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DiabetesDIAMANTENCT03490253

Diabetes and Depression Text Messaging Intervention

A study testing DIAMANTE Adaptive and DIAMANTE Static in people with Diabetes and Depression, run by University of California, San Francisco at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The main aim of the "Diabetes and Mental Health Adaptive Notification Tracking and Evaluation" trial (DIAMANTE) is to test a smartphone intervention that generates adaptive messaging, learning from daily patient data to personalize the timing and type of text-messages. We will compare the adaptive content to 1. Read more about this study

Who is it for?
Ages 18 to 75 yearsHealthy volunteers can take part
Conditions the study is for
Diabetes, Depression, Physical Activity
What is being tested?
DIAMANTE Adaptive and DIAMANTE Static
Could I receive a placebo?
No, everyone receives an active treatment
How many people
226 participants
Where
1 siteUnited States
Study dates
5 Feb 2020to 31 Dec 2022
Phase
Interventional
Are there results?
None posted in the registry

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 75 years
  • All sexes
  • Healthy volunteers accepted
  • Adult, Older adult

Who may be able to join

  • HbA1c (Hemoglobin A1c) > 7
  • PHQ-8 (Patient Health Questionnaire-8) > 5

Who cannot join

  • high levels of physical activity (>30 minutes of moderate to vigorous activity per day)
  • pregnancy
  • inability to exercise due to physical disability
  • serious mental illness
  • unable to read and write in English or Spanish
  • plans to leave the country for extended periods of time during the trial

Trial locations and contacts

1 site in 1 country.

United States1 site
  • Zuckerberg San Francisco General Hospital/University of California, San Francisco

    San Francisco, California, 94110

Other trials in United States

About this study

Official title: Improving Diabetes and Depression Self-management Via Adaptive Mobile Messaging

The main aim of the "Diabetes and Mental Health Adaptive Notification Tracking and Evaluation" trial (DIAMANTE) is to test a smartphone intervention that generates adaptive messaging, learning from daily patient data to personalize the timing and type of text-messages. We will compare the adaptive content to 1. a static messaging intervention with health management and educational messages and 2. a control condition that receives a weekly mood message. The primary outcomes for this aim will be improvements in physical activity at 6-month follow-up defined by daily step counts.

Read the detailed description

We utilized user-centered design (UCD) methods to iteratively develop the DIAMANTE content and text messaging system through three iterative phases of UCD with ten patients each (total n=30). The first phase consisted of 1.5-hour individual semi-structured interviews. Findings from phase 1 were used to inform content and information delivery decisions of the final intervention, including selecting the thematic message categories and the design. In the second phase, patients tested out an early prototype of the mobile application through usability testing. Patients tested the final DIAMANTE intervention including thematic message content and the application in the third, final UCD phase, in order to address any user-related issues prior to launching the randomized control trial.

In the DIAMANTE Randomized Controlled Trial, we aim to examine the effect of a smartphone app that uses reinforcement learning to predict the most effective messages for increasing physical activity. We will recruit 276 low-income minority patients with depression and diabetes within he San Francisco Health Network. We will compare this intervention to static messages with health management content, and a control group that only receives a weekly mood message.

Being tested
DIAMANTE Adaptive, DIAMANTE Static
Medical subject headings
Diabetes Mellitus, Depression, Motor Activity

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • DIAMANTE AdaptiveBehavioural

    Also called Adaptive Mobile Messaging

    In a three arm randomized controlled trial we will examine the effect of a text-messaging smartphone application to encourage physical activity in low-income ethnic minority patients with comorbid diabetes and depression. The adaptive intervention group receives messages chosen by a reinforcement learning algorithm.

  • DIAMANTE StaticBehavioural

    Also called Static Mobile Messaging

    The static intervention group receives health information text-messages, typical of existing text-messaging interventions for diabetes and depression.

Study groups in NCT03490253
Study groupRoleWhat they receive
Static MessagingActive comparatorWe will send patients a total of seven messages per week (one per day) at 10.00 am. For the physical health management messages we use messages from established topics in the Diabetes Prevention Program(23) content with the emphasis on physical activity and stress management. The final message, on the seventh day will ask patients to rate their mood on a scale from 1 to 9. Physical activity (step-count/day) will be passively monitored via the app on their smartphone.
Receives: Behavioral: DIAMANTE Static
Adaptive MessagingExperimentalPatients in the adaptive messaging arm will receive the daily messages of the static arm, and additionally receive daily messages within different categories of feedback and motivational messages that are chosen using a reinforcement learning (RL) algorithm. Physical activity (step-count/day) will be actively monitored via the app on their smartphone.
Receives: Behavioral: DIAMANTE Adaptive
Control ConditionNo interventionControl patients will only install the app on their phone and will not receive any feedback messages. They will receive one message a week, on a fixed day, asking them to assess their mood in the previous week on a scale of 1 to 9. The message will be sent daily at 10:00 am. Non-responders will receive reminders to submit their mood self-assessments in two hour intervals.

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Physical Activity

    Our primary outcome, change in daily step counts, will be passively collected by a mobile phone application during the time that patients remain in the intervention.

    Measured: 6 months

Secondary outcomes (2)
  1. Hemoglobin A1c

    We will derive HbA1c, the average plasma glucose over the previous eight to 12 weeks, recommended as a means to diagnose diabetes (20), from patients' electronic health records (EHR). We will use the most recent, available measurement from a maximum of 12 months before participating in the study. After 6 months, we will again assess the most recent HbA1c (pulling from patients EHR), ensuring that at least 3 months elapsed between baseline and follow-up HbA1c levels.

    Measured: 6 months

  2. Patient Health Questionnaire-8 (PHQ-8)

    We will compare the self-reported PHQ-8 from medical records at baseline, intervention completion, and at the 6 month follow-up.

