scholarly journals Lupus patients on Twitter: Expressed symptoms and attitudes toward using the platform for healthcare engagement (Preprint)

2019 ◽  
Author(s):  
Alden Bunyan ◽  
Swamy Venuturupalli ◽  
Katja Reuter
Keyword(s):  
Social Media ◽  
Data Extraction ◽  
Analysis Data ◽  
Self Report ◽  
Social Media Analytics ◽  
Translational Science ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Twitter Data ◽  
The U.S

BACKGROUND Lupus is a complex autoimmune disease that is difficult to diagnose and treat. It is estimated that at least 5 million Americans have lupus, with more than 16,000 new cases of lupus being reported annually in the U.S. Social media provides a platform for patients to find rheumatologists, peers, and build awareness of the condition. Researchers suggested that the social network Twitter may serve as a rich avenue for exploring how patients communicate about their health issues. However, there is a lack of research about the characteristics of lupus patients on Twitter and their attitudes toward using Twitter for engaging them with their healthcare. OBJECTIVE This study has two objectives: (1) to conduct a content analysis of Twitter data published by users (in English) in the U.S. between 9/1/2017 and 10/31/2018 to identify patients who publicly discuss their lupus condition and to assess their expressed health themes, and (2) to conduct a cross-sectional survey among these lupus patients on Twitter to study their attitudes toward using Twitter for engaging them with their healthcare. METHODS This is a mixed-methods study that analyzes retrospective Twitter data and conducts a cross-sectional survey among lupus patients on Twitter. We will use Symplur Signals, a healthcare social media analytics platform, to access the Twitter data and analyze user-generated posts that include keywords related to lupus. We will use descriptive statistics to analyze the data and identify the most prevalent topics in the Twitter content among lupus patients. We will further conduct self-report surveys via Twitter by inviting all identified lupus patients who discuss their lupus condition on Twitter. The goal of the survey is to collect data about the characteristics of lupus patients (e.g., gender, race/ethnicity, educational level) and their attitudes toward using Twitter for engaging them with their healthcare. RESULTS This study has been funded by the National Center for Advancing Translational Science (NCATS) through a Clinical and Translational Science Award (CTSA) award. The Institutional Review Board at the University of Southern California (HS-19-00048) approved the study. Data extraction and cleaning are complete. We obtained 47,715 Twitter posts containing terms related to “lupus” from users in the U.S. published in English between 9/1/2017 and 10/31/2018. We will include 40,885 posts in the analysis. Data analysis will be completed by the end of 2019. CONCLUSIONS The data obtained in this pilot study will shed light on whether Twitter provides a promising data source for garnering health-related attitudes among lupus patients. The data will also help to determine whether Twitter might serve as a potential outreach platform for raising awareness of lupus among patients and healthcare providers and implementing related health education interventions. CLINICALTRIAL N/A

scholarly journals Attitudes Toward Seeking Treatment among Patients with Psoriasis: Protocol for a Twitter Content Analysis (Preprint)

2019 ◽  
Author(s):  
Katja Reuter ◽  
Delphine Lee
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Patient Perspective ◽  
Data Extraction ◽  
Translational Science ◽  
Psoriasis Treatment ◽  
Data Source ◽  
Media Research ◽  
Social Media Research ◽  
The U.S

BACKGROUND Background: Psoriasis is an autoimmune disease that is estimated to affect more than 6 million adults in the U.S. It poses a significant public health problem and contributes to rising health care costs, affecting people’s quality of life and ability to work. Previous research showed that nontreatment and undertreatment of patients with psoriasis remain a significant problem. Perspectives of patients toward seeking psoriasis treatment are understudied. Social media offers a new data source of user-generated content. Researchers suggested that the social network Twitter may serve as a rich avenue for exploring how patients communicate about their health issues. OBJECTIVE Objective: The objective of this study is to conduct a content analysis of Twitter posts (in English) published by users in the U.S. between 02/01/2016 to 10/31/2018 to examine perspectives that potentially influence the treatment decision among patients with psoriasis. METHODS Methods: User-generated Twitter posts that include keywords related to lupus will be analyzed using text classifiers to identify themes related to reproductive health and fertility. We will use Symplur Signals, a healthcare social media analytics platform, to access the Twitter data. We will use descriptive statistics to analyze the data and identify the most prevalent topics in the Twitter content among psoriasis patients. RESULTS Results: This study is supported by the National Center for Advancing Translational Science (NCATS) through a Clinical and Translational Science Award (CTSA) award. Study approval was obtained from the Institutional Review Board (IRB) at USC. Data extraction and cleaning are complete. For the time period from 02/01/2016 to 10/31/2018, we obtained 95,040 Twitter posts containing terms related to “psoriasis” from users in the U.S. published in English. After removing duplicates, retweets, and non-English tweets, we found that 75.51% (52301/69264) of the psoriasis-related posts were sent by commercial or bot-like accounts, while 16,963 posts were non-commercial and will be included in the analysis to assess the patient perspective. We intend to complete the analysis by Summer 2020. CONCLUSIONS Conclusions: This protocol paper provides a detailed description of a social media research project including the process of data extraction, cleaning, and analysis. It is our goal to contribute to the development of more transparent social media research efforts. Our findings will shed light on whether Twitter provides a promising data source for garnering patient perspective data about psoriasis treatment decisions. The data will also help to determine whether Twitter might serve as a potential outreach platform for raising awareness of psoriasis and treatment options among patients and for implementing related health interventions. CLINICALTRIAL Not applicable

