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

Infodemiology and Infoveillance (1349) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1641)

Published on in Vol 16, No 10 (2014): October

What Are Health-Related Users Tweeting? A Qualitative Content Analysis of Health-Related Users and Their Messages on Twitter

What Are Health-Related Users Tweeting? A Qualitative Content Analysis of Health-Related Users and Their Messages on Twitter

What Are Health-Related Users Tweeting? A Qualitative Content Analysis of Health-Related Users and Their Messages on Twitter

Authors of this article:

Joy L Lee1 Author Orcid Image ;   Matthew DeCamp2 Author Orcid Image ;   Mark Dredze3 Author Orcid Image ;   Margaret S Chisolm4 Author Orcid Image ;   Zackary D Berger2 Author Orcid Image
Article Authors Cited by (95) Tweetations (160) Metrics

Journals

  1. Nason G, O’Kelly F, Bouchier-Hayes D, Quinlan D, Manecksha R. Twitter expands the reach and engagement of a national scientific meeting: the Irish Society of Urology. Irish Journal of Medical Science (1971 -) 2015;184(3):685 View
  2. Meng H, Kath S, Li D, Nguyen Q, Giraud-Carrier C. National substance use patterns on Twitter. PLOS ONE 2017;12(11):e0187691 View
  3. Tufts C, Polsky D, Volpp K, Groeneveld P, Ungar L, Merchant R, Pelullo A. Characterizing Tweet Volume and Content About Common Health Conditions Across Pennsylvania: Retrospective Analysis. JMIR Public Health and Surveillance 2018;4(4):e10834 View
  4. Meah V, Kimber M, Simpson J, Davenport M. Knowledge translation and social media: Twitter data analysis of the 2019 Canadian Guideline for Physical Activity throughout Pregnancy. Canadian Journal of Public Health 2020;111(6):1049 View
  5. Ovaere S, Zimmerman D, Brady R. Social Media in Surgical Training: Opportunities and Risks. Journal of Surgical Education 2018;75(6):1423 View
  6. Peters M, Uible E, Chisolm M. A Twitter Education: Why Psychiatrists Should Tweet. Current Psychiatry Reports 2015;17(12) View
  7. Moukarzel S, Rehm M, Daly A. Breastfeeding promotion on Twitter: A social network and content analysis approach. Maternal & Child Nutrition 2020;16(4) View
  8. Tao D, Boothby A, McLouth J, Prasad V. Financial Conflicts of Interest Among Hematologist-Oncologists on Twitter. JAMA Internal Medicine 2017;177(3):425 View
  9. Adams S, Schiffers P. Co-constructed health narratives during a ‘media event’: The case of the first Dutch Twitter heart operation. DIGITAL HEALTH 2017;3 View
  10. Pang P, McKay D, Chang S, Chen Q, Zhang X, Cui L. Privacy concerns of the Australian My Health Record: Implications for other large-scale opt-out personal health records. Information Processing & Management 2020;57(6):102364 View
  11. Walker K, Burns K. #13ReasonsWhy Health Professionals and Educators are Tweeting: A Systematic Analysis of Uses and Perceptions of Show Content and Learning Outcomes. Health Communication 2019;34(10):1085 View
  12. Admon A, Kaul V, Cribbs S, Guzman E, Jimenez O, Richards J. Twelve tips for developing and implementing a medical education Twitter chat. Medical Teacher 2020;42(5):500 View
  13. Kelly B, Redmond C, Nason G, Healy G, Horgan N, Heffernan E. The Use of Twitter by Radiology Journals: An Analysis of Twitter Activity and Impact Factor. Journal of the American College of Radiology 2016;13(11):1391 View
  14. Lwin K, Sugiura K, Zettsu K. Space–time multiple regression model for grid-based population estimation in urban areas. International Journal of Geographical Information Science 2016;30(8):1579 View
  15. Attridge M, Holmstrom S, Sheehan K. Injury Prevention Opportunities in the Pediatric Emergency Department. Clinical Pediatric Emergency Medicine 2020;21(1):100761 View