    Measured: 6 months

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted6 Apr 2018
  2. Study start5 Feb 2020
  3. Primary completion31 Dec 2022
  4. Study completion31 Dec 2022

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Other
Allocation
Randomised
Intervention model
Parallel groups
Model description
This study is a randomized, controlled, one-center superiority trial with three-arm groups and a primary endpoint of increase in daily steps during a 6 month intervention by a smartphone app. Randomization will be performed as block randomization with a 1:1:1 allocation. Patients will be automatically randomized into groups trough our secure server during on-boarding of the app. Patients need to be informed of the nature and frequency of the messages they will be receiving and discuss this with investigators during the course of the study. Therefore, investigators and patients will not be blinded. We used the SPIRIT checklist when writing our report.
Masking
Single blind
Who is masked
Outcomes assessor
Enrolment
226 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT03490253
Sponsor's protocol ID
R01HS025429-02
Other IDs
R01HS025429-02
Acronym
DIAMANTE
Status last verified
Mar 2023
First submitted
27 Mar 2018
Last updated
3 Apr 2023
Results posted
No
Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
Yes: We will submit study-results for publication in peer reviewed journals and presentation at (inter)national meetings, taking into account relevant reporting guidelines (e.g. CONSORT(32)). We will attempt to publish all findings in open-access journals when possible, or in other journals with a concurrent uploading of the manuscript content into PubMed Central for public access. Curated technical appendices, statistical code, and anonymized data will become freely available from the corresponding authors upon request.

Publications

  • Aguilera A, Schueller SM, Leykin Y. Daily mood ratings via text message as a proxy for clinic based depression assessment. J Affect Disord. 2015 Apr 1;175:471-4. doi: 10.1016/j.jad.2015.01.033. Epub 2015 Jan 29.

    PubMed 25679202
  • Lyles CR, Ratanawongsa N, Bolen SD, Samal L. mHealth and Health Information Technology Tools for Diverse Patients with Diabetes. J Diabetes Res. 2017;2017:1704917. doi: 10.1155/2017/1704917. Epub 2017 Feb 23. No abstract available.

    PubMed 28326330
  • Nouri SS, Avila-Garcia P, Cemballi AG, Sarkar U, Aguilera A, Lyles CR. Assessing Mobile Phone Digital Literacy and Engagement in User-Centered Design in a Diverse, Safety-Net Population: Mixed Methods Study. JMIR Mhealth Uhealth. 2019 Aug 29;7(8):e14250. doi: 10.2196/14250.

    PubMed 31469083
  • Avila-Garcia P, Hernandez-Ramos R, Nouri SS, Cemballi A, Sarkar U, Lyles CR, Aguilera A. Engaging users in the design of an mHealth, text message-based intervention to increase physical activity at a safety-net health care system. JAMIA Open. 2019 Oct 11;2(4):489-497. doi: 10.1093/jamiaopen/ooz049. eCollection 2019 Dec.

    PubMed 32025646
  • Hernandez-Ramos R, Aguilera A, Garcia F, Miramontes-Gomez J, Pathak LE, Figueroa CA, Lyles CR. Conducting Internet-Based Visits for Onboarding Populations With Limited Digital Literacy to an mHealth Intervention: Development of a Patient-Centered Approach. JMIR Form Res. 2021 Apr 29;5(4):e25299. doi: 10.2196/25299.

    PubMed 33872184
  • Figueroa CA, Aguilera A, Chakraborty B, Modiri A, Aggarwal J, Deliu N, Sarkar U, Jay Williams J, Lyles CR. Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions. J Am Med Inform Assoc. 2021 Jun 12;28(6):1225-1234. doi: 10.1093/jamia/ocab001.

    PubMed 33657217
  • Aguilera A, Figueroa CA, Hernandez-Ramos R, Sarkar U, Cemballi A, Gomez-Pathak L, Miramontes J, Yom-Tov E, Chakraborty B, Yan X, Xu J, Modiri A, Aggarwal J, Jay Williams J, Lyles CR. mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study. BMJ Open. 2020 Aug 20;10(8):e034723. doi: 10.1136/bmjopen-2019-034723.

    PubMed 32819981
  • Figueroa CA, Deliu N, Chakraborty B, Modiri A, Xu J, Aggarwal J, Jay Williams J, Lyles C, Aguilera A. Daily Motivational Text Messages to Promote Physical Activity in University Students: Results From a Microrandomized Trial. Ann Behav Med. 2022 Feb 11;56(2):212-218. doi: 10.1093/abm/kaab028.

    PubMed 33871015
  • Leng L, Arevalo Avalos MR, Aguilera A, Lyles CR. The Impact of an Adaptive mHealth Intervention on Improving Patient-Provider Health Care Communication: Secondary Analysis of the DIAMANTE Trial. JMIR Mhealth Uhealth. 2025 Jul 17;13:e64296. doi: 10.2196/64296.

    PubMed 40674692
  • Aguilera A, Arevalo Avalos M, Xu J, Chakraborty B, Figueroa C, Garcia F, Rosales K, Hernandez-Ramos R, Karr C, Williams J, Ochoa-Frongia L, Sarkar U, Yom-Tov E, Lyles C. Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial. J Med Internet Res. 2024 Oct 8;26:e60834. doi: 10.2196/60834.

    PubMed 39378080

Questions about this trial

What is this clinical trial studying?

A study testing DIAMANTE Adaptive and DIAMANTE Static in people with Diabetes and Depression, run by University of California, San Francisco at 1 site in United States.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 2 inclusion and 6 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 3 Apr 2023. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Physical Activity (time frame: 6 months). It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT03490253, which also lists 10 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 3 Apr 2023.

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