#BeTheMatch: Assessing How Testimonials on Reddit Promote the Importance of Donating Bone Marrow

References

• Aguirre-Zero, O., Westerhold, C., Goldsworthy, R., & Maupome, G. (2016). Identification of barriers and beliefs influencing engagement by adult and teen Mexican-Americans in oral health behaviors. Community Dental Health, 33(1), 44–47.
   PubMed Web of Science ®Google Scholar
• Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. doi:10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Alexa Internet Inc. (2020, January). Reddit.com competitive analysis, marketing mix and traffic. Retrieved from: https://www.alexa.com/siteinfo/reddit.com
   Google Scholar
• Bandura, A. (1989). Human agency in social cognitive theory. American Psychologist, 44(9), 1175.
   PubMed Web of Science ®Google Scholar
• Bartholomew, L. K., Kay Bartholomew, L., & Mullen, P. D. (2011). Five roles for using theory and evidence in the design and testing of behavior change interventions. Journal of Public Health Dentistry, 71, S20–S33.
   PubMed Web of Science ®Google Scholar
• Batson, C. D. (2010). Empathy-induced altruistic motivation. In M. Mikulincer & P. R. Shaver (Eds.), Prosocial motives, emotions, and behavior: The better angels of our nature (pp. 15–34). Washington, DC: American Psychological Association. https://doi-org.proxy.library.vcu.edu/10.1037/12061-001
   Google Scholar
• Bergstrom, T. C., Garratt, R. J., & Sheehan-Connor, D. (2009). One chance in a million: Altruism and the bone marrow registry. The American Economic Review, 99(4), 1309–1334.
   PubMed Web of Science ®Google Scholar
• Bilandzic, H., & Busselle, R. (2013). Narrative persuasion. In J. P. Dillard & L. Shen (Eds.), The Sage Handbook of Persuasion: Developments in Theory and Practice (2nd ed., pp. 200–219). Thousand Oaks, CA: Sage.
   Google Scholar
• Blanton, H., Stuart, A. E., & Van den Eijnden, R. J. (2001). An introduction to deviance-regulation theory: The effect of behavioral norms on message framing. Personality and Social Psychology Bulletin, 27(7), 848–858. doi:10.1177/0146167201277007
   Web of Science ®Google Scholar
• Braverman, J. (2008). Testimonials versus informational persuasive messages: The moderating effect of delivery mode and personal involvement. Communication Research, 35(5), 666–694. doi:10.1177/0093650208321785
   Web of Science ®Google Scholar
• Butterworth, V. A., Simmons, R. G., & Schimmel, M. (1992). When altruism fails: Reactions of unrelated bone marrow donors when the recipient dies. Omega, 26(3), 161–173. doi:10.2190/U20C-PQ5H-YBN7-9G62
   PubMed Web of Science ®Google Scholar
• Carollo, K. (2010, May). New York woman dies of leukemia after bone marrow donors back out.Retrieved fromhttp://abcnews.go.com/Health/woman-dies-leukemia-bone-marrow-donors-back/story?id=12120620#.ULEncYdQVHc.
   Google Scholar
• De Choudhury, M., & De, S. (2014, May). Mental health discourse on Reddit: Self-disclosure, social support, and anonymity. In Eighth international AAAI Conference on Weblogs and Social Media, Québec City, Québec, Canada.
   Google Scholar
• De Wit, J. B., Das, E., & Vet, R. (2008). What works best: Objective statistics or a personal testimonial? An assessment of the persuasive effects of different types of message evidence on risk perception. Health Psychology, 27(1), 110.
   PubMed Web of Science ®Google Scholar
• Department of Health and Human Services (2019). The need for more donors. Retrieved from: https://bloodcell.transplant.hrsa.gov/donor/need_for_donors/index.html
   Google Scholar
• Dunn, O. J. (1964). Multiple comparisons using rank sums. Technometrics, 6(3), 241–252.
   Web of Science ®Google Scholar
• Guidry, J. P., Austin, L. L., Carlyle, K. E., Freberg, K., Cacciatore, M., Meganck, S., … Messner, M. (2018). Welcome or not: Comparing# refugee posts on Instagram and Pinterest. American Behavioral Scientist, 62(4), 512–531.
   Web of Science ®Google Scholar
• Gupta, V., Eapen, M., Brazauskas, R., Carreras, J., Aljurf, M., Gale, R. P., … Sabloff, M. (2010). Impact of age on outcomes after bone marrow transplantation for acquired aplastic anemia using HLA-matched sibling donors. Haematologica, 95(12), 2119–2125. doi:10.1002/(SICI)1099-0798(199623)14:4<375::AID-BSL247>3.0.CO;2-8
   PubMed Web of Science ®Google Scholar
• Gustafsson, C., Gustafsson, L. K., & Snellman, I. (2013). Trust leading to hope-the signification of meaningful encounters in Swedish healthcare. The narratives of patients, relatives and healthcare staff. International Practice Development Journal, 3(1), 1–13.
