scholarly journals Associations between State-Level Obesity Rates, Engagement with Food Brands on Social Media, and Hashtag Usage

2021 ◽  
Vol 18 (23) ◽  
pp. 12785
Author(s):  
Yuanqi Gu ◽  
Jaime Coffino ◽  
Rebecca Boswell ◽  
Zora Hall ◽  
Marie A. Bragg
Keyword(s):  
Social Media ◽  
Fast Food ◽  
State Level ◽  
The United States ◽  
User Engagement ◽  
Low Calorie ◽  
Food And Beverage ◽  
The Mean ◽  
Sugary Drink ◽  
The Relationship

Food advertisement exposure is associated with increased caloric intake, but little is known about food/beverage placements in the digital media environment. We aimed to examine the correlation between the number of people who follow food and beverage brand social media accounts (i.e., user engagement) and state-level obesity rates; quantify social media followers’ use of “healthy” vs. “unhealthy” hashtags; and analyze the relationship between user engagement and hashtag usage. We identified the 26 fast-food and beverage brands with the highest advertising expenditures and used Demographics Pro to determine the characteristics of social media users amongst the 26 brands. A series of regression analyses were conducted that related the mean percentage of brand followers and state-level obesity rates. We then identified 733 hashtags on Instagram and 703 hashtags on Twitter, coding them as “healthy”, “unhealthy”, “neutral”, or “unrelated to health”. Intercoder reliability was established using ReCal2, which indicated a 90% agreement between coders. Finally, we conducted ANCOVA to examine the relationship between the mean percentage of brand followers and their hashtag usage. There was a significant, positive correlation between the state-level obesity rate and the mean percentage of followers of sugary drink or fast-food brands on Instagram and Twitter, but such a correlation between obesity and low-calorie drink brand followers was only found on Twitter. Our findings illustrate the relationship between the social media food environment and obesity rates in the United States. Given the high rates of engagement with food brands on social media, policies should limit digital advertisements featuring fast-food, sugary drink, and low-calorie drink brands.

scholarly journals Examining the Relationship between Youth-Targeted Food Marketing Expenditures and the Demographics of Social Media Followers

2020 ◽  
Vol 17 (5) ◽  
pp. 1631 ◽  
Author(s):  
Pasquale E. Rummo ◽  
Omni Cassidy ◽  
Ingrid Wells ◽  
Jaime A. Coffino ◽  
Marie A. Bragg
Keyword(s):  
Social Media ◽  
Fast Food ◽  
Television Advertising ◽  
Food Marketing ◽  
Opposite Pattern ◽  
Low Calorie ◽  
Marketing Expenditures ◽  
Sugary Drink ◽  
Targeted Marketing ◽  
The Relationship

Background: To determine how many adolescents follow food/beverage brands on Instagram and Twitter, and examine associations between brands’ youth-targeted marketing practices and percentages of adolescent followers. Methods: We purchased data from Demographics Pro to characterize the demographics of Twitter and Instagram users who followed 27 of the most highly advertised fast food, snack, and drink brands in 2019. We used one-sample t-tests to compare percentages of adolescent followers of the selected brands’ accounts versus all social media accounts, independent samples t-tests to compare followers of sugary versus low-calorie drink brands, and linear regression to examine associations between youth-targeted marketing practices and the percentages of adolescent followers. Results: An estimated 6.2 million adolescents followed the selected brands. A higher percentage of adolescents followed the selected brands’ accounts (9.2%) compared to any account on Twitter (1.2%) (p < 0.001), but not Instagram. A higher percentage of adolescents followed sugary (7.9%) versus low-calorie drink brands (4.3%) on Instagram (p = 0.02), but we observed the opposite pattern for adults on Twitter and Instagram. Television advertising expenditures were positively associated with percentages of adolescent followers of the selected brands on Twitter (p = 0.03), but not Instagram. Conclusions: Food and sugary drink brands maintain millions of adolescent followers on social media.

scholarly journals Correlating the Relationship Between U.S. News & World Report Rankings and Social Media Efficiency of the Top 10 Ranked Private Universities at the State Level (Massachusetts), the United States and the World (U.S. News & World Report, 2019)

