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Published on 23.02.12 in Vol 14, No 1 (2012): Jan-Feb

This paper is in the following e-collection/theme issue:

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

According to Crossref, the following articles are citing this article (DOI 10.2196/jmir.1878):

(note that this is only a small subset of citations)

  1. Claus EB, Feliciano J, Benz LS, Calvocoressi L. Social media partnerships with patient organizations for neuro-oncology patient recruitment. Neuro-Oncology Practice 2019;
    CrossRef
  2. Torres JM, Hessler-Jones D, Yarbrough C, Tapley A, Jimenez R, Gottlieb LM. An online experiment to assess bias in professional medical coding. BMC Medical Informatics and Decision Making 2019;19(1)
    CrossRef
  3. Wright CJC, Leinberger K, Lim MSC. Challenges to translating new media interventions in community practice: a sexual health SMS program case study. Health Promotion Journal of Australia 2016;27(1):70
    CrossRef
  4. Casañas i Comabella C, Wanat M. Using social media in supportive and palliative care research: Table 1. BMJ Supportive & Palliative Care 2015;5(2):138
    CrossRef
  5. Ravalet E, Lucas J, Lohou A. Les retours d’une exploration méthodologique croisant données Twitter, recrutement via Facebook et questionnaires web. Netcom 2017;(31-3/4):309
    CrossRef
  6. Barton AW, Hatch SG, Doss BD. If You Host It Online, Who Will (and Will Not) Come? Individual and Partner Enrollment in a Web-Based Intervention for Distressed Couples. Prevention Science 2020;21(6):830
    CrossRef
  7. Akers L, Gordon JS. Using Facebook for Large-Scale Online Randomized Clinical Trial Recruitment: Effective Advertising Strategies. Journal of Medical Internet Research 2018;20(11):e290
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  8. Ford KL, Albritton T, Dunn TA, Crawford K, Neuwirth J, Bull S. Youth Study Recruitment Using Paid Advertising on Instagram, Snapchat, and Facebook: Cross-Sectional Survey Study. JMIR Public Health and Surveillance 2019;5(4):e14080
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  9. Naeger DM, Webb EM. Social Media for Professional Purposes: Introduction to the JACR “How to” Video Guide. Journal of the American College of Radiology 2013;10(10):736
    CrossRef
  10. Cobb NK, Poirier J. Implementation of an online pragmatic randomized controlled trial: a methodological case study. Translational Behavioral Medicine 2013;3(3):295
    CrossRef
  11. Berg CJ, Daniel CN, Vu M, Li J, Martin K, Le L. Marijuana Use and Driving Under the Influence among Young Adults: A Socioecological Perspective on Risk Factors. Substance Use & Misuse 2018;53(3):370
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  12. Jospe MR, Fairbairn KA, Green P, Perry TL. Diet App Use by Sports Dietitians: A Survey in Five Countries. JMIR mHealth and uHealth 2015;3(1):e7
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  13. Cavallo D, Lim R, Ishler K, Pagano M, Perovsek R, Albert E, Koopman Gonzalez S, Trapl E, Flocke S. Effectiveness of Social Media Approaches to Recruiting Young Adult Cigarillo Smokers: Cross-Sectional Study. Journal of Medical Internet Research 2020;22(7):e12619
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  14. McClelland SI, Rubin JD, Bauermeister JA. “I Liked Girls and I Thought They Were Pretty”: Initial Memories of Same-Sex Attraction in Young Lesbian and Bisexual Women. Archives of Sexual Behavior 2016;45(6):1375
    CrossRef
  15. Mishra GD, Hockey R, Powers J, Loxton D, Tooth L, Rowlands I, Byles J, Dobson A. Recruitment via the Internet and Social Networking Sites: The 1989-1995 Cohort of the Australian Longitudinal Study on Women’s Health. Journal of Medical Internet Research 2014;16(12):e279
    CrossRef
  16. Marks A, Wilkes L, Blythe S, Griffiths R. A novice researcher’s reflection on recruiting participants for qualitative research. Nurse Researcher 2017;25(2):34
    CrossRef
  17. Gubner NR, Delucchi KL, Ramo DE. Associations between binge drinking frequency and tobacco use among young adults. Addictive Behaviors 2016;60:191
    CrossRef
  18. Long X, Qi L, Ou Z, Zu X, Cao Z, Zeng X, Li Y, Chen M, Wang Z, Wang L, Shore N. Evolving use of social media among Chinese urologists: Opportunity or challenge?. PLOS ONE 2017;12(7):e0181895
    CrossRef
  19. Wisk LE, Nelson EB, Magane KM, Weitzman ER. Clinical Trial Recruitment and Retention of College Students with Type 1 Diabetes via Social Media: An Implementation Case Study. Journal of Diabetes Science and Technology 2019;13(3):445
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  20. Lee HH, Hsieh YP, Murphy J, Tidey JW, Savitz DA. Health Research Using Facebook to Identify and Recruit Pregnant Women Who Use Electronic Cigarettes: Internet-Based Nonrandomized Pilot Study. JMIR Research Protocols 2019;8(10):e12444
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  21. Herbert DL, Loxton D, Bateson D, Weisberg E, Lucke JC. Challenges for Researchers Investigating Contraceptive Use and Pregnancy Intentions of Young Women Living in Urban and Rural Areas of Australia: Face-to-Face Discussions to Increase Participation in a Web-Based Survey. Journal of Medical Internet Research 2013;15(1):e10
    CrossRef
  22. Mannix J, Wilkes L, Daly J. Pragmatism, persistence and patience: A user perspective on strategies for data collection using popular online social networks. Collegian 2014;21(2):127
    CrossRef
  23. Yonker LM, Zan S, Scirica CV, Jethwani K, Kinane TB. “Friending” Teens: Systematic Review of Social Media in Adolescent and Young Adult Health Care. Journal of Medical Internet Research 2015;17(1):e4
    CrossRef
  24. Kozak AT, Buscemi J, Hawkins MAW, Wang ML, Breland JY, Ross KM, Kommu A. Technology-based interventions for weight management: current randomized controlled trial evidence and future directions. Journal of Behavioral Medicine 2017;40(1):99
    CrossRef
  25. Saha K, Weber I, Birnbaum ML, De Choudhury M. Characterizing Awareness of Schizophrenia Among Facebook Users by Leveraging Facebook Advertisement Estimates. Journal of Medical Internet Research 2017;19(5):e156
    CrossRef
  26. Ramo DE, Liu H, Prochaska JJ. Validity and reliability of the nicotine and marijuana interaction expectancy (NAMIE) questionnaire. Drug and Alcohol Dependence 2013;131(1-2):166
    CrossRef
  27. Bonar EE, Ngo QM, Philyaw-Kotov ML, Walton MA, Kusunoki Y. Stealthing Perpetration and Victimization: Prevalence and Correlates Among Emerging Adults. Journal of Interpersonal Violence 2021;36(21-22):NP11577
    CrossRef
  28. Bobkowski P, Smith J. Social media divide: characteristics of emerging adults who do not use social network websites. Media, Culture & Society 2013;35(6):771
    CrossRef
  29. Choi I, Milne DN, Glozier N, Peters D, Harvey SB, Calvo RA. Using different Facebook advertisements to recruit men for an online mental health study: Engagement and selection bias. Internet Interventions 2017;8:27
