scholarly journals Association Between HIV-Related Tweets and HIV Incidence in the United States: Infodemiology Study

10.2196/17196 ◽  
2020 ◽  
Vol 22 (6) ◽  
pp. e17196 ◽  
Author(s):  
Robin Stevens ◽  
Stephen Bonett ◽  
Jacqueline Bannon ◽  
Deepti Chittamuru ◽  
Barry Slaff ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Hiv Infection ◽  
Language Processing ◽  
Hiv Risk ◽  
Intraclass Correlation ◽  
Hiv Infections ◽  
The United States ◽  
Infection Rates ◽  
Age Range

Background Adolescents and young adults in the age range of 13-24 years are at the highest risk of developing HIV infections. As social media platforms are extremely popular among youths, researchers can utilize these platforms to curb the HIV epidemic by investigating the associations between the discourses on HIV infections and the epidemiological data of HIV infections. Objective The goal of this study was to examine how Twitter activity among young men is related to the incidence of HIV infection in the population. Methods We used integrated human-computer techniques to characterize the HIV-related tweets by male adolescents and young male adults (age range: 13-24 years). We identified tweets related to HIV risk and prevention by using natural language processing (NLP). Our NLP algorithm identified 89.1% (2243/2517) relevant tweets, which were manually coded by expert coders. We coded 1577 HIV-prevention tweets and 17.5% (940/5372) of general sex-related tweets (including emojis, gifs, and images), and we achieved reliability with intraclass correlation at 0.80 or higher on key constructs. Bivariate and multivariate analyses were performed to identify the spatial patterns in posting HIV-related tweets as well as the relationships between the tweets and local HIV infection rates. Results We analyzed 2517 tweets that were identified as relevant to HIV risk and prevention tags; these tweets were geolocated in 109 counties throughout the United States. After adjusting for region, HIV prevalence, and social disadvantage index, our findings indicated that every 100-tweet increase in HIV-specific tweets per capita from noninstitutional accounts was associated with a multiplicative effect of 0.97 (95% CI [0.94-1.00]; P=.04) on the incidence of HIV infections in the following year in a given county. Conclusions Twitter may serve as a proxy of public behavior related to HIV infections, and the association between the number of HIV-related tweets and HIV infection rates further supports the use of social media for HIV disease prevention.

scholarly journals Association Between HIV-Related Tweets and HIV Incidence in the United States: Infodemiology Study (Preprint)

2019 ◽  
Author(s):  
Robin Stevens ◽  
Stephen Bonett ◽  
Jacqueline Bannon ◽  
Deepti Chittamuru ◽  
Barry Slaff ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Hiv Infection ◽  
Language Processing ◽  
Hiv Risk ◽  
Intraclass Correlation ◽  
Hiv Infections ◽  
The United States ◽  
Infection Rates ◽  
Age Range

BACKGROUND Adolescents and young adults in the age range of 13-24 years are at the highest risk of developing HIV infections. As social media platforms are extremely popular among youths, researchers can utilize these platforms to curb the HIV epidemic by investigating the associations between the discourses on HIV infections and the epidemiological data of HIV infections. OBJECTIVE The goal of this study was to examine how Twitter activity among young men is related to the incidence of HIV infection in the population. METHODS We used integrated human-computer techniques to characterize the HIV-related tweets by male adolescents and young male adults (age range: 13-24 years). We identified tweets related to HIV risk and prevention by using natural language processing (NLP). Our NLP algorithm identified 89.1% (2243/2517) relevant tweets, which were manually coded by expert coders. We coded 1577 HIV-prevention tweets and 17.5% (940/5372) of general sex-related tweets (including emojis, gifs, and images), and we achieved reliability with intraclass correlation at 0.80 or higher on key constructs. Bivariate and multivariate analyses were performed to identify the spatial patterns in posting HIV-related tweets as well as the relationships between the tweets and local HIV infection rates. RESULTS We analyzed 2517 tweets that were identified as relevant to HIV risk and prevention tags; these tweets were geolocated in 109 counties throughout the United States. After adjusting for region, HIV prevalence, and social disadvantage index, our findings indicated that every 100-tweet increase in HIV-specific tweets per capita from noninstitutional accounts was associated with a multiplicative effect of 0.97 (95% CI [0.94-1.00]; <i>P</i>=.04) on the incidence of HIV infections in the following year in a given county. CONCLUSIONS Twitter may serve as a proxy of public behavior related to HIV infections, and the association between the number of HIV-related tweets and HIV infection rates further supports the use of social media for HIV disease prevention.

