Psychosocial Outcomes Among Users and Nonusers of Open-Source Automated Insulin Delivery Systems: Multinational Survey of Adults With Type 1 Diabetes
BackgroundEmerging research suggests that open-source automated insulin delivery (AID) may reduce diabetes burden and improve sleep quality and quality of life (QoL). However, the evidence is mostly qualitative or uses unvalidated, study-specific, single items. Validated person-reported outcome meas...
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JMIR Publications,
2023-12-01T00:00:00Z.
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001 | doaj_408e5e8b78d543c39d38a4a92fbf1ea1 | ||
042 | |a dc | ||
100 | 1 | 0 | |a Jasmine Schipp |e author |
700 | 1 | 0 | |a Christel Hendrieckx |e author |
700 | 1 | 0 | |a Katarina Braune |e author |
700 | 1 | 0 | |a Christine Knoll |e author |
700 | 1 | 0 | |a Shane O'Donnell |e author |
700 | 1 | 0 | |a Hanne Ballhausen |e author |
700 | 1 | 0 | |a Bryan Cleal |e author |
700 | 1 | 0 | |a Mandy Wäldchen |e author |
700 | 1 | 0 | |a Dana M Lewis |e author |
700 | 1 | 0 | |a Katarzyna A Gajewska |e author |
700 | 1 | 0 | |a Timothy C Skinner |e author |
700 | 1 | 0 | |a Jane Speight |e author |
245 | 0 | 0 | |a Psychosocial Outcomes Among Users and Nonusers of Open-Source Automated Insulin Delivery Systems: Multinational Survey of Adults With Type 1 Diabetes |
260 | |b JMIR Publications, |c 2023-12-01T00:00:00Z. | ||
500 | |a 1438-8871 | ||
500 | |a 10.2196/44002 | ||
520 | |a BackgroundEmerging research suggests that open-source automated insulin delivery (AID) may reduce diabetes burden and improve sleep quality and quality of life (QoL). However, the evidence is mostly qualitative or uses unvalidated, study-specific, single items. Validated person-reported outcome measures (PROMs) have demonstrated the benefits of other diabetes technologies. The relative lack of research investigating open-source AID using PROMs has been considered a missed opportunity. ObjectiveThis study aimed to examine the psychosocial outcomes of adults with type 1 diabetes using and not using open-source AID systems using a comprehensive set of validated PROMs in a real-world, multinational, cross-sectional study. MethodsAdults with type 1 diabetes completed 8 validated measures of general emotional well-being (5-item World Health Organization Well-Being Index), sleep quality (Pittsburgh Sleep Quality Index), diabetes-specific QoL (modified DAWN Impact of Diabetes Profile), diabetes-specific positive well-being (4-item subscale of the 28-item Well-Being Questionnaire), diabetes treatment satisfaction (Diabetes Treatment Satisfaction Questionnaire), diabetes distress (20-item Problem Areas in Diabetes scale), fear of hypoglycemia (short form of the Hypoglycemia Fear Survey II), and a measure of the impact of COVID-19 on QoL. Independent groups 2-tailed t tests and Mann-Whitney U tests compared PROM scores between adults with type 1 diabetes using and not using open-source AID. An analysis of covariance was used to adjust for potentially confounding variables, including all sociodemographic and clinical characteristics that differed by use of open-source AID. ResultsIn total, 592 participants were eligible (attempting at least 1 questionnaire), including 451 using open-source AID (mean age 43, SD 13 years; n=189, 41.9% women) and 141 nonusers (mean age 40, SD 13 years; n=90, 63.8% women). Adults using open-source AID reported significantly better general emotional well-being and subjective sleep quality, as well as better diabetes-specific QoL, positive well-being, and treatment satisfaction. They also reported significantly less diabetes distress, fear of hypoglycemia, and perceived less impact of the COVID-19 pandemic on their QoL. All were medium-to-large effects (Cohen d=0.5-1.5). The differences between groups remained significant after adjusting for sociodemographic and clinical characteristics. ConclusionsAdults with type 1 diabetes using open-source AID report significantly better psychosocial outcomes than those not using these systems, after adjusting for sociodemographic and clinical characteristics. Using validated, quantitative measures, this real-world study corroborates the beneficial psychosocial outcomes described previously in qualitative studies or using unvalidated study-specific items. | ||
546 | |a EN | ||
690 | |a Computer applications to medicine. Medical informatics | ||
690 | |a R858-859.7 | ||
690 | |a Public aspects of medicine | ||
690 | |a RA1-1270 | ||
655 | 7 | |a article |2 local | |
786 | 0 | |n Journal of Medical Internet Research, Vol 25, p e44002 (2023) | |
787 | 0 | |n https://www.jmir.org/2023/1/e44002 | |
787 | 0 | |n https://doaj.org/toc/1438-8871 | |
856 | 4 | 1 | |u https://doaj.org/article/408e5e8b78d543c39d38a4a92fbf1ea1 |z Connect to this object online. |