GluCoach - Technology-enabled Lifestyle Intervention Study

National University of Singapore260 enrolled

Overview

This study seeks to address two questions. Firstly, how might a suite of interventions and data feedback (activity, diet, mood\*, continuous blood glucose) through coaching be effective in influencing behaviour change for individuals at-risk of developing type 2 diabetes? Secondly, what elements of coaching might be extracted for automated implementation in a scalable coach-light model?

Face-to-face health coaching is a common lifestyle intervention for healthy individuals who are at risk of chronic diseases such as diabetes. However, it is highly resource-intensive and has limitations in scaling up to reach wider populations. Advances in technology present opportunities to scale health coaching to the wider population through automation, enabling the delivery of personalised messages for individuals via mobile applications. In addition, continuous glucose monitoring (CGM) devices could also potentially augment the effectiveness of health coaching by providing coaches with a tool for coachees' self-discovery of their individual physiological responses to lifestyles and modifications such as diet and exercise. As such, the present study seeks to leverage smart wearable devices (e.g., Bluetooth smartwatches) and CGM devices accompanying a customized mobile application to deliver lifestyle coaching interventions. This suite of lifestyle interventions, including feedback about their own blood glucose levels, aims to influence participant's lifestyles and behaviours through guided self-discovery and face-to-face coaching. This intervention will be compared with a control group to examine its effects on lifestyle change, anthropometric measures and biometric measures. In addition, the findings from this study will contribute to the development of a novel coach-light intervention that can be implemented at a wider population level via Singapore's Health Promotion Board's (HPB) existing programmes and channels.

Study Type

INTERVENTIONAL

Allocation

RANDOMIZED

Purpose

OTHER

Masking

NONE

Enrollment

260

Conditions

Pre-diabetes

Interventions

CGM lifestyle tracking and coachingDEVICE

Participants in the experimental group will go through a total of 5 lifestyle tracking sessions (including baseline), of which 1 will include CGM tracking. For this CGM lifestyle tracking session, experimental group participants will receive real-time feedback through the study applications, which will display the CGM trace. The data collected during the lifestyle tracking sessions will be discussed with the participants during 3 face-to-face coaching and 2 tele-coaching sessions, where the participants will develop and implement lifestyle change action plans.

Eligibility

Sex: ALLMin age: 21 YearsMax age: 55 YearsHealthy volunteers:

Medical Language ↔ Plain English

Inclusion Criteria: 1. Singaporean Citizens and Permanent Residents 2. Aged 21 to 55 3. Must be literate in English (i.e. able to read and communicate in English) because the primary mode of communication is English 4. Willing and able to use a smartphone 5. Must be at risk of developing Type 2 Diabetes, defined as: i) Glycated haemoglobin (HbA1c) - At least 5.7% to 6.5% OR Fasting blood glucose of 6.1 to 6.9mmol/L, AND ii) BMI of at least 20kg/m2 Exclusion Criteria: 1. Non-Singaporean Citizens and Permanent Residents 2. Under age 21 or above age 55 3. Ever diagnosed as Type 1 or Type 2 Diabetic (does not include previously diagnosed GDM) 4. Pregnant or planning to be pregnant in the next 6 months or lactating 5. History of skin allergies 6. Taking medications that are known to alter blood sugar levels/ glucose tolerance e.g. glucocorticoids g) History of mental illness/conditions h) Work requirement that does not allow the carrying of electronic devices (e.g., phone and smartwatch) i) Frequent overseas travelling (e.g., more frequently than once a month, daily or weekly commuting across borders etc.)

Locations (1)

Saw Swee Hock School of Public Health, National University of Singapore

Singapore, Singapore

RECRUITING

Outcomes

Primary Outcomes

Behaviour, self-efficacy and attitudes

Change in behaviour, self-efficacy and attitudes towards diet and exercise from baseline to 3rd month