  16. Doan S, Ritchart A, Perry N, Chaparro J, Conway M. How Do You #relax When You’re #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets. JMIR Public Health and Surveillance 2017;3(2):e35 View
  17. Paul M, Dredze M. Social Monitoring for Public Health. Synthesis Lectures on Information Concepts, Retrieval, and Services 2017;9(5):1 View
  18. Little R, West B, Boonstra P, Hu J. Measures of the Degree of Departure from Ignorable Sample Selection. Journal of Survey Statistics and Methodology 2020;8(5):932 View
  19. Chisholm E, O’Sullivan K. Using Twitter to Explore (un)Healthy Housing: Learning from the #Characterbuildings Campaign in New Zealand. International Journal of Environmental Research and Public Health 2017;14(11):1424 View
  20. Alvarez-Mon M, Llavero-Valero M, Sánchez-Bayona R, Pereira-Sanchez V, Vallejo-Valdivielso M, Monserrat J, Lahera G, Asunsolo del Barco A, Alvarez-Mon M. Areas of Interest and Stigmatic Attitudes of the General Public in Five Relevant Medical Conditions: Thematic and Quantitative Analysis Using Twitter. Journal of Medical Internet Research 2019;21(5):e14110 View
  21. Brunner M, Hemsley B, Dann S, Togher L, Palmer S. Hashtag #TBI: A content and network data analysis of tweets about Traumatic Brain Injury. Brain Injury 2018;32(1):49 View
  22. Schwartz J, Grimm J. PrEP on Twitter: Information, Barriers, and Stigma. Health Communication 2017;32(4):509 View
  23. Moukarzel S, del Fresno M, Bode L, Daly A. Distance, diffusion and the role of social media in a time of COVID contagion. Maternal & Child Nutrition 2020;16(4) View
  24. Oh S, Costello K, Chen A, Wildemuth B. Qualitative methods for studying health information behaviors. Proceedings of the Association for Information Science and Technology 2016;53(1):1 View
  25. Bozdağ Ç. Bottom-up nationalism and discrimination on social media: An analysis of the citizenship debate about refugees in Turkey. European Journal of Cultural Studies 2020;23(5):712 View
  26. Djuricich A, Zee-Cheng J. Live tweeting in medicine: ‘Tweeting the meeting’. International Review of Psychiatry 2015;27(2):133 View
  27. Katsuki T, Mackey T, Cuomo R. Establishing a Link Between Prescription Drug Abuse and Illicit Online Pharmacies: Analysis of Twitter Data. Journal of Medical Internet Research 2015;17(12):e280 View
  28. Robillard J, Cabral E, Hennessey C, Kwon B, Illes J. Fueling Hope: Stem Cells in Social Media. Stem Cell Reviews and Reports 2015;11(4):540 View
  29. Nastasi A, Bryant T, Canner J, Dredze M, Camp M, Nagarajan N. Breast Cancer Screening and Social Media: a Content Analysis of Evidence Use and Guideline Opinions on Twitter. Journal of Cancer Education 2018;33(3):695 View
  30. Aboelmaged M. Predicting the success of Twitter in healthcare. Online Information Review 2018;42(6):898 View
  31. Clyne W, Pezaro S, Deeny K, Kneafsey R. Using Social Media to Generate and Collect Primary Data: The #ShowsWorkplaceCompassion Twitter Research Campaign. JMIR Public Health and Surveillance 2018;4(2):e41 View
  32. Rivas R, Sadah S, Guo Y, Hristidis V. Classification of Health-Related Social Media Posts: Evaluation of Post Content–Classifier Models and Analysis of User Demographics. JMIR Public Health and Surveillance 2020;6(2):e14952 View
  33. Bert F, Zeegers Paget D, Scaioli G. A social way to experience a scientific event: Twitter use at the 7th European Public Health Conference. Scandinavian Journal of Public Health 2016;44(2):130 View
  34. Topf J, Hiremath S. Social media, medicine and the modern journal club. International Review of Psychiatry 2015;27(2):147 View
  35. Makita M, Mas-Bleda A, Morris S, Thelwall M. Mental Health Discourses on Twitter during Mental Health Awareness Week. Issues in Mental Health Nursing 2021;42(5):437 View
