A5078182358- Misinformation and Its Impacts
- Mental Health via Writing
- Digital Mental Health Interventions
- Vaccine Coverage and Hesitancy
- HIV/AIDS Research and Interventions
- Complex Network Analysis Techniques
- Opinion Dynamics and Social Influence
- Health Literacy and Information Accessibility
- Impact of Technology on Adolescents
- Personality Disorders and Psychopathology
- Media Influence and Health
- Viral Infections and Outbreaks Research
- Mental Health Research Topics
- HIV, Drug Use, Sexual Risk
Indiana University
2023
Indiana University Bloomington
2022-2023
Background Shortly after the worst of COVID-19 pandemic, an outbreak mpox introduced another critical public health emergency. Like was characterized by a rising prevalence misinformation on social media, through which many US adults receive and engage with news. Digital continues to challenge efforts officials in providing accurate timely information public. We examine evolving topic distributions media narratives during map tension between rapidly diffusing communication. Objective This...
Background Internalizing, externalizing, and somatoform disorders are the most common disabling forms of psychopathology. Our understanding these clinical problems is limited by a reliance on self-report along with research using small samples. Social media has emerged as an exciting channel for collecting large sample longitudinal data from individuals to study Objective This reported results 2 ongoing studies in which we collected Twitter self-reported screening scales, Studies Online...
<sec> <title>BACKGROUND</title> Depression and anxiety are associated with patterns of negative thinking that can be targeted through cognitive restructuring as a part behavioral therapy (CBT). Our team has created set distortion schemata (CDS) n-grams based on theories underlying CBT to measure the linguistic markers indicate vulnerability depression. These CDS were specifically designed examine online language. </sec> <title>OBJECTIVE</title> prior work supports relationship between...
Many life-influencing social networks are characterized by considerable informational isolation. People within a community far more likely to share beliefs than people who part of different communities. The spread useful information across communities is impeded echo chambers (far greater connectivity between communities) and filter bubbles (more influence connected neighbors communities). We apply the tools network analysis organize our understanding modularized predict effect individual...
Pre-Exposure Prophylaxis (PrEP) interventions are increasingly prevalent on social media. These data can be mined for insights about PrEP that may not as apparent in surveys including personal musings and barriers/facilitators to uptake. This study explores online discourse using an interdisciplinary public health computational informatics approach. We collected (N = 4,020) tweets Twitter's Application Programming Interface (API). underwent a three-step neural network/deep learning process...
<sec> <title>BACKGROUND</title> Shortly after the worst of COVID-19 pandemic, an outbreak mpox introduced another critical public health emergency. Like was characterized by a rising prevalence misinformation on social media, through which many US adults receive and engage with news. Digital continues to challenge efforts officials in providing accurate timely information public. We examine evolving topic distributions media narratives during map tension between rapidly diffusing...