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  30. Thongkham M, Srivarapongse T. Improved Differential Evolution Algorithm to Solve the Advertising Method Selection Problem. Journal of Open Innovation: Technology, Market, and Complexity 2019;5(3):61
    CrossRef
  31. Berg CJ, Buller DB, Schauer GL, Windle M, Stratton E, Kegler MC. Rules regarding Marijuana and Its Use in Personal Residences: Findings from Marijuana Users and Nonusers Recruited through Social Media. Journal of Environmental and Public Health 2015;2015:1
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  32. . Automatic Enrollment and Choices of Pension Plans: An Experimental Study in Brazil. SSRN Electronic Journal 2017;
    CrossRef
  33. Abbate KJ, Hingle MD, Armin J, Giacobbi Jr P, Gordon JS. Recruiting Women to a Mobile Health Smoking Cessation Trial: Low- and No-Cost Strategies. JMIR Research Protocols 2017;6(11):e219
    CrossRef
  34. McDonald JJ, Bisset C, Coleman MG, Speake D, Brady RRW. Contemporary use of social media by consultant colorectal surgeons. Colorectal Disease 2015;17(2):165
    CrossRef
  35. Close S, Smaldone A, Fennoy I, Reame N, Grey M. Using Information Technology and Social Networking for Recruitment of Research Participants: Experience From an Exploratory Study of Pediatric Klinefelter Syndrome. Journal of Medical Internet Research 2013;15(3):e48
    CrossRef
  36. Schwinn T, Hopkins J, Schinke SP, Liu X. Using Facebook ads with traditional paper mailings to recruit adolescent girls for a clinical trial. Addictive Behaviors 2017;65:207
    CrossRef
  37. . Lost in translation: will the ‘personal’ become ‘impersonal’ when conducting research in the age of technology?. Clinical Investigation 2012;2(6):555
    CrossRef
  38. Brockman LN, Christakis DA, Moreno MA. Friending adolescents on social networking websites: a feasible research tool. Journal of Interaction Science 2014;2(1):1
    CrossRef
  39. Grajales III FJ, Sheps S, Ho K, Novak-Lauscher H, Eysenbach G. Social Media: A Review and Tutorial of Applications in Medicine and Health Care. Journal of Medical Internet Research 2014;16(2):e13
    CrossRef
  40. Merolli M, Gray K, Martin-Sanchez F, Lopez-Campos G. Patient-Reported Outcomes and Therapeutic Affordances of Social Media: Findings From a Global Online Survey of People With Chronic Pain. Journal of Medical Internet Research 2015;17(1):e20
    CrossRef
  41. Platt T, Platt J, Thiel DB, Kardia SLR. Facebook Advertising Across an Engagement Spectrum: A Case Example for Public Health Communication. JMIR Public Health and Surveillance 2016;2(1):e27
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  42. Adam LM, Manca DP, Bell RC. Can Facebook Be Used for Research? Experiences Using Facebook to Recruit Pregnant Women for a Randomized Controlled Trial. Journal of Medical Internet Research 2016;18(9):e250
    CrossRef
  43. Suntikul W, Pratt S, Chong YWJ. Factors that Influence Chinese Outbound Tourists’ Intention to Consume Local Food. Journal of China Tourism Research 2020;16(2):230
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  44. Shin H, Callow M, Dadvar S, Lee Y, Farkas ZA. User Acceptance and Willingness to Pay for Connected Vehicle Technologies: Adaptive Choice-Based Conjoint Analysis. Transportation Research Record: Journal of the Transportation Research Board 2015;2531(1):54
    CrossRef
  45. Mokkarala S, O’Brien EK, Siegel JT. The relationship between shame and perceived biological origins of mental illness among South Asian and white American young adults. Psychology, Health & Medicine 2016;21(4):448
    CrossRef
  46. Whitaker C, Stevelink S, Fear N. The Use of Facebook in Recruiting Participants for Health Research Purposes: A Systematic Review. Journal of Medical Internet Research 2017;19(8):e290
    CrossRef
  47. Nash EL, Gilroy D, Srikusalanukul W, Abhayaratna WP, Stanton T, Mitchell G, Stowasser M, Sharman JE. Facebook advertising for participant recruitment into a blood pressure clinical trial. Journal of Hypertension 2017;35(12):2527
    CrossRef
  48. Fagan P, Pohkrel P, Herzog T, Pagano I, Vallone D, Trinidad DR, Sakuma K, Sterling K, Fryer CS, Moolchan E. Comparisons of three nicotine dependence scales in a multiethnic sample of young adult menthol and non-menthol smokers. Drug and Alcohol Dependence 2015;149:203
    CrossRef
  49. Ramo DE, Rodriguez TM, Chavez K, Sommer MJ, Prochaska JJ. Facebook recruitment of young adult smokers for a cessation trial: Methods, metrics, and lessons learned. Internet Interventions 2014;1(2):58
    CrossRef
  50. Abdul-Latif S, Abdul-Talib A. Consumer racism: a scale modification. Asia Pacific Journal of Marketing and Logistics 2017;29(3):616
    CrossRef
  51. Pedersen ER, Helmuth ED, Marshall GN, Schell TL, PunKay M, Kurz J. Using Facebook to Recruit Young Adult Veterans: Online Mental Health Research. JMIR Research Protocols 2015;4(2):e63
    CrossRef
  52. Graham AL, Cha S, Cobb NK, Fang Y, Niaura RS, Mushro A. Impact of Seasonality on Recruitment, Retention, Adherence, and Outcomes in a Web-Based Smoking Cessation Intervention: Randomized Controlled Trial. Journal of Medical Internet Research 2013;15(11):e249
    CrossRef
  53. Gu LL, Skierkowski D, Florin P, Friend K, Ye Y. Facebook, Twitter, & Qr codes: An exploratory trial examining the feasibility of social media mechanisms for sample recruitment. Computers in Human Behavior 2016;60:86
    CrossRef
  54. Bell CJ, Spruit JL, Kavanaugh KL. Exposing the Risks of Social Media Recruitment in Adolescents and Young Adults with Cancer: #Beware. Journal of Adolescent and Young Adult Oncology 2020;9(5):601
    CrossRef
  55. Lee S, Torok M, Shand F, Chen N, McGillivray L, Burnett A, Larsen ME, Mok K. Performance, Cost-Effectiveness, and Representativeness of Facebook Recruitment to Suicide Prevention Research: Online Survey Study. JMIR Mental Health 2020;7(10):e18762
    CrossRef
  56. Tustin JL, Crowcroft NS, Gesink D, Johnson I, Keelan J, Lachapelle B. Facebook Recruitment of Vaccine-Hesitant Canadian Parents: Cross-Sectional Study. JMIR Public Health and Surveillance 2017;3(3):e47
    CrossRef
  57. . Use of facebook for developing suicide database in Bangladesh. Asian Journal of Psychiatry 2019;39:110
    CrossRef
  58. Marshall BD, Green TC, Yedinak JL, Hadland SE. Harm reduction for young people who use prescription opioids extra-medically: Obstacles and opportunities. International Journal of Drug Policy 2016;31:25
    CrossRef
  59. Lohse B, Wamboldt P. Purposive Facebook Recruitment Endows Cost-Effective Nutrition Education Program Evaluation. JMIR Research Protocols 2013;2(2):e27
    CrossRef
  60. Chataway ML, Hart TC, Bond C. The social-psychological process of fearing crime: Developing and testing a new momentary model of victimisation worry. Australian & New Zealand Journal of Criminology 2019;52(4):462
    CrossRef
  61. Derrick JL, Eliseo-Arras RK, Hanny C, Britton M, Haddad S. Comparison of internet and mailing methods to recruit couples into research on unaided smoking cessation. Addictive Behaviors 2017;75:12
    CrossRef