  36. Wakamiya S, Matsune S, Okubo K, Aramaki E. Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis. Journal of Medical Internet Research 2019;21(2):e10450 View
  37. Powell G, Seifert H, Reblin T, Burstein P, Blowers J, Menius J, Painter J, Thomas M, Pierce C, Rodriguez H, Brownstein J, Freifeld C, Bell H, Dasgupta N. Social Media Listening for Routine Post-Marketing Safety Surveillance. Drug Safety 2016;39(5):443 View
  38. Lee K, Oh H, Park G, Park S, Suh B, Bae W, Kim J, Yoon H, Kim M, Kang S, Son I, Kim D, Kang S. Transmissibility of the Campaign for Colorectal Cancer Awareness in Korea Among Twitter Users. Annals of Coloproctology 2016;32(5):184 View
  39. Kapp J, Hensel B, Schnoring K. Is Twitter a forum for disseminating research to health policy makers?. Annals of Epidemiology 2015;25(12):883 View
  40. Sharma A, Mann Z, Cherian R, Del Rosario J, Yang J, Sarkar U. Recommendations From the Twitter Hashtag #DoctorsAreDickheads: Qualitative Analysis. Journal of Medical Internet Research 2020;22(10):e17595 View
  41. Stukus D. Using Twitter to expand the reach and engagement of allergists. The Journal of Allergy and Clinical Immunology: In Practice 2016;4(2):345 View
  42. Meeking K. Patients’ experiences of radiotherapy: Insights from Twitter. Radiography 2020;26(3):e146 View
  43. Solnick R, Chao G, Ross R, Kraft‐Todd G, Kocher K, Yarris L. Emergency Physicians and Personal Narratives Improve the Perceived Effectiveness of COVID‐19 Public Health Recommendations on Social Media: A Randomized Experiment. Academic Emergency Medicine 2021;28(2):172 View
  44. Conti J, Cahill E. Abortion in the media. Current Opinion in Obstetrics & Gynecology 2017;29(6):427 View
  45. Ramsingh J, Bhuvaneswari V. An integrated multi-node Hadoop framework to predict high-risk factors of Diabetes Mellitus using a Multilevel MapReduce based Fuzzy Classifier (MMR-FC) and Modified DBSCAN algorithm. Applied Soft Computing 2021;108:107423 View
  46. Sleigh J, Amann J, Schneider M, Vayena E. Qualitative analysis of visual risk communication on twitter during the Covid-19 pandemic. BMC Public Health 2021;21(1) View
  47. Grond S, Kallies G, McCormick M. Parental and provider perspectives on social media about ankyloglossia. International Journal of Pediatric Otorhinolaryngology 2021;146:110741 View
  48. Griffin V, Wentz E, Meinert E. Explaining the Why in #WhyIDidntReport: An Examination of Common Barriers to Formal Disclosure of Sexual Assault in College Students. Journal of Interpersonal Violence 2022;37(15-16):NP14716 View
  49. Yang Z, Vicari S. The Pandemic across Platform Societies: Weibo and Twitter at the Outbreak of the Covid-19 Epidemic in China and the West. Howard Journal of Communications 2021;32(5):493 View
  50. Munoz-Acuna R, Leibowitz A, Hayes M, Bose S. Analysis of top influencers in critical care medicine “twitterverse” in the COVID-19 era: a descriptive study. Critical Care 2021;25(1) View
  51. Walsh M, Baker S. Avoiding conflict and minimising exposure: Face-work on Twitter. Convergence: The International Journal of Research into New Media Technologies 2022;28(3):664 View
  52. Farley Z, McDonough K, Richards E, Smock C. Health education and promotion of #PhysicalActivity on Twitter before and during COVID-19. Health Education Journal 2023;82(3):286 View
  53. Le L, Hoang P, Pham H. Sharing health information across online platforms: A systematic review. Health Communication 2023;38(8):1550 View
  54. Døssing M, Crăciun I, Bowers B. From Hostile to Benevolent Ageism: Polarizing Attitudes Toward Older Adults in German COVID-19-Related Tweets. The Gerontologist 2022;62(8):1185 View
  55. Kasson E, Singh A, Huang M, Wu D, Cavazos-Rehg P. Using a mixed methods approach to identify public perception of vaping risks and overall health outcomes on Twitter during the 2019 EVALI outbreak. International Journal of Medical Informatics 2021;155:104574 View
