Sourses and references
Arora, Vishal S., Martin McKee, and David Stuckler. 2019. "Google Trends: Opportunities and Limitations in Health and Health Policy Research." Health Policy 123 (3): 338–41. .
Bautista, J. R., Zhang, Y., & Gwizdka, J. (2021). Healthcare professionals' acts of correcting health misinformation on social media. International Journal of Medical Informatics, 148, 104375. https://doi.org/10.1016/j.ijmedinf.2021.104375
Brandt, S. (2021). Disinformation, Misinformation, and Fake News Teach-Out | Michigan Online.
Briand, S. (2021). WHO competency framework Building a response workforce to manage infodemics. https://www.who.int/publications/i/item/9789240035287
Brooke, Auxier, and Monica Anderson. 2021. "Social Media Use in 2021 ." Vol. 7. www.pewresearch.org.
Budd, Jobie, Benjamin S. Miller, Erin M. Manning, Vasileios Lampos, Mengdie Zhuang, Michael Edelstein, Geraint Rees, et al. 2020. "Digital Technologies in the Public-Health Response to COVID-19." Nature Medicine 2020 26:8 26 (8): 1183–92. https://doi.org/10.1038/s41591-020-1011-4 .
Chan, T, NS Trueger, D Roland, and S Thoma. 2018. "Evidence-Based Medicine in the Era of Social Media: Scholarly Engagement through Participation and Online Interaction." CJEM 20 (1): 3–8. .
Cheston, C. C., Flickinger, T. E., & Chisolm, M. S. (2013). Social media use in medical education: A systematic review. Academic Medicine, 88(6), 893–901. https://doi.org/10.1097/ACM.0B013E31828FFC23
Cocco, Anthony M, Rachel Zordan, David McD Taylor, Tracey J Weiland, Stuart J Dilley, Joyce Kant, Mahesha Dombagolla, Andreas Hendarto, Fiona Lai, and Jennie Hutton. 2018. "Dr Google in the ED: Searching for Online Health Information by Adult Emergency Department Patients." Medical Journal of Australia 209 (8): 342–47. https://doi.org/10.5694/MJA17.00889 .
Cooper, Seth, Firas Khatib, Adrien Treuille, Janos Barbero, Jeehyung Lee, Michael Beenen, Andrew Leaver-Fay, David Baker, Zoran Popović, and Foldit players. 2010. "Predicting Protein Structures with a Multiplayer Online Game." Nature 2010 466:7307 466 (7307): 756–60. https://doi.org/10.1038/nature09304 .
Cotton, Victor, and Mitesh S. Patel. 2018. "Gamification Use and Design in Popular Health and Fitness Mobile Applications:" Https://Doi.Org/10.1177/0890117118790394 33 (3): 448–51. https://doi.org/10.1177/0890117118790394.
Crawford, J., Gantner, T., Holm, T. O., Hoyt, J. P., Jansson Paweł Jarmołkowicz, N., Kalra, D., Madelin, R., Nosta, J., Peetso Morten Elbaek Petersen, T., Petru, R., & Pitsch, M. (2016). WE DISCUSS AND INFORM.
DeSmet, Ann, Ross Shegog, Dimitri van Ryckeghem, Geert Crombez, and Ilse de Bourdeaudhuij. 2015. "A Systematic Review and Meta-Analysis of Interventions for Sexual Health Promotion Involving Serious Digital Games." Https://Home.Liebertpub.Com/G4h 4 (2): 78–90. .
Domenico, G. Di, Sit, J., Ishizaka, A., & Nunan, D. (2021). Fake news, social media and marketing: A systematic review. Journal of Business Research, 124, 329–341. https://doi.org/10.1016/J.JBUSRES.2020.11.037
Drew, David A., Long H. Nguyen, Claire J. Steves, Cristina Menni, Maxim Freydin, Thomas Varsavsky, Carole H. Sudre, et al. 2020. "Rapid Implementation of Mobile Technology for Real-Time Epidemiology of COVID-19." Science 368 (6497): 1362–67. https://doi.org/10.1126/SCIENCE.ABC0473 .
