Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23021, first published .
Threats of Bots and Other Bad Actors to Data Quality Following Research Participant Recruitment Through Social Media: Cross-Sectional Questionnaire

Threats of Bots and Other Bad Actors to Data Quality Following Research Participant Recruitment Through Social Media: Cross-Sectional Questionnaire

Threats of Bots and Other Bad Actors to Data Quality Following Research Participant Recruitment Through Social Media: Cross-Sectional Questionnaire

Journals

  1. Storozuk A, Ashley M, Delage V, Maloney E. Got Bots? Practical Recommendations to Protect Online Survey Data from Bot Attacks. The Quantitative Methods for Psychology 2020;16(5):472 View
  2. Reuter K, Rocca E. Correspondence on ‘Mining social media data to investigate patient perceptions regarding DMARD pharmacotherapy for rheumatoid arthritis’. Annals of the Rheumatic Diseases 2023;82(4):e91 View
  3. Vaterlaus J, Spruance L, Patten E. COVID-19 pandemic and social distancing in the United States: A mixed-methods study on lived experiences and well-being. The Social Science Journal 2021:1 View
  4. Zanville N, Cohen B, Gray T, Phillips J, Linder L, Starkweather A, Yeager K, Cooley M. The Oncology Nursing Society Rapid Review and Research Priorities for Cancer Care in the Context of COVID-19. Oncology Nursing Forum 2021;48(2):131 View
  5. Vaterlaus J, Shaffer T, Patten E, Spruance L. Parent–Child Relationships and the COVID-19 Pandemic: An Exploratory Qualitative Study with Parents in Early, Middle, and Late Adulthood. Journal of Adult Development 2021;28(3):251 View
  6. Bybee S, Cloyes K, Baucom B, Supiano K, Mooney K, Ellington L. Bots and nots: safeguarding online survey research with underrepresented and diverse populations. Psychology & Sexuality 2022;13(4):901 View
  7. Guest J, Adam E, Lucas I, Chandler C, Filipowicz R, Luisi N, Gravens L, Leung K, Chavanduka T, Bonar E, Bauermeister J, Stephenson R, Sullivan P. Methods for Authenticating Participants in Fully Web-Based Mobile App Trials from the iReach Project: Cross-sectional Study. JMIR mHealth and uHealth 2021;9(8):e28232 View
  8. Miller K, Kagramanov D, Cohen-Cutler S, Nadim B, Weng Z, Gallagher P, Kaslander J, Freyer D, Barzi A, Lenz H. Impacts of the SARS-CoV-2 Pandemic on Young Adult Colorectal Cancer Survivors. Journal of Adolescent and Young Adult Oncology 2022;11(2):229 View
  9. Heffner J, Watson N, Dahne J, Croghan I, Kelly M, McClure J, Bars M, Thrul J, Meier E. Recognizing and Preventing Participant Deception in Online Nicotine and Tobacco Research Studies: Suggested Tactics and a Call to Action. Nicotine & Tobacco Research 2021;23(10):1810 View
  10. Pratt-Chapman M, Moses J, Arem H. Strategies for the Identification and Prevention of Survey Fraud: Data Analysis of a Web-Based Survey. JMIR Cancer 2021;7(3):e30730 View
  11. Wisk L, Buhr R. Rapid deployment of a community engagement study and educational trial via social media: implementation of the UC-COVID study. Trials 2021;22(1) View
  12. Miller K, Stal J, Gallagher P, Weng Z, Freyer D, Kaslander J, Marin P, Lenz H, Milam J, Govaerts L, Barzi A. Time from Diagnosis and Correlates of Health-Related Quality of Life among Young Adult Colorectal Cancer Survivors. Cancers 2021;13(16):4045 View
  13. Levi R, Ridberg R, Akers M, Seligman H. Survey Fraud and the Integrity of Web-Based Survey Research. American Journal of Health Promotion 2022;36(1):18 View
