Phone app with personalised tips for people with sleep and body clock problems
Tests a phone app giving timely sleep suggestions to people with sleep problems.
Key facts
- Who runs it
- Chinese University of Hong Kong
- Where
- Hong Kong1 site in 1 countryChoose a country to see its sites
- Trial code
- Registry title
- Optimisation and Evaluation of a Just-in-time Adaptive Intervention (JITAI) for Sleep and Circadian Problems (Phase I and II)
- Status
- Not yet recruiting
- People taking part
- 77 people, planned
- Started
- 1 Jan 2026
- Expected to end
- 28 Feb 2029
- Type of study
- Interventional
- Treatments tested
- Just-in-time adaptive intervention (JITAI) based on TranS-C (GoodShleep)
- Record updated
- 11 December 2025
Who can take part
AI summary
From the trial's eligibility criteria. Machine-read from the registry text on this page, so it can be wrong. The registry text below and the trial team decide who can take part.
The trial is looking for adults in Hong Kong who have had sleep or body-clock problems for 3 months. They use a smartphone app called GoodShleep for 8 weeks.
- Age
- 18 to 65 years
- Sex
- All sexes
- Disease stage
- At least 1 sleep or body-clock problem for 3 months. Examples: needing ≥30 minutes to fall asleep, or being awake ≥30 minutes after falling asleep, on ≥3 nights per week. Others: <6-hour or ≥9-hour sleep on ≥3 nights per week, sleep times varying ≥2.78 hours within a week, or falling asleep after 2:00 AM on ≥3 nights per week. One or more PROMIS-Sleep Disturbance item scores of ≥4 after reverse scoring. People must have the chance and conditions to sleep.
- Earlier treatment
- People who had any psychological treatment for sleep problems in the past 6 months cannot join.
Main reasons for not taking part
- Serious untreated mental illness, such as bipolar disorder or psychotic disorder
- Medical or memory and thinking problems, or drug side effects, that strongly cause the sleep problems or make taking part hard
- Night shift work (>2 nights per week) in the past 3 weeks
- Pregnancy or breastfeeding
- A medical or mental health condition that could get worse with limited sleep time
The registry criteria, word for word
Show all 17 criteriaShow less
Who can take part
- Adults aged 18 to 65 years living in Hong Kong
- Chinese language fluency and literacy
- Experiencing ≥1 sleep or circadian problems for 3 months based on the Sleep and Circadian Problems Interview, an adapted version of the Insomnia Interview Schedule (i.e., time needed to fall asleep ≥30 minutes for ≥3 nights per week, wake after sleep onset ≥30 minutes for ≥3 nights per week, <6-hour sleep per night or ≥9-hour sleep per night per 24hour period for ≥3 nights per week, variability in the sleepweek schedule ≥2.78 hours within a week, and falling asleep after 2:00 AM on ≥3 nights per week)
- One or more PROMIS-Sleep Disturbance (PROMIS-SD) item scores ≥4 after reverse scoring
- Having adequate opportunity and circumstances for sleep to occur
- Installing the JITAI app in an Internet-enabled mobile device (iOS or Android operating system)
- Are willing to provide informed consent and comply with the trial protocol
Who cannot take part
- Medication use and changes will be recorded
- Self-report of a significant untreated severe mental illness (e.g., bipolar disorder, psychotic disorder)
- Presence of medical or cognitive disorder(s), or side effects of medication that contribute significantly to sleep or circadian problems or make participation challenging based on the team's clinical judgement
- Having a medical or psychiatric condition where sleep restriction is deemed unsuitable due to potential worsening of the condition; Other Criteria:
- Individuals who have sleep apnoea or periodic limb movement disorder commonly experience co-occurring insomnia will be included in the study due to the potential benefits they may derive from TranS-C
- To allow for greater generalisability, this study will not exclude those with mental disorders whose conditions are stable based on the research team's judgement
- Involving in any psychological treatment for sleep disturbances in the past 6 months
- Working night shift (>2 nights per week) in the past 3 weeks (i.e., regularly scheduled work from 12AM to 6AM)
- Pregnancy or breastfeeding
- If serious suicidal risk (i.e., Patient Health Questionnaire Item 9 score >2) is identified, the participant will be referred to the PA (a clinical psychologist) for further assessment and professional mental health services, if needed
Check if you might fit
Answer for yourself. This is not a decision: only the study team can say whether you can take part.
- Are you between 18 and 65 years old?
This trial has no sites in United States.
It has sites in one country. Choose a country to see its sites.