2018 ◽  
Vol 1 (1) ◽  
Author(s):  
Patrick R. Goncalves
Keyword(s):  
Social Media ◽  
State Level ◽  
The United States ◽  
Study Data ◽  
The State ◽  
Operating Expense ◽  
The World ◽  
World Report ◽  
Media Channels ◽  
The Relationship

This analysis will provide an overview of the top 10 ranked (U.S. News 2019) universities at the state level (Massachusetts), U.S. national, and the world. For each of the universities being analyzed in this study, data will be collected from university-centralized social media accounts. The following types of social media channels will be represented: Facebook, Twitter and Instagram. This study will report on the gross number of followers for each of these channels along with total institutional operating expense. The rationale is to establish a baseline for return on investment (ROI) pertaining to social media efficiency/influence by drawing correlations to current (2019) university rankings by U.S. News & World Report. For the state level assessment, Massachusetts was selected simply based upon the proximity to where the study was being conducted, Boston College.

Trust in Government and the American Public’s Responsiveness to Rising Inequality

2019 ◽  
Vol 73 (4) ◽  
pp. 790-804 ◽  
Author(s):  
David Macdonald
Keyword(s):  
United States ◽  
Public Opinion ◽  
Income Inequality ◽  
State Level ◽  
Political Trust ◽  
The United States ◽  
Trust In Government ◽  
Combine Data ◽  
Election Studies ◽  
The Relationship

The United States has become increasingly unequal. Income inequality has risen dramatically since the 1970s, yet public opinion toward redistribution has remained largely unchanged. This is puzzling, given Americans’ professed concern regarding, and knowledge of, rising inequality. I argue that trust in government can help to reconcile this. I combine data on state-level income inequality with survey data from the Cumulative American National Election Studies (CANES) from 1984 to 2016. I find that trust in government conditions the relationship between inequality and redistribution, with higher inequality prompting demand for government redistribution, but only among politically trustful individuals. This holds among conservatives and non-conservatives and among the affluent and non-affluent. These findings underscore the relevance of political trust in shaping attitudes toward inequality and economic redistribution and contribute to our understanding of why American public opinion has not turned in favor of redistribution during an era of rising income inequality.

State-Level Sexism and Women’s Health Care Access in the United States: Differences by Race/Ethnicity, 2014–2019

2021 ◽  
pp. e1-e10
Author(s):  
Kristen Schorpp Rapp ◽  
Vanessa V. Volpe ◽  
Hannah Neukrug
Keyword(s):  
Health Care ◽  
Health Care Access ◽  
Hispanic Women ◽  
State Level ◽  
The United States ◽  
Barriers To Health Care ◽  
Care Access ◽  
Race Ethnicity ◽  
The Relationship ◽  
Barriers To Health

Objectives. To quantify racial/ethnic differences in the relationship between state-level sexism and barriers to health care access among non-Hispanic White, non-Hispanic Black, and Hispanic women in the United States. Methods. We merged a multidimensional state-level sexism index compiled from administrative data with the national Consumer Survey of Health Care Access (2014–2019; n = 10 898) to test associations between exposure to state-level sexism and barriers to access, availability, and affordability of health care. Results. Greater exposure to state-level sexism was associated with more barriers to health care access among non-Hispanic Black and Hispanic women, but not non-Hispanic White women. Affordability barriers (cost of medical bills, health insurance, prescriptions, and tests) appeared to drive these associations. More frequent need for care exacerbated the relationship between state-level sexism and barriers to care for Hispanic women. Conclusions. The relationship between state-level sexism and women’s barriers to health care access differs by race/ethnicity and frequency of needing care. Public Health Implications. State-level policies may be used strategically to promote health care equity at the intersection of gender and race/ethnicity. (Am J Public Health. Published online ahead of print September 2, 2021: e1–e10. https://doi.org/10.2105/AJPH.2021.306455 )

scholarly journals Age Differences in the Relationship Between Daily Social Media Usage and Affect

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 410-410
Author(s):  
Xin Yao Lin ◽  
Margie Lachman
Keyword(s):  
Older Adults ◽  
Social Media ◽  
Negative Affect ◽  
Age Differences ◽  
Well Being ◽  
The United States ◽  
Future Research ◽  
Media Usage ◽  
The Relationship ◽  
Daily Time