Association between Social Media Use for Health Purpose and Depressive Symptoms: A Cross-Sectional Survey (Preprint)

2020 ◽  
Author(s):  
Hee Yun Lee ◽  
Yan Luo ◽  
Cho Rong Won ◽  
Jiyoung Lee ◽  
Jeongwon Baik
Keyword(s):  
Social Media ◽  
Depressive Symptoms ◽  
Social Networking Sites ◽  
Inverse Relationship ◽  
Age Groups ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Use Of Social Media ◽  
The Relationship ◽  
Health Purpose

BACKGROUND The use of social media or social networking sites (SNS) is increasing across all age groups, and one of the primary motives of using SNS is to seek health-related information. Although previous research examining the effect of SNS use on depression exist, studies regarding the effect of SNS use for health purpose on depression is limited. OBJECTIVE Our study aims to explore the relationship between SNS use for health purpose and depression across the four age groups (18-34 years old, 35-49 years old, 50-64 years old, and above 65 years old). METHODS A sample of 6,789 adults aged 18 and older was extracted from a 2017 and 2018 Health Information National Trends Survey (HINTS). Univariate and bivariate analyses to examine the association between each variable and four age groups were conducted. Multiple linear regression analyses to predict depression level among participants with use of SNS for health purpose were conducted. RESULTS SNS use for health purpose and depression were positively associated for three age groups but not for those 65 years or older (=0.13, P<0.05; =0.08, P<0.05; =0.09, P<0.05). Income and self-reported health status indicated an inverse relationship for all age groups. The relationship with marital status differed based on age group with 18 and 34 years old showing an inverse relationship (=-0.13, P<0.01) while 65 years or older showing a positive relationship (=0.06, P<0.05). Gender was positively associated among those in the 35-49 years old (=0.09, P<0.05) and 65 years or older (=0.07, P<0.05). Being Non-Hispanic White was positively associated with depression among 50-64 years old (=0.07, P<0.001) and 65 years or older (=0.08, P<0.05). CONCLUSIONS Age-tailored education on determining accurate and reliable information shared via SNS is needed to reduce depressive symptoms.

Social Influences, Social Norms, Social Support, and Smoking Behavior among Adolescent Workers

2001 ◽  
Vol 15 (6) ◽  
pp. 414-421 ◽  
Author(s):  
Pebbles Fagan ◽  
Marla Eisenberg ◽  
Anne M. Stoddard ◽  
Lindsay Frazier ◽  
Glorian Sorensen
Keyword(s):  
Social Support ◽  
Social Norms ◽  
Social Influences ◽  
Self Report ◽  
Grocery Stores ◽  
Retail Sector ◽  
Friendship Networks ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Never Smokers

Purpose. To examine the relationships between worksite interpersonal influences and smoking and quitting behavior among adolescent workers. Design. The cross-sectional survey assessed factors influencing tobacco use behavior. Setting. During the fall of 1998, data were collected from 10 grocery stores in Massachusetts that were owned and managed by the same company. Subjects. Eligible participants included 474 working adolescents ages 15 to 18. Eighty-three percent of workers (n = 379) completed the survey. Measures. The self-report questionnaire assessed social influences, social norms, social support, friendship networks, stage of smoking and quitting behavior, employment patterns, and demographic factors. Results. Thirty-five percent of respondents were never smokers, 21% experimental, 5% occasional, 18% regular, and 23% former smokers. Using analysis of variance (ANOVA), results indicate that regular smokers were 30% more likely than experimental or occasional smokers to report coworker encouragement to quit (p = .0002). Compared with regular smokers, never smokers were 15% more likely to report greater nonacceptability of smoking (p = .01). χ2 tests of association revealed no differences in friendship networks by stage of smoking. Conclusions. These data provide evidence for the need to further explore social factors inside and outside the work environment that influence smoking and quitting behavior among working teens. Interpretations of the data are limited because of cross-sectional and self-report data collection methods used in one segment of the retail sector.

