scholarly journals Women’s Usage Behavior and Perceived Usefulness with Using a Mobile Health Application for Gestational Diabetes Mellitus: Mixed-Methods Study

2021 ◽  
Vol 18 (12) ◽  
pp. 6670
Author(s):  
Shilpa Surendran ◽  
Chang Siang Lim ◽  
Gerald Choon Huat Koh ◽  
Tong Wei Yew ◽  
E Shyong Tai ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Mixed Methods ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Mobile Health ◽  
Quantitative Data ◽  
Perceived Usefulness ◽  
Mixed Methods Study ◽  
Self Awareness ◽  
Usage Behavior

The prevalence of gestational diabetes mellitus (GDM) is increasing, and only a few mobile health (mHealth) applications are specifically designed to manage GDM. In this mixed-methods study, a follow-up study of a randomized controlled trial (RCT) analyzed a largely automated mHealth application-based lifestyle coaching program to (a) measure the application’s usage behavior and (b) explore users’ perceptions of its usefulness in GDM management. Quantitative data were collected from the 170 application users who had participated in the intervention arm of the RCT. Semi-structured interviews (n = 14) captured users’ experiences when using the application. Data were collected from June 2019 to January 2020. Quantitative data were analyzed descriptively, and interviews were analyzed thematically. Only 57/170 users (34%) logged at least one meal, and only 35 meals on average were logged for eight weeks because of the incorrectly worded food items and limited food database. On the contrary, an average of 1.85 (SD = 1.60) weight values were logged per week since the weight tracking component was easy to use. Many users (6/14 (43%)) mentioned that the automatic coach messages created an immediate sense of self-awareness in food choices and motivated behavior. The findings suggest that for GDM management, a largely automated mHealth application has the potential to promote self-awareness of healthy lifestyle choices, reducing the need for intensive human resources. Additionally, several gaps in the application’s design were identified which need to be addressed in future works.

Habits-GDM mobile application in managing gestational diabetes in Singapore: A mixed-methods study (Preprint)

2020 ◽  
Author(s):  
Shilpa Surendran ◽  
Chang Siang Lim ◽  
Gerald Choon Huat Koh ◽  
Tong Wei Yew ◽  
E Shyong Tai ◽  
...  
Keyword(s):  
Mixed Methods ◽  
Randomised Controlled Trial ◽  
Gestational Diabetes ◽  
Healthcare Professionals ◽  
Controlled Trial ◽  
Perceived Usefulness ◽  
Mixed Methods Study ◽  
Automatic Data ◽  
Glucose Testing ◽  
Randomised Controlled

BACKGROUND The prevalence of gestational diabetes mellitus (GDM) is increasing in Singapore and the cost of providing traditional care for GDM is high. Mobile health (mHealth) applications may act as useful tools in the management of GDM. OBJECTIVE The objective of this mixed-methods study was to measure the usage behaviour and explore users’ perceived usefulness of the Habits-GDM application when managing GDM in a randomised controlled trial. METHODS We conducted a quantitative analysis of the application usage behaviour in 170 Habits-GDM application users and 14 semi-structured interviews with users from a randomised controlled trial. RESULTS The convenience of automatic data transfer of weight values to the Habits-GDM application helped users (116/170, 68%) log their weight at least once a week. However, when the application had usability challenges, users avoided using that feature, i.e. users logged only an average of less than one meal/week out of the recommended six meals/week. Of the usability challenges, many users (12/14, 85.7%) mentioned food items not worded in the commonly known way and limited ethnic food database as the primary barriers. Only half of the users (84/170, 49.4%) accessed the educational lessons, but many (9/14, 64%) identified the provision of always available, valuable health-related information as an advantage of the educational lessons. ‘Healthy eating’ and ‘Why exercise’ were the most (56/84, 66.67%) and least (38/84, 45.24%) frequently accessed educational lessons, respectively. Users (10/14, 71.4%) reported sending messages to the coach via the chat interface only when they faced logistic issues and 86.45% of all the coach messages were replies typed by the research coordinator in response to the logistics issues (i.e. a request for blood glucose testing strips and appointment confirmation) raised by the users. Healthcare professionals lack of access to the coach’s dashboard discouraged users from asking queries related to GDM via the e-coaching feature. CONCLUSIONS The findings suggest that mHealth application acts as a useful tool in managing GDM. Culturally sensitive mHealth applications with a provision for women to interact with healthcare professionals should be developed in cooperation with the users. CLINICALTRIAL Not applicable.

scholarly journals 639: Cost-effectiveness of a mobile health-supported lifestyle intervention for preventing gestational diabetes mellitus

2018 ◽  
Vol 218 (1) ◽  
pp. S380-S381
Author(s):  
Elizabeth J. O'Sullivan ◽  
Maria A. Kennelly ◽  
Slawa Rokicki ◽  
Kate Ainscough ◽  
Fionnuala M. McAuliffe
Keyword(s):  
Diabetes Mellitus ◽  
Cost Effectiveness ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Lifestyle Intervention ◽  
Mobile Health
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