Trial Outcomes & Findings for Clinical Investigation of Wysa (NCT NCT05533190)
NCT ID: NCT05533190
Last Updated: 2025-02-03
Results Overview
Score on the PHQ-9, total scores range from 0 to 27 (higher scores indicated more severe depression)
COMPLETED
NA
76 participants
3 months post-randomisation
2025-02-03
Participant Flow
Participant milestones
| Measure |
Wysa AI Chatbot Mental Health App
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Overall Study
STARTED
|
53
|
23
|
|
Overall Study
COMPLETED
|
30
|
16
|
|
Overall Study
NOT COMPLETED
|
23
|
7
|
Reasons for withdrawal
| Measure |
Wysa AI Chatbot Mental Health App
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Overall Study
Lost to Follow-up
|
19
|
7
|
|
Overall Study
Failed to download app
|
1
|
0
|
|
Overall Study
Thought app was a scam
|
1
|
0
|
|
Overall Study
Withdrawal by Subject
|
2
|
0
|
Baseline Characteristics
Clinical Investigation of Wysa
Baseline characteristics by cohort
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
Total
n=46 Participants
Total of all reporting groups
|
|---|---|---|---|
|
Age, Continuous
|
36.0 years
STANDARD_DEVIATION 14.4 • n=5 Participants
|
37.1 years
STANDARD_DEVIATION 15.8 • n=7 Participants
|
36.3 years
STANDARD_DEVIATION 14.7 • n=5 Participants
|
|
Sex/Gender, Customized
Female
|
18 Participants
n=5 Participants
|
11 Participants
n=7 Participants
|
29 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Male
|
10 Participants
n=5 Participants
|
4 Participants
n=7 Participants
|
14 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Transgender female
|
1 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
2 Participants
n=5 Participants
|
|
Sex/Gender, Customized
Declined to respond
|
1 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
1 Participants
n=5 Participants
|
|
Race/Ethnicity, Customized
Asian or Asian British
|
3 Participants
n=5 Participants
|
1 Participants
n=7 Participants
|
4 Participants
n=5 Participants
|
|
Race/Ethnicity, Customized
Not known
|
1 Participants
n=5 Participants
|
2 Participants
n=7 Participants
|
3 Participants
n=5 Participants
|
|
Race/Ethnicity, Customized
Other ethnic groups
|
4 Participants
n=5 Participants
|
5 Participants
n=7 Participants
|
9 Participants
n=5 Participants
|
|
Race/Ethnicity, Customized
White
|
21 Participants
n=5 Participants
|
8 Participants
n=7 Participants
|
29 Participants
n=5 Participants
|
|
Race/Ethnicity, Customized
Black or Black British
|
1 Participants
n=5 Participants
|
0 Participants
n=7 Participants
|
1 Participants
n=5 Participants
|
|
PHQ-9
|
11.9 units on a scale
STANDARD_DEVIATION 5.07 • n=5 Participants
|
11.0 units on a scale
STANDARD_DEVIATION 4.38 • n=7 Participants
|
11.6 units on a scale
STANDARD_DEVIATION 4.81 • n=5 Participants
|
|
GAD-7
|
11.3 units on a scale
STANDARD_DEVIATION 4.92 • n=5 Participants
|
11.9 units on a scale
STANDARD_DEVIATION 4.92 • n=7 Participants
|
11.5 units on a scale
STANDARD_DEVIATION 4.87 • n=5 Participants
|
PRIMARY outcome
Timeframe: 3 months post-randomisationScore on the PHQ-9, total scores range from 0 to 27 (higher scores indicated more severe depression)
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Depression Severity
|
9.28 units on a scale
Standard Deviation 6.56
|
8.41 units on a scale
Standard Deviation 3.82
|
SECONDARY outcome
Timeframe: 3 months post-randomisationScore on the GAD-7, total scores range from 0 to 21 (higher scores indicated more severe anxiety)
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Anxiety Severity
|
8.98 units on a scale
Standard Deviation 6.13
|
8.19 units on a scale
Standard Deviation 3.22
|
SECONDARY outcome
Timeframe: 3 months post-randomisationPopulation: Waitlist control group was not analysed for "Users triggered in-app escalation" or "App identified and flagged suicidal language" because these participants did not have access to the app
Planned to compare number of users identified by the app for escalation of care compared to the number of patients in the control group who access A\&E or out-of-hours services while waiting for treatment; this was not possible, data reported reflect risk events triggered by Wysa or the participant in-app
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Crisis Identification
Users triggered in-app escalation
|
4 participants
|
—
|
|
Crisis Identification
App identified and flagged suicidal language
|
1 participants
|
—
|
|
Crisis Identification
Self-reports to the service or crisis service reports (iaptus record)
|
0 participants
|
0 participants
|
SECONDARY outcome
Timeframe: 3 months post-randomisationPopulation: Participants randomly assigned to intervention group
Uptake rates of participants randomised into intervention group
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=53 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=23 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Uptake Rates
|
30 Participants
|
16 Participants
|
SECONDARY outcome
Timeframe: 3 months post-randomisationDropout rates of participants who are randomised into intervention group and start using the app
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=53 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=23 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Dropout Rates
|
23 Participants
|
7 Participants
|
SECONDARY outcome
Timeframe: 3-7 months post-randomisationPopulation: Participants assigned to Wysa group
Participant engagement with the app (whether it was used at all based on app usage data)
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Use of the App
Engaged with Wysa
|
18 Participants
|
—
|
|
Use of the App
Did not engage with Wysa
|
12 Participants
|
—
|
SECONDARY outcome
Timeframe: 3-7 months post randomisationPopulation: Participants in the Wysa group who completed semi-structured interviews - the numbers reported are counts of the number of participants who expressed a particular theme generated from the thematic analysis
Qualitative feedback from semi-structured interviews about engagement with the app
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=4 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Engagement
Minimal transfer of skills beyond app
|
4 participants
|
—
|
|
Engagement
Reminders helped prompt use but app was easy to ignore
|
4 participants
|
—
|
|
Engagement
