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Cost-effectiveness of social media advertising as a recruitment tool: A systematic review and meta-analysis
16 references·2 citing·49 second hop
Cost-effectiveness of social media advertising as a recruitment tool: A systematic review and meta-analysis (2023)Cost-effectiveness of social media advert…Use of Facebook, Instagram, and Twitter for recruiting healthy participants in nutrition-, physical activity–, or obesity-related studies: a systematic review (2021)Use of Facebook, Instagram, a…The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an…Social media use and well-being among older adults (2021)Social media use and well-bei…The Role of Social Media in Enhancing Clinical Trial Recruitment: Scoping Review (2020)The Role of Social Media in E…Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial (2020)Effectiveness of social media…Using Facebook for Large-Scale Online Randomized Clinical Trial Recruitment: Effective Advertising Strategies (2018)Using Facebook for Large-Scal…The Use of Social Media in Recruitment for Medical Research Studies: A Scoping Review (2016)The Use of Social Media in Re…Paid and Unpaid Online Recruitment for Health Interventions in Young Adults (2016)Paid and Unpaid Online Recrui…Facebook as an effective recruitment strategy for mental health research of hard to reach populations (2016)Facebook as an effective recr…Can Facebook Be Used for Research? Experiences Using Facebook to Recruit Pregnant Women for a Randomized Controlled Trial (2016)Can Facebook Be Used for Rese…Beyond Traditional Newspaper Advertisement: Leveraging Facebook-Targeted Advertisement to Recruit Long-Term Smokers for Research (2016)Beyond Traditional Newspaper …Recruitment of adolescents for a smoking study: use of traditional strategies and social media (2015)Recruitment of adolescents fo…Using Internet to Recruit Immigrants with Language and Culture Barriers for Tobacco and Alcohol Use Screening: A Study Among Brazilians (2014)Using Internet to Recruit Imm…Using Facebook™ to Recruit College-Age Men for a Human Papillomavirus Vaccine Trial (2014)Using Facebook™ to Recruit Co…Recruitment of mental health survey participants using Internet advertising: content, characteristics and cost effectiveness (2014)Recruitment of mental health …Internet-Based Recruitment to a Depression Prevention Intervention: Lessons From the Mood Memos Study (2013)Internet-Based Recruitment to…A new innovative method to evaluate public news broadcasting: Preserving democracy, culture, and identity during the first AI revolution (2025)A new innovative method to ev…The Effect of Social Media on Improving the Recruitment Process: Regional Commercial Banks' Employee Engagement as a Mediator (2023)The Effect of Social Media on…Validation and Utility of a Self-report Version of PRIME-MD The PHQ Primary Care Study (1999)Should We Trust Web-Based Studies? A Comparative Analysis of Six Preconceptions About Internet Questionnaires. (2004)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)Discriminant validity and gender differences in DSM-5 posttraumatic stress disorder symptoms (2015)Crowdsourcing Trauma: Psychopathology in a Trauma‐Exposed Sample Recruited via Mechanical Turk (2018)Suicidal ideation disclosure: Patterns, correlates and outcome (2019)The PHQ-9 (2001)Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) (2003)The Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review (2010)Using Online Social Media for Recruitment of Human Immunodeficiency Virus-Positive Participants: A Cross-Sectional Survey (2014)Comparisons of Online Recruitment Strategies for Convenience Samples (2015)2007 National Survey of Mental Health and Wellbeing: Methods and Key Findings (2009)Mental health literacy: Empowering the community to take action for better mental health. (2011)Mixed-Method Evaluation of Social Media-Based Tools and Traditional Strategies to Recruit High-Risk and Hard-to-Reach Populations into an HIV Prevention Intervention Study (2017)How the Eyes Connect to the Heart: The Influence of Eye Gaze Direction on Advertising Effectiveness (2020)Social media recruitment for mental health research: A systematic review (2020)A systematic examination of the use of Online social networking sites for sexual health promotion (2011)Recruiting adolescent girls into a follow-up study: Benefits of using a social networking website (2011)Threats of Bots and Other Bad Actors to Data Quality Following Research Participant Recruitment Through Social Media: Cross-Sectional Questionnaire (2020)Web-Based Recruiting for Health Research Using a Social Networking Site: An Exploratory Study (2012)Using Facebook for health-related research study recruitment and program delivery (2015)Using Facebook to Recruit Young Adult Veterans: Online Mental Health Research (2015)Recruiting Pregnant Patients for Survey Research: A Head to Head Comparison of Social Media-Based Versus Clinic-Based Approaches (2016)Internet Exposure Associated With Canadian Parents’ Perception of Risk on Childhood Immunization: Cross-Sectional Study (2018)Integrative Review of Recruitment of Research Participants Through Facebook (2019)Social research 2.0: virtual snowball sampling method using Facebook (2012)Detecting, Preventing, and Responding to “Fraudsters” in Internet Research: Ethics and Tradeoffs (2015)The Use of Facebook in Recruiting Participants for Health Research Purposes: A Systematic Review (2017)Youth Study Recruitment Using Paid Advertising on Instagram, Snapchat, and Facebook: Cross-Sectional Survey Study (2019)Participant recruitment for paediatric research using social media: A practical ‘how‐to’ guide for researchers (2023)Users of the world, unite! The challenges and opportunities of Social Media (2009)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Engaging Social Media Influencers to Recruit Hard-to-Reach Populations (2021)Entrepreneurial culture in educational institutions: A scoping review (2022)Practical Benefits, Challenges, and Recommendations on Social Media Recruitment: Multi-Stakeholder Interview Study (2023)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021)PRISMA-S: an extension to the PRISMA Statement for Reporting Literature Searches in Systematic Reviews (2021)Social Media Use of Older Adults: A Mini-Review (2013)Measuring smartphone usage and task switching with log tracking and self-reports (2018)A Double Burden of Exclusion? Digital and Social Exclusion of Older Adults in Times of COVID-19 (2020)Internet use among older adults: Determinants of usage and impacts on individuals’ well-being (2022)Positive association between Internet use and mental health among adults aged ≥50 years in 23 countries (2024)The uses and gratifications of social media and their impact on social relationships and psychological well-being (2024)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 (2020)Social Media and Health Care, Part I: Literature Review of Social Media Use by Health Care Providers (2021)
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References

