technological-based personalized care intervention for supporting older people with diabetes mellitus

Conditions: Diabetes Mellitus

Summary: the objectives of this project are (1) to develop a new model of dm management using non-invasive healthcare technology for continuous glucose monitoring; (2) to use health apps to give timely personalized care intervention for enhancing compliance rate of dm self-management; \& (3) to compare the dm management using non-invasive healthcare technology to traditional invasive blood glucose monitoring method. the proposed study will adopt a rct with two treatment arms to clarify the effects of non-invasive blood glucose device on blood glucose monitoring. the two arms will be the non-invasive blood glucose monitoring (arm 1) and traditional self-monitoring (arm 2) as a control. a block randomisation and a single-blind design will be used. the inclusion criteria are (1) aged ≥ 60 years old; (2) patients diagnosed with type ii dm; (3) patients experienced hypo (histix \< 4.0 mmol/l) or hyperglycemia (histix ≥16.0 mmol/l); \& (iv) the abbreviated mental test (amt) ≥ 6. participants fitting the inclusion criteria will be selected by convenience sampling. they will join a two-arm rct and will be allocated into the intervention or control group in a 1:1 ratio. the primary outcomes will be the point of care test (poct) of hba1c level and the secondary outcomes will be the fasting blood glucose, total cholesterol, blood pressure, basic anthropometric measurement, breath and blood ketone and diabetes self-care activities questionnaire. the outcome measurements will be recorded before the intervention (t0) and immediately after the 8-week intervention (t1). the required sample size would be 30 participants per group (with a ratio of 1:1) for testing the feasibility of the study.

research aim 1. this study will aim to develop a new model of dm management using non- invasive healthcare technology for continuous glucose monitoring. 2 to use health apps to give timely personalized care intervention for enhancing compliance rate of dm self-management. 3. to compare the dm management using non-invasive healthcare technology to traditional invasive blood glucose monitoring method. 4. to improve self-management skills, decrease hospital admissions, and save medical. our dm project integrates personalized care intervention with a non-invasive continuous glucose monitoring (cgm) device for diabetes patients. the use of mhealth (mobile health) ensures timely care without time or location constraints, while just-in-time adaptive intervention (jitai) provides instant, personalized support. the painless, non-invasive cgm device offers an alternative to traditional finger-prick methods, improving compliance with self-management. this approach is particularly beneficial for patients who struggle with conventional monitoring and aims to enhance both patient outcomes and healthcare efficiency, especially for older people at high risk of hypo- or hyperglycemia.

Eligibility criteria:
inclusion criteria: 1. aged ≥ 60 years old; 2. patients diagnosed with type ii dm without insulin injections; 3. patients experienced hypo (histix \< 4.0 mmol/l) or hyperglycemia (histix * 16.0 mmol/l); \& 2. the abbreviated mental test (amt) ≥ 6. exclusion criteria: 1. patient on dialysis; 2. taking ascorbic acid \> 500mg daily or (not recommended by manufacturer as result may be affected); 3. taking salicylic acid ≥ 650mg single dose or (not recommended by manufacturer as result may be affected); or 4. scheduled radiological therapy during cgm application (not recommended by manufacturer as result may be affected).

Keywords: non-invasive technology for continuous glucose monitoring diabetes mellitus self-management