  62. Huo J, Desai R, Hong Y, Turner K, Mainous AG, Bian J. Use of Social Media in Health Communication: Findings From the Health Information National Trends Survey 2013, 2014, and 2017. Cancer Control 2019;26(1):107327481984144
    CrossRef
  63. Crump RT, Lau R, Cox E, Currie G, Panepinto J. Testing the feasibility of eliciting preferences for health states from adolescents using direct methods. BMC Pediatrics 2018;18(1)
    CrossRef
  64. . The potential of online sampling for studying political activists around the world and across time. Political Analysis 2017;25(3):329
    CrossRef
  65. Khazaal Y, van Singer M, Chatton A, Achab S, Zullino D, Rothen S, Khan R, Billieux J, Thorens G. Does Self-Selection Affect Samples’ Representativeness in Online Surveys? An Investigation in Online Video Game Research. Journal of Medical Internet Research 2014;16(7):e164
    CrossRef
  66. . The Challenges and Opportunities of Entering the Social Media Sphere: A Case Study of Polish Cities. International Studies. Interdisciplinary Political and Cultural Journal 2017;19(1):143
    CrossRef
  67. Head BF, Dean E, Flanigan T, Swicegood J, Keating MD. Advertising for Cognitive Interviews. Social Science Computer Review 2016;34(3):360
    CrossRef
  68. Gabrielli J, Borodovsky J, Corcoran E, Sink L. Leveraging social media to rapidly recruit a sample of young adults aging out of foster care: Methods and recommendations. Children and Youth Services Review 2020;113:104960
    CrossRef
  69. Logsdon MC, Martin VH, Stikes R, Davis D, Ryan L, Yang I, Edward J, Rushton J. Lessons Learned From Adolescent Mothers: Advice on Recruitment. Journal of Nursing Scholarship 2015;47(4):294
    CrossRef
  70. Capurro D, Cole K, Echavarría MI, Joe J, Neogi T, Turner AM. The Use of Social Networking Sites for Public Health Practice and Research: A Systematic Review. Journal of Medical Internet Research 2014;16(3):e79
    CrossRef
  71. Bold KW, Hanrahan TH, O'Malley SS, Fucito LM. Exploring the Utility of Web-Based Social Media Advertising to Recruit Adult Heavy-Drinking Smokers for Treatment. Journal of Medical Internet Research 2016;18(5):e107
    CrossRef
  72. Blitchtein-Winicki D, Zevallos K, Samolski MR, Requena D, Velarde C, Briceño P, Piazza M, Ybarra ML. Feasibility and Acceptability of a Text Message-Based Smoking Cessation Program for Young Adults in Lima, Peru: Pilot Study. JMIR mHealth and uHealth 2017;5(8):e116
    CrossRef
  73. Miller WR, Bakas T, Buelow JM, Habermann B. Research Involving Participants With Chronic Diseases. Clinical Nurse Specialist 2013;27(6):307
    CrossRef
  74. Musker M, Short C, Licinio J, Wong M, Bidargaddi N. Using behaviour change theory to inform an innovative digital recruitment strategy in a mental health research setting. Journal of Psychiatric Research 2020;120:1
    CrossRef
  75. Chu JL, Snider CE. Use of a Social Networking Web Site for Recruiting Canadian Youth for Medical Research. Journal of Adolescent Health 2013;52(6):792
    CrossRef
  76. Schneider D, Harknett K. What’s to Like? Facebook as a Tool for Survey Data Collection. Sociological Methods & Research 2022;51(1):108
    CrossRef
  77. Bhattacharya S, Srinivasan P, Polgreen P. Social media engagement analysis of U.S. Federal health agencies on Facebook. BMC Medical Informatics and Decision Making 2017;17(1)
    CrossRef
  78. Rait MA, Prochaska JJ, Rubinstein ML. Recruitment of adolescents for a smoking study: use of traditional strategies and social media. Translational Behavioral Medicine 2015;5(3):254
    CrossRef
  79. Guillory J, Wiant KF, Farrelly M, Fiacco L, Alam I, Hoffman L, Crankshaw E, Delahanty J, Alexander TN. Recruiting Hard-to-Reach Populations for Survey Research: Using Facebook and Instagram Advertisements and In-Person Intercept in LGBT Bars and Nightclubs to Recruit LGBT Young Adults. Journal of Medical Internet Research 2018;20(6):e197
    CrossRef
  80. van Stolk‐Cooke K, Brown A, Maheux A, Parent J, Forehand R, Price M. Crowdsourcing Trauma: Psychopathology in a Trauma‐Exposed Sample Recruited via Mechanical Turk. Journal of Traumatic Stress 2018;31(4):549
    CrossRef
  81. Kawashima M, Uchino M, Kawazoe T, Kamiyashiki M, Sano K, Tsubota K. A Field Test of Web-Based Screening for Dry Eye Disease to Enhance Awareness of Eye Problems Among General Internet Users: A Latent Strategy to Promote Health. Journal of Medical Internet Research 2013;15(9):e209
    CrossRef
  82. Remschmidt C, Walter D, Schmich P, Wetzstein M, Deleré Y, Wichmann O. Knowledge, attitude, and uptake related to human papillomavirus vaccination among young women in Germany recruited via a social media site. Human Vaccines & Immunotherapeutics 2014;10(9):2527
    CrossRef
  83. . The Digital Solidarity Trap: Social Movement Research, Online Activism and Accessing the Other's Others. SSRN Electronic Journal 2015;
    CrossRef
  84. Guttentag D, Smith S, Potwarka L, Havitz M. Why Tourists Choose Airbnb: A Motivation-Based Segmentation Study. Journal of Travel Research 2018;57(3):342
    CrossRef
  85. . Facebook Advertisements for Inexpensive Participant Recruitment Among Women in Early Pregnancy. Health Education & Behavior 2014;41(3):237
    CrossRef
  86. Yuan P, Bare MG, Johnson MO, Saberi P. Using Online Social Media for Recruitment of Human Immunodeficiency Virus-Positive Participants: A Cross-Sectional Survey. Journal of Medical Internet Research 2014;16(5):e117
    CrossRef
  87. Upadhyay UD, Lipkovich H. Using online technologies to improve diversity and inclusion in cognitive interviews with young people. BMC Medical Research Methodology 2020;20(1)
    CrossRef
  88. Pedersen ER, Marshall GN, Schell TL. Study protocol for a web-based personalized normative feedback alcohol intervention for young adult veterans. Addiction Science & Clinical Practice 2016;11(1)
    CrossRef
  89. Hildebrand J, Burns S, Zhao Y, Lobo R, Howat P, Allsop S, Maycock B. Potential and Challenges in Collecting Social and Behavioral Data on Adolescent Alcohol Norms: Comparing Respondent-Driven Sampling and Web-Based Respondent-Driven Sampling. Journal of Medical Internet Research 2015;17(12):e285
    CrossRef
  90. Osilla KC, Pedersen ER, Gore K, Trail T, Howard SS. Study design to develop and pilot-test a web intervention for partners of military service members with alcohol misuse. Addiction Science & Clinical Practice 2014;9(1)
    CrossRef
  91. Monk JK, Ogolsky BG, Oswald RF. Coming Out and Getting Back In: Relationship Cycling and Distress in Same‐ and Different‐Sex Relationships. Family Relations 2018;67(4):523
    CrossRef
  92. Salvy S, Carandang K, Vigen CL, Concha-Chavez A, Sequeira PA, Blanchard J, Diaz J, Raymond J, Pyatak EA. Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial. Clinical Trials 2020;17(6):664
    CrossRef
  93. Jones R, Lacroix LJ, Nolte K. “Is Your Man Stepping Out?” An Online Pilot Study to Evaluate Acceptability of a Guide-Enhanced HIV Prevention Soap Opera Video Series and Feasibility of Recruitment by Facebook Advertising. Journal of the Association of Nurses in AIDS Care 2015;26(4):368
    CrossRef