scholarly journals A Chronological and Geographical Analysis of Personal Reports of COVID-19 on Twitter

2020 ◽  
Author(s):  
Ari Z. Klein ◽  
Arjun Magge ◽  
Karen O’Connor ◽  
Haitao Cai ◽  
Davy Weissenbacher ◽  
...  
Keyword(s):  
United States ◽  
Machine Learning ◽  
Social Media ◽  
Language Processing ◽  
Personal Information ◽  
The United States ◽  
Social Media Mining ◽  
Learning Framework ◽  
Early Indication ◽  
Media Mining

ABSTRACTThe rapidly evolving outbreak of COVID-19 presents challenges for actively monitoring its spread. In this study, we assessed a social media mining approach for automatically analyzing the chronological and geographical distribution of users in the United States reporting personal information related to COVID-19 on Twitter. The results suggest that our natural language processing and machine learning framework could help provide an early indication of the spread of COVID-19.

A survey of Instagram users with asthma to evaluate the acceptability of a planned clinical trial intervention (Preprint)

2020 ◽  
Author(s):  
Kerry Spitzer ◽  
Brent Heineman ◽  
Marcella Jewell ◽  
Michael Moran ◽  
Peter Lindenauer
Keyword(s):  
United States ◽  
Social Media ◽  
Health Care Providers ◽  
College Education ◽  
The United States ◽  
Survey Study ◽  
Care Providers ◽  
Healthy Behaviors ◽  
Social Media Platforms ◽  
Hispanic White

BACKGROUND Asthma is a chronic lung disease that affects nearly 25 million individuals in the United States. There is a need for more research into the potential for health care providers to leverage existing social media platforms to improve healthy behaviors and support individuals living with chronic health conditions. OBJECTIVE In this study, we assess the willingness of Instagram users with poorly controlled asthma to participate in a pilot study that uses Instagram as a means of providing social and informational support. In addition, we explore the potential for adapting photovoice and digital storytelling to social media. METHODS A survey study of Instagram users living with asthma in the United States, between the ages of 18 to 40. RESULTS Over 3 weeks of recruitment, 457 individuals completed the pre-survey screener; 347 were excluded. Of the 110 people who were eligible and agreed to participate in the study, 82 completed the study survey. Respondents mean age was 21(SD = 5.3). Respondents were 56% female (n=46), 65% (n=53) non-Hispanic white, and 72% (n=59) had at least some college education. The majority of respondents (n = 66, 81%) indicated that they would be willing to participate in the study. CONCLUSIONS Among young-adult Instagram users with asthma there is substantial interest in participating in a study that uses Instagram to connect participants with peers and a health coach in order to share information about self-management of asthma and build social connection.

Lawyers as Activists

2018 ◽  
Author(s):  
Michael C. Dorf ◽  
Michael S. Chu
Keyword(s):  
United States ◽  
Social Media ◽  
Social Change ◽  
Civil Rights ◽  
Rule Of Law ◽  
The United States ◽  
The Rule Of Law ◽  
Court Action ◽  
The Government ◽  
Trump Administration

Lawyers played a key role in challenging the Trump administration’s Travel Ban on entry into the United States of nationals from various majority-Muslim nations. Responding to calls from nongovernmental organizations (NGOs), which were amplified by social media, lawyers responded to the Travel Ban’s chaotic rollout by providing assistance to foreign travelers at airports. Their efforts led to initial court victories, which in turn led the government to soften the Ban somewhat in two superseding executive actions. The lawyers’ work also contributed to the broader resistance to the Trump administration by dramatizing its bigotry, callousness, cruelty, and lawlessness. The efficacy of the lawyers’ resistance to the Travel Ban shows that, contrary to strong claims about the limits of court action, litigation can promote social change. General lessons about lawyer activism in ordinary times are difficult to draw, however, because of the extraordinary threat Trump poses to civil rights and the rule of law.

