Social Media Commons^™

Understanding The Consumption Of Antimicrobial Resistance–Related Content On Social Media: Twitter Analysis, Hyunuk Kim, Chris R. Proctor, Dylan Walker, Ronan R. Mccarthy

Business Faculty Articles and Research

Background: Antimicrobial resistance (AMR) is one of the most pressing concerns in our society. Today, social media can function as an important channel to disseminate information about AMR. The way in which this information is engaged with depends on a number of factors, including the target audience and the content of the social media post.

Objective: The aim of this study is to better understand how AMR-related content is consumed on the social media platform Twitter and to understand some of the drivers of engagement. This is essential to designing effective public health strategies, raising awareness about antimicrobial …

Digital Health Technologies For Peripartum Depression Management Among Low-Socioeconomic Populations: Perspectives From Patients, Providers, And Social Media Channels, Alexandra Zingg, Tavleen Singh, Amy Franklin, Angela Ross, Sudhakar Selvaraj, Jerrie Refuerzo, Sahiti Myneni

Faculty, Staff and Student Publications

BACKGROUND: Peripartum Depression (PPD) affects approximately 10-15% of perinatal women in the U.S., with those of low socioeconomic status (low-SES) more likely to develop symptoms. Multilevel treatment barriers including social stigma and not having appropriate access to mental health resources have played a major role in PPD-related disparities. Emerging advances in digital technologies and analytics provide opportunities to identify and address access barriers, knowledge gaps, and engagement issues. However, most market solutions for PPD prevention and management are produced generically without considering the specialized needs of low-SES populations. In this study, we examine and portray the information and technology needs …

The Covid-19 Pandemic And International Students: A Mixed-Methods Approach To Relationships Between Social Media Use, Social Support, And Mental Health, Hyunjin Seo, Yuchen Liu, Husain Ebrahim, Muhammad Ittefaq, Donghwa Chung

School of Communication Studies - Faculty Scholarship

The COVID-19 pandemic and international students: A mixed-methods approach to relationships between social media use, social support, and mental healthThe COVID-19 pandemic has added significant stress to international students in the U.S. who already facemyriad challenges in adjusting to their host country. We used a mixed-method approach combining surveyand interview research involving international students enrolled in undergraduate or graduate programs at aU.S. university to analyze how their social media use and perceived social support and social adjustmentare associated with their sense of mental well-being when taking into account demographic and socialpsychological characteristics. Our findings show that international students spent an …

A Systematic Literature Review Of Research From 2010 To 2020 Addressing User-Generated Online Comments Related To Health Issues And Recommendations For Future Research, Muhammad Ittefaq, Mauryne Abwao, Ioana A. Coman, Waqas Ejaz

School of Communication Studies - Faculty Scholarship

This systematic literature review was conducted to provide insights into how online readers’ comments have been studied in the context of health over a 10-year span. About 593 studies published between 2010 and 2020; of these, 34 met the research criteria for inclusion. Our findings reveal that 60% of the studies focused on the United States, and a qualitative method was used in 74.3% of these studies. About 23.5% of the studies explored vaccine-related issues. Our results reveal that among the selected studies, 76.5% and 20.6% had female and male first authors, respectively. Textual analysis of abstracts shows that the …

Conspiracy Theories And Ebola: Lessons Learned Important For Future Pandemics, Shawn C. Smallman

International & Global Studies Faculty Publications and Presentations

The public health campaign against Ebola in the Democratic Republic of the Congo faced serious challenges, some due to conspiracy theories and denial. These beliefs were so powerful that they even caused repeated attacks upon health care providers and medical centers. These conspiracy theories were nothing new, as they are a common feature of all frightening epidemics, such as HIV and COVID-19. These narratives also circulated during the 2015 West African Ebola outbreak. Addressing conspiracy theories during an epidemic requires a coordinated campaign involving not only local leaders but also the cooperation of social media organizations

Public Health Law’S Digital Frontier: Addictive Design, Section 230, And The Freedom Of Speech, Matthew B. Lawrence

Faculty Articles

This Article argues that, even if courts are unpersuaded by the broadest arguments in favor of a public health approach to regulation of addictive design, they should nonetheless reject the platforms’ efforts to make addictive design a public-health-law-free zone. The public health and internet paradigms can be reconciled as a policy matter because addictive design threatens both public health and innovation online. The public health and internet paradigms can also be reconciled as a legal matter be-cause even strong theories of section 230 and the First Amendment, properly understood, leave states a safe harbor in which to regulate much addictive …

