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The Use of Social Media for Health Research Purposes: Scoping Review

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jamacardio.2016.3029openalex-snapshot

Twitter as a Potential Data Source for Cardiovascular Disease Research

inferredcites →https://doi.org/10.1002/asi.23309openalex-snapshot

Do “altmetrics” correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective

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On the differences between citations and altmetrics: An investigation of factors driving altmetrics versus citations for finnish articles

inferredcites →https://doi.org/10.1002/mpr.142openalex-snapshot

Emerging models of depression care: multi‐level (‘6 P’) strategies

inferredcites →https://doi.org/10.1002/mpr.1421openalex-snapshot

Recruitment of mental health survey participants using Internet advertising: content, characteristics and cost effectiveness

inferredcites →https://doi.org/10.1007/978-1-4419-5913-3_61openalex-snapshot

Using Web and Social Media for Influenza Surveillance

inferredcites →https://doi.org/10.1007/s10796-018-9844-9openalex-snapshot

Classifying and Summarizing Information from Microblogs During Epidemics

inferredcites →https://doi.org/10.1007/s13142-015-0312-5openalex-snapshot

Recruitment of adolescents for a smoking study: use of traditional strategies and social media

inferredcites →https://doi.org/10.1007/s13187-015-0838-8openalex-snapshot

Tweeting About Prostate and Testicular Cancers: What Are Individuals Saying in Their Discussions About the 2013 Movember Canada Campaign?

inferredcites →https://doi.org/10.1007/s41060-019-00175-3openalex-snapshot

Harnessing social media data for pharmacovigilance: a review of current state of the art, challenges and future directions

inferredcites →https://doi.org/10.1016/j.addbeh.2016.10.011openalex-snapshot

Using Facebook ads with traditional paper mailings to recruit adolescent girls for a clinical trial

inferredcites →https://doi.org/10.1016/j.ajic.2009.11.004openalex-snapshot

Dissemination of health information through social networks: Twitter and antibiotics

inferredcites →https://doi.org/10.1016/j.ajic.2016.08.022openalex-snapshot

Zika virus pandemic—analysis of Facebook as a social media health information platform

inferredcites →https://doi.org/10.1016/j.chiabu.2018.01.014openalex-snapshot

The potential use of social media and other internet-related data and communications for child maltreatment surveillance and epidemiological research: Scoping review and recommendations

inferredcites →https://doi.org/10.1016/j.chiabu.2018.04.019openalex-snapshot

The utility of Twitter as a tool for increasing reach of research on sexual violence

inferredcites →https://doi.org/10.1016/j.diabet.2018.08.012openalex-snapshot

Digital diabetes: Perspectives for diabetes prevention, management and research

inferredcites →https://doi.org/10.1016/j.drudis.2019.05.012openalex-snapshot

Success factors of crowdfunding campaigns in medical research: perceptions and reality

inferredcites →https://doi.org/10.1016/j.healthpol.2013.02.006openalex-snapshot

Ethical issues in using social media for health and health care research

inferredcites →https://doi.org/10.1016/j.invent.2014.05.001openalex-snapshot

Facebook recruitment of young adult smokers for a cessation trial: Methods, metrics, and lessons learned

inferredcites →https://doi.org/10.1016/j.invent.2016.02.001openalex-snapshot

Recruiting for health, medical or psychosocial research using Facebook: Systematic review

inferredcites →https://doi.org/10.1016/j.invent.2018.07.004openalex-snapshot

The rate of reply and nature of responses to suicide-related posts on Twitter

inferredcites →https://doi.org/10.1016/j.invent.2019.100246openalex-snapshot

Facebook ads to the rescue? Recruiting a hard to reach population into an Internet-based behavioral health intervention trial

inferredcites →https://doi.org/10.1016/j.jadohealth.2012.12.002openalex-snapshot

Use of a Social Networking Web Site for Recruiting Canadian Youth for Medical Research

inferredcites →https://doi.org/10.1016/j.joi.2014.11.004openalex-snapshot

Relationship between altmetric and bibliometric indicators across academic social sites: The case of CSIC's members

inferredcites →https://doi.org/10.1016/s1697-2600(13)70010-3openalex-snapshot

Using online social media, Facebook, in screening for major depressive disorder among college students