  14. Pozzar R, Xiong N, Hong F, Wright A, Goff B, Underhill-Blazey M, Tulsky J, Hammer M, Berry D. Perceived patient-centered communication, quality of life, and symptom burden in individuals with ovarian cancer. Gynecologic Oncology 2021;163(2):408 View
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  16. Andrews R, John B, Lancastle D. Symptom monitoring improves physical and emotional outcomes during menopause: a randomized controlled trial. Menopause 2023;30(3):267 View
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  18. Lafave L. Is the online ‘creating healthy eating and active environments survey' (CHEERS) tool reliable for early childhood educators in Alberta, Canada: a randomized crossover trial. Archives of Public Health 2023;81(1) View
  19. Stal J, Yi S, Cohen-Cutler S, Gallagher P, Barzi A, Freyer D, Milam J, Lenz H, Miller K. Fertility Preservation Discussions Between Young Adult Rectal Cancer Survivors and Their Providers: Sex-Specific Prevalence and Correlates. The Oncologist 2022;27(7):579 View
  20. Kaur M, Skolasky R, Powell P, Xie F, Huang I, Kuspinar A, O’Dwyer J, Cizik A, Rowen D. Transforming challenges into opportunities: conducting health preference research during the COVID-19 pandemic and beyond. Quality of Life Research 2022;31(4):1191 View
  21. Rothman E, Campbell J, Hoch A, Bair-Merritt M, Cuevas C, Taylor B, Mumford E. Validity of a three-item dating abuse victimization screening tool in a 11–21 year old sample. BMC Pediatrics 2022;22(1) View
  22. Pekarsky C, Skiffington J, Leijser L, Slater D, Metcalfe A. Social Media Recruitment Strategies to Recruit Pregnant Women Into a Longitudinal Observational Cohort Study: Usability Study. Journal of Medical Internet Research 2022;24(12):e40298 View
  23. Strodl E, Sorensen P. The role of metacognitive beliefs versus meta-emotion beliefs in disordered eating. Australian Psychologist 2023;58(3):179 View
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  26. Hardesty J, Crespi E, Nian Q, Sinamo J, Breland A, Eissenberg T, Welding K, Kennedy R, Cohen J. The Vaping and Patterns of e-Cigarette Use Research Study: Protocol for a Web-Based Cohort Study. JMIR Research Protocols 2023;12:e38732 View
  27. Lawrence P, Osborne M, Sharma D, Spratling R, Calamaro C. Methodological Challenge: Addressing Bots in Online Research. Journal of Pediatric Health Care 2023;37(3):328 View
  28. Raymond H, Holloway I, Wu E, Tan D, Mamey M, Goldbach J, Castro C, Schrager S. Recruiting Sexual and Gender Minority United States Military Personnel for Research Via Peer Networks: Addressing the Challenges. Annals of LGBTQ Public and Population Health 2022;3(3):159 View
  29. Darko E, Kleib M, Olson J. Social Media Use for Research Participant Recruitment: Integrative Literature Review. Journal of Medical Internet Research 2022;24(8):e38015 View
  30. Hohn K, Braswell A, DeVita J. Preventing and Protecting Against Internet Research Fraud in Anonymous Web-Based Research: Protocol for the Development and Implementation of an Anonymous Web-Based Data Integrity Plan. JMIR Research Protocols 2022;11(9):e38550 View
  31. Zickar M, Keith M. Innovations in Sampling: Improving the Appropriateness and Quality of Samples in Organizational Research. Annual Review of Organizational Psychology and Organizational Behavior 2023;10(1):315 View
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  35. Olusanya O, Collier W, Marshall S, Knapp V, Baldwin A. Enhancing Digitally-Mediated Human-Centred Design With Digitally-Mediated Community Based Participatory Research Approaches for the Development of a Digital Access-to-Justice Platform for Military Veterans and Their Families. Journal of Participatory Research Methods 2022;3(2) View