  56. Besse J, Gorringe H, von Rötel J, Luguzan C, Ricciardi F. ‘Opportunities have pretty much disappeared’: The Movement for Scottish Independence in Abeyance during Covid-19. Scottish Affairs 2022;31(2):190 View
  57. Abbasi-Perez A, Alvarez-Mon M, Donat-Vargas C, Ortega M, Monserrat J, Perez-Gomez A, Sanz I, Alvarez-Mon M. Analysis of Tweets Containing Information Related to Rheumatological Diseases on Twitter. International Journal of Environmental Research and Public Health 2021;18(17):9094 View
  58. Nguyen A, Tsui E, Smith J. Social media and ophthalmology: A review. Clinical & Experimental Ophthalmology 2022;50(4):449 View
  59. de Anta L, Alvarez-Mon M, Ortega M, Salazar C, Donat-Vargas C, Santoma-Vilaclara J, Martin-Martinez M, Lahera G, Gutierrez-Rojas L, Rodriguez-Jimenez R, Quintero J, Alvarez-Mon M. Areas of Interest and Social Consideration of Antidepressants on English Tweets: A Natural Language Processing Classification Study. Journal of Personalized Medicine 2022;12(2):155 View
  60. Karmegam D, Mappillairaju B. Information extraction using a mixed method analysis of social media data: A case study of the police shooting during the anti-Sterlite protests at Thoothukudi, India. Information Development 2023;39(4):739 View
  61. Tadros E, Morgan A, Durante K. Criticism, Compassion, and Conspiracy Theories: A Thematic Analysis of What Twitter Users Are Saying About COVID-19 in Correctional Settings. International Journal of Offender Therapy and Comparative Criminology 2024;68(4):370 View
  62. Kesavarapu K, Zelenkauskaite A, Nandi N. Reach and Power of Physician-Initiated Tweets in a Twitter Inflammatory Bowel Disease Community. Crohn's & Colitis 360 2021;3(3) View
  63. Weidner K, Lowman J, Fleischer A, Kosik K, Goodbread P, Chen B, Kavuluru R. Twitter, Telepractice, and the COVID-19 Pandemic: A Social Media Content Analysis. American Journal of Speech-Language Pathology 2021;30(6):2561 View
  64. Castillo L, Hadjistavropoulos T, Beahm J. Social media discussions about long-term care and the COVID-19 pandemic. Journal of Aging Studies 2022;63:101076 View
  65. Wu D, Kasson E, Singh A, Ren Y, Kaiser N, Huang M, Cavazos-Rehg P. Topics and Sentiment Surrounding Vaping on Twitter and Reddit During the 2019 e-Cigarette and Vaping Use–Associated Lung Injury Outbreak: Comparative Study. Journal of Medical Internet Research 2022;24(12):e39460 View
  66. Yum S. Comprehensive Analyses of Twitter for Hurricane Irma. Journal of Emergency Management and Disaster Communications 2021;02(02):149 View
  67. Wakamiya S, Morimoto O, Omichi K, Hara H, Kawase I, Koshiba R, Aramaki E. Exploring Relationships Between Tweet Numbers and Over-the-counter Drug Sales for Allergic Rhinitis: Retrospective Analysis. JMIR Formative Research 2022;6(2):e33941 View
  68. Dong Y, Weir N. Antidepressants: A content analysis of healthcare providers' tweets. Exploratory Research in Clinical and Social Pharmacy 2023;9:100232 View
  69. Yang L, Mao Y, Jansz J. A Qualitative Content Analysis of Cardiovascular Diseases Related Health Information Targeted at the Hui Minority on Chinese WeChat Official Accounts. Healthcare 2021;9(10):1359 View
  70. Chan T, Drake T, Vollmer R. A qualitative research study comparing nutrition advice communicated by registered Dietitian and non-Registered Dietitian bloggers. Journal of Communication in Healthcare 2020;13(1):55 View
  71. Davies S, Langer M, Klein A, Gonzalez-Hernandez G, Dowshen N. Adolescent Perceptions of Menstruation on Twitter: Opportunities for Advocacy and Education. Journal of Adolescent Health 2022;71(1):94 View
  72. Hou J. “Sharing Is Caring”: Participatory Storytelling and Community Building on Social Media Amidst the COVID-19 Pandemic. American Behavioral Scientist 2023:000276422311640 View