inferredcites →https://doi.org/10.1038/mp.2016.224openalex-snapshot

Digital footprints: facilitating large-scale environmental psychiatric research in naturalistic settings through data from everyday technologies

inferredcites →https://doi.org/10.1038/s41598-020-61686-9openalex-snapshot

Comparing Social media and Google to detect and predict severe epidemics

inferredcites →https://doi.org/10.1038/s41598-020-73510-5openalex-snapshot

The COVID-19 social media infodemic

inferredcites →https://doi.org/10.1055/s-0039-1677918openalex-snapshot

Recent Advances in Using Natural Language Processing to Address Public Health Research Questions Using Social Media and ConsumerGenerated Data

inferredcites →https://doi.org/10.1056/nejmp0900702openalex-snapshot

Digital Disease Detection — Harnessing the Web for Public Health Surveillance

inferredcites →https://doi.org/10.1056/nejmp1307752openalex-snapshot

Influenza A (H7N9) and the Importance of Digital Epidemiology

inferredcites →https://doi.org/10.1080/1364557032000119616openalex-snapshot

Scoping studies: towards a methodological framework

inferredcites →https://doi.org/10.1093/infdis/jiw281openalex-snapshot

Digital Pharmacovigilance and Disease Surveillance: Combining Traditional and Big-Data Systems for Better Public Health

inferredcites →https://doi.org/10.1093/jamia/ocu041openalex-snapshot

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

inferredcites →https://doi.org/10.1111/bcp.12746openalex-snapshot

Systematic review on the prevalence, frequency and comparative value of adverse events data in social media

inferredcites →https://doi.org/10.1136/bmjdrc-2020-001190openalex-snapshot

Insulin pricing and other major diabetes-related concerns in the USA: a study of 46 407 tweets between 2017 and 2019

inferredcites →https://doi.org/10.1136/bmjopen-2018-022931openalex-snapshot

Comprehensive scoping review of health research using social media data

inferredcites →https://doi.org/10.1136/bmjopen-2020-040671openalex-snapshot

Scoping review protocol on the use of social media for health research purposes

inferredcites →https://doi.org/10.1136/sextrans-2011-050108.176openalex-snapshot

P1-S4.32 Recruiting via social networking sites for sexual health research (assessing chlamydia and HPV knowledge)

inferredcites →https://doi.org/10.1145/3267323.3268948openalex-snapshot

NRF

inferredcites →https://doi.org/10.1177/0956797614557867openalex-snapshot

Psychological Language on Twitter Predicts County-Level Heart Disease Mortality

inferredcites →https://doi.org/10.1177/1090198113504414openalex-snapshot

Facebook Advertisements for Inexpensive Participant Recruitment Among Women in Early Pregnancy

inferredcites →https://doi.org/10.1177/1609406915618049openalex-snapshot

Using Blogs as a Qualitative Health Research Tool

inferredcites →https://doi.org/10.1177/1932296819839503openalex-snapshot

Clinical Trial Recruitment and Retention of College Students with Type 1 Diabetes via Social Media: An Implementation Case Study

inferredcites →https://doi.org/10.1177/2055207618771757openalex-snapshot

Using social media for health research: Methodological and ethical considerations for recruitment and intervention delivery

inferredcites →https://doi.org/10.1186/s12874-020-01011-0openalex-snapshot

Social media as a recruitment platform for a nationwide online survey of COVID-19 knowledge, beliefs, and practices in the United States: methodology and feasibility analysis

inferredcites →https://doi.org/10.1186/s12910-016-0105-5openalex-snapshot

Ethical issues in using Twitter for population-level depression monitoring: a qualitative study

inferredcites →https://doi.org/10.1186/s12911-018-0621-yopenalex-snapshot

Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review

inferredcites →https://doi.org/10.1186/s12911-019-0921-xopenalex-snapshot

Deep learning for pollen allergy surveillance from twitter in Australia

inferredcites →https://doi.org/10.1186/s13750-018-0115-5openalex-snapshot

Online tools supporting the conduct and reporting of systematic reviews and systematic maps: a case study on CADIMA and review of existing tools

inferredcites →https://doi.org/10.1186/s13750-018-0124-4openalex-snapshot

Correction to: Online tools supporting the conduct and reporting of systematic reviews and systematic maps: a case study on CADIMA and review of existing tools

inferredcites →https://doi.org/10.1188/17.onf.410-412openalex-snapshot

Ethical Considerations When Using Social Media for Research

inferredcites →https://doi.org/10.1371/currents.outbreaks.90b9ed0f59bae4ccaa683a39865d9117openalex-snapshot