  36. Kemp C, Pienaar P, Rosslee D, Lipinska G, Roden L, Rae D. Sleep in Habitual Adult Video Gamers: A Systematic Review. Frontiers in Neuroscience 2021;15 View
  37. Herbell K, Breitenstein S, Ault S, Eisner M. Prevalence and Correlates of Anxiety, Depression, Perceived Stress, and Post-Traumatic Stress Symptoms in Parents with Adolescents in Residential Treatment. Residential Treatment For Children & Youth 2022;39(3):312 View
  38. Bernhart J, Wilcox S, McKeever B, Ehlers D, O’Neill J. A Self-Determination Theory Application to Physical Activity in Charity Sports Events. American Journal of Lifestyle Medicine 2022:155982762210772 View
  39. Dol J, Murphy G, McMillan D, Aston M, Campbell-Yeo M. The experience of remote recruitment for Essential Coaching for Every Mother during the coronavirus disease 2019 pandemic. JBI Evidence Implementation 2022;20(3):218 View
  40. Zalewski M, Liu S, Gunnar M, Lengua L, Fisher P. Mental-Health Trajectories of U.S. Parents With Young Children During the COVID-19 Pandemic: A Universal Introduction of Risk. Clinical Psychological Science 2023;11(1):183 View
  41. Ridge D, Bullock L, Causer H, Fisher T, Hider S, Kingstone T, Gray L, Riley R, Smyth N, Silverwood V, Spiers J, Southam J. ‘Imposter participants’ in online qualitative research, a new and increasing threat to data integrity?. Health Expectations 2023;26(3):941 View
  42. Palmquist A, Tomori C, Tumlinson K, Fox C, Chung S, Quinn E. Pandemic policies and breastfeeding: A cross-sectional study during the onset of COVID-19 in the United States. Frontiers in Sociology 2022;7 View
  43. Parks A, Duffecy J, McCabe J, Blankstein Breman R, Milgrom J, Hirshler Y, Gemmill A, Segre L, Felder J, Uscher-Pines L. Lessons Learned Recruiting and Retaining Pregnant and Postpartum Individuals in Digital Trials: Viewpoint. JMIR Pediatrics and Parenting 2022;5(2):e35320 View
  44. Melo N, Dourado D. Clues for the Paradigmatic Development of Online Qualitative Methods. Revista de Administração Contemporânea 2022;26(4) View
  45. Abreu R, Hernandez M, Ramos I, Badio K, Gonzalez K. Latinx Bi+/Plurisexual Individuals’ Disclosure of Sexual Orientation to Family and the Role of Latinx Cultural Values, Beliefs, and Traditions. Journal of Bisexuality 2023;23(1):1 View
  46. Goodrich B, Fenton M, Penn J, Bovay J, Mountain T. Battling bots: Experiences and strategies to mitigate fraudulent responses in online surveys. Applied Economic Perspectives and Policy 2023;45(2):762 View
  47. Quinn E, Sobonya S, Palmquist A. Maternal perceptions of human milk expression output: An experimental design using photographs of milk. Social Science & Medicine 2023;324:115871 View
  48. Peña T, Maswood R, Chen M, Rajaram S. Memory for tweets versus headlines: Does message consistency matter?. Applied Cognitive Psychology 2023;37(4):768 View
  49. Faccia A. National Payment Switches and the Power of Cognitive Computing against Fintech Fraud. Big Data and Cognitive Computing 2023;7(2):76 View
  50. Harris C, Pozzar R, Conley Y, Eicher M, Hammer M, Kober K, Miaskowski C, Colomer-Lahiguera S. Big Data in Oncology Nursing Research: State of the Science. Seminars in Oncology Nursing 2023;39(3):151428 View
  51. Lang S, Day K, Gallaher E, Jebeile H, Collins C, Baur L, Truby H. Participant recruitment for paediatric research using social media: A practical ‘how‐to’ guide for researchers. Nutrition & Dietetics 2023;80(4):338 View