  94. Matias J, Kalamara E, Mathis F, Skarupova K, Noor A, Singleton N. The use of multi-national web surveys for comparative analysis: Lessons from the European Web Survey on Drugs. International Journal of Drug Policy 2019;73:235
    CrossRef
  95. Loxton D, Powers J, Anderson AE, Townsend N, Harris ML, Tuckerman R, Pease S, Mishra G, Byles J. Online and Offline Recruitment of Young Women for a Longitudinal Health Survey: Findings From the Australian Longitudinal Study on Women’s Health 1989-95 Cohort. Journal of Medical Internet Research 2015;17(5):e109
    CrossRef
  96. Valdez RS, Guterbock TM, Thompson MJ, Reilly JD, Menefee HK, Bennici MS, Williams IC, Rexrode DL. Beyond Traditional Advertisements: Leveraging Facebook’s Social Structures for Research Recruitment. Journal of Medical Internet Research 2014;16(10):e243
    CrossRef
  97. Ramo DE, Thrul J, Delucchi KL, Ling PM, Hall SM, Prochaska JJ. The Tobacco Status Project (TSP): Study protocol for a randomized controlled trial of a Facebook smoking cessation intervention for young adults. BMC Public Health 2015;15(1)
    CrossRef
  98. Kaysen D, Rhew IC, Bittinger J, Bedard-Gilligan M, Garberson LA, Hodge KA, Nguyen AJ, Logan DE, Dworkin ER, Lindgren KP. Prevalence and Factor Structure of PTSD in DSM-5 Versus DSM-IV in a National Sample of Sexual Minority Women. Journal of Interpersonal Violence 2021;36(21-22):NP12388
    CrossRef
  99. . Recruitment of mental health survey participants using Internet advertising: content, characteristics and cost effectiveness. International Journal of Methods in Psychiatric Research 2014;23(2):184
    CrossRef
  100. Strickland JC, Victor GA. Leveraging crowdsourcing methods to collect qualitative data in addiction science: Narratives of non-medical prescription opioid, heroin, and fentanyl use. International Journal of Drug Policy 2020;75:102587
    CrossRef
  101. Ellis LA, Collin P, Davenport TA, Hurley PJ, Burns JM, Hickie IB. Young Men, Mental Health, and Technology: Implications for Service Design and Delivery in the Digital Age. Journal of Medical Internet Research 2012;14(6):e160
    CrossRef
  102. Frattaroli S, Schulman E, McDonald EM, Omaki EC, Shields WC, Jones V, Brewer W. Utilizing Facebook and Automated Telephone Calls to Increase Adoption of a Local Smoke Alarm Installation Program. Journal of Public Health Management and Practice 2019;25(4):E27
    CrossRef
  103. Antoun C, Zhang C, Conrad FG, Schober MF. Comparisons of Online Recruitment Strategies for Convenience Samples. Field Methods 2016;28(3):231
    CrossRef
  104. Mouelhi Y, Alessandrini M, Pauly V, Dussol B, Gentile S. Internet and social network users’ profiles in Renal Transplant Recipients in France. BMC Nephrology 2017;18(1)
    CrossRef
  105. Isabella G, Mazzon JA, Dimoka A. Culture Differences, Difficulties, and Challenges of the Neurophysiological Methods in Marketing Research. Journal of International Consumer Marketing 2015;27(5):346
    CrossRef
  106. Francis H, Meyerson B. If You Build It, They Will Come: Feasibility of Sexual Health Research Among Individuals Married Within the Latter Day Saint Faith. Sexuality & Culture 2017;21(1):49
    CrossRef
  107. McGregor A, Ashbury F, Caputi P, Iverson D. A Preliminary Investigation of Health and Work-Environment Factors on Presenteeism in the Workplace. Journal of Occupational & Environmental Medicine 2018;60(12):e671
    CrossRef
  108. Kauer SD, Buhagiar K, Blake V, Cotton S, Sanci L. Facilitating mental health help-seeking by young adults with a dedicated online program: a feasibility study of Link. BMJ Open 2017;7(7):e015303
    CrossRef
  109. Gilligan C, Kypri K, Bourke J. Social Networking Versus Facebook Advertising to Recruit Survey Respondents: A Quasi-Experimental Study. JMIR Research Protocols 2014;3(3):e48
    CrossRef
  110. Khazaal Y, Chatton A, Monney G, Nallet A, Khan R, Zullino D, Etter J. Internal consistency and measurement equivalence of the cannabis screening questions on the paper-and-pencil face-to-face ASSIST versus the online instrument. Substance Abuse Treatment, Prevention, and Policy 2015;10(1)
    CrossRef
  111. . Preferred flavors and reasons for e-cigarette use and discontinued use among never, current, and former smokers. International Journal of Public Health 2016;61(2):225
    CrossRef
  112. Caplan A, Friesen P. Health disparities and clinical trial recruitment: Is there a duty to tweet?. PLOS Biology 2017;15(3):e2002040
    CrossRef
  113. Fagan P, Pokhrel P, Herzog TA, Pagano IS, Franke AA, Clanton MS, Alexander LA, Trinidad DR, Sakuma KK, Johnson CA, Moolchan ET. Nicotine Metabolism in Young Adult Daily Menthol and Nonmenthol Smokers. Nicotine & Tobacco Research 2016;18(4):437
    CrossRef
  114. Forgasz H, Tan H, Leder G, McLeod A. Enhancing survey participation: Facebook advertisements for recruitment in educational research. International Journal of Research & Method in Education 2018;41(3):257
    CrossRef
  115. . Physicians, Social Media, and Conflict of Interest. Journal of General Internal Medicine 2013;28(2):299
    CrossRef
  116. Quach S, Pereira JA, Russell ML, Wormsbecker AE, Ramsay H, Crowe L, Quan SD, Kwong J. The Good, Bad, and Ugly of Online Recruitment of Parents for Health-Related Focus Groups: Lessons Learned. Journal of Medical Internet Research 2013;15(11):e250
    CrossRef
  117. Khazaal Y, Chatton A, Rothen S, Achab S, Thorens G, Zullino D, Gmel G. Psychometric properties of the 7-item game addiction scale among french and German speaking adults. BMC Psychiatry 2016;16(1)
    CrossRef
  118. Tustin JL, Crowcroft NS, Gesink D, Johnson I, Keelan J. Internet Exposure Associated With Canadian Parents’ Perception of Risk on Childhood Immunization: Cross-Sectional Study. JMIR Public Health and Surveillance 2018;4(1):e7
    CrossRef
  119. Altshuler AL, Gerns Storey HL, Prager SW. Exploring abortion attitudes of US adolescents and young adults using social media. Contraception 2015;91(3):226
    CrossRef
  120. Toledano MB, Smith RB, Brook JP, Douglass M, Elliott P, Ali RI. How to Establish and Follow up a Large Prospective Cohort Study in the 21st Century - Lessons from UK COSMOS. PLOS ONE 2015;10(7):e0131521
    CrossRef
  121. Frandsen M, Thow M, Ferguson SG. 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. JMIR Research Protocols 2016;5(3):e161
    CrossRef
  122. Zhang Y, Cao B, Wang Y, Peng T, Wang X. When Public Health Research Meets Social Media: Knowledge Mapping From 2000 to 2018. Journal of Medical Internet Research 2020;22(8):e17582
    CrossRef
  123. Potts JM, Getachew B, Vu M, Nehl E, Yeager KA, Leach CR, Berg CJ. Use and Perceptions of Opioids Versus Marijuana among Cancer Survivors. Journal of Cancer Education 2020;
    CrossRef
  124. Kilwein TM, Hunt P, Looby A. A Descriptive Examination of Nonmedical Fentanyl Use in the United States: Characteristics of Use, Motives, and Consequences. Journal of Drug Issues 2018;48(3):409
    CrossRef
  125. Arafa A, Anzengruber F, Mostafa A, Navarini A. Perspectives of online surveys in dermatology. Journal of the European Academy of Dermatology and Venereology 2019;33(3):511