Twitter Improves Influenza Forecasting

inferredcites →https://doi.org/10.1371/journal.pcbi.1004513openalex-snapshot

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

inferredcites →https://doi.org/10.1371/journal.pone.0157734openalex-snapshot

Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza

inferredcites →https://doi.org/10.1371/journal.pone.0165688openalex-snapshot

Avian Influenza Risk Surveillance in North America with Online Media

inferredcites →https://doi.org/10.1371/journal.pone.0219550openalex-snapshot

Twitter-based measures of neighborhood sentiment as predictors of residential population health

inferredcites →https://doi.org/10.1590/s1677-5538.ibju.2020.s121openalex-snapshot

Social media influence in the COVID-19 Pandemic

inferredcites →https://doi.org/10.2105/ajph.2017.304249openalex-snapshot

Ethical Issues in Social Media Research for Public Health

inferredcites →https://doi.org/10.2105/ajph.2018.304497openalex-snapshot

Toward Real-Time Infoveillance of Twitter Health Messages

inferredcites →https://doi.org/10.2105/ajph.2020.305746openalex-snapshot

From “Infodemics” to Health Promotion: A Novel Framework for the Role of Social Media in Public Health

inferredcites →https://doi.org/10.2196/13687openalex-snapshot

Health Researchers’ Use of Social Media: Scoping Review

inferredcites →https://doi.org/10.2196/14080openalex-snapshot

Youth Study Recruitment Using Paid Advertising on Instagram, Snapchat, and Facebook: Cross-Sectional Survey Study

inferredcites →https://doi.org/10.2196/15607openalex-snapshot

The Use of Social Media to Increase the Impact of Health Research: Systematic Review

inferredcites →https://doi.org/10.2196/18700openalex-snapshot

Data Mining and Content Analysis of the Chinese Social Media Platform Weibo During the Early COVID-19 Outbreak: Retrospective Observational Infoveillance Study

inferredcites →https://doi.org/10.2196/19284openalex-snapshot

Digital Health Strategies to Fight COVID-19 Worldwide: Challenges, Recommendations, and a Call for Papers

inferredcites →https://doi.org/10.2196/19556openalex-snapshot

The Impact of Social Media on Panic During the COVID-19 Pandemic in Iraqi Kurdistan: Online Questionnaire Study

inferredcites →https://doi.org/10.2196/20673openalex-snapshot

Global Infodemiology of COVID-19: Analysis of Google Web Searches and Instagram Hashtags

inferredcites →https://doi.org/10.2196/jmir.1157openalex-snapshot

Infodemiology and Infoveillance: Framework for an Emerging Set of Public Health Informatics Methods to Analyze Search, Communication and Publication Behavior on the Internet

inferredcites →https://doi.org/10.2196/jmir.1878openalex-snapshot

Broad Reach and Targeted Recruitment Using Facebook for an Online Survey of Young Adult Substance Use

inferredcites →https://doi.org/10.2196/jmir.3229openalex-snapshot

Using Online Social Media for Recruitment of Human Immunodeficiency Virus-Positive Participants: A Cross-Sectional Survey

inferredcites →https://doi.org/10.2196/jmir.4738openalex-snapshot

Garbage in, Garbage Out: Data Collection, Quality Assessment and Reporting Standards for Social Media Data Use in Health Research, Infodemiology and Digital Disease Detection

inferredcites →https://doi.org/10.2196/jmir.5486openalex-snapshot

The Inclusion of African-American Study Participants in Web-Based Research Studies: Viewpoint

inferredcites →https://doi.org/10.2196/jmir.5698openalex-snapshot

The Use of Social Media in Recruitment for Medical Research Studies: A Scoping Review

