Diabetes, CKS, CVD, Sleep disorder, High stress, Metabolic syndrome
Conditions
Interventions
Sponsors
Eligibility
Inclusion criteria
Inclusion criteria: Employees from small and midium-sized companies (ACT CHUSHOKU, Co. LTD., Miyoshi Kamotsu Express, FRESTA, Co., LTD., TSUBAME Travel Co., LTD) . (Applicable for all 3 programs) 1. Employees listed above who have consented to participate 2. Those who can participate for 3 months after consent 3. A person who has a device such as a smartphone, tablet terminal, personal computer, etc. that can receive feedback on transmitted data and alert messages Disease Management program: having diagnosis of diatetes, CKD, CVD Improvement of sleep and stress program: having sleep-disorders (self-reported), feeling high stress, depression Antiaging program: Metabolic symdrom, hypertension, Dyslipidemia, BMI > 25, smoker, excessive alcohol drinker, and other who are required to apply the behavior modification program
Exclusion criteria
Exclusion criteria: 1 Those who can not agree to participation 2 Those who have not been enrolled in the research site for more than one month after consenting 3. Person who has treatment and situation that should be prioritized over this program 4 Persons who are considered by the health management personnel of the company and/or researchers that there is a problem and it is difficult to continue the program
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| As it is an exploratory study, multiple evaluation items are set. 1. Engagement: Program participation agreement rate (at registration) and continuation rate (monthly, 3 months) 2. Behavior change degree (change stage: lifestyle: diet, exercise, smoking cessation, alcohol saving, self-monitoring, medication, regular hospital visit) 3. Implementation rate of self-monitoring (count of self-measurement count and number of feedback) 4. Physiological and behavioral indicators (calorie consumption, sleep, meal management, automatic meal time, pulse / heart rate, conversation volume, activity) Use only collected data items 5. Sleep improvement: Pittsburgh Sleep Quality Index (PSQI) 6. Operational Feasibility of Behavior Change Program Using IoT: Function of IoT and AI Application: Convenience, Satisfaction of Overall Application 7. Qualitative evaluation: Interveiws with management, health management staff, disease management company, association Kenpo, health management adviser) | — |
Secondary
| Measure | Time frame |
|---|---|
| The following data collected in epidemiological research (health management evaluation) will also be evaluated secondarily. -Physiological indicators: Advanced Glycation End Products (AGEs), blood pressure, body weight -Work engagement (UWES: Utrecht Work Engagement Scale) score -Presentism/absenteeism (WHO-HPQ, short version) score -Stress (work stress questionnaire (stress check) score -Health literacy scale-Degree of interest in one's own body: Likert scale (0 to 10) | — |
Countries
Japan
Contacts
Hiroshima University Graduate School of Biomedical and Health Sciences