Incorporating EMA and EMI Into CBT-I Using mHealth and Wearable Technologies

August 21, 2023 updated by: Fiona YY Ho, Chinese University of Hong Kong

Incorporating Ecological Momentary Assessment and Intervention Into Cognitive Behavioural Therapy for Insomnia Using mHealth and Wearable Technologies: A Pilot Randomised Controlled Trial

This study will be a randomised controlled trial to investigate an integrated platform that incorporates ecological momentary assessments/interventions (EMA/I) into cognitive behavioural therapy for insomnia (CBT-I) using mHealth and wearable technology. The intervention is a promising prospect to address current challenges in the context of sleep medicine to provide real-time and real-world intervention with accuracy, low cost, and easy accessibility.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Not yet recruiting

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Detailed Description

It will be a randomised, assessor-blind controlled trial embedding both outcome and process evaluation, of the EMA/I CBT-I in conjunction with wearable sensors. The outcome evaluation will examine the treatment effect of EMA/I CBT-I compared with care-as-usual (CAU), whilst process evaluation will enhance the understanding of the causal assumptions that underpin EMA/I CBT-I to inform policy and clinical practice. 60 eligible participants will be randomly assigned to the EMA/I CBT-I group and CAU in a 1:1 allocation ratio. The participants in the EMA/I CBT-I group will receive 6 weeks of smartphone-based EMA/I CBT-I supported by a therapist. The trained therapist will prescribe EMI, provide personalised sleep advice, and adjust the treatment by dynamically adapting real-time rest-activity assessments collected using EMA and wearable devices. Assessments will be managed by an independent assessor (a research assistant) who is blind to group allocation at baseline, week 7 (1 week after treatment), and week 18 (12 weeks after treatment). The proposed study will follow the recommendations of the Consolidated Standards of Reporting Trials (CONSORT) and will be registered on ClinicalTrials.gov to ensure compliance with study design and results reporting requirements. The treatment will be provided free of charge.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Interventional

Enrollment (Estimated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
90

Phase

Phase

The stage of a clinical trial studying a drug or biological product, based on definitions developed by the U.S. Food and Drug Administration (FDA). The phase is based on the study's objective, the number of participants, and other characteristics. There are five phases: Early Phase 1 (formerly listed as Phase 0), Phase 1, Phase 2, Phase 3, and Phase 4. Not Applicable is used to describe trials without FDA-defined phases, including trials of devices or behavioral interventions.
  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact

The name and contact information for the person who can answer enrollment questions for a clinical study. Each location where the study is being conducted may also have a specific contact, who may be better able to answer those questions.

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

  1. Hong Kong residents at least 18 years of age;
  2. able to read Chinese and type in Chinese or English;
  3. meet the DSM-5 diagnostic criteria of insomnia disorder (difficulty initiating and/or maintaining sleep or early morning awakening, alongside clinically significant daytime impairment) based on the Brief Insomnia Questionnaire (BIQ), a diagnostic tool validated by the team;
  4. have an Insomnia Severity Index (ISI) score of at least 10 indicating clinical-level insomnia;
  5. have adequate opportunity and circumstances for sleep to occur;
  6. have an Internet-enabled mobile device (iOS or Android operating system), and
  7. are willing to provide informed consent.

Exclusion Criteria:

To mimic real-world settings, a less stringent set of exclusion criteria will be adopted.

  1. A Beck Depression Inventory (BDI-II) Item 9 score of at least 2 indicating a current moderate suicidal risk that requires active crisis management (referral information to professional services will be provided to those with serious suicidal risk);
  2. involvement in CBT-I in the past 6 months;
  3. a history of severe mental illness (e.g., bipolar disorder, psychotic disorder);
  4. major medical or neurocognitive disorders or side effects of medication that contribute significantly to insomnia or make participation infeasible based on the team's clinical experience;
  5. other untreated sleep disorders, including narcolepsy, obstructive sleep apnoea (OSA), and restless leg syndrome (RLS)/periodic leg movement disorder (PLMD) based on the cut-off scores (≥7 on narcolepsy; ≥15 on OSA; ≥7 on RLS/PLMD) in SLEEP-50;
  6. taking over-the-counter medication or psychotropic drugs that target insomnia within 2 weeks prior to the baseline assessment; and
  7. shift work, pregnancy, family or other commitments that interfere with regular sleep-wake patterns.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Treatment
  • Allocation: Randomized
  • Interventional Model: Parallel Assignment
  • Masking: Double

