Abstract
Background and objective: Malfunctions or poor usability of devices measuring glucose or delivering insulin are reportable to the FDA. Manufacturers submit 99.9% of these reports. We test online social networks as a complementary source to traditional FDA reporting of device-related adverse events. Methods: Participatory surveillance of members of a non-profit online social network, TuDiabetes.org, from October 2011 to September 2012. Subjects were volunteers from a group within TuDiabetes, actively engaged online in participatory surveillance. They used the free TuAnalyze app, a privacy-preserving method to report detailed clinical information, available through the network. Network members were polled about fingerstick blood glucose monitors, continuous glucose monitors, and insulin delivery devices, including insulin pumps and insulin pens. Results: Of 549 participants, 75 reported device-related adverse events, nearly half (48.0%) requiring intervention from another person to manage the event. Only three (4.0%) of these were reported by participants to the FDA. All TuAnalyze reports contained outcome information compared with 22% of reports to the FDA. Hypoglycemia and hyperglycemia were experienced by 48.0% and 49.3% of participants, respectively. Discussion: Members of an online community readily engaged in participatory surveillance. While polling distributed online populations does not yield generalizable, denominator-based rates, this approach can characterize risk within online communities using a bidirectional communication channel that enables reachback and intervention. Conclusions: Engagement of distributed communities in social networks is a viable complementary approach to traditional public health surveillance for adverse events related to medical devices.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 687-691 |
| Number of pages | 5 |
| Journal | Journal of the American Medical Informatics Association |
| Volume | 21 |
| Issue number | 4 |
| DOIs | |
| State | Published - 2014 |
| Externally published | Yes |
Fingerprint
ASJC Scopus subject areas
- Health Informatics
Cite this
Participatory surveillance of diabetes device safety : A social media-based complement to traditional FDA reporting. / Mandl, Kenneth D.; McNabb, Marion; Marks, Norman; Weitzman, Elissa R.; Kelemen, Skyler; Eggleston, Emma M.; Quinn, Maryanne.
In: Journal of the American Medical Informatics Association, Vol. 21, No. 4, 2014, p. 687-691.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Participatory surveillance of diabetes device safety
T2 - A social media-based complement to traditional FDA reporting
AU - Mandl, Kenneth D.
AU - McNabb, Marion
AU - Marks, Norman
AU - Weitzman, Elissa R.
AU - Kelemen, Skyler
AU - Eggleston, Emma M.
AU - Quinn, Maryanne
PY - 2014
Y1 - 2014
N2 - Background and objective: Malfunctions or poor usability of devices measuring glucose or delivering insulin are reportable to the FDA. Manufacturers submit 99.9% of these reports. We test online social networks as a complementary source to traditional FDA reporting of device-related adverse events. Methods: Participatory surveillance of members of a non-profit online social network, TuDiabetes.org, from October 2011 to September 2012. Subjects were volunteers from a group within TuDiabetes, actively engaged online in participatory surveillance. They used the free TuAnalyze app, a privacy-preserving method to report detailed clinical information, available through the network. Network members were polled about fingerstick blood glucose monitors, continuous glucose monitors, and insulin delivery devices, including insulin pumps and insulin pens. Results: Of 549 participants, 75 reported device-related adverse events, nearly half (48.0%) requiring intervention from another person to manage the event. Only three (4.0%) of these were reported by participants to the FDA. All TuAnalyze reports contained outcome information compared with 22% of reports to the FDA. Hypoglycemia and hyperglycemia were experienced by 48.0% and 49.3% of participants, respectively. Discussion: Members of an online community readily engaged in participatory surveillance. While polling distributed online populations does not yield generalizable, denominator-based rates, this approach can characterize risk within online communities using a bidirectional communication channel that enables reachback and intervention. Conclusions: Engagement of distributed communities in social networks is a viable complementary approach to traditional public health surveillance for adverse events related to medical devices.
AB - Background and objective: Malfunctions or poor usability of devices measuring glucose or delivering insulin are reportable to the FDA. Manufacturers submit 99.9% of these reports. We test online social networks as a complementary source to traditional FDA reporting of device-related adverse events. Methods: Participatory surveillance of members of a non-profit online social network, TuDiabetes.org, from October 2011 to September 2012. Subjects were volunteers from a group within TuDiabetes, actively engaged online in participatory surveillance. They used the free TuAnalyze app, a privacy-preserving method to report detailed clinical information, available through the network. Network members were polled about fingerstick blood glucose monitors, continuous glucose monitors, and insulin delivery devices, including insulin pumps and insulin pens. Results: Of 549 participants, 75 reported device-related adverse events, nearly half (48.0%) requiring intervention from another person to manage the event. Only three (4.0%) of these were reported by participants to the FDA. All TuAnalyze reports contained outcome information compared with 22% of reports to the FDA. Hypoglycemia and hyperglycemia were experienced by 48.0% and 49.3% of participants, respectively. Discussion: Members of an online community readily engaged in participatory surveillance. While polling distributed online populations does not yield generalizable, denominator-based rates, this approach can characterize risk within online communities using a bidirectional communication channel that enables reachback and intervention. Conclusions: Engagement of distributed communities in social networks is a viable complementary approach to traditional public health surveillance for adverse events related to medical devices.
UR - http://www.scopus.com/inward/record.url?scp=84902381460&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84902381460&partnerID=8YFLogxK
U2 - 10.1136/amiajnl-2013-002127
DO - 10.1136/amiajnl-2013-002127
M3 - Article
C2 - 24355131
AN - SCOPUS:84902381460
VL - 21
SP - 687
EP - 691
JO - Journal of the American Medical Informatics Association : JAMIA
JF - Journal of the American Medical Informatics Association : JAMIA
SN - 1067-5027
IS - 4
ER -