Infodemic: Challenges and solutions in topic discovery and data process

Zhang, Jinjin; Pan, Yang; Lin, Han; Sun, Zhoubao; Wu, Pingping; Tu, Juan

doi:10.1186/s13690-023-01179-z

Arch Public Health

2023

DOI: 10.1186/s13690-023-01179-z

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Infodemic: Challenges and solutions in topic discovery and data process

Jinjin Zhang

¹

,

Yang Pan

²

,

Han Lin

³

et al.

Abstract: Background The Coronavirus Disease 2019 (COVID-19) pandemic was a huge shock to society, and the ensuing information problems had a huge impact on society at the same time. The urgent need to understand the Infodemic, i.e., the importance of the spread of false information related to the epidemic, has been highlighted. However, while there is a growing interest in this phenomenon, studies on the topic discovery, data collection, and data preparation phases of the information analysis process ha… Show more

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Cited by 9 publications

(2 citation statements)

References 97 publications

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“…These include disparities in record keeping practices, unstratified data, inaccurate geolocation and contact details of potential participants, impacting our ability to meet our sample size target sooner enough. Our observations align with evidence reported elsewhere underlining the universality of these challenges in healthcare record management during the pandemic ( 20 ). Furthermore, some centers were slow in fully incorporating COVID-19 surveillance and inclusion of the data into the antenatal registers.…”

Section: Discussionsupporting

confidence: 92%

Challenges to research implementation during public health emergencies: anecdote of insights and lessons learned during the COVID-19 pandemic in Gujarat, India

Memon

¹

,

Jobarteh

²

,

Shah

³

et al. 2024

Front. Public Health

0

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

show abstract

“…These include disparities in record keeping practices, unstratified data, inaccurate geolocation and contact details of potential participants, impacting our ability to meet our sample size target sooner enough. Our observations align with evidence reported elsewhere underlining the universality of these challenges in healthcare record management during the pandemic ( 20 ). Furthermore, some centers were slow in fully incorporating COVID-19 surveillance and inclusion of the data into the antenatal registers.…”

Section: Discussionsupporting

confidence: 92%

Challenges to research implementation during public health emergencies: anecdote of insights and lessons learned during the COVID-19 pandemic in Gujarat, India

Memon

¹

,

Jobarteh

²

,

Shah

³

et al. 2024

Front. Public Health

0

Get access via publisher Add to dashboard Cite

Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

show abstract

“…In the first phase, we cataloged and analyzed undergraduate students' misconceptions about AMR in the post-pandemic era. Given the heightened levels of microbiology-related misinformation in recent years (29), we anticipated that students might hold new misconceptions beyond those previously reported. Using a mixed-methods approach, we found that students continued to harbor many of the same misconceptions about AMR; however, they also frequently misapplied concepts of mutations and evolution when explaining the phenomenon.…”

mentioning

confidence: 99%

Addressing undergraduate misconceptions about antimicrobial resistance: a two-phase study of student reasoning and community engagement

Schutz,

Gaccetta,

Krishnan

et al. 2025

J Microbiol Biol Educ.

0

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

show abstract

Depression prediction based on LassoNet-RNN model: A longitudinal study

Han

¹

,

Li

²

,

Lin

³

et al. 2023

Heliyon

Get access via publisher Add to dashboard Cite

Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

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