Twitter Sentiment About The Us Federal Tobacco 21 Law: Mixed Methods Analysis, Page D. Dobbs, Allison Ames Boykin, Nnamdi Chika Ezike, Aaron Myers, Jason B. Colditz, Brian A. Primack

Health, Human Performance and Recreation Faculty Publications and Presentations

Background: On December 20, 2019, the US “Tobacco 21” law raised the minimum legal sales age of tobacco products to 21 years. Initial research suggests that misinformation about Tobacco 21 circulated via news sources on Twitter and that sentiment about the law was associated with particular types of tobacco products and included discussions about other age-related behaviors. However, underlying themes about this sentiment as well as temporal trends leading up to enactment of the law have not been explored.

Objective: This study sought to examine (1) sentiment (pro-, anti-, and neutral policy) about Tobacco 21 on Twitter and (2) volume …

Social Protection And Foundational Cognitive Skills During Adolescence: Evidence From A Large Public Works Program, Nader Aboul-Fettouh, Kevin P Lee, Natalie Kash, Kathleen Kroger, Sirunya Silapunt

Faculty, Staff and Student Publications

INTRODUCTION: Reddit, a popular social media website, has numerous forums where users may discuss healthcare-related topics and request diagnostic and treatment advice for dermatologic conditions. We sought to analyze and grade user-submitted requests for dermatologic advice and their top responses on Reddit.

METHODS: User-submitted posts requesting diagnostic advice and their respective responses on two popular Reddit forums, SkinCareAddiction (ScA) and DermatologyQuestions (DQ), were reviewed by three board-certified dermatologists using a grading rubric designed for this study.

RESULTS: 300 posts and comments were reviewed. Diagnoses among all graders matched in 52.3% of posts with a mean grader confidence score of 4/5 …

Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang

Dissertations

This research explores the influence of Twitter sentiment on healthcare and finance industries. It assesses how Twitter sentiment and culture measure influence COVID-19 statistics, and it investigates the impact of Twitter sentiment on S&P 1500 stock mispricing. Furthermore, it examines how tweet sentiment predicts major industry returns.

The first part examines how Hofstede’s Culture Dimensions (HCD) and Twitter economic uncertainty index (TEU) relate to COVID-19 infection rate and death rate. The results show certain aspects in HCD, such as power distance index (PDI) and masculinity (MAS) both are negatively and significantly associated with the infection rate, while indulgence (IVR) and …

Full Issue, Winthrop Mcnair Research Bulletin

The Winthrop McNair Research Bulletin

Winthrop McNair Research Bulletin Volume 5, Full Issue

Local Broadcast Reporters Maintaining Social Responsibility And Mental Health While Serving A Community Under Lockdown, Mary-Morgan Ellis

Graduate Theses and Dissertations

This study looks at local broadcast news reporters working in Northwest Arkansas before, at the start, and during the COVID-19 global pandemic. Research for this study includes a content study of the tweets and Twitter accounts of eleven local reporters. This study considers the social responsibility theory and examines how these eleven local reporters use the theory in their everyday work. Research found, though these reporters don’t credit the theory by name, they are still putting its guidelines into effect as a sort of moral compass when creating objective and representative news for their communities. The research also found that …

The Impact Of Hpv Vaccine Narratives On Social Media: Testing Narrative Engagement Theory With A Diverse Sample Of Young Adults, Amy E. Leader, Michelle Miller-Day, Rikishi T. Rey, Preethi Selvan, Anne E. Pezalla, Michael L. Hecht

Communication Faculty Articles and Research

Rates of human papillomavirus (HPV) infection are highest in young adults, who can be vaccinated against HPV if they were not vaccinated as adolescents. Since young adults increasingly access health information on social media, we tested the impact of a social media campaign with narrative-based health information on intentions related to HPV vaccination. We also aimed to understand which ads resonated most with young adults and led to higher survey completion rates. We created social media posts featuring videos promoting HPV vaccination. We launched a sponsored ad campaign on Facebook to reach young women, ages 18–26, across the country. Participants …

Understanding The Impact Of Emotional Support On Mental Health Resilience Of The Community In The Social Media In Covid-19 Pandemic, Xuan Hu, Yanqing Song, Ruilin Zhu, Shuang He, Bowen Zhou, Xuelian Li, Han Bao, Shan Shen, Bingsheng Liu