scholarly journals Survey of young people in one region of the UK on accessing COVID-19 information (SOCIAL)

2021 ◽  
Vol 5 (1) ◽  
pp. e000942
Author(s):  
Oliver G P Lawton ◽  
Sarah A Lawton ◽  
Lisa Dikomitis ◽  
Joanne Protheroe ◽  
Joanne Smith ◽  
...  
Keyword(s):  
Social Media ◽  
Young People ◽  
Significant Role ◽  
Online Survey ◽  
Descriptive Statistics ◽  
Sources Of Information ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Education Gaps ◽  
The Uk

COVID-19 has significantly impacted young people’s lives yet little is known about the COVID-19 related sources of information they access. We performed a cross-sectional survey of pupils (11–16 years) in North Staffordshire, UK. 408 (23%) pupils responded to an online survey emailed to them by their school. Descriptive statistics were used to summarise the data. Social media, accessed by 68%, played a significant role in the provision of information, despite it not being considered trustworthy. 89% felt that COVID-19 had negatively affected their education. Gaps in the provision of information on COVID-19 have been identified.

scholarly journals Public Health Workforce Burnout in the COVID-19 Response in the U.S.

2021 ◽  
Vol 18 (8) ◽  
pp. 4369
Author(s):  
Kahler W. Stone ◽  
Kristina W. Kintziger ◽  
Meredith A. Jagger ◽  
Jennifer A. Horney
Keyword(s):  
Public Health ◽  
Health Workforce ◽  
Work Experience ◽  
Large Scale ◽  
Health Workers ◽  
Public Health Workforce ◽  
Cross Sectional Survey ◽  
Public Health Response ◽  
Cross Sectional ◽  
The U.S

While the health impacts of the COVID-19 pandemic on frontline health care workers have been well described, the effects of the COVID-19 response on the U.S. public health workforce, which has been impacted by the prolonged public health response to the pandemic, has not been adequately characterized. A cross-sectional survey of public health professionals was conducted to assess mental and physical health, risk and protective factors for burnout, and short- and long-term career decisions during the pandemic response. The survey was completed online using the Qualtrics survey platform. Descriptive statistics and prevalence ratios (95% confidence intervals) were calculated. Among responses received from 23 August and 11 September 2020, 66.2% of public health workers reported burnout. Those with more work experience (1–4 vs. <1 years: prevalence ratio (PR) = 1.90, 95% confidence interval (CI) = 1.08−3.36; 5–9 vs. <1 years: PR = 1.89, CI = 1.07−3.34) or working in academic settings (vs. practice: PR = 1.31, CI = 1.08–1.58) were most likely to report burnout. As of September 2020, 23.6% fewer respondents planned to remain in the U.S. public health workforce for three or more years compared to their retrospectively reported January 2020 plans. A large-scale public health emergency response places unsustainable burdens on an already underfunded and understaffed public health workforce. Pandemic-related burnout threatens the U.S. public health workforce’s future when many challenges related to the ongoing COVID-19 response remain unaddressed.

scholarly journals Self-harm among in-school and street-connected adolescents in Ghana: a cross-sectional survey in the Greater Accra region

BMJ Open ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. e041609
Author(s):  
Emmanuel Nii-Boye Quarshie ◽  
Farag Shuweihdi ◽  
Mitch Waterman ◽  
Allan House
Keyword(s):  
Public Health Problem ◽  
Self Report ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Self Injury ◽  
Significant Public Health Problem ◽  
Significant Public Health ◽  
Treatment Measures ◽  
Self Harm ◽  
Greater Accra Region