scholarly journals Stand against anti-Asian racial discrimination during COVID-19: A call for action

2020 ◽  
pp. 002087282097061
Author(s):  
Qin Gao ◽  
Xiaofang Liu
Keyword(s):  
United States ◽  
Social Media ◽  
Racial Discrimination ◽  
Asian Americans ◽  
Well Being ◽  
Political Rhetoric ◽  
The United States ◽  
Psychological Well Being ◽  
Negative Impacts

Racial discrimination against people of Chinese and other Asian ethnicities has risen sharply in number and severity globally amid the COVID-19 pandemic. This rise has been especially rapid and severe in the United States, fueled by xenophobic political rhetoric and racist language on social media. It has endangered the lives of many Asian Americans and is likely to have long-term negative impacts on the economic, social, physical, and psychological well-being of Asian Americans. This essay reviews the prevalence and consequences of anti-Asian racial discrimination during COVID-19 and calls for actions in practice, policy, and research to stand against it.

“The Best Damn Representation of Islam:” Muslims, Gender, Social Media, and Islamophobia in the United States

CyberOrient ◽  
2018 ◽  
Vol 12 (1) ◽  
pp. 4-30
Author(s):  
Stine Eckert ◽  
Sydney O'Shay Wallace ◽  
Jade Metzger-Riftkin ◽  
Sean Kolhoff
Keyword(s):  
United States ◽  
Social Media ◽  
The United States

scholarly journals Military Coup in Burma Draws International Condemnation and Pressure

2021 ◽  
Vol 115 (3) ◽  
pp. 558-567
Keyword(s):  
United States ◽  
Social Media ◽  
International Organizations ◽  
The United States ◽  
Military Coup ◽  
State Of Emergency ◽  
Media Companies ◽  
One Year ◽  
Head Of Government ◽  
The Military

On February 1, 2021, the military in Burma overthrew the democratically elected government, declared a one-year state of emergency, and installed Senior General Min Aung Hlaing as the head of government. Since the coup, the military has cracked down on protestors, killing over 800 people and detaining many more. Numerous countries and international organizations, including the United States and the United Nations, have condemned the coup and ensuing violence and called for the restoration of a democratic government. The United States and other countries have also imposed rigorous sanctions on the Burmese military, its officials and affiliated corporations, and social media companies have imposed content restrictions to prevent the spread of pro-military propaganda.

scholarly journals Moving Away from Category Exclusivity Deals to Sponsorship Activation Platforms: The Case of the Ryder Cup

2021 ◽  
Vol 13 (3) ◽  
pp. 1151
Author(s):  
Yunchao Bai ◽  
Brian H. Yim ◽  
John Breedlove ◽  
James J. Zhang
Keyword(s):  
United States ◽  
Social Media ◽  
Financial Services ◽  
Case Analysis ◽  
The United States ◽  
Brand Awareness ◽  
Inquiry Process ◽  
Standard Life ◽  
The Uk ◽  
Collaborative Efforts

As a biennial event, the Ryder Cup is a men’s golf competition between teams from Europe and the United States. Ernst & Young (EY) and Standard Life Investments (SLI), who are in same business category (i.e., financial services), have served as official partners of the event in recent years. While the two firms are willing to move away from the traditional sponsorship practices of category exclusivity deals, both have been able to achieve significant success through their collaborative efforts in activating their sponsorships. This is a new, fascinating phenomenon in both sponsorship concept and practice. Through an exploratory inductive inquiry process, in this study we conduct a case analysis by examining the sponsorship activations of EY and SLI at the 2014 Ryder Cup event held in the UK. The findings demonstrate that social media plays an impactful role in the companies’ ability to engage target audiences. EY used the Ryder Cup captain as a brand ambassador, who embodied its sponsorship theme of leadership and teamwork. SLI focused on running advertising campaigns to build company image and increase brand awareness.

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