Abstract Social media platforms allow people to connect and share content online (e.g., Facebook, Twitter). Although older adults are becoming more frequent users of social media, there continue to be mixed views on whether social media positively or negatively impacts well-being. Past studies have mainly focused on cross-sectional analyses for individual differences. However, both the time spent on social media and one’s affect can fluctuate on a daily basis. Thus, it is important to understand how the relationship between daily social media usage and affect varies within individuals from day to day. The current study adds to the literature by examining whether daily variations in time spent with social media are related to daily positive and negative affect and whether there are age differences in these relationships. The current study used an eight-day daily diary from the Midlife in the United States (MIDUS) Refresher dataset for 782 participants (ages 25-75). Multilevel modeling results revealed that age moderated the relationship between daily time spent on social media and negative affect: for younger adults, on days when they spent more time on social media, they had more negative affect. For older adults, on days when they spent more time on social media, they had less negative affect. Surprisingly, daily time spent on social media was not related to daily positive affect, nor did this relationship differ by age. Implications for future research are discussed with a focus on how social media usage can contribute to daily well-being for adults of different ages.

scholarly journals Social Media Use and HIV Screening Uptake Among Deaf Adults in the United States: Cross-Sectional Survey Study (Preprint)

2019 ◽  
Author(s):  
Michael Argenyi ◽  
Poorna Kushalnagar
Keyword(s):  
Social Media ◽  
Media Use ◽  
The United States ◽  
Hiv Screening ◽  
Social Media Use ◽  
Screening Uptake ◽  
The Past ◽  
Deaf Adults ◽  
One Year ◽  
The Relationship

BACKGROUND About 46% of US adults obtain recommended HIV screening at least once during their lifetime. There is little knowledge of screening rates among deaf and hard-of-hearing adults who primarily use American Sign Language (ASL), or of social media as a potentially efficacious route for HIV prevention outreach, despite lower HIV/AIDS-specific health literacy and potentially higher HIV seropositivity rates than hearing peers. OBJECTIVE We investigated both the likelihood of HIV screening uptake among deaf adults in the past year and over one year ago, and the relationship between social media use and HIV screening uptake among deaf adult ASL users. METHODS The Health Information National Trends Survey in ASL was administered to 1340 deaf US adults between 2015-2018. Modified Poisson with robust standard errors was used to assess the relationship between social media usage as a predictor and HIV screening as an outcome (screened more than one year ago, screened within the past year, and never been screened), after adjusting for sociodemographics and sexually transmitted disease (STD) covariates. RESULTS The estimated lifetime prevalence of HIV screening uptake among our sample was 54% (719/1340), with 32% (429/1340) in the past year. Being of younger age, male gender, black, lesbian, gay, bisexual, or queer, or having some college education or a prior STD were associated with HIV screening uptake. Adjusting for correlates, social media use was significantly associated with HIV screening in the past year, compared to either lifetime or never. CONCLUSIONS Screening falls well short of universal screening targets, with gaps among heterosexual, female, Caucasian, or older deaf adults. HIV screening outreach may not be effective because of technological or linguistic inaccessibility, rendering ASL users an underrecognized minority group. However, social media is still a powerful tool, particularly among younger deaf adults at risk for HIV.

scholarly journals Social Affect and Political Disagreement on Social Media

2018 ◽  
Vol 4 (3) ◽  
pp. 205630511879772 ◽  
Author(s):  
Matthew Barnidge
Keyword(s):  
Social Media ◽  
The United States ◽  
Public Communication ◽  
Perceived Similarity ◽  
Representative Survey ◽  
Face To Face ◽  
Political Disagreement ◽  
Internet Users ◽  
Social Affect ◽  
The Relationship

The perception of political disagreement is more prevalent on social media than it is in face-to-face communication, and it may be associated with negative affect toward others. This research investigates the relationship between interpersonal evaluations (i.e., perceived similarity, liking, and closeness) and perceived political disagreement in social media versus face-to-face settings. Relying on a representative survey of adult internet users in the United States ( N = 489), the study first examines the differences between social media and face-to-face settings in terms of interpersonal evaluations and relates them to parallel differences in perceived disagreement. Results are discussed in light of important, ongoing scholarly conversations about political disagreement, tolerance toward the other side in politics, and the “affective turn” in public communication about politics.

