NCT06451549

Brief Summary

Mental health concerns are a growing global concern, but support can still be difficult to access. Digital health technologies can help people access support, but with over 10,000 mental health apps available, it can be difficult to choose one that is safe, effective, and personalised. Syndi is a digital health platform that uses a machine learning system to provide personalised recommendations of mental health apps. This study aims to examine the impact of Syndi and its recommendations on the mental health and well-being of people with mental health concerns. The investigators will use the standard National Health Service (NHS) Talking Therapies measures of anxiety and depression, as well as additional measures of wellbeing and functional impairment to look at the impact of Syndi on patients' mental well-being. The investigators will also look at user experience with Syndi using a survey. Users' engagement with Syndi and its recommended apps will be assessed using a short survey and some participants will be randomly selected for an interview so the investigators can get a better understanding of what people liked and disliked about using the platform and why. The investigators expect that the project will show that using Syndi helps improve mental well-being in people with mental health concerns. If the study shows this positive impact, this will provide evidence to support the use of Syndi to improve the accessibility of mental health support in clinical pathways. The investigators will publish the results of the study in academic journals as well as in more accessible platforms.

Trial Health

30
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Timeline
Completed

Started Aug 2024

Shorter than P25 for not_applicable

Geographic Reach
1 country

4 active sites

Status
withdrawn

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

June 4, 2024

Completed
7 days until next milestone

First Posted

Study publicly available on registry

June 11, 2024

Completed
2 months until next milestone

Study Start

First participant enrolled

August 1, 2024

Completed
3 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

November 1, 2024

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

November 1, 2024

Completed
Last Updated

February 6, 2025

Status Verified

February 1, 2025

Enrollment Period

3 months

First QC Date

June 4, 2024

Last Update Submit

February 3, 2025

Conditions

Keywords

Digital HealthRecommender SystemMental HealthTelemedicine

Outcome Measures

Primary Outcomes (1)

  • Depression Severity

    Score on the Patient Health Questionnaire-9 (PHQ-9), total scores range from 0 to 27 (higher scores indicate more severe depression)

    2 weeks and 3 months post-baseline

Secondary Outcomes (7)

  • Anxiety Severity

    2 weeks and 3 months post-baseline

  • Mental Wellbeing

    2 weeks and 3 months post-baseline

  • Functional Impairment

    2 weeks and 3 months post-baseline

  • Engagement with recommended apps

    2 weeks post-baseline

  • User experience with the Syndi recommender system

    Immediately after app recommendations and at 2 weeks post-baseline

  • +2 more secondary outcomes

Study Arms (1)

Syndi recommender system for mental health apps

EXPERIMENTAL

Syndi is a recommender system for mental health apps, delivered via a website. It guides users through a clinically-validated self-assessment and uses a machine learning system to provide personalised recommendations of independently-rated mental health tools.

Device: Syndi recommender system for mental health apps

Interventions

Syndi is a mental health app recommendation system. It provides personalised suggestions of apps to help users self-manage their mental health based on a clinical assessment.

Syndi recommender system for mental health apps

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Based in the UK
  • Referred or self-referred to proceed through the standard NHS Talking Therapies care pathway OR people with mental health concerns looking for app recommendations online;
  • Willing and able to provide informed consent;
  • Aged 18 years or older;
  • Able to speak English;
  • Have access to the internet and own a smartphone.

You may not qualify if:

  • Patients with a PHQ-9 score \>=20
  • Patients with suicidal ideation measured as an answer of 'YES' to any question in the Columbia Suicide Severity Rating Scale (C-SSRS);
  • Incapable of self-consent;
  • In a dependent/unequal relationship with the research or care teams or any PPI representatives.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (4)

Pennine Care NHS Foundation Trust

Ashton-under-Lyne, Lancashire, OL6 7SR, United Kingdom

Location

Newcastle University

Newcastle upon Tyne, Tyne and Wear, NE1 7RU, United Kingdom

Location

Cornwall Partnership NHS Foundation Trust

Bodmin, PL31 2QN, United Kingdom

Location

Devon Partnership NHS Trust

Exeter, EX2 5AF, United Kingdom

Location

MeSH Terms

Conditions

DepressionAnxiety DisordersPsychological Well-Being

Condition Hierarchy (Ancestors)

Behavioral SymptomsBehaviorMental DisordersPersonal Satisfaction

Study Officials

  • Rohit Shankar, FRPsych

    University of Plymouth

    PRINCIPAL INVESTIGATOR
0

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NA
Masking
NONE
Masking Details
As this is a single arm study, all participants will receive the intervention and no masking is required.
Purpose
TREATMENT
Intervention Model
SINGLE GROUP
Model Details: All participants will be given access to Syndi immediately
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Professor of Digital Health and Clinical Artificial Intelligence

Study Record Dates

First Submitted

June 4, 2024

First Posted

June 11, 2024

Study Start

August 1, 2024

Primary Completion

November 1, 2024

Study Completion

November 1, 2024

Last Updated

February 6, 2025

Record last verified: 2025-02

Data Sharing

IPD Sharing
Will not share

Only the Academic CIs and their research staff will have access to research data.

Locations