Arms and Interventions

Participant Group / Arm

Participant Group / Arm

A group or subgroup of participants in a clinical trial that receives a specific intervention/treatment, or no intervention, according to the trial's protocol.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
No Intervention: Care as usual
Experimental: EMA/I CBT-I group
The participants allocated to the EMI/A CBT-I group will receive 6 weeks of smartphone-based CBT-I for approximately 1 hour per week. The EMA feature will capture the participant's momentary ratings of experiences to support therapeutic decision making. The trained therapist will prescribe EMI, provide personalised sleep advice, and adjust the treatment by dynamically adapting real-time rest-activity assessments collected using EMA and wearable devices. The participants will receive tailored moment-specific feedback from therapists when daytime symptoms are indicated. Therapists will also monitor the relationship between daytime symptoms (EMA app) and the sleep-wake pattern (wearables).
Behavioral: Ecological momentary assessments/interventions with cognitive behavioural therapy for insomnia (EMA/I CBT-I)
an integrated system based on an existing multicomponent cognitive behavioural therapy for insomnia (CBT-I) and EMA app
Active Comparator: Pure self-help CBT-I group
The participants in the pure self-help CBT-I group will receive 6 weeks of self-help CBT-I without EMA/I and therapist support. The CBT-I content will be identical to the content used in the EMI/A CBT-I group.
Behavioral: Self-help cognitive behavioural therapy for insomnia
An mobile app that delivers CBT-I content.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Changes in Insomnia Severity Index (ISI)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
ISI is a 7-item scale designed to evaluate perceived insomnia severity. Ratings on the 5- point Likert scale are obtained on the perceived severity of sleep-onset, sleep-maintenance, early morning awakening problems, satisfaction with current sleep pattern, interference with daily functioning, noticeable impairment attributed to the sleep problem, and level of distress caused by the sleep problem.
Baseline, Immediate post-treatment, 12-week follow up

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
Changes in the Pittsburgh Sleep Quality Index (PSQI-19)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
The PSQI-19 is a 19-item questionnaire used for measuring and identifying the quality of sleep. It provides a measure of global sleep quality, including sleep latency, sleep duration, habitual sleep efficiency and sleep disturbances.
Baseline, Immediate post-treatment, 12-week follow up
Changes in 7-Day Consensus Sleep Diary
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
The standardized sleep diary records sleep-onset latency (SOL; min), wake after sleep onset (WASO; min), total wake time (TWT; min), total sleep time (TST; min), time in bed (TIB; min), etc.
Baseline, Immediate post-treatment, 12-week follow up
Changes in Hospital Anxiety and Depression Scale (HADS)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
A 14-item self-rating scale that measures anxiety and depression in both hospital and community settings. It is divided into an Anxiety subscale (HADS-A) and a Depression subscale (HADS-D) both containing seven intermingled items. It is for screening purposes and is not meant to be a diagnostic tool. HADS scores of 8-10, 11-14, and 15-21 represent mild, moderate, and severe anxiety and depression separately.
Baseline, Immediate post-treatment, 12-week follow up
Changes in Dysfunctional Beliefs and Attitudes about Sleep Scale (DBAS)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
The DBAS is a 16-item questionnaire used to assess sleep-related cognitions.
Baseline, Immediate post-treatment, 12-week follow up
Changes in the Epworth Sleepiness Scale (ESS)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
The ESS is an 8-item scale designed to evaluate overall daytime sleepiness.
Baseline, Immediate post-treatment, 12-week follow up
Changes in Multidimensional Fatigue Inventory (MFI)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
A 20-item self-report instrument designed to measure fatigue. Ratings on a 5-point Likert scale are obtained on the dimensions of general fatigue, physical fatigue, mental fatigue, reduced motivation and reduced activity. Scores on each subscale range from 4 to 20, with higher scores indicating greater fatigue.
Baseline, Immediate post-treatment, 12-week follow up
Changes in Short Form (Six-Dimension) Health Survey (SF-6D)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
SF-6D is a preference-based single index measure of health. A six-digit number represents each SF-6D health state, each digit denotes the level of one of six SF-6D dimensions: physical functioning, role limitation, social functioning, bodily pain, mental health, and vitality. The SF-6D index, scored from 0.0 (worst health state) to 1.0 (best health state).
Baseline, Immediate post-treatment, 12-week follow up
Changes in Sheehan Disability Scale (SDS)
Time Frame: Baseline, Immediate post-treatment, 12-week follow up
SDS is a brief, 5-item self-report tool that assesses functional impairment in work/school, social life, and family life.
Baseline, Immediate post-treatment, 12-week follow up
Changes in Credibility-Expectancy Questionnaire (CEQ)
Time Frame: Baseline, Immediate post-treatment
The 6-item CEQ yielded ratings of treatment credibility, acceptability/satisfaction, and expectations for success.
Baseline, Immediate post-treatment
Changes in Insomnia Treatment Acceptability Scale (ITAS)
Time Frame: Baseline, Immediate post-treatment
The 8-item Insomnia Treatment Acceptability Scale (ITAS) may examine treatment acceptability. Respondents would score each item from 0 (not at all acceptable) to 4 (very acceptable) to rate if the rationale made sense, how acceptable the treatment was for them, suitability for their sleep problem, and expected effectiveness for their sleep problem.
Baseline, Immediate post-treatment

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Chinese University of Hong Kong

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
September 1, 2023

Primary Completion (Estimated)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
September 30, 2024

Study Completion (Estimated)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
December 31, 2024

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
August 9, 2023

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
August 16, 2023

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
August 22, 2023

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
August 23, 2023

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
August 21, 2023

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
August 1, 2023

More Information

Terms related to this study

Keywords

Additional Relevant MeSH Terms

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • PSY031

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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