Edo-Osagie, O., Smith, G., Lake, I., Edeghere, O., & Iglesia, B. D. La. (2019). Twitter mining using semi-supervised classification for relevance filtering in syndromic surveillance. PLOS ONE, 14(7), e0210689. https://doi.org/10.1371/JOURNAL.PONE.0210689
Eurostat. (2020). 53% of EU citizens sought health information online - Products Eurostat News - Eurostat. https://ec.europa.eu/eurostat/web/products-eurostat-news/-/DDN-20200327-1
Eurostat. (2021). One in two EU citizens look for health information online - Products Eurostat News - Eurostat. https://ec.europa.eu/eurostat/web/products-eurostat-news/-/edn-20210406-1
Ferguson, Christopher J., Allen Copenhaver, and Patrick Markey. 2020. "Reexamining the Findings of the American Psychological Association's 2015 Task Force on Violent Media: A Meta-Analysis:" Https://Doi.Org/10.1177/1745691620927666 15 (6): 1423–43. https://doi.org/10.1177/1745691620927666.
Garett, Renee, and Sean D. Young. 2018. "Health Care Gamification: A Study of Game Mechanics and Elements." Technology, Knowledge and Learning 2018 24:3 24 (3): 341–53. https://doi.org/10.1007/S10758-018-9353-4 .
Gentry, Sarah, Andrea Gauthier, Beatrice L’Estrade Ehrstrom, David Wortley, Anneliese Lilienthal, Lorainne Tudor Car, Shoko Dauwels-Okutsu, et al. 2019. "Serious Gaming and Gamification Education in Health Professions: Systematic Review." J Med Internet Res 2019;21(3):E12994 Https://Www.Jmir.Org/2019/3/E12994 21 (3): e12994. https://doi.org/10.2196/12994 .
Germani, Federico, and Nikola Biller-Andorno. 2021. "The Anti-Vaccination Infodemic on Social Media: A Behavioral Analysis." PLOS ONE 16 (3): e0247642. .
Giustini, D. M., Ali, S. M., Fraser, M., & Boulos, M. N. K. (2018). Effective uses of social media in public health and medicine: a systematic review of systematic reviews. Online Journal of Public Health Informatics, 10(2). https://doi.org/10.5210/ojphi.v10i2.8270
Huisman, Martijn, Stijn Joye, and Daniël Biltereyst. 2019. "Searching for Health: Doctor Google and the Shifting Dynamics of the Middle-Aged and Older Adult Patient–Physician Relationship and Interaction:" Https://Doi.Org/10.1177/0898264319873809 32 (9): 998–1007. https://doi.org/10.1177/0898264319873809.
Ieraci, Susan. 2018. "Redefining the Physician's Role in the Era of Online Health Information." The Medical Journal of Australia 209 (8): 340–41. https://doi.org/10.5694/mja18.00652 .
Jungmann, Stefanie M., Sebastian Brand, Johanna Kolb, and Michael Witthöft. 2020. "Do Dr. Google and Health Apps Have (Comparable) Side Effects? An Experimental Study:" Https://Doi.Org/10.1177/2167702619894904 8 (2): 306–17. https://doi.org/10.1177/2167702619894904.
Junhan, & Wang, Y. (2021). Social Media Use for Health Purposes: Systematic Review. J Med Internet Res 2021;23(5):E17917 Https://Www.Jmir.Org/2021/5/E17917, 23(5), e17917. https://doi.org/10.2196/17917
Kato, Pamela M., Steve W. Cole, Andrew S. Bradlyn, and Brad H. Pollock. 2008. "A Video Game Improves Behavioral Outcomes in Adolescents and Young Adults With Cancer: A Randomized Trial." Pediatrics 122 (2): e305–17. https://doi.org/10.1542/PEDS.2007-3134 .
Lagu, T, SL Goff, B Craft, S Calcasola, EM Benjamin, A Priya, and PK Lindenauer. 2016. "Can Social Media Be Used as a Hospital Quality Improvement Tool?" Journal of Hospital Medicine 11 (1): 52–55. .
Liu, Y., & Brook, Y. W. (2020). FNED: A Deep Network for. Fake News Early Detection on Social Media. ACM Trans. Inf. Syst, 38. https://doi.org/10.1145/3386253
Maxwell, J. (2021). Disinformation, Misinformation, and Fake News Teach-Out | Michigan Online.