    CrossRef
  126. Park BK, Nahm E, Rogers VE. Development of a Teen-Friendly Health Education Program on Facebook: Lessons Learned. Journal of Pediatric Health Care 2016;30(3):197
    CrossRef
  127. Thrul J, Belohlavek A, Hambrick D, Kaur M, Ramo DE. Conducting online focus groups on Facebook to inform health behavior change interventions: Two case studies and lessons learned. Internet Interventions 2017;9:106
    CrossRef
  128. Spence PR, Lachlan KA, Rainear AM. Social media and crisis research: Data collection and directions. Computers in Human Behavior 2016;54:667
    CrossRef
  129. . Facebook Is an Effective Strategy to Recruit Low-income Women to Online Nutrition Education. Journal of Nutrition Education and Behavior 2013;45(1):69
    CrossRef
  130. Ramo DE, Kaur M, Corpuz ES, Satre DD, Delucchi K, Brown SA, Prochaska JJ. Using Facebook to address smoking and heavy drinking in young adults: Protocol for a randomized, controlled trial. Contemporary Clinical Trials 2018;68:52
    CrossRef
  131. . Ethical issues when using social media for health outside professional relationships. International Review of Psychiatry 2015;27(2):97
    CrossRef
  132. Oesterle S, Epstein M, Haggerty KP, Moreno MA. Using Facebook to Recruit Parents to Participate in a Family Program to Prevent Teen Drug Use. Prevention Science 2018;19(4):559
    CrossRef
  133. Thornton L, Batterham PJ, Fassnacht DB, Kay-Lambkin F, Calear AL, Hunt S. Recruiting for health, medical or psychosocial research using Facebook: Systematic review. Internet Interventions 2016;4:72
    CrossRef
  134. Pepin-Neff C, Wynter T. The Costs of Pride: Survey Results from LGBTQI Activists in the United States, United Kingdom, South Africa, and Australia. Politics & Gender 2020;16(2):498
    CrossRef
  135. . Sense of Place and Feelings of Safety: Examining Young Adults’ Experiences of their Local Environment using Mobile Surveys. City & Community 2020;19(3):656
    CrossRef
  136. Stern MJ, Fordyce E, Carpenter R, Viox MH, Michaels S, Harper C, Johns MM, Dunville R. Evaluating the Data Quality of a National Sample of Young Sexual and Gender Minorities Recruited Using Social Media: The Influence of Different Design Formats. Social Science Computer Review 2022;40(3):663
    CrossRef
  137. Carlini BH, Safioti L, Rue TC, Miles L. Using Internet to Recruit Immigrants with Language and Culture Barriers for Tobacco and Alcohol Use Screening: A Study Among Brazilians. Journal of Immigrant and Minority Health 2015;17(2):553
    CrossRef
  138. Lisha NE, Delucchi KL, Ling PM, Ramo DE. Prevalence and Correlates of Social Smoking in Young Adults: Comparisons of Behavioral and Self-Identified Definitions. Nicotine & Tobacco Research 2015;17(9):1076
    CrossRef
  139. Ramo DE, Delucchi KL, Liu H, Hall SM, Prochaska JJ. Young adults who smoke cigarettes and marijuana: Analysis of thoughts and behaviors. Addictive Behaviors 2014;39(1):77
    CrossRef
  140. Pötzschke S, Braun M. Migrant Sampling Using Facebook Advertisements. Social Science Computer Review 2017;35(5):633
    CrossRef
  141. Topolovec-Vranic J, Natarajan K. The Use of Social Media in Recruitment for Medical Research Studies: A Scoping Review. Journal of Medical Internet Research 2016;18(11):e286
    CrossRef
  142. Ramo DE, Meacham M, Thrul J, Belohlavek A, Sarkar U, Humfleet G. Exploring Identities and Preferences for Intervention Among LGBTQ+ Young Adult Smokers Through Online Focus Groups. Journal of Adolescent Health 2019;64(3):390
    CrossRef
  143. Borodovsky JT, Marsch LA, Scherer EA, Grucza RA, Hasin DS, Budney AJ. Perceived safety of cannabis intoxication predicts frequency of driving while intoxicated. Preventive Medicine 2020;131:105956
    CrossRef
  144. MacDonnell K, Cowen E, Cunningham DJ, Ritterband L, Ingersoll K. Online recruitment of a non-help-seeking sample for an internet intervention: Lessons learned in an alcohol-exposed pregnancy risk reduction study. Internet Interventions 2019;17:100240
    CrossRef
  145. Staffileno BA, Zschunke J, Weber M, Gross LE, Fogg L, Tangney CC. The Feasibility of Using Facebook, Craigslist, and Other Online Strategies to Recruit Young African American Women for a Web-Based Healthy Lifestyle Behavior Change Intervention. Journal of Cardiovascular Nursing 2017;32(4):365
    CrossRef
  146. Graham AL, Fang Y, Moreno JL, Streiff SL, Villegas J, Muñoz RF, Tercyak KP, Mandelblatt JS, Vallone DM. Online Advertising to Reach and Recruit Latino Smokers to an Internet Cessation Program: Impact and Costs. Journal of Medical Internet Research 2012;14(4):e116
    CrossRef
  147. Frandsen M, Walters J, Ferguson SG. Exploring the Viability of Using Online Social Media Advertising as a Recruitment Method for Smoking Cessation Clinical Trials. Nicotine & Tobacco Research 2014;16(2):247
    CrossRef
  148. Reynen E, Grabell J, Ellis AK, James P. Let's Talk Period! Preliminary results of an online bleeding awareness knowledge translation project and bleeding assessment tool promoted on social media. Haemophilia 2017;23(4)
    CrossRef
  149. GEORGE DR, ROVNIAK LS, KRASCHNEWSKI JL. Dangers and Opportunities for Social Media in Medicine. Clinical Obstetrics & Gynecology 2013;56(3):453
    CrossRef
  150. . Social Media Networking in Medicine and Surgery. Hellenic Journal of Surgery 2019;91(3-4):115
    CrossRef
  151. Seltzer ED, Stolley MR, Mensah EK, Sharp LK. Social Networking Site Usage among Childhood Cancer Survivors—A Potential Tool for Research Recruitment?. Journal of Cancer Survivorship 2014;8(3):349
    CrossRef
  152. Marshall BD, Green TC, Elston B, Yedinak JL, Hadland SE, Clark MA. The Effectiveness of Internet- and Field-Based Methods to Recruit Young Adults Who Use Prescription Opioids Nonmedically. Substance Use & Misuse 2018;53(10):1688
    CrossRef
  153. Ramo DE, Liu H, Prochaska JJ. A Mixed-Methods Study of Young Adults' Receptivity to Using Facebook for Smoking Cessation: If You Build It, Will They Come?. American Journal of Health Promotion 2015;29(4):e126
    CrossRef
  154. Trim RS, Doran N. Simultaneous alcohol & tobacco use expectancies in young adult co-users. Addictive Behaviors 2018;77:96
    CrossRef
  155. Gewirtz-Meydan A, Lahav Y. Sexual Dysfunction and Distress Among Childhood Sexual Abuse Survivors: The Role of Post-Traumatic Stress Disorder. The Journal of Sexual Medicine 2020;17(11):2267
    CrossRef
  156. Smyk M, Tyrowicz J, van der Velde L. A Cautionary Note on the Reliability of the Online Survey Data: The Case of Wage Indicator. Sociological Methods & Research 2021;50(1):429
    CrossRef
  157. Reaves AC, Bianchi DW. The Role of Social Networking Sites in Medical Genetics Research. American Journal of Medical Genetics Part A 2013;161(5):951
    CrossRef
  158. Mody M, Day J, Sydnor S, Jaffe W, Lehto X. The different shades of responsibility: Examining domestic and international travelers' motivations for responsible tourism in India. Tourism Management Perspectives 2014;12:113
    CrossRef