Research Collection Lee Kong Chian School Of Business

Background: Emotional support in social media can act as a buffer against the negative impact of affective disorders. However, empirical evidence relating to emotional support in social media and how it influences the wider public remains scanty. The objective of this study is therefore to conduct a prototype investigation into the translation mechanism of emotional support in social media, providing empirical evidence for practitioners to use to tackle mental health issues for the wider public. Methods: A regression model is proposed to examine the relationship between perceived and received emotional support. Received emotional support is set as the dependent variable …

Unpacking Misinfodemic During A Global Health Crisis: A Qualitative Inquiry Of Psychosocial Characteristics In Social Media Interactions, Sofia M Olivares, Sahiti Myneni

Faculty, Staff and Student Publications

The pervasiveness of health information in social media has led to a modern misinformation crisis, also known as a misinfodemic. Misinfodemics have upended public health activities as clearly evident during the COVID-19 pandemic. The objective of this study is to characterize social media content and information sources using theory-driven health behavior and psychology constructs to better understand the motifs of misinformation and their role in the dissemination of health (mis)information in Twitter posts. We analyzed 1,400 randomly selected tweets related to COVID-19 to ascertain four important variables, what is the tweet about (content), how is it structured (linguistic features), who …

J Mich Dent Assoc April 2022

The Journal of the Michigan Dental Association

Monthly, The Journal of the Michigan Dental Association brings news, information, and feature articles to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this April 2022 issue, the reader will find the following original content:

• A cover feature “Protect Your Patients and Yourself: The Complete and Honest Medical History”
• A feature article “The Foundation for Dental Care: The Patient Interview and Dental/Medical Health History”
• A 10-Minute EBD “The Preferred Analgesia for Orthodontic Tooth Movement: Acetaminophen or NSAIDs?”
• News you need: an Editorial, a "Reminder about Antitrust Law", and regular department articles, …

Prevention Of Violence Against Women And Girls: A Cost-Effectiveness Study Across 6 Low- And Middle-Income Countries, Giulia Ferrari, Sergio Torres-Rueda, Esnat Chirwa, Andrew Gibbs, Stacey Orangi, Edwine Barasa, Theresa Tawiah, Rebecca Kyerewaa Dwommoh Prah, Rozina Karmaliani, Hussain Maqbool Ahmed Khuwaja

School of Nursing & Midwifery

Background: Violence against women and girls (VAWG) is a human rights violation with social, economic, and health consequences for survivors, perpetrators, and society. Robust evidence on economic, social, and health impact, plus the cost of delivery of VAWG prevention, is critical to making the case for investment, particularly in low- and middle-income countries (LMICs) where health sector resources are highly constrained. We report on the costs and health impact of VAWG prevention in 6 countries.
Methods and findings: We conducted a trial-based cost-effectiveness analysis of VAWG prevention interventions using primary data from 5 randomised controlled trials (RCTs) in sub-Saharan Africa …

Self-Medication Practices In Medical Students During The Covid-19 Pandemic: A Cross-Sectional Analysis, Farah Yasmin, Muhammad Sohaib Asghar, Unaiza Naeem, Hala Najeeb, Hamza Nauman, Muhammad Nadeem Ahsan, Abdullah Khan Khattak

Medical College Documents

Background and objectives: During the pandemic, the growing influence of social media, accessibility of over-the-counter medications, and fear of contracting the virus may have led to self-medication practices among the general public. Medical students are prone to such practices due to relevant background knowledge, and access to drugs. This study was carried out to determine and analyze the prevalence of self-medication practices among medical students in Pakistan.
Materials and methods: This descriptive, cross-sectional study was conducted online in which the participants were asked about the general demographics, their self-medication practices and the reasons to use. All participants were currently enrolled …

Correlation Between Social Media Use And Eating Disorder Symptoms: A Literature Review, Makenna Rose Burger

Kinesiology and Public Health

Importance: Social media is a pervasive influence in modern society presenting many potential public health implications.

Objective: The purpose of this literature review is to synthesize current research regarding social media and eating disorders.

Methods: Primary research was gathered from Google Scholar and OneSearch database resulting in 7 articles. Articles were examined for common themes.