   Google Scholar
• Harikumar, H., Nguyen, T., Gupta, S., Rana, S., Kaimal, R., & Venkatesh, S. (2016). Understanding behavioral differences between short and long-term drinking abstainers from social media. In Li J., Li X., Wang S., Li J., Sheng Q. (eds) Advanced Data Mining and Applications. ADMA 2016. Lecture Notes in Computer Science, vol 10086. Springer, Cham. https://doi.org/10.1007/978-3-319-49586-6_36
   Google Scholar
• Henninger, N. M. (2019). ‘I gave someone a good death’: Anonymity in a community of Reddit’s medical professionals. Convergence, Advance online publication. doi/10.1177/1354856519847329.
   Google Scholar
• Hyde, M. K., McLaren, P. J., & White, K. M. (2014). Identifying belief targets to increase bone marrow registry participation among students who have never donated blood. Psychology, Health & Medicine, 19(1), 115–125. doi:10.1080/13548506.2013.775467
   PubMed Web of Science ®Google Scholar
• In M. Mikulincer & P. R. Shaver (Eds.) (2019). Prosocial motives, emotions, and behavior: The better angels of our nature (pp. 15–34). Washington, DC: American Psychological Association.https://doi-org.proxy.library.vcu.edu/10.1037/12061-001
   Google Scholar
• Jang, S. M., Mckeever, B. W., Mckeever, R., & Kim, J. K. (2019). From social media to mainstream news: The information flow of the vaccine-autism controversy in the US, Canada, and the UK. Health Communication, 34(1), 110–117. doi:10.1080/10410236.2017.1384433
   PubMed Web of Science ®Google Scholar
• Johnson, J. M. Q., Quintero Johnson, J. M., Yilmaz, G., & Najarian, K. (2017). Optimizing the presentation of mental health information in social media: The effects of health testimonials and platform on source perceptions, message processing, and health outcomes. Health Communication, 32(9), 1121–1132. doi:10.1080/10410236.2016.1214218
   PubMed Web of Science ®Google Scholar
• Jordan, A., Kunkel, D., Manganello, J., & Fishbein, M. (2010). Media messages and public health: A decisions approach to content analysis. Abingdon, UK: Routledge.
   Google Scholar
• Kaster, E. C., Rogers, C. R., Jeon, K. C., & Rosen, B. (2014). Getting to the heart of being the match: A qualitative analysis of bone marrow donor recruitment and retention among college students. Health Educator, 46(1), 14.
   Google Scholar
• Laver, J. H., Hulsey, T. C., Jones, J. P., Gautreaux, M., Barredo, J. C., & Abboud, M. R. (2001). Assessment of barriers to bone marrow donation by unrelated African-American potential donors. Biology of Blood and Marrow Transplantation, 7(1), 45–48. doi:10.1053/bbmt.2001.v7.pm11215698
   PubMed Web of Science ®Google Scholar
• Lee-Won, R. J., Abo, M. M., Na, K., & White, T. N. (2016). More than numbers: Effects of social media virality metrics on intention to help unknown others in the context of bone marrow donation. Cyberpsychology, Behavior and Social Networking, 19(6), 404–411. doi:10.1089/cyber.2016.0080
   PubMed Web of Science ®Google Scholar
• Lindsey, L. L. M. (2005). Anticipated guilt as behavioral motivation: An examination of appeals to help unknown others through bone marrow donation. Human Communication Research, 31(4), 453–481. doi:10.1093/hcr/31.4.453
   Web of Science ®Google Scholar
• National Marrow Donor Program (2020, January). Transplant basics. Retrieved from: https://bethematch.org/transplant-basics.
   Google Scholar
• Norvilitis, J. M., & Riley, T. M. (2001). Exploring the motivations of bone marrow typing donors. Journal of Psychosocial Oncology, 19(1), 49–62. doi:10.1300/J077v19n01_04
   Web of Science ®Google Scholar
• Pappa, G. L., Cunha, T. O., Bicalho, P. V., Ribeiro, A., Couto Silva, A. P., Meira, W., Jr, & Beleigoli, A. M. R. (2017). Factors associated with weight change in online weight management communities: A case study in the LoseIt Reddit Community. Journal of Medical Internet Research, 19(1), e17. doi:10.2196/jmir.5816
   PubMed Web of Science ®Google Scholar
• Park, A., Conway, M., & Chen, A. T. (2018). Examining thematic similarity, difference, and membership in three online mental health communities from Reddit: A text mining and visualization approach. Computers in Human Behavior, 78, 98–112. doi:10.1016/j.chb.2017.09.001
   PubMed Web of Science ®Google Scholar
• Perrin, A., & Anderson, M. (2019). Social media use in 2019. Pew Research Center. Retrieved from: https://www.pewresearch.org/fact-tank/2019/04/10/share-of-u-s-adults-using-social-media-including-facebook-is-mostly-unchanged-since–2018/
   Google Scholar
• Pilkington, P. D., & Rominov, H. (2017). Fathers’ worries during pregnancy: A qualitative content analysis of reddit. The Journal of Perinatal Education, 26(4), 208–218. doi:10.1891/1058-1243.26.4.208
   PubMed Web of Science ®Google Scholar
• Record, R. A., Silberman, W. R., Santiago, J. E., & Ham, T. (2018). I sought it, I Reddit: Examining health information engagement behaviors among Reddit users. Journal of Health Communication, 23(5), 470–476. doi:10.1080/10810730.2018.1465493
   PubMed Web of Science ®Google Scholar
• Reddit. (2020, January). Reddit by the numbers. Retrieved from: redditinc.com.