  159. Akard TF, Wray S, Gilmer MJ. Facebook Advertisements Recruit Parents of Children With Cancer for an Online Survey of Web-Based Research Preferences. Cancer Nursing 2015;38(2):155
    CrossRef
  160. Kapp JM, Peters C, Oliver DP. Research Recruitment Using Facebook Advertising: Big Potential, Big Challenges. Journal of Cancer Education 2013;28(1):134
    CrossRef
  161. Ramo DE, Young-Wolff KC, Prochaska JJ. Prevalence and correlates of electronic-cigarette use in young adults: Findings from three studies over five years. Addictive Behaviors 2015;41:142
    CrossRef
  162. Admon L, Haefner JK, Kolenic GE, Chang T, Davis MM, Moniz MH. Recruiting Pregnant Patients for Survey Research: A Head to Head Comparison of Social Media-Based Versus Clinic-Based Approaches. Journal of Medical Internet Research 2016;18(12):e326
    CrossRef
  163. Daniulaityte R, Zatreh MY, Lamy FR, Nahhas RW, Martins SS, Sheth A, Carlson RG. A Twitter-based survey on marijuana concentrate use. Drug and Alcohol Dependence 2018;187:155
    CrossRef
  164. Gewirtz-Meydan A, Ayalon L. “Shades of Grey”: Exploring Public Opinion about Later-Life Sexuality. Canadian Journal on Aging / La Revue canadienne du vieillissement 2020;39(4):647
    CrossRef
  165. Bunge EL, Taylor LA, Bond M, Stephens TN, Nishimuta K, Barrera AZ, Wickham R, Muñoz RF. Facebook for recruiting Spanish- and English-speaking smokers. Internet Interventions 2019;17:100238
    CrossRef
  166. Christensen T, Riis AH, Hatch EE, Wise LA, Nielsen MG, Rothman KJ, Toft Sørensen H, Mikkelsen EM. Costs and Efficiency of Online and Offline Recruitment Methods: A Web-Based Cohort Study. Journal of Medical Internet Research 2017;19(3):e58
    CrossRef
  167. Rife SC, Cate KL, Kosinski M, Stillwell D. Participant recruitment and data collection through Facebook: the role of personality factors. International Journal of Social Research Methodology 2016;19(1):69
    CrossRef
  168. Hui A, Wong PW, Fu K. Evaluation of an Online Campaign for Promoting Help-Seeking Attitudes for Depression Using a Facebook Advertisement: An Online Randomized Controlled Experiment. JMIR Mental Health 2015;2(1):e5
    CrossRef
  169. Guillory J, Kim A, Murphy J, Bradfield B, Nonnemaker J, Hsieh Y. Comparing Twitter and Online Panels for Survey Recruitment of E-Cigarette Users and Smokers. Journal of Medical Internet Research 2016;18(11):e288
    CrossRef
  170. Prescott TL, Phillips II G, DuBois LZ, Bull SS, Mustanski B, Ybarra ML. Reaching Adolescent Gay, Bisexual, and Queer Men Online: Development and Refinement of a National Recruitment Strategy. Journal of Medical Internet Research 2016;18(8):e200
    CrossRef
  171. Lane TS, Armin J, Gordon JS. Online Recruitment Methods for Web-Based and Mobile Health Studies: A Review of the Literature. Journal of Medical Internet Research 2015;17(7):e183
    CrossRef
  172. Fagan P, Moolchan ET, Pokhrel P, Herzog T, Cassel KD, Pagano I, Franke AA, Kaholokula JK, Sy A, Alexander LA, Trinidad DR, Sakuma K, Johnson CA, Antonio A, Jorgensen D, Lynch T, Kawamoto C, Clanton MS. Biomarkers of Tobacco Smoke Exposure in Racial/Ethnic Groups at High Risk for Lung Cancer. American Journal of Public Health 2015;105(6):1237
    CrossRef
  173. Sanchez C, Grzenda A, Varias A, Widge AS, Carpenter LL, McDonald WM, Nemeroff CB, Kalin NH, Martin G, Tohen M, Filippou-Frye M, Ramsey D, Linos E, Mangurian C, Rodriguez CI. Social media recruitment for mental health research: A systematic review. Comprehensive Psychiatry 2020;103:152197
    CrossRef
  174. Panatto D, Domnich A, Gasparini R, Bonanni P, Icardi G, Amicizia D, Arata L, Carozzo S, Signori A, Bechini A, Boccalini S. An eHealth Project on Invasive Pneumococcal Disease: Comprehensive Evaluation of a Promotional Campaign. Journal of Medical Internet Research 2016;18(12):e316
    CrossRef
  175. Subasinghe AK, Nguyen M, Wark JD, Tabrizi SN, Garland SM. Targeted Facebook Advertising is a Novel and Effective Method of Recruiting Participants into a Human Papillomavirus Vaccine Effectiveness Study. JMIR Research Protocols 2016;5(3):e154
    CrossRef
  176. Dong JK, Saunders C, Wachira BW, Thoma B, Chan TM. Social media and the modern scientist: a research primer for low- and middle-income countries. African Journal of Emergency Medicine 2020;10:S120
    CrossRef
  177. Bunge E, Cook HM, Bond M, Williamson RE, Cano M, Barrera AZ, Leykin Y, Muñoz RF. Comparing Amazon Mechanical Turk with unpaid internet resources in online clinical trials. Internet Interventions 2018;12:68
    CrossRef
  178. Merolli M, Gray K, Martin-Sanchez F. Therapeutic Affordances of Social Media: Emergent Themes From a Global Online Survey of People With Chronic Pain. Journal of Medical Internet Research 2014;16(12):e284
    CrossRef
  179. Iannelli L, Giglietto F, Rossi L, Zurovac E. Facebook Digital Traces for Survey Research: Assessing the Efficiency and Effectiveness of a Facebook Ad–Based Procedure for Recruiting Online Survey Respondents in Niche and Difficult-to-Reach Populations. Social Science Computer Review 2020;38(4):462
    CrossRef
  180. Ali SH, Foreman J, Capasso A, Jones AM, Tozan Y, DiClemente RJ. 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. BMC Medical Research Methodology 2020;20(1)
    CrossRef
  181. Corsino L, Lin P, Batch BC, Intille S, Grambow SC, Bosworth HB, Bennett GG, Tyson C, Svetkey LP, Voils CI. Recruiting young adults into a weight loss trial: Report of protocol development and recruitment results. Contemporary Clinical Trials 2013;35(2):1
    CrossRef
  182. Park BK, Calamaro C. A Systematic Review of Social Networking Sites: Innovative Platforms for Health Research Targeting Adolescents and Young Adults. Journal of Nursing Scholarship 2013;45(3):256
    CrossRef
  183. Middleton A, Bragin E, Parker M. Finding people who will tell you their thoughts on genomics—recruitment strategies for social sciences research. Journal of Community Genetics 2014;5(4):291
    CrossRef
  184. Dwyer AA, Quinton R, Morin D, Pitteloud N. Identifying the unmet health needs of patients with congenital hypogonadotropic hypogonadism using a web-based needs assessment: implications for online interventions and peer-to-peer support. Orphanet Journal of Rare Diseases 2014;9(1):83
    CrossRef
  185. Loxton D, Harris ML, Forder P, Powers J, Townsend N, Byles J, Mishra G. Factors Influencing Web-Based Survey Response for a Longitudinal Cohort of Young Women Born Between 1989 and 1995. Journal of Medical Internet Research 2019;21(3):e11286
    CrossRef
  186. Ali Z, Anderson K, Chiriac A, Andersen AD, Isberg AP, Moreno FG, Eiken A, Thomsen SF, Zibert JR, Pauli-Magnus C. High adherence and low dropout rate in a virtual clinical study of atopic dermatitis through weekly reward-based personalized genetic lifestyle reports. PLOS ONE 2020;15(7):e0235500
    CrossRef
  187. Garett R, Smith J, Young SD. A review of social media technologies across the global HIV care continuum. Current Opinion in Psychology 2016;9:56
    CrossRef
  188. Pratt S, Chan WS. Destination Image and Intention to Visit the Tokyo 2020 Olympics among Hong Kong Generation Y. Journal of China Tourism Research 2016;12(3-4):355
