility, raises several questions about its impact on our health decisions and social behaviors, especially during health crises and in conflict settings where com...

  • Article
  • Open Access
3 Citations
2,810 Views
17 Pages

“I Just Don’t Know What to Believe”: Sensemaking during the COVID-19 Pandemic among Criminal Legal Involved Communities

  • Rochelle Davidson Mhonde,
  • Breonna Riddick,
  • Aayushi Hingle,
  • Cameron Shaw,
  • Danielle Rudes,
  • Harold Pollack,
  • John Schneider,
  • Xiaoquan Zhao and
  • Faye S. Taxman

During the COVID-19 pandemic in the United States, those involved with the criminal legal system experience disproportionate vulnerability to infection, transmission, and mortality, facing additional systemic barriers due to criminal legal involvemen...

  • Article
  • Open Access
70 Citations
15,384 Views
18 Pages

Development of a Codebook of Online Anti-Vaccination Rhetoric to Manage COVID-19 Vaccine Misinformation

  • Brian Hughes,
  • Cynthia Miller-Idriss,
  • Rachael Piltch-Loeb,
  • Beth Goldberg,
  • Kesa White,
  • Meili Criezis and
  • Elena Savoia

Vaccine hesitancy (delay in obtaining a vaccine, despite availability) represents a significant hurdle to managing the COVID-19 pandemic. Vaccine hesitancy is in part related to the prevalence of anti-vaccine misinformation and disinformation, which...

  • Review
  • Open Access
2 Citations
9,018 Views
12 Pages

Navigating the Digital Maze: A Review of AI Bias, Social Media, and Mental Health in Generation Z

  • Jane Pei-Chen Chang,
  • Szu-Wei Cheng,
  • Steve Ming-Jang Chang and
  • Kuan-Pin Su

6 June 2025

The rapid adoption of artificial intelligence (AI) within social media platforms has fundamentally transformed the way Generation Z interacts with and navigates the digital landscape. While AI-driven algorithms enhance user experience through content...

  • Article
  • Open Access
436 Views
16 Pages

Wastewater monitoring is a well-established form of community-based public health surveillance technology that gained renewed attention during the COVID-19 pandemic as an early warning system for SARS-CoV-2 infection trends. For monitoring data to be...

  • Review
  • Open Access
607 Views
25 Pages

The primary objective of this research is to identify the most influential factors in the digital platforms used by cancer patients and their environments for accessing oncopaediatric information. This is a PRISMA-guided systematic review that synthe...

  • Article
  • Open Access
18 Citations
3,777 Views
13 Pages

29 June 2022

The high uptake of COVID-19 vaccines is one of the most promising measures to control the pandemic. However, some African American (AA) communities exhibit vaccination hesitancy due to mis- or disinformation. It is important to understand the challen...

  • Review
  • Open Access
25 Citations
7,465 Views
13 Pages

23 February 2022

The acceptability of appropriate SARS-CoV-2 pandemic measures including vaccinations is currently being hampered due to significant misinformation all over the globe, also known as the “infodemic” within the pandemic. We asked the followi...

  • Commentary
  • Open Access
18 Citations
10,820 Views
18 Pages

3 June 2021

In an age of globalisation and hyperconnectivity, the COVID-19 pandemic has caused unprecedented and sustained impact worldwide. This article discusses issues related to (science) communication at different phases of the COVID-19 epidemic timeline. W...

  • Article
  • Open Access
83 Citations
10,670 Views
15 Pages

An overwhelming flood of misinformation is accompanying the pandemic of COVID-19. Fake news and conspiracy theories are so prevalent that the World Health Organization started as early as February 2020 to use the term “infodemic”. This pa...

  • Article
  • Open Access
2 Citations
2,238 Views
16 Pages

Informed but Unvaccinated: A Cross-Sectional Study Among University Students in Ghana

  • Prince Yeboah,
  • Ahmad Yaman Abdin,
  • Trudy Osei Gyasi,
  • Priscilla Anyimiah,
  • Newman Osafo,
  • Philip Skotzke,
  • Werner Pitsch,
  • Mahmood Oppong Brobbey,
  • Anto Berko Panyin and
  • Claus Jacob
  • + 2 authors

28 March 2025

During the COVID-19 pandemic, vaccination hesitancy (VH) posed an equally unexpected and significant obstacle to the effectiveness of public health interventions. VH has not only the potential to stir up public unrest, but it may also impede the succ...

  • Review
  • Open Access
11 Citations
9,081 Views
32 Pages

The Role of AI-Based Chatbots in Public Health Emergencies: A Narrative Review

  • Francesco Branda,
  • Massimo Stella,
  • Cecilia Ceccarelli,
  • Federico Cabitza,
  • Giancarlo Ceccarelli,
  • Antonello Maruotti,
  • Massimo Ciccozzi and
  • Fabio Scarpa

26 March 2025

The rapid emergence of infectious disease outbreaks has underscored the urgent need for effective communication tools to manage public health crises. Artificial Intelligence (AI)-based chatbots have become increasingly important in these situations,...

  • Article
  • Open Access
3 Citations
3,584 Views
12 Pages

Photoprotection and Skin Cancer on X/Twitter: Analysis of Misinformation, Communication Challenges, and Attitudes in the Spanish Community

  • Cristina Fuentes-Lara,
  • Santana Lois Poch Butler,
  • María Luisa Humanes and
  • Lara Jiménez Sánchez

This paper delves into the challenges faced by scientists to effectively communicate regarding photoprotection and skin cancer as a result of the pervasive, harmful effects of disinforming messages. In order to do so, the Spanish population’s u...

  • Article
  • Open Access
14 Citations
9,281 Views
26 Pages

Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language

  • Patricia Takako Endo,
  • Guto Leoni Santos,
  • Maria Eduarda de Lima Xavier,
  • Gleyson Rhuan Nascimento Campos,
  • Luciana Conceição de Lima,
  • Ivanovitch Silva,
  • Antonia Egli and
  • Theo Lynn

Public health interventions to counter the COVID-19 pandemic have accelerated and increased digital adoption and use of the Internet for sourcing health information. Unfortunately, there is evidence to suggest that it has also accelerated and increas...

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