  52. Pasman E, Agius E, O’Shay S, Broman M, Lee G, Resko S. Are Campus Services Reaching Those in Need? Substance Use and Awareness of University Counseling Services. Journal of College Student Psychotherapy 2023:1 View
  53. Sutherland-Foggio M, Stanek C, Buff K, Nahata L, Foster-Akard T, Gerhardt C, Skeens M. The experiences of families of children with cancer during the COVID-19 pandemic: A qualitative exploration. Palliative and Supportive Care 2024;22(2):281 View
  54. Sefcik J, Hathaway Z, DiMaria‐Ghalili R. When snowball sampling leads to an avalanche of fraudulent participants in qualitative research. International Journal of Older People Nursing 2023;18(6) View
  55. Peach B, Sole M, Diaz S, Nunez M. Screening Out False Participants in Research Recruitment from Social Media Groups. AJN, American Journal of Nursing 2023;123(8):52 View
  56. Gournay L, Ferretti M, Bilsky S, Vance E, Nguyen A, Mann E, Williams P, Leen-Feldner E. The effects of cannabidiol on worry and anxiety among high trait worriers: a double-blind, randomized placebo controlled trial. Psychopharmacology 2023;240(10):2147 View
  57. Arpacioglu S, Arpacioglu Z, Avsar G. Greater mindfulness does not influence sexual satisfaction but is independently associated with lower relationship satisfaction. Sexual and Relationship Therapy 2023:1 View
  58. Chen A, Komi M, Bessler S, Mikles S, Zhang Y. Integrating statistical and visual analytic methods for bot identification of health-related survey data. Journal of Biomedical Informatics 2023;144:104439 View
  59. Billington E, Hasselaar C, Kembel L, Myagishima R, Arain M. Effectiveness and Cost of Using Facebook Recruitment to Elicit Canadian Women’s Perspectives on Bone Health and Osteoporosis: Cross-Sectional Survey Study. Journal of Medical Internet Research 2023;25:e47970 View
  60. Ichimiya M, Muller-Tabanera H, Cantrell J, Bingenheimer J, Gerard R, Hair E, Donati D, Rao N, Evans W. Evaluation of response to incentive recruitment strategies in a social media-based survey. DIGITAL HEALTH 2023;9:205520762311784 View
  61. Mizerek E, Wolf L, Moon M. Identifying and Mitigating Fraud When Using Social Media for Research Recruitment. Journal of Emergency Nursing 2023;49(4):530 View
  62. Stal J, Yi S, Cohen-Cutler S, Gallagher P, Barzi A, Freyer D, Kaslander J, Anto-Ocrah M, Lenz H, Miller K. Sexual dysfunction among early-onset colorectal cancer survivors: Sex-specific correlates of sexual health discussions between patients and providers. Cancer Causes & Control 2024;35(1):111 View
  63. Karns C, Wade S, Slocumb J, Keating T, Gau J, Slomine B, Suskauer S, Glang A. Traumatic Brain Injury Positive Strategies for Families: A Pilot Randomized Controlled Trial of an Online Parent-Training Program. Archives of Physical Medicine and Rehabilitation 2023;104(7):1026 View
  64. Rioux C, Fulp D, Haley P, LaBelle J, Aasted M, Lambert K, Donohue M, Mafu N. Phenotypic Environmental Sensitivity and Mental Health During Pregnancy and Post Partum: Protocol for the Experiences of Pregnancy Longitudinal Cohort Study. JMIR Research Protocols 2023;12:e49243 View
  65. Browning M, Lloyd-Richardson E, Satterfield S, Trisal A. A pilot study of experiencing racial microaggressions, obsessive-compulsive symptoms, and the role of psychological flexibility. Behavioural and Cognitive Psychotherapy 2023;51(5):396 View
  66. Lai K, Antonio A, Ko M, Epling J, Nguyen A, Carey A. Social Media in Neuro-Ophthalmology: Paradigms, Opportunities, and Strategies. Journal of Neuro-Ophthalmology 2023;43(3):295 View
  67. Agans J, Schade S, Hanna S, Chiang S, Shirzad K, Bai S. The inaccuracy of data from online surveys: A cautionary analysis. Quality & Quantity 2024;58(3):2065 View