    CrossRef
  189. Crosier BS, Brian RM, Ben-Zeev D. Using Facebook to Reach People Who Experience Auditory Hallucinations. Journal of Medical Internet Research 2016;18(6):e160
    CrossRef
  190. Tarzia L, Valpied J, Koziol-McLain J, Glass N, Hegarty K. Methodological and Ethical Challenges in a Web-Based Randomized Controlled Trial of a Domestic Violence Intervention. Journal of Medical Internet Research 2017;19(3):e94
    CrossRef
  191. Obamiro K, West S, Lee S. Like, comment, tag, share: Facebook interactions in health research. International Journal of Medical Informatics 2020;137:104097
    CrossRef
  192. Harris ML, Loxton D, Wigginton B, Lucke JC. Recruiting Online: Lessons From a Longitudinal Survey of Contraception and Pregnancy Intentions of Young Australian Women. American Journal of Epidemiology 2015;181(10):737
    CrossRef
  193. Dworkin J, Hessel H, Gliske K, Rudi JH. A Comparison of Three Online Recruitment Strategies for Engaging Parents. Family Relations 2016;65(4):550
    CrossRef
  194. Linsner A, Hill B, Hallmann K, Sotiriadou P. Developing an Athlete Brand Identity Scale using Rasch analysis. Sport, Business and Management: An International Journal 2020;10(4):431
    CrossRef
  195. . The methodological benefits of social media: “studying up” in Brazil in the Facebook age. International Journal of Qualitative Studies in Education 2015;28(9):1081
    CrossRef
  196. Cahill TJ, Wertz B, Zhong Q, Parlato A, Donegan J, Forman R, Manot S, Wu T, Xu Y, Cummings JJ, Norkunas Cunningham T, Wang C. The Search for Consumers of Web-Based Raw DNA Interpretation Services: Using Social Media to Target Hard-to-Reach Populations. Journal of Medical Internet Research 2019;21(7):e12980
    CrossRef
  197. Cochrane AR, McDonald JJ, Brady RR. Social Media Use among United Kingdom Vascular Surgeons: A Cross-Sectional Study. Annals of Vascular Surgery 2016;33:252
    CrossRef
  198. Gelinas L, Pierce R, Winkler S, Cohen IG, Lynch HF, Bierer BE. Using Social Media as a Research Recruitment Tool: Ethical Issues and Recommendations. The American Journal of Bioethics 2017;17(3):3
    CrossRef
  199. Morgan AJ, Jorm AF, Mackinnon AJ. Internet-Based Recruitment to a Depression Prevention Intervention: Lessons From the Mood Memos Study. Journal of Medical Internet Research 2013;15(2):e31
    CrossRef
  200. Lattie EG, Kaiser SM, Alam N, Tomasino KN, Sargent E, Rubanovich CK, Palac HL, Mohr DC. A Practical Do-It-Yourself Recruitment Framework for Concurrent eHealth Clinical Trials: Identification of Efficient and Cost-Effective Methods for Decision Making (Part 2). Journal of Medical Internet Research 2018;20(11):e11050
    CrossRef
  201. . Facebook targeted advertisement for research recruitment: A primer for nurse researchers. Applied Nursing Research 2016;32:144
    CrossRef
  202. Nelson EJ, Hughes J, Oakes JM, Pankow JS, Kulasingam SL. Estimation of Geographic Variation in Human Papillomavirus Vaccine Uptake in Men and Women: An Online Survey Using Facebook Recruitment. Journal of Medical Internet Research 2014;16(9):e198
    CrossRef
  203. Zhang B, Mildenberger M, Howe PD, Marlon J, Rosenthal SA, Leiserowitz A. Quota sampling using Facebook advertisements. Political Science Research and Methods 2020;8(3):558
    CrossRef
  204. Pedersen ER, Kurz J. Using Facebook for health-related research study recruitment and program delivery. Current Opinion in Psychology 2016;9:38
    CrossRef
  205. Walter D, Schmich P, Wetzstein M, Yvonne D, Wichmann O, Remschmidt C. Knowledge, attitude, and uptake related to human papillomavirus vaccination among young women in Germany recruited via a social media site. Human vaccines & immunotherapeutics 2014;10(9)
    CrossRef
  206. . Research opportunities at the intersection of social media and survey data. Current Opinion in Psychology 2016;9:67
    CrossRef
  207. Vayena E, Mastroianni A, Kahn J. Ethical Issues in Health Research With Novel Online Sources. American Journal of Public Health 2012;102(12):2225
    CrossRef
  208. Waldron J, Grabski M, Freeman TP, Mokrysz C, Hindocha C, Measham F, van Beek R, van der Pol P, Hauspie B, Dirkx N, Schrooten J, Elgán TH, Feltmann K, Benedetti E, Tomba GS, Fabi F, Molinaro S, Gripenberg J, van Havere T, van Laar M, Curran HV. “How do online and offline sampling compare in a multinational study of drug use and nightlife behaviour?”. International Journal of Drug Policy 2020;82:102812
    CrossRef
  209. Musiat P, Winsall M, Orlowski S, Antezana G, Schrader G, Battersby M, Bidargaddi N. Paid and Unpaid Online Recruitment for Health Interventions in Young Adults. Journal of Adolescent Health 2016;59(6):662
    CrossRef
  210. Pechmann C, Phillips C, Calder D, Prochaska JJ. Facebook Recruitment Using Zip Codes to Improve Diversity in Health Research: Longitudinal Observational Study. Journal of Medical Internet Research 2020;22(6):e17554
    CrossRef
  211. Harris ML, Herbert D, Loxton D, Dobson A, Wigginton B, Lucke JC. Recruiting young women for health surveys: traditional random sampling methods are not cost‐effective. Australian and New Zealand Journal of Public Health 2014;38(5):495
    CrossRef
  212. Khazaal Y, Achab S, Billieux J, Thorens G, Zullino D, Dufour M, Rothen S. Factor Structure of the Internet Addiction Test in Online Gamers and Poker Players. JMIR Mental Health 2015;2(2):e12
    CrossRef
  213. Thornton LK, Harris K, Baker AL, Johnson M, Kay‐Lambkin FJ. Recruiting for addiction research via Facebook. Drug and Alcohol Review 2016;35(4):494
    CrossRef
  214. Ünlü Ince B, Cuijpers P, van 't Hof E, Riper H. Reaching and recruiting Turkish migrants for a clinical trial through Facebook: A process evaluation. Internet Interventions 2014;1(2):74
    CrossRef
  215. Alshaikh F, Ramzan F, Rawaf S, Majeed A. Social Network Sites as a Mode to Collect Health Data: A Systematic Review. Journal of Medical Internet Research 2014;16(7):e171
    CrossRef
  216. Guttentag DA, Smith SL. Assessing Airbnb as a disruptive innovation relative to hotels: Substitution and comparative performance expectations. International Journal of Hospitality Management 2017;64:1
    CrossRef
  217. Spallek H, Turner SP, Donate‐Bartfield E, Chambers D, McAndrew M, Zarkowski P, Karimbux N. Social Media in the Dental School Environment, Part A: Benefits, Challenges, and Recommendations for Use. Journal of Dental Education 2015;79(10):1140
    CrossRef
  218. Feyz L, Wang Y, Pathak A, Saxena M, Mahfoud F, Sanghvi K, Peterson R, Kirtane AJ, Azizi M, Iyer M, Daemen J. Using social media to recruit study participants for a randomized trial for hypertension. European Heart Journal - Digital Health 2020;1(1):71
    CrossRef
  219. Northcott C, Curtis R, Bogomolova S, Olds T, Vandelanotte C, Plotnikoff R, Maher C. Evaluating the effectiveness of a physical activity social media advertising campaign using Facebook, Facebook Messenger, and Instagram. Translational Behavioral Medicine 2021;11(3):870
    CrossRef