Results: Common themes found in the resulting research is the prevalence of ‘thinspiration’, gamified content, and overlap of eating disorders with other mental illnesses. Several articles found a significant correlation between social media use and the severity of eating disorder symptoms. …

A Framework Of Social Media Messages For Crisis And Risk Communication: A Study Of The Covid-19 Pandemic, Nic Depaula, Loni Hagen, Stiven Roytman, Deaundre Dyson, Dana Alnahass, Mihir Patel, Alex B. Hill

Urban Studies and Planning Faculty Research Publications

Social media are important channels for crisis and risk communication by government agencies. However, existing frameworks for studying these messages use loose and inconsistent terminology, making it difficult to build on this research and understand how message features impact message diffusion. In this study, we provide a framework based on textual and media dimensions of messages for improved analysis of social media crisis and risk communication. We apply the framework to a sample of Twitter posts from United States local, state and federal public health agencies during a year of the Covid-19 pandemic. Results show reasonable reliability levels for coding …

Effectiveness Of Wechat-Group-Based Parental Health Education In Preventing Unintentional Injuries Among Children Aged 0-3: Randomized Controlled Trial In Shanghai, Yuheng Feng, Xueqi Ma, Qi Zhang, Ruo Jiang, Jun Lu, Kaiyue Chen, Huiping Wang, Qinghua Xia, Jicui Zheng, Jingwei Xia, Xiaohong Li

Community & Environmental Health Faculty Publications

BACKGROUND: Unintentional injuries to children are a major public health problem. The online social media is a potential way to implement health education for caregivers in online communities. Using WeChat, a free and popular social media service in China, this study evaluated the effectiveness of social online community-based parental health education in preventing unintentional injuries in children aged 0-3.

METHODS: We recruited 365 parents from two community health centers in Shanghai and allocated them into intervention and control groups randomly. Follow-up lasted for one year. The intervention group received and followed their WeChat group and a WeChat official account for …

Social Media By Providers And Patients In Healthcare, Madison K. Howell, Jirakamon Silapabanleng

Theses, Dissertations and Capstones

Introduction: Social media platforms such as Facebook, YouTube, and Twitter have been used in various industries to create direct-to-consumer interactive opportunities. 74% of the US population were social media active users. Around 40% of adults gather their health information from Facebook, a free social networking site, which has been available on various devices and can help many organizations advertise their services as well as communicate with their patients. Social networks had a powerful influence in making health decisions because it could be used as a means to spread either positive or negative health information.

Purpose of study: The …

A Content Analysis Of Reddit Comments Discussing Fibroadenoma Appraisal And Decision Making, Hayley Marie Kay Stahl

Theses and Dissertations--Communication

Though fibroadenomas are clinically benign in most cases, clinical research suggests that these lesions can cause diagnosis-related physical health complications and psychological distress. However, this research is limited and should be investigated further. Thus, this study aimed to explore how patients appraise their fibroadenoma diagnosis uncertainty. Additionally, this study sought to determine if a correlation existed between appraisal and decision making as well as identify the factors that influence the most common treatment decision: removal. Data was retrieved from Reddit discussions for a content analysis. These discussions were then qualitatively analyzed using codebooks associated with this study’s research questions. Findings …

Exploring How Online Responses Change In Response To Debunking Messages About Covid-19 On Whatsapp, Xingyu Ken Chen, Jin-Cheon Na, Luke Kien-Weng Tan, Mark Chong, Murphy Choy

Research Collection Lee Kong Chian School Of Business

Purpose: The COVID-19 pandemic has spurred a concurrent outbreak of false information online. Debunking false information about a health crisis is critical as misinformation can trigger protests or panic, which necessitates a better understanding of it. This exploratory study examined the effects of debunking messages on a COVID-19-related public chat on WhatsApp in Singapore. Design/methodology/approach: To understand the effects of debunking messages about COVID-19 on WhatsApp conversations, the following was studied. The relationship between source credibility (i.e. characteristics of a communicator that affect the receiver's acceptance of the message) of different debunking message types and their effects on the length …

Effects Of Abstinence-Based Sexual Education Compared To Evidence-Based Sexual Education In K-12 Schools, Lily Probst

The Eleanor Mann School of Nursing Undergraduate Honors Theses

Background: Historically, sexual education in the United States has been abstinence-based (ABSE), meaning that sexual education is centered around encouraging adolescents to abstain from sexual activity outside of wedlock. On the other hand, evidence-based sexual education (EBSE) includes abstinence in its curriculum but does not emphasize it, instead highlighting contraception and prevention strategies. Additionally, EBSE teaches adolescents about healthy relationships, attitudes towards sexuality, gender roles, and provides resources for sexual and reproductive health services. Supplying adolescents in K-12 schools with access to evidence-based sexual education may not only decrease teen pregnancy rates and incidence of sexually transmitted infections (STIs) but …