  73. Ezeilo C, Leon N, Jajodia A, Han H. Use of Social Media for Health Advocacy for Digital Communities: Descriptive Study. JMIR Formative Research 2023;7:e51752 View
  74. Aruah D, Henshaw Y, Walsh-Childers K. Tweets That Matter: Exploring the Solutions to Maternal Mortality in the United States Discussed by Advocacy Organizations on Twitter. International Journal of Environmental Research and Public Health 2023;20(9):5617 View
  75. Cahill A, Carlson J. A Scoping Review of Physician Advocacy on Twitter. Cureus 2023 View
  76. Fu J, Li C, Zhou C, Li W, Lai J, Deng S, Zhang Y, Guo Z, Wu Y. Methods for Analyzing the Contents of Social Media for Health Care: Scoping Review. Journal of Medical Internet Research 2023;25:e43349 View
  77. Abbasi-Perez A, Alvarez-Mon M, Donat-Vargas C, Ortega M, Monserrat J, Perez-Gomez A, Alvarez-Mon M. Using Twitter Data Analysis to Understand the Perceptions, Beliefs, and Attitudes about Pharmacotherapy Used in Rheumatology: An Observational Study. Healthcare 2023;11(11):1526 View
  78. Meksawasdichai S, Lerksuthirat T, Ongphiphadhanakul B, Sriphrapradang C. Perspectives and Experiences of Patients With Thyroid Cancer at a Global Level: Retrospective Descriptive Study of Twitter Data. JMIR Cancer 2023;9:e48786 View
  79. Howard C, McIntire R, Anderson J, Stewart C, McIntosh H, Cornwell J, Barron K. The top sports medicine influencers on X (formerly Twitter). Journal of Sports Sciences 2023:1 View
  80. Esmaeilzadeh P. Privacy Concerns About Sharing General and Specific Health Information on Twitter: Quantitative Study. JMIR Formative Research 2024;8:e45573 View
  81. Meinert E, Wentz E. Protecting but Not Protected: Sexual Assault in the Military. Victims & Offenders 2024;19(4):671 View
  82. Brassel S, Brunner M, Campbell A, Power E, Togher L. Exploring Discussions About Virtual Reality on Twitter to Inform Brain Injury Rehabilitation: Content and Network Analysis. Journal of Medical Internet Research 2024;26:e45168 View
  83. Kim M, Lovett J, Doshi A, Prabhu V. Immediate Access to Radiology Reports: Perspectives on X Before and After the Cures Act Information Blocking Provision. Journal of the American College of Radiology 2024;21(7):1130 View
  84. Saylan B, Çınaroğlu S. Metin Madenciliği ve Makine Öğrenmesi Teknikleri ile Sağlık Hizmetleri Pazarlamasına Yönelik Twitter Verilerinin Analizi. Bilişim Teknolojileri Dergisi 2024;17(2):109 View
  85. Domingo-Espiñeira J, Varaona A, Montero M, Lara-Abelenda F, Gutierrez-Rojas L, Fernández del Campo E, Rodriguez-Jimenez R, Pinto da Costa M, Ortega M, Alvarez-Mon M, Alvarez-Mon M. Public perception of psychiatry, psychology and mental health professionals: a 15-year analysis. Frontiers in Psychiatry 2024;15 View
  86. Zhang Y, Fu J, Lai J, Deng S, Guo Z, Zhong C, Tang J, Cao W, Wu Y. Reporting of Ethical Considerations in Qualitative Research Utilizing Social Media Data on Public Health Care: Scoping Review. Journal of Medical Internet Research 2024;26:e51496 View
  87. O'Brien E, Ganjigunta R, Dhillon P. Personal Brands Versus Public Health: How Wellness Influencers Responded to COVID-19 Vaccination Efforts on Social Media (Preprint). Journal of Medical Internet Research 2024 View

Books/Policy Documents

  1. Sandhu M, Giabbanelli P, Mago V. Social Computing and Social Media. Design, Human Behavior and Analytics. View
  2. . Tweeting the Environment #Brexit. View
  3. Aboelmaged M, Thomas S, Elsheikh S. Handbook of Research on Healthcare Administration and Management. View
  4. Ramaprasad A, Syn T. Contemporary Consumer Health Informatics. View
  5. Luo J, Ing K. Mental Health in a Digital World. View
  6. Sarker A. Natural Language Processing in Biomedicine. View