  220. Pandya LK, Hundley AF, Hudson CO, Nekkanti S, Escobar Smith P, Lynch CD. Engaging Women in Pelvic Floor Disorders Research Using the Internet. Female Pelvic Medicine & Reconstructive Surgery 2021;27(1):e22
    CrossRef
  221. Bour C, Schmitz S, Ahne A, Perchoux C, Dessenne C, Fagherazzi G. Scoping review protocol on the use of social media for health research purposes. BMJ Open 2021;11(2):e040671
    CrossRef
  222. Lovett JT, Munawar K, Mohammed S, Prabhu V. Radiology Content on TikTok: Current Use of a Novel Video-Based Social Media Platform and Opportunities for Radiology. Current Problems in Diagnostic Radiology 2021;50(2):126
    CrossRef
  223. Waling A, Lyons A, Alba B, Minichiello V, Barrett C, Hughes M, Fredriksen-Goldsen K. Recruiting stigmatised populations and managing negative commentary via social media: a case study of recruiting older LGBTI research participants in Australia. International Journal of Social Research Methodology 2022;25(2):157
    CrossRef
  224. . The Perils of Laundering Control through Customers: A Study of Control and Resistance in the Ride-hail Industry. ILR Review 2022;75(2):348
    CrossRef
  225. Grow A, Perrotta D, Del Fava E, Cimentada J, Rampazzo F, Gil-Clavel S, Zagheni E. Addressing Public Health Emergencies via Facebook Surveys: Advantages, Challenges, and Practical Considerations. Journal of Medical Internet Research 2020;22(12):e20653
    CrossRef
  226. Burke RR, Weichelt BP, Namkoong K. Facebook Ads Manager as a Recruitment Tool for a Health and Safety Survey of Farm Mothers: Pilot Study. JMIR Formative Research 2021;5(4):e19022
    CrossRef
  227. Battiston P, Kashyap R, Rotondi V. Reliance on scientists and experts during an epidemic: Evidence from the COVID-19 outbreak in Italy. SSM - Population Health 2021;13:100721
    CrossRef
  228. Bae S, (Christine) Sung E, Kwon O. Accounting for social media effects to improve the accuracy of infection models: combatting the COVID-19 pandemic and infodemic. European Journal of Information Systems 2021;30(3):342
    CrossRef
  229. Perrotta D, Grow A, Rampazzo F, Cimentada J, Del Fava E, Gil-Clavel S, Zagheni E. Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey. EPJ Data Science 2021;10(1)
    CrossRef
  230. Bour C, Ahne A, Schmitz S, Perchoux C, Dessenne C, Fagherazzi G. The Use of Social Media for Health Research Purposes: Scoping Review. Journal of Medical Internet Research 2021;23(5):e25736
    CrossRef
  231. Faro JM, Nagawa CS, Orvek EA, Smith BM, Blok AC, Houston TK, Kamberi A, Allison JJ, Person SD, Sadasivam RS. Comparing recruitment strategies for a digital smoking cessation intervention: Technology-assisted peer recruitment, social media, ResearchMatch, and smokefree.gov. Contemporary Clinical Trials 2021;103:106314
    CrossRef
  232. Flood-Grady E, Solberg LB, Baralt C, Meyer M, Stevens J, Krieger JL. Engaging Institutional Stakeholders to Develop and Implement Guidelines for Recruiting Participants in Research Studies Using Social Media: Mixed Methods, Multi-Phase Process. Journal of Medical Internet Research 2021;23(10):e23312
    CrossRef
  233. Olamijuwon EO, Gao Z. Characterizing low effort responding among young African adults recruited via Facebook advertising. PLOS ONE 2021;16(5):e0250303
    CrossRef
  234. Sato K, Niimi Y, Ihara R, Suzuki K, Toda T, Iwata A, Iwatsubo T. Efficacy and Cost-effectiveness of Promotion Methods to Recruit Participants to an Online Screening Registry for Alzheimer Disease Prevention Trials: Observational Study. Journal of Medical Internet Research 2021;23(7):e26284
    CrossRef
  235. Harfield S, Elliott S, Ramsey L, Housen T, Ward J. Using social networking sites to recruit participants: methods of an online survey of sexual health, knowledge and behaviour of young South Australians. Australian and New Zealand Journal of Public Health 2021;45(4):348
    CrossRef
  236. Cook SK, Jerome RN, Dunagan J, Kennedy N, Edwards T, Minnix JA, Witmer L, Ferguson J, Cinciripini P, Wilkins C, Harris P. Engaging smokers in research: Utility of Facebook in facilitating recruitment to a smoking cessation study. Contemporary Clinical Trials 2021;107:106461
    CrossRef
  237. An J, Kwak H, Qureshi HM, Weber I. Precision Public Health Campaign: Delivering Persuasive Messages to Relevant Segments Through Targeted Advertisements on Social Media. JMIR Formative Research 2021;5(9):e22313
    CrossRef
  238. Skeens MA, Sutherland-Foggio M, Damman C, Gerhardt CA, Akard TF. Facebook recruitment for research of children and parents during the COVID-19 pandemic. Applied Nursing Research 2022;65:151574
    CrossRef
  239. Lin H, Chang C, Chang Y, Chen Y, Yen C. Associations among Perceived Sexual Stigma from Family and Peers, Internalized Homonegativity, Loneliness, Depression, and Anxiety among Gay and Bisexual Men in Taiwan. International Journal of Environmental Research and Public Health 2022;19(10):6225
    CrossRef
  240. Stockin KA, Pawley MD, Jarvis RM, Boys RM. Examining the role of human perceptions during cetacean stranding response in New Zealand. Marine Policy 2022;145:105283
    CrossRef
  241. Bjørnåvold A, David M, Bohan DA, Gibert C, Rousselle J, Van Passel S. Why does France not meet its pesticide reduction targets? Farmers' socio-economic trade-offs when adopting agro-ecological practices. Ecological Economics 2022;198:107440
    CrossRef
  242. Pinto R, Silva L, Valentim R, Kumar V, Gusmão C, Oliveira CA, Lacerda J. Systematic Review on Information Technology Approaches to Evaluate the Impact of Public Health Campaigns: Real Cases and Possible Directions. Frontiers in Public Health 2022;9
    CrossRef
  243. Abeldaño Zuñiga RA, Juanillo-Maluenda H, Sánchez-Bandala MA, Burgos GV, Müller SA, Rodríguez López JR. Mental Health Burden of the COVID-19 Pandemic in Healthcare Workers in Four Latin American Countries. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2021;58:004695802110610
    CrossRef
  244. Tulsiani S, Ichimiya M, Gerard R, Mills S, Bingenheimer JB, Hair EC, Vallone D, Evans WD. Assessing the Feasibility of Studying Awareness of a Digital Health Campaign on Facebook: Pilot Study Comparing Young Adult Subsamples. JMIR Formative Research 2022;6(8):e37856
    CrossRef
  245. Serman ZE, Sims J. Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic. Information Systems Frontiers 2023;25(6):2317
    CrossRef
  246. Grewal JS, Kawano-Dourado L, Ryerson CJ. The opportunities and challenges of social media in interstitial lung disease: a viewpoint. Respiratory Research 2021;22(1)
    CrossRef
  247. Adu PA, Binka M, Mahmood B, Jeong D, Buller-Taylor T, Damascene MJ, Iyaniwura S, Ringa N, Velásquez García HA, Wong S, Yu A, Bartlett S, Wilton J, Irvine MA, Otterstatter M, Janjua NZ. Cohort profile: the British Columbia COVID-19 Population Mixing Patterns Survey (BC-Mix). BMJ Open 2022;12(8):e056615
    CrossRef
  248. Williamson C, Rona RJ, Simms A, Fear NT, Goodwin L, Murphy D, Leightley D. Recruiting Military Veterans into Alcohol Misuse Research: The Role of Social Media and Facebook Advertising. Telemedicine and e-Health 2023;29(1):93
    CrossRef
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