Melton, C. A., Olusanya, O. A., Ammar, N., & Shaban-Nejad, A. (2021). Public sentiment analysis and topic modeling regarding COVID-19 vaccines on the Reddit social media platform: A call to action for strengthening vaccine confidence. Journal of Infection and Public Health, 14(10), 1505–1512. https://doi.org/10.1016/J.JIPH.2021.08.010
Michelle, Karen, Emily S Borleis, Linda Brennan, Mike Reid, Tracy A McCaffrey, and Megan SC Lim. 2018. "What People 'Like': Analysis of Social Media Strategies Used by Food Industry Brands, Lifestyle Brands, and Health Promotion Organizations on Facebook and Instagram." J Med Internet Res 2018;20(6):E10227 Https://Www.Jmir.Org/2018/6/E10227 20 (6): e10227. https://doi.org/10.2196/10227 .
Mheidly, N., & Fares, J. (2020). Leveraging media and health communication strategies to overcome the COVID-19 infodemic. Journal of Public Health Policy 2020 41:4, 41(4), 410–420. https://doi.org/10.1057/S41271-020-00247-W
Moorhead, S. Anne, Diane E. Hazlett, Laura Harrison, Jennifer K. Carroll, Anthea Irwin, and Ciska Hoving. 2013. "A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication." Journal of Medical Internet Research. JMIR Publications Inc. https://doi.org/10.2196/jmir.1933 .
Paakkari, Leena, and Orkan Okan. 2020. "COVID-19: Health Literacy Is an Underestimated Problem." The Lancet. Public Health 5 (5): e249. https://doi.org/10.1016/S2468-2667(20)30086-4 .
Primack, Brian A., Mary V. Carroll, Megan McNamara, Mary Lou Klem, Brandy King, Michael Rich, Chun W. Chan, and Smita Nayak. 2012. "Role of Video Games in Improving Health-Related Outcomes: A Systematic Review." American Journal of Preventive Medicine 42 (6): 630–38. https://doi.org/10.1016/J.AMEPRE.2012.02.023 .
Raskar, Ramesh, Isabel Schunemann, Rachel Barbar, Kristen Vilcans, Jim Gray, Praneeth Vepakomma, Suraj Kapa, et al. 2020. "Apps Gone Rogue: Maintaining Personal Privacy in an Epidemic," March. https://arxiv.org/abs/2003.08567v1.
Read, A. (2021). 27 Free and Paid Social Media Analytics for Marketers.
Rocha, Y. M., de Moura, G. A., Desidério, G. A., de Oliveira, C. H., Lourenço, F. D., & de Figueiredo Nicolete, L. D. (2021). The impact of fake news on social media and its influence on health during the COVID-19 pandemic: a systematic review. Journal of Public Health 2021, 1–10. https://doi.org/10.1007/S10389-021-01658-Z
Roland, Damian, and Victoria Brazil. 2015. "Top 10 Ways to Reconcile Social Media and 'Traditional' Education in Emergency Care." Emergency Medicine Journal 32 (10): 819–22. https://doi.org/10.1136/EMERMED-2015-205024 .
Rothrock, Steven G., Ava N. Rothrock, Sarah B. Swetland, Maria Pagane, Shira A. Isaak, Jake Romney, Valeria Chavez, and Silvio H. Chavez. 2019. "Quality, Trustworthiness, Readability, and Accuracy of Medical Information Regarding Common Pediatric Emergency Medicine-Related Complaints on the Web." The Journal of Emergency Medicine 57 (4): 469–77. https://doi.org/10.1016/J.JEMERMED.2019.06.043 .
Salathé, Marcel. 2018. "Digital Epidemiology: What Is It, and Where Is It Going?" Life Sciences, Society and Policy 2018 14:1 14 (1): 1–5. https://doi.org/10.1186/S40504-017-0065-7 .
Salathé, Marcel, Linus Bengtsson, Todd J. Bodnar, Devon D. Brewer, John S. Brownstein, Caroline Buckee, Ellsworth M. Campbell, et al. 2012. "Digital Epidemiology." PLOS Computational Biology 8 (7): e1002616. https://doi.org/10.1371/JOURNAL.PCBI.1002616 .