  68. Drysdale K, Wells N, Smith A, Gunatillaka N, Sturgiss E, Wark T. Beyond the challenge to research integrity: imposter participation in incentivised qualitative research and its impact on community engagement. Health Sociology Review 2023;32(3):372 View
  69. Loebenberg G, Oldham M, Brown J, Dinu L, Michie S, Field M, Greaves F, Garnett C. Bot or Not? Detecting and Managing Participant Deception When Conducting Digital Research Remotely: Case Study of a Randomized Controlled Trial. Journal of Medical Internet Research 2023;25:e46523 View
  70. Law O, Rasmussen E. Poor sleep quality and stress differentially predict delay discounting for food, but not money, in college students. Journal of Behavioral Decision Making 2024;37(1) View
  71. Johnson M, Adams V, Byrne J. Addressing fraudulent responses in online surveys: Insights from a web‐based participatory mapping study. People and Nature 2024;6(1):147 View
  72. Bernardi F, Alves D, Crepaldi N, Yamada D, Lima V, Rijo R. Data Quality in Health Research: Integrative Literature Review. Journal of Medical Internet Research 2023;25:e41446 View
  73. Arnold Mages M, Ciliotta Chehade E, Carr S, Kim M, Mello S, Thomas M, Yang Y. Carvings in stone: design research for public health investigations in the age of COVID-19. Design for Health 2023;7(2):260 View
  74. Browning M, Satterfield S, Lloyd-Richardson E. Mischievous responders: data quality lessons learned in mental health research. Ethics & Behavior 2024;34(5):303 View
  75. Walker L, Murry N, Longoria K. Improving Data Integrity and Quality From Online Health Surveys of Women With Infant Children. Nursing Research 2023;72(5):386 View
  76. Nur A, Leibbrand C, Curran S, Votruba-Drzal E, Gibson-Davis C. Managing and minimizing online survey questionnaire fraud: lessons from the Triple C project. International Journal of Social Research Methodology 2023:1 View
  77. Wood N, Bindler R. A videoconferencing verification method for enrollment of breastfeeding dyads to an online prospective mixed methods study during the COVID‐19 pandemic. Journal of Advanced Nursing 2024;80(7):2970 View
  78. Bonett S, Lin W, Sexton Topper P, Wolfe J, Golinkoff J, Deshpande A, Villarruel A, Bauermeister J. Assessing and Improving Data Integrity in Web-Based Surveys: Comparison of Fraud Detection Systems in a COVID-19 Study. JMIR Formative Research 2024;8:e47091 View
  79. Goldberg A, Abreu R, Flores A. Perceived Impact of the Parental Rights in Education Act (“Don’t Say Gay”) on LGBTQ+ Parents in Florida. The Counseling Psychologist 2024;52(2):224 View
  80. Tedone A, Lanz J. Staying silent during a crisis: How workplace factors influence safety decisions in U.S. nurses. Social Science & Medicine 2024;341:116548 View
  81. Weisblum M, Trussell E, Schwinn T, Pacheco A, Nurkin P. Screening and Retaining Adolescents Recruited Through Social Media: Secondary Analysis from a Longitudinal Clinical Trial. JMIR Pediatrics and Parenting 2024;7:e47984 View
  82. Liu S, Curenton S, Sims J, Fisher P. The promotive and protective effects of parents’ perceived changes during the COVID-19 pandemic on emotional well-being among U.S. households with young children: an investigation of family resilience processes. Frontiers in Psychology 2024;14 View
  83. Cooper C. What is wrong with individual differences research?. Personality and Individual Differences 2024;221:112550 View
  84. Santinele Martino A, Perrotta A, McGillion B. Who can you trust these days?: Dealing with imposter participants during online recruitment and data collection. Qualitative Research 2024 View