ObjectivesTo identify the prevalence, methods, associations and reported reasons for self-harm among in-school and street-connected adolescents in Ghana.DesignA cross-sectional survey. We applied multi-level regression models and model-based cluster analysis to the data.SettingThree contexts in the Greater Accra region were used: second cycle schools, facilities of charity organisations and street census enumeration areas (sleeping places of street-connected adolescents, street corners, quiet spots of restaurants, markets, train and bus stations, and lorry and car parks).ParticipantsA regionally representative sample of 2107 (1723 in-school and 384 street-connected) adolescents aged 13–21 years.Outcome measuresParticipants responded to a structured self-report anonymous questionnaire describing their experience of self-harm and eliciting demographic information and social and personal adversities.ResultsThe lifetime prevalence of self-harm was 20.2% (95% CI 19.0% to 22.0%), 12-month prevalence was 16.6% (95% CI 15.0% to 18.0%) and 1-month prevalence was 3.1% (95% CI 2.0% to 4.0%). Self-injury alone accounted for 54.5% episodes and self-poisoning alone for 16.2% episodes, with more than one method used in 26% of episodes. Self-cutting (38.7%) was the most common form of self-injury, whereas alcohol (39.2%) and medications (27.7%) were the most commonly reported means of self-poisoning. The factors associated with self-harm were interpersonal: conflict with parents (adjusted OR (aOR)=1.87, 95% CI 1.24 to 2.81), physical abuse victimisation (aOR=1.69, 95% CI 1.16 to 2.47), difficulty in making and keeping friends (aOR=1.24, 95% CI 0.85 to 1.80), sexual abuse victimisation (aOR=1.21, 95% CI 0.78 to 1.87) and conflict between parents (aOR=1.07, 95% CI 0.73 to 1.56).ConclusionsSelf-harm is a significant public health problem among in-school and street-connected adolescents in the Greater Accra region of Ghana. Its origins are very largely in social and familial adversity, and therefore prevention and treatment measures need to be focused in these areas.

scholarly journals Faculty Use of Author Identifiers and Researcher Networking Tools

2017 ◽  
Vol 78 (2) ◽  
Author(s):  
Clara Y. Tran ◽  
Jennifer A. Lyon
Keyword(s):  
Social Media ◽  
Research Impact ◽  
State University ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Social Media Platforms ◽  
Low Levels ◽  
Use Of Social Media ◽  
Research Networking ◽  
Faculty Surveys

This cross-sectional survey focused on faculty use and knowledge of author identifiers and researcher networking systems, and professional use of social media, at a large state university. Results from 296 completed faculty surveys representing all disciplines (9.3% response rate) show low levels of awareness and variable resource preferences. The most utilized author identifier was ORCID while ResearchGate, LinkedIn, and Google Scholar were the top profiling systems. Faculty also reported some professional use of social media platforms. The survey data will be utilized to improve library services and develop intra-institutional collaborations in scholarly communication, research networking, and research impact.

Objectively Measured Sedentary Behavior, Obesity, and Psychological Well-Being: A Cross-Sectional Study of Japanese Schoolchildren

2017 ◽  
Vol 14 (4) ◽  
pp. 270-274 ◽  
Author(s):  
Kaori Ishii ◽  
Ai Shibata ◽  
Minoru Adachi ◽  
Yoshiyuki Mano ◽  
Koichiro Oka
Keyword(s):  
Psychological Health ◽  
Vigorous Physical Activity ◽  
Emotional Problems ◽  
Well Being ◽  
Self Report ◽  
Sedentary Behaviors ◽  
Japanese Children ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Psychological Well Being

Background:Sedentary behaviors (SB) are associated with health indicators; however, there are currently very few studies that have examined these associations, especially in conjunction with psychological factors, in children. The current study examined the independent relationship between objectively assessed SB, and indicators of obesity and psychological well-being, among Japanese children.Methods:A total of 967 elementary-school children completed a cross-sectional survey. SB was measured with accelerometers for 7 consecutive days. Psychological well-being data (eg, anxiety and behavior problems) were collected via a self-report questionnaire. To determine the relationship of SB with degree of obesity and psychological well-being, linear regression analyses were conducted to relate the indicators of obesity and psychological well-being on SB, adjusted by gender, grade, percentage of moderate-to-vigorous physical activity per day, duration spent wearing the accelerometer, and degree of obesity.Results:SB was significantly related to behavioral/emotional problems (β = .280, P = .010, R2 = .015). There was a statistically significant relationship between SB and anxiety (β = .206, P = .059, R2 = .007). No significant association with degree of obesity was found.Conclusions:Excess SB relates higher levels of behavioral/emotional problems and anxiety. These results can inspire the development of interventions that promote well-being and enhance psychological health, by focusing on SB in Japanese children.

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