A Scoping Review of Social Media Sites as a Tool for Clinical Trial Recruitment and Retention (Preprint)

2021 ◽  
Author(s):  
Jarett Anderson ◽  
Austin Hamp ◽  
Michelle Militello ◽  
Ryan Geist ◽  
Jaclyn Anderson ◽  
...  
Keyword(s):  
Clinical Trial ◽  
Social Media ◽  
Clinical Trials ◽  
The United States ◽  
User Engagement ◽  
Trial Recruitment ◽  
Recruitment And Retention ◽  
Social Media Platforms ◽  
Clinical Trial Recruitment ◽  
Media Applications

BACKGROUND Clinical trials are an essential process in discovering new biomedical or behavioral outcomes in disease processes. There are several steps involved in creating a clinical trial. One step, patient recruitment, is often touted as the largest contributor to trial delays, which has financial, scientific, and ethical ramifications. Approximately 1.2 billion dollars in the United States is spent each year on this process and as many as 86% of clinical trials do not meet recruitment targets within their perspective timeframes, and 19% of trials had to be terminated early due to insufficient recruitment and/or patient retention1. Social media is a viable, inexpensive tool that can be utilized to improve both recruitment and retention rates2. To date, platforms such as Facebook, Twitter and others have been widely utilized in recruitment for clinical trials, communication among stakeholders, and educational tools. Social media also has the advantage of reaching populations that otherwise would be more difficult to reach3. A list of these platforms and each of their distinct advantages for clinical trial recruitment can be found in Table 1. This review aims to highlight the unique characteristics of several social media platforms and their advantageous properties in increasing recruitment and retention during clinical trials. OBJECTIVE This narrative review analyzes the current use of several social media sites in clinical trial recruitment and retention. It also offers insight concerning potential uses of these sites that are not currently utilized. METHODS A literature search was performed using PubMed, Google Scholar, and ResearchGate to access and review relevant articles published in peer-reviewed journals concerning social media and its use in clinical trials. Two independent researchers with education and experience in dermatology screened publications to select studies featuring quantitative results concerning social media and clinical trial recruitment. RESULTS 13 social media applications were studied and reviewed. 7 of these social media sites or applications have currently been studied, and their use in complementing traditional recruiting methods such as advertisements in newspapers, health fairs, and direct mailing, has been analyzed and reported. 6 additional social media applications have further been studied, and their potential use within clinical trial research has been additionally analyzed. CONCLUSIONS A large number and variety of social media platforms exist to aid in the recruitment and retention process for clinical trials, many of which can utilize niche features and reach a targeted demographic. Although recruitment remains a barrier for researchers involved in clinical trials, the potential to recruit through social media may be underutilized. Many avenues that exist to improve recruitment have not been leveraged. For example, partnering to create collaborative videos with social media influencers on platforms such as Instagram and Youtube may help to broaden the audience and increase clinical trial enrollments. Creating biomedical educational profiles or channels that discuss details of clinical trials with descriptions of these trials could also be employed to increase the scope of the audience. Reddit, Smart Patients, and Patients Like Me can target difficult-to-reach patient populations due to their use of subgroups, allowing researchers to reach their target audience. Additionally, many of these platforms provide user engagement features that allow users to respond directly to videos or posts and could be used to encourage enrollment by allowing users to react directly to clinical trial advertisements.

Sleep Among Children

2019 ◽  
pp. 93-118 ◽  
Author(s):  
Judith Owens ◽  
Monica Ordway
Keyword(s):  
United States ◽  
Social Media ◽  
Screen Time ◽  
The United States ◽  
Sleep Health ◽  
Developmental Issues ◽  
Infancy And Childhood ◽  
The Social ◽  
Relationship Of ◽  
The Relationship

This chapter focuses on the developmental issues that impact sleep during infancy and childhood and link to adult sleep. For example, it examines differences in sleep across childhood as well as the relationship of pediatric and adult sleep health and specific issues such as mother–child bedsharing. The chapter discusses the social determinants of sleep for children—for example, increasing screen time and social media involvement, impact of bedtime routines, the mismatch of school hours to the biology of sleep in teenagers (e.g., highlighting that a reason that high schools start at 8 AM in the United States is so that parents can drop them off before they take off on their long commutes to work).

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