Precision Public Health Campaign: Delivering Persuasive Messages To Relevant Segments Through Targeted Advertisements On Social Media, Jisun An, Haewoon Kwak, Hanya M. Qureshi, Ingmar Weber

Research Collection School Of Computing and Information Systems

Although established marketing techniques have been applied to design more effective health campaigns, more often than not, the same message is broadcasted to large populations, irrespective of unique characteristics. As individual digital device use has increased, so have individual digital footprints, creating potential opportunities for targeted digital health interventions. We propose a novel precision public health campaign framework to structure and standardize the process of designing and delivering tailored health messages to target particular population segments using social media–targeted advertising tools. Our framework consists of five stages: defining a campaign goal, priority audience, and evaluation metrics; splitting the target audience …

The Global Impact Of The Covid-19 Pandemic On Women’S Careers, Allison Bach

School of Professional Studies

This paper explores the impact that the COVID-19 pandemic has had on women’s careers on a global scale in the past year. It begins by focusing on the many pre-existing barriers that existed in realizing gender equality in the workplace prior to the pandemic, such as inadequate access to proper childcare, uneven participation in household labor between the genders, and pay inequality. The paper then continues to examine the impact that the pandemic has had on women’s careers across a variety of industries, countries, and specific groups. It was hypothesized that the COVID-19 crisis had created worse effects for women’s …

The Effects Of Social Media On Young People Through The Lens Of Covid-19, Molly Gammon

School of Professional Studies

This study looks at the relationship between social media and its effect on young people’s wellbeing by examining the available literature and research on the topic. Because Millennials and Generation Z do not remember a time before the internet and social media, it has become an influential and crucial part of their lives. Many suggest that social media is harmful to young people, while others argue that the benefits of the internet and social media outweigh the costs and risks. By analyzing the current research, it seems like there is still a lack of consensus on this debate. The goal …

Happening In Plain Sight: An Evaluation Of Sexual Harassment In Municipal Government Through A Case Study Of Newark, New Jersey, Hoween R. A. Flexer, Caitlin R. Louie

School of Professional Studies

In the city of Newark, New Jersey, Sebrevious Scott, a participant in the New Jersey Reentry program was hired as part-time office assistant in the city's re-entry office. After being transferred to the city’s Parks and Grounds Departments, she started being sexually harassed, inappropriately touched and propositioned by her supervisor, Richard Kirkland. Scott made repeated attempts to report these actions through the appropriate channels. She was met with dismissal, resistance, and later retaliation. While working in this hostile environment she was also pursuing a full-time employment opportunity with the city upon the completion of the reentry program. Unfortunately, this never …

Pornography: Social, Emotional And Mental Implications Among Adolescents, William Kelly Canady

National Youth Advocacy & Resilience Conference

This presentation will explain the historical development of pornography. It will highlight four segments: 1- Porn’s impact on brain development of reward pathways, ultimately increasing the appetite for more porn. 2- Porn can be a false substitute for real intimacy, resulting in decreased sexual satisfaction with a real person and increased verbal and physical aggression. 3- Porn promotes sex trafficking, promotes multiple sex partners and reduced STD prevention. 4- A review of interventions available to assist clients in navigating a lifestyle away from pornography.

Assessment Of Cooking Matters Facebook Platform To Promote Healthy Eating Behaviors Among Low-Income Caregivers Of Young Children In The United States: A Pilot Study, Qi Zhang, Jill Panichelli, Leigh Ann Hall

Community & Environmental Health Faculty Publications

How best to deliver healthy-eating education through social media among a low-income population remains understudied. To assess the impact of the Cooking Matters (CM) Facebook page on healthy eating behaviors among low-income caregivers, we conducted a pre–post survey of new CM Facebook followers in early 2020. A convenience sample was recruited at baseline from WICShopper app users and the CM Facebook page. The recruited sample included 397 low-income caregivers of a child younger than 6 who never followed CM Facebook. Among the baseline caregivers, 184 completed the follow-up survey. Paired t-test and McNemar–Bowker tests were conducted to compare the outcomes …