About the trial
What the trial wants to find out
The JITAI approach holds considerable promise for addressing current challenges in mHealth, including the limitations in supporting real-time monitoring, timely intervention, and poor adherence. However, research on JITAIs in the field of behavioural sleep medicine is still in its infancy. Leveraging existing pilot data, this project will entail a micro-randomised trial (MRT) designed to optimise the JITAI components and a randomised controlled trial (RCT) to examine the efficacy of the optimised JITAI on sleep and circadian functions. Specifically, research has indicated that contextually tailored suggestions are more effective in promoting health behaviors compared to generic messages. This study will include personalised, in-the-moment actionable suggestions based on the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) to evaluate their efficacy in contrast to generic messages and no notifications.
Read full original descriptionShow less
The proposed project will have three phases. Phase I will be the technological advancement of the JITAI app, GoodShleep. Based on research findings, additional intervention engagement strategies will be added to improve adherence, including personalisation (i.e., personalised feedback and intervention content), gamification (i.e., goal setting and rewards for a completed mission), and reminders (i.e., push notifications). The refined app will be beta-tested by the research team and five individuals experiencing sleep or circadian problems to ensure the app's functionality and usability. Issues that may arise during Phase I will be resolved prior to commencing Phase II.
Phase II will be an MRT aiming to optimise the advanced GoodShleep alongside wearable devices and ecological momentary assessment (EMA). A total of 77 participants with sleep or circadian problems will participate in the JITAI through the advanced GoodShleep, which will comprise (1) an 8-week, smartphone-based JITAI on TranS-C; (2) EMA prompted by push notifications to detect sleep-wake regularity and mood status; and (3) 24-hour real-time wearables assessing sleep and activity. Participants will be randomly assigned to receive contextually personalised suggestions, generic messages, and no notifications based on our micro-randomised algorithm.
Phase III will involve an RCT to evaluate the optimised JITAI app, GoodShleep + in both short- (immediately after intervention) and medium-term (12 weeks after intervention). Eighty participants with sleep and circadian problems will be randomised into the optimised JITAI (GoodShleep+) and the care-as-usual (CAU) group in a 1:1 allocation ratio. The JITAI (GoodShleep) will be adjusted and finalised based on the findings from Phase II to transform into the optimised JITAI (GoodShleep+). The GoodShleep+ group will receive an 8-week, smartphone-based GoodShleep+ based on TranS-C. The CAU group will not receive the GoodShleep+ but will have access to usual care based on their needs and preferences. The CAU group will receive GoodShleep+ after completing all the assessments. Major assessments will be conducted at baseline, immediate post-intervention and 12-week follow-up. Participants' sleep conditions will be evaluated using the brief consensus sleep diary and wearables. Activity levels will be measured using wearables at multiple time points. Mood status will be assessed using selected items from PANAS-SF. Participants' weekly sleep and circadian functions will be monitored using Patient-Reported Outcomes Measurement Information System (PROMIS) Sleep Disturbance (SD) and Sleep-Related Impairment (SRI). Other outcomes will include sleep quality, anxiety and depression symptoms, sleep-related cognitions, overall daytime sleepiness, fatigue, quality of life and functional impairment. Intervention acceptability and intervention adherence will also be assessed.
The current registration is only for Phase I and II of the current research project.
The group in the trial
- Just-in-time adaptive intervention (GoodShleep) groupTreatment being tested
Participants will be micro-randomised to the delivery of the behavioural components at each of the 4 decision points daily, with a 37.5% chance of being micro-randomised to contextually personalised suggestions, 37.5% to generic messages, and 25% to no notifications. The randomisation process will be independent to prior randomisations and the participants' responses to previously delivered intervention suggestions. 1. Context-based behavioural strategies based on TranS-C will be suggested through push notifications if specific decision rules are met at specific decision points. 2. Participants will receive non-personalised standard messages instead of personalised suggestions based on the TranS-C. These messages will be sent to acknowledge their sleep problems and provide general encouragement to consider taking action to improve their conditions. 3. This group will not receive specific notifications encouraging them to make changes.
Treatment: Just-in-time adaptive intervention (JITAI) based on TranS-C (GoodShleep)
Questions to ask the study team
- How often do I need to come in, and for how long each time?
- Are travel costs paid?
- Can I keep my own doctor?
- What happens if I want to stop?
Contact the study team: see the registry record → Contacts and Locations
Print a page for my doctorData and sources
- Registry record
- Listed on ClinicalTrials.gov.
- Official title
- Optimisation and Outcome Evaluation of a Just-in-time Adaptive Intervention (JITAI) for Sleep and Circadian Problems: A Micro-randomised Trial and a Randomised Controlled Trial
- Plain-language title
- Phone app with personalised tips for people with sleep and body clock problemsGenerated from the registry record. The registry title is the official one.
- AI summary
- From the trial's eligibility criteria. Read by machine on 14 November 2026.
- Fit questions
- Built from NCT07277062, who can take part
- Record updated
- 11 December 2025