Varying patterns of use for individuals
|
4 participants
|
—
|
|
Engagement
Decrease in use over time
|
2 participants
|
—
|
SECONDARY outcome
Timeframe: 3-7 months post randomisationPopulation: Participants in the Wysa group who completed semi-structured interviews - the numbers reported are counts of the number of participants who expressed a particular theme generated from the thematic analysis
Qualitative feedback from semi-structured interviews about the acceptability of the app
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=4 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Patient Perceptions of Acceptability
App did not meet all needs; not long-term solution or replacement for therapy
|
4 participants
|
—
|
|
Patient Perceptions of Acceptability
Easy to use but a bit overwhelming
|
4 participants
|
—
|
|
Patient Perceptions of Acceptability
Limited chatbot frustrated users
|
4 participants
|
—
|
|
Patient Perceptions of Acceptability
Range of resources were useful for users
|
4 participants
|
—
|
|
Patient Perceptions of Acceptability
Suggestions for improvement
|
3 participants
|
—
|
|
Patient Perceptions of Acceptability
Tone affected user connection with app
|
3 participants
|
—
|
|
Patient Perceptions of Acceptability
Tool was exciting and a relief because of accessible support and expected benefit
|
4 participants
|
—
|
|
Patient Perceptions of Acceptability
Trustworthiness shaped by source credibility and personal experience
|
4 participants
|
—
|
SECONDARY outcome
Timeframe: Measured at baseline and 3 months post-randomisationPopulation: Not all participants completed the follow-up assessment
5-level EQ-5D version (EQ-5D-5L) which measures health-related quality of life via 5 dimensions (mobility, self-care, usual activities, pain/discomfort and anxiety/depression) and a visual scale - total survey scores were calculated and can range from 5 to 125 (higher scores indicate more severe health problems). A single index was obtained by transforming the ordinal survey responses using the 'eq5d' package in R. Range: The EQ-5D index score typically ranges from -0.594 to 1 (depending on the country-specific value set used). Interpretation: 1.000 represents full health (the best possible outcome). 0.000 represents a health state equivalent to death (neutral point). Negative values (e.g., -0.594) indicate health states perceived as worse than death. Higher index values indicate better health outcomes, while lower values represent poorer health states. https://euroqol.org/wp-content/uploads/2023/11/EQ-5D-5LUserguide-23-07.pdf
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 Participants
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
General Health State
Baseline
|
0.681 units on a scale
Standard Deviation 0.163
|
0.607 units on a scale
Standard Deviation 0.235
|
|
General Health State
12 weeks
|
0.688 units on a scale
Standard Deviation 0.174
|
0.644 units on a scale
Standard Deviation 0.192
|
SECONDARY outcome
Timeframe: 3 months post-randomisationPopulation: Participants assigned to Wysa intervention group; data from some participants was missing if they did not use that feature.
Frequency and duration of app use
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=30 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Type of App Usage - Exercises Completed
|
7.11 Exercises completed
Standard Deviation 7.79
|
—
|
SECONDARY outcome
Timeframe: 3 months post-randomisationPopulation: Participants assigned to Wysa intervention group; data from some participants was missing if they did not use that feature.
Frequency and duration of app use
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=18 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Type of App Usage - Sessions Completed
|
24.3 Sessions completed
Standard Deviation 29.8
|
—
|
SECONDARY outcome
Timeframe: 3 months post-randomisationPopulation: Participants assigned to Wysa intervention group; data from some participants was missing if they did not use that feature.
Frequency and duration of app use
Outcome measures
| Measure |
Wysa AI Chatbot Mental Health App
n=18 Participants
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
Type of App Usage - Messages to Chatbot
|
227 Messages to chatbot
Standard Deviation 319
|
—
|
Adverse Events
Wysa AI Chatbot Mental Health App
Waitlist Control
Serious adverse events
Adverse event data not reported
Other adverse events
| Measure |
Wysa AI Chatbot Mental Health App
n=30 participants at risk
Wysa is a guided self-help and triaging tool delivered to patients via an app or widget. It uses Natural Language Processing to understand individuals' written inputs but not to generate responses. Wysa makes use of a wide range of clinically underpinned modules whilst gamification, clinical outcome measures and AI promotes engagement, improving efficacy and triage and reducing the cost of scale.
Wysa AI chatbot mental health app: Wysa is a guided self-help and triaging tool delivered to patients via an app. It includes a chatbot and makes use of a wide range of clinically underpinned modules to provide mental health support.
|
Waitlist Control
n=16 participants at risk
The intervention will be compared against a waitlist group. This comparator was selected to compare Wysa to the current standard of care for patients waiting for standard IAPT assessment and treatment.
|
|---|---|---|
|
General disorders
Suicidal language
|
3.3%
1/30 • 3 months post-randomisation
We have included risk events for the purpose of clarity; appropriate signposting was provided for all of the users with risk events.
|
0.00%
0/16 • 3 months post-randomisation
We have included risk events for the purpose of clarity; appropriate signposting was provided for all of the users with risk events.
|
|
General disorders
User-triggered escalation in app
|
13.3%
4/30 • 3 months post-randomisation
We have included risk events for the purpose of clarity; appropriate signposting was provided for all of the users with risk events.
|
0.00%
0/16 • 3 months post-randomisation
We have included risk events for the purpose of clarity; appropriate signposting was provided for all of the users with risk events.
|
Additional Information
Results disclosure agreements
- Principal investigator is a sponsor employee
- Publication restrictions are in place