inferredcites →https://doi.org/10.2196/jmir.5745openalex-snapshot

Online Recruitment: Feasibility, Cost, and Representativeness in a Study of Postpartum Women

inferredcites →https://doi.org/10.2196/jmir.7029openalex-snapshot

Ethics and Privacy Implications of Using the Internet and Social Media to Recruit Participants for Health Research: A Privacy-by-Design Framework for Online Recruitment

inferredcites →https://doi.org/10.2196/publichealth.5869openalex-snapshot

Building a National Neighborhood Dataset From Geotagged Twitter Data for Indicators of Happiness, Diet, and Physical Activity

inferredcites →https://doi.org/10.2196/resprot.3960openalex-snapshot

Recruiting Migrants for Health Research Through Social Network Sites: An Online Survey Among Chinese Migrants in Australia

inferredcites →https://doi.org/10.2196/resprot.3996openalex-snapshot

Using Facebook to Recruit Young Adult Veterans: Online Mental Health Research

inferredcites →https://doi.org/10.2196/resprot.5747openalex-snapshot

The Effectiveness Of Social Media (Facebook) Compared With More Traditional Advertising Methods for Recruiting Eligible Participants To Health Research Studies: A Randomized, Controlled Clinical Trial

inferredcites →https://doi.org/10.2196/resprot.6567openalex-snapshot

Lessons From Recruitment to an Internet-Based Survey for Degenerative Cervical Myelopathy: Comparison of Free and Fee-Based Methods

inferredcites →https://doi.org/10.2196/resprot.7918openalex-snapshot

The Use of Facebook Advertising to Recruit Healthy Elderly People for a Clinical Trial: Baseline Metrics

inferredcites →https://doi.org/10.3390/ijerph17072289openalex-snapshot

Social Media Multidimensional Analysis for Intelligent Health Surveillance

inferredcites →https://doi.org/10.4135/9781452244723openalex-snapshot

Encyclopedia of Social Media and Politics

inferredcites →https://doi.org/10.7326/m18-0850openalex-snapshot

PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation

inferredcites →https://doi.org/10.7748/nr.21.6.16.e1246openalex-snapshot

Using Facebook and participant information clips to recruit emergency nurses for research

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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A Protocol for the Inclusion of Minoritized Persons in Alzheimer Disease Research From the ADNI3 Diversity Taskforce

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Comparison of Web‐Based Advertising and a Social Media Platform as Recruitment Tools for Underserved and Hard‐to‐Reach Populations in Rheumatology Clinical Research

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Digital culturally tailored marketing for enrolling Latino participants in a web‐based registry: Baseline metrics from the Brain Health Registry

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Digital efforts in Spanish for enrolling Latino adults in the Brain Health Registry

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Advances in Animal Disease Surveillance and Information Systems and Their Role in Disease Control and Prevention: Implications in Ethiopia

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Websearch-Daten als Gesundheitsdaten?

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Can Mobile Health Applications, Social Media, and Telemedicine Assist with Obesity Treatment?

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Social media use and health

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Society of Family Planning Research Practice Support: Key considerations for contraceptive misinformation research

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Emulating a virtual digital cohort study based on social media data as a complementary approach to traditional epidemiology: When, what for, and how?

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Social media: A new tool for outbreak surveillance

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Benchmark evaluation of video large language models in quality assessment of science popularization videos for dry eye

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Creating a Youth Sex Trafficking Prevention Curriculum Using CBPAR: Challenges, Successes, and Lessons Learned

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Scoping Review of Methods and Annotated Datasets Used to Predict Gender and Age of Twitter Users

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ALTRUIST: A Python Package to Emulate a Virtual Digital Cohort Study Using Social Media Data

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Long COVID Optimal Health Programme to Enhance Mental and Physical Health: A Feasibility Randomised Controlled Trial

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Using social media analysis to study population dietary behaviours: A scoping review

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Global diabetes burden: analysis of regional differences to improve diabetes care

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Use of social media in recruiting young people to mental health research: a scoping review

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Athletes’ access to, attitudes towards and experiences of help-seeking for mental health: a scoping review

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The Utilization of Natural Language Processing for Analyzing Social Media Data in Nursing Research: A Scoping Review

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Social Media Role and Its Impact on Public Health: A Narrative Review

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