   Google Scholar
• Rivera, I. (2019). Package ‘RedditExtractoR’. Retrieved from: https://cran.r-project.org/web/packages/RedditExtractoR/RedditExtractoR.pdf
   Google Scholar
• Sanders-Jackson, A., Brown, C. G., & Prochaska, J. J. (2015). Applying linguistic methods to understanding smoking-related conversations on Twitter: Table 1. Tobacco Control, 24(2), 136–138. doi:10.1136/tobaccocontrol-2013-051243
   PubMed Web of Science ®Google Scholar
• Schwartz, S. H. (1970). Elicitation of moral obligation and self-sacrificing behavior: An experimental study of volunteering to be a bone marrow donor. Journal of Personality and Social Psychology, 15(4), 283–293. doi:10.1037/h0029614
   PubMed Web of Science ®Google Scholar
• Scott, W. A. (1955). Reliability of content analysis: The case of nominal scale coding. Public Opinion Quarterly, 19(3), 321–325. doi:10.1086/266577
   Web of Science ®Google Scholar
• Shaffer, V. A., Focella, E. S., Hathaway, A., Scherer, L. D., & Zikmund-Fisher, B. J. (2018). On the usefulness of narratives: An interdisciplinary review and theoretical model. Annals of Behavioral Medicine, 52(5), 429–442.
   PubMed Web of Science ®Google Scholar
• Shaffer, V. A., Owens, J., & Zikmund-Fisher, B. J. (2013). The effect of patient narratives on information search in a web-based breast cancer decision aid: An eye-tracking study. Journal of Medical Internet Research, 15(12), e273. doi:10.2196/jmir.2784
   PubMed Web of Science ®Google Scholar
• Simmons, R. G., Schimmel, M., & Butterworth, V. A. (1993). The self-image of unrelated bone marrow donors. Journal of Health and Social Behavior, 34(4), 285–301. doi:10.2307/2137368
   PubMed Web of Science ®Google Scholar
• Starbird, K., Dailey, D., Mohamed, O., Lee, G., & Spiro, E. S. (2018, April). Engage early, correct more: How journalists participate in false rumors online during crisis events. In Proceedings of the 2018 CHI conference on human factors in computing systems , Montreal, Québec, Canada (pp. 1–12).
   Google Scholar
• Stroncek, D. F., Holland, P. V., Bartch, G., Bixby, T., Simmons, R. G., Antin, J. H., & Hansen, J. A. (1993). Experiences of the first 493 unrelated marrow donors in the National Marrow Donor Program. Blood, 81(7), 1940–1946. doi:10.1182/blood.V81.7.1940.1940
   PubMed Web of Science ®Google Scholar
• Studts, J. L., Ruberg, J. L., McGuffin, S. A., & Roetzer, L. M. (2010). Decisions to register for the National Marrow Donor Program: Rational vs emotional appeals. Bone Marrow Transplantation, 45(3), 422–428. doi:10.1038/bmt.2009.174
   PubMed Web of Science ®Google Scholar
• Tasenţe, T. (2019). Social Media Communication in the European Administration. Case study: European Commission. Acta Universitatis Danubius. Communicatio, 13(2), 118–129.
   Google Scholar
• Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science, 185(4157), 1124–1131. doi:10.1126/science.185.4157.1124
   PubMed Web of Science ®Google Scholar
• Weisz, V., & Robbennolt, J. K. (1996). Risks and benefits of pediatric bone marrow donation: A critical need for research. Behavioral Sciences & the Law, 14(4), 375–391.
   PubMed Web of Science ®Google Scholar
• Ziebland, S. U. E., & Wyke, S. (2012). Health and illness in a connected world: How might sharing experiences on the internet affect people’s health? The Milbank Quarterly, 90(2), 219–249. doi:10.1111/j.1468-0009.2012.00662.x
   PubMed Web of Science ®Google Scholar