Sardi, Lamyae, Ali Idri, and José Luis Fernández-Alemán. 2017. “A Systematic Review of Gamification in E-Health.” Journal of Biomedical Informatics 71 (July): 31–48. .
Saxena, A., Saxena, P., & Reddy, H. (2022). Fake News Detection Techniques for Social Media. Smart Innovation, Systems and Technologies, 246, 325–354.
Shahsavari, S., Holur, P., Wang, T., Tangherlini, T. R., & Roychowdhury, V. (2020). Conspiracy in the time of corona: automatic detection of emerging COVID-19 conspiracy theories in social media and the news. Journal of Computational Social Science 2020 3:2, 3(2), 279–317.
Soroya, S. H., Farooq, A., Mahmood, K., Isoaho, J., & Zara, S. e. (2021). From information seeking to information avoidance: Understanding the health information behavior during a global health crisis. Information Processing & Management, 58(2), 102440. https://doi.org/10.1016/J.IPM.2020.102440
Suarez-Lledo, Victor, and Javier Alvarez-Galvez. 2021. "Prevalence of Health Misinformation on Social Media: Systematic Review." J Med Internet Res 2021;23(1):E17187 Https://Www.Jmir.Org/2021/1/E17187 23 (1): e17187. https://doi.org/10.2196/17187 .
Sween, Jennifer, Sherrie Flynt Wallington, Vanessa Sheppard, Teletia Taylor, Adana A. Llanos, and Lucile Lauren Adams-Campbell. 2014. "The Role of Exergaming in Improving Physical Activity: A Review." Journal of Physical Activity and Health 11 (4): 864–70. https://doi.org/10.1123/JPAH.2011-0425 .
Tarkoma, Sasu, Suliman Alghnam, and Michael D. Howell. 2020. "Fighting Pandemics with Digital Epidemiology." EClinicalMedicine 26 (September): 100512. https://doi.org/10.1016/J.ECLINM.2020.100512 .
Thapa, Deependra K., Denis C. Visentin, Rachel Kornhaber, Sancia West, and Michelle Cleary. 2021. "The Influence of Online Health Information on Health Decisions: A Systematic Review." Patient Education and Counseling 104 (4): 770–84. .
Thorstad, R., & Wolff, P. (2019). Predicting future mental illness from social media: A big-data approach. Behavior Research Methods 2019 51:4, 51(4), 1586–1600. https://doi.org/10.3758/S13428-019-01235-Z
Toda, A. M., Oliveira, W., Klock, A. C., Palomino, P. T., Pimenta, M., Gasparini, I., Shi, L., Bittencourt, I., Isotani, S., & Cristea, A. I. (2019). A taxonomy of game elements for gamification in educational contexts: Proposal and evaluation. Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019, 84–88. https://doi.org/10.1109/ICALT.2019.00028
Topf, Joel M., and Paul N. Williams. 2021. "COVID-19, Social Media, and the Role of the Public Physician." Blood Purification 50 (4–5): 595–601. https://doi.org/10.1159/000512707 .
Ventola, C. L. (2014). Social media and health care professionals: benefits, risks, and best practices. Pharmacy and therapeutics, 39(7), 491.
Wang, Yuxi, Martin McKee, Aleksandra Torbica, and David Stuckler. 2019. "Systematic Literature Review on the Spread of Health-Related Misinformation on Social Media." Social Science & Medicine 240 (November): 112552. .
WHO. (2020). Managing the COVID-19 infodemic: Promoting healthy behaviours and mitigating the harm from misinformation and disinformation. https://www.who.int/news/item/23-09-2020-managing-the-covid-19-infodemic-promoting-healthy-behaviours-and-mitigating-the-harm-from-misinformation-and-disinformation
Zhao, Y., & Zhang, J. (2017). Consumer health information seeking in social media: a literature review. Health Information & Libraries Journal, 34(4), 268–283.
Zhou, L., Zhang, D., Yang, C. C., & Wang, Y. (2018). Harnessing social media for health information management. Electronic Commerce Research and Applications, 27, 139–151. https://doi.org/10.1016/J.ELERAP.2017.12.003