  • 2021The PRISMA 2020 statement: an updated guideline for reporting systematic reviews107,380 cited
  • 2016The Use of Social Media in Recruitment for Medical Research Studies: A Scoping Review500 cited
  • 2014Recruitment of mental health survey participants using Internet advertising: content, characteristics and cost effectiveness180 cited
  • 2021Social media use and well-being among older adults156 cited
  • 2013Internet-Based Recruitment to a Depression Prevention Intervention: Lessons From the Mood Memos Study150 cited
  • 2020The Role of Social Media in Enhancing Clinical Trial Recruitment: Scoping Review148 cited
  • 2016Facebook as an effective recruitment strategy for mental health research of hard to reach populations125 cited
  • 2016Beyond Traditional Newspaper Advertisement: Leveraging Facebook-Targeted Advertisement to Recruit Long-Term Smokers for Research103 cited
  • 2018Using Facebook for Large-Scale Online Randomized Clinical Trial Recruitment: Effective Advertising Strategies87 cited
  • 2016Can Facebook Be Used for Research? Experiences Using Facebook to Recruit Pregnant Women for a Randomized Controlled Trial74 cited
  • 2015Recruitment of adolescents for a smoking study: use of traditional strategies and social media44 cited
  • 2014Using Internet to Recruit Immigrants with Language and Culture Barriers for Tobacco and Alcohol Use Screening: A Study Among Brazilians43 cited
  • 2021Use of Facebook, Instagram, and Twitter for recruiting healthy participants in nutrition-, physical activity–, or obesity-related studies: a systematic review

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34 cited
  • 2014Using Facebook™ to Recruit College-Age Men for a Human Papillomavirus Vaccine Trial33 cited
  • 2020Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial30 cited
  • 2016Paid and Unpaid Online Recruitment for Health Interventions in Young Adults22 cited
  • Cited by

    • 2023The Effect of Social Media on Improving the Recruitment Process: Regional Commercial Banks' Employee Engagement as a Mediator30 cited
    • 2025A new innovative method to evaluate public news broadcasting: Preserving democracy, culture, and identity during the first AI revolution10 cited