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Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics 1/2016

01.12.2016 | Original Article

Unleashing the true potential of social networks: confirming infliximab medical trials through Facebook posts

verfasst von: Marco Roccetti, Catia Prandi, Paola Salomoni, Gustavo Marfia

Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics | Ausgabe 1/2016

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Abstract

Online medical information prosumerism is supported by search engines, web sites, forums and social networks, all tools which provide a timely browsing of the big data of medical information. Reliable medical ecosystems require an assessment of such data, to control its quality from both clinical and patient standpoints. In addition, independent of its scientific accuracy, the full gamut of human experiences and emotions which are shared online in connection to a disease may provide important insights to both communities. Such opportunity may prove of particular interest to chronic disease communities, as chronic patients are expected to devote most of their medical enquiries around the same health topics; nonetheless, the resources that are available online for chronic patients are far from being fully exploited, as well as the behaviors adopted by chronic patients while interacting with such information. This paper sheds light on how a growing community of chronic patients, Crohn’s disease patients, employ such tools. The contribution of this work is twofold, as it provides implications for both the computer and medical science communities. In fact, this work performs both an original in-depth and comprehensive analysis, as it concentrates on the online debate concerning the use of a specific drug, Infliximab, by Crohn’s disease patients, specifically: (1) utilizing data mining and statistical methodologies to quantitatively assess trends in user posts, and (2) resorting to ethnographic methods to further understand the problems and concerns of patients. Interestingly, the qualitative approach not only corroborates the quantitative one, but also provides novel perspectives for medical research, regarding how Infliximab is administered and perceived by patients.

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Literatur
Zurück zum Zitat Asteria CR, Ficari F, Bagnoli S, Milla M, Tonelli F (2006) Treatment of perianal fistulas in Crohn’s disease by local injection of antibody to TNF-\(\alpha\) accounts for a favourable clinical response in selected cases: a pilot study. Scand J Gastroenterol 41(9):1064–1072. doi:10.1080/00365520600609941 Asteria CR, Ficari F, Bagnoli S, Milla M, Tonelli F (2006) Treatment of perianal fistulas in Crohn’s disease by local injection of antibody to TNF-\(\alpha\) accounts for a favourable clinical response in selected cases: a pilot study. Scand J Gastroenterol 41(9):1064–1072. doi:10.​1080/​0036552060060994​1
Zurück zum Zitat Ford AC, Sandborn WJ, Khan KJ, Hanauer SB, Talley NJ, Moayyedi P (2011) Efficacy of biological therapies in inflammatory bowel disease: systematic review and meta-analysis. Am J Gastroenterol 106(4):644–59, quiz 660. doi:10.1038/ajg.2011.73 Ford AC, Sandborn WJ, Khan KJ, Hanauer SB, Talley NJ, Moayyedi P (2011) Efficacy of biological therapies in inflammatory bowel disease: systematic review and meta-analysis. Am J Gastroenterol 106(4):644–59, quiz 660. doi:10.​1038/​ajg.​2011.​73
Zurück zum Zitat Gisbert JP, Panés J (2009) Loss of response and requirement of infliximab dose intensification in Crohn’s disease: a review. Am J Gastroenterol 104(3):760–767. doi:10.1038/ajg.2008.88 CrossRef Gisbert JP, Panés J (2009) Loss of response and requirement of infliximab dose intensification in Crohn’s disease: a review. Am J Gastroenterol 104(3):760–767. doi:10.​1038/​ajg.​2008.​88 CrossRef
Zurück zum Zitat Greene JA, Choudhry NK, Kilabuk E, Shrank WH (2011) Online social networking by patients with diabetes: a qualitative evaluation of communication with Facebook. J General Int Med 26(3):287–292. doi:10.1007/s11606-010-1526-3 CrossRef Greene JA, Choudhry NK, Kilabuk E, Shrank WH (2011) Online social networking by patients with diabetes: a qualitative evaluation of communication with Facebook. J General Int Med 26(3):287–292. doi:10.​1007/​s11606-010-1526-3 CrossRef
Zurück zum Zitat Likert R (1932) A technique for the measurement of attitudes. Arch Psychol 22(140):55 Likert R (1932) A technique for the measurement of attitudes. Arch Psychol 22(140):55
Zurück zum Zitat Stellefson M, Chaney B, Barry AE, Chavarria E, Tennant B, Walsh-Childers K, Sriram PS, Zagora J (2013) Web 2.0 chronic disease self-management for older adults: a systematic review. J Med Internet Res 15(2):e35. doi:10.2196/jmir.2439 CrossRef Stellefson M, Chaney B, Barry AE, Chavarria E, Tennant B, Walsh-Childers K, Sriram PS, Zagora J (2013) Web 2.0 chronic disease self-management for older adults: a systematic review. J Med Internet Res 15(2):e35. doi:10.​2196/​jmir.​2439 CrossRef
Zurück zum Zitat van der Eijk M, Faber M (2013) Using online health communities to deliver patient-centered care to people with chronic conditions. J Med Internet Res 15(6):e115. doi:10.2196/jmir.2476 van der Eijk M, Faber M (2013) Using online health communities to deliver patient-centered care to people with chronic conditions. J Med Internet Res 15(6):e115. doi:10.​2196/​jmir.​2476
Metadaten
Titel
Unleashing the true potential of social networks: confirming infliximab medical trials through Facebook posts
verfasst von
Marco Roccetti
Catia Prandi
Paola Salomoni
Gustavo Marfia
Publikationsdatum
01.12.2016
Verlag
Springer Vienna
Erschienen in
Network Modeling Analysis in Health Informatics and Bioinformatics / Ausgabe 1/2016
Print ISSN: 2192-6662
Elektronische ISSN: 2192-6670
DOI
https://doi.org/10.1007/s13721-016-0122-9

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