  85. Nist M, Spurlock E, Pickler R. Barriers and Facilitators of Parent Presence in the Neonatal Intensive Care Unit. MCN: The American Journal of Maternal/Child Nursing 2024;49(3):137 View
  86. Lebrun B, Temtsin S, Vonasch A, Bartneck C. Detecting the corruption of online questionnaires by artificial intelligence. Frontiers in Robotics and AI 2024;10 View
  87. Damato N. Evaluating factors influencing compliance with vessel regulations to minimize disturbances to endangered killer whales (Orcinus orca). Marine Policy 2024;161:106036 View
  88. Sostre J, Abreu R, Lockett G, Vincent D, Mosley D. “I’m Going to be Visible Because… That’s What’s Gonna Help Other People Like Me”: Young Black Trans and Gender Diverse People’s Experiences in Activism Work. The Counseling Psychologist 2024;52(4):614 View
  89. An J, Fan W, Mittal A, Zhang Y, Chen A. Mobile App Use among Persons with Fibromyalgia: A Cross-sectional Survey. The Journal of Pain 2024:104515 View
  90. Khan A, Dignos P, Papadopoulos A, Nowrouzi-Kia B, Sivanthan M, Gohar B. Unmasking the Unrecognized: Exploring Registered Pharmacy Technicians’ Stressors During COVID-19 Through a Demands-Resources Inquiry and Looking Ahead. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2024;61 View
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  98. Collins M, Lazard A, Dillman Carpentier F, Comello M, Benedict C, Kent E, Yu C. Reel reflections: the role of entertainment media narratives in coping among young adult cancer survivors. Journal of Psychosocial Oncology 2024:1 View
  99. Kumarasamy V, Goodfellow N, Ferron E, Wright A. Evaluating the Problem of Fraudulent Participants in Health Care Research: Multimethod Pilot Study. JMIR Formative Research 2024;8:e51530 View
  100. Collins M, Lazard A, Dillman Carpentier F, Comello M, Benedict C, Kent E, Yu C. Understanding Young Adult Cancer Survivors’ Engagement with Cancer Storylines in Entertainment Media Narratives. Journal of Adolescent and Young Adult Oncology 2024 View
  101. Chang A, Huang S, Benjamin D, Schmidt J, Palmer C, Garrison N. Exploring the role of digital tools in rare disease management: An interview‐based study. Journal of Genetic Counseling 2024 View
  102. Saragosa M, Goraya F, Serrano F, Nowrouzi-Kia B, Guilcher S, Abdul Aziz Y, Gohar B. From Crisis to Opportunity: A Qualitative Study on Rehabilitation Therapists’ Experiences and Post-Pandemic Perspectives. Healthcare 2024;12(10):1050 View
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  104. Brady K, Lee A, Bassler J, Young Pierce J, Daniel C. Human papillomavirus vaccine beliefs and intentions Post-COVID-19 vaccine release among mothers in Alabama. Vaccine 2024 View
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  106. Boyden J, Ersek M, Widger K, Shea J, Feudtner C. The Home-Based Experiences of Palliative and Hospice Care for Children and Caregivers (EXPERIENCE) Measure: Evaluation of Psychometric Properties. Journal of Pain and Symptom Management 2024 View
  107. Majic S, Ditmore M, Li J. 440 Sex Workers Cannot Be Wrong: Engaging and Negotiating Online Platform Power. Social Sciences 2024;13(7):337 View
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  109. Wilson E, Ratcliff R, Smith R, Wilson A. The FAIR Framework of threats to data quality. Journal of Marketing Theory and Practice 2024:1 View
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Books/Policy Documents

  1. Hazell C, Berry C. Supporting Research in Counselling and Psychotherapy. View