- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT05142683
Effectiveness of an Integrated Care Pathway for Depression: Cluster Randomized Controlled Trial (CARIBOU-2)
Effectiveness of an Integrated Care Pathway for Adolescent Depression: A Quasi-experimental, Multi-site, Cluster Controlled Trial
Study Overview
Status
Conditions
Intervention / Treatment
Detailed Description
Background: Depression is the leading cause of disability in adolescents and a potent risk factor for suicide. Evidence-based treatments are available; however, many clinics do not provide guidelines-based treatments. Integrated Care Pathways (ICPs) are treatment algorithms based on the highest quality practice guidelines intended to facilitate the delivery of evidence-based treatment at the clinic level. Our group has already tested the feasibility of ICP for adolescent depression at an academic setting. There is still uncertainty regarding whether ICPs lead to improved outcomes in depression in adolescents in community settings relative to typical care.
Objective: The current study aim is to test the effectiveness of an ICP for depression in adolescence, called the CARIBOU-2 intervention, versus treatment-as-usual (TAU) in community settings. This study will also examine important implementation outcomes.
Method: The primary participants are adolescents (Up to N=150), between the ages of 13 to 18 with depressive symptoms, presenting to one of the participating sites. Through a quasi-experimental, multi-site cluster controlled clinical trial design, sites began in the TAU condition and transitioned to the ICP condition once local enrollment to TAU has reached up to 25 participants. The primary clinical outcome of interest is the difference between treatment groups in the rate of change of depressive symptoms from baseline to 24-week endpoint as measured by the Mood and Feelings Questionnaire. Secondary outcomes include rate of change of functional improvement, as measured by the Childhood Anxiety and Depression Life Interference Scale, and caregiver-rated internalizing symptoms as rated by the Childhood Behaviour Checklist. This study will also be examining the following implementation outcomes: feasibility, fidelity cost and acceptability. Implementation will also be assessed at three additional sites through a light-touch evaluation conducted several months after training and implementation of the pathway, focusing on clinicians' perspectives and experiences.
Statistical Analyses:
Descriptive data analysis will be first conducted to examine distribution of collected measures and evaluate whether there are significant differences across arms of assigned sites. Generalized linear mixed-effects model will be the primary analytic tool for evaluating whether the CARIBOU-2 intervention is more effective than TAU for adolescents with depression presenting to care with regards to improvement of depressive symptoms, self-reported functioning, caregiver-reported internalizing psychopathology, and suicidal ideation and behaviours. Time, treatment assignment and their interactions will serve as the primary predictors for the analyses. As an example, if we let Y_ijt to denote a continuous outcome of the j-th participant of the i-th site measured at time t, a linear model for Y_ijt will look like the following:
Y_ijt=β_0+〖b_(0,ij)+b_(1,i)+β〗_1 t+β_2 〖Group〗_(i,t)+β_3 Group_it*t+〖β_4 X_ijt+ϵ〗_ijt
of which 〖Group〗_(i,t) denotes the treatment assignment of the i-th site at time t, X_ijt, additional covariates, b_(0,ij) and b_(1,i), random effects at individual and site levels respectively, ϵ_( ijt), unexplained random error, and β's, regression coefficients. For sensitivity analyses, we will explore the use of the piecewise model to model the time trend differently. We will adopt the intention-to-treat approach in general and use multiple imputation methods as the primary missing data strategy. In our pilot study, we have collected ~85% of expected longitudinal data points on the MFQ (primary clinical outcome), adjusting for attrition. Sensitivity analysis will be conducted to evaluate the impact of non-random missing and robust regression method will be used instead when the impact is high. SAS 9.4 will be our go-to software package for this project.
Relevance: Should our results be consistent with our hypotheses, systematic implementation of the CARIBOU-2 intervention to other community mental health agencies and hospitals would be indicated.
Study Type
Enrollment (Estimated)
Phase
- Not Applicable
Contacts and Locations
Study Contact
- Name: Darren B Courtney, MD
- Phone Number: 30539 800-463-2338
- Email: dr.courtney.research@gmail.com
Study Contact Backup
- Name: Eva Gonzalez Villanueva, Research Coordinator, MPH, MSSW, RSW
- Phone Number: 30539 800-463-2338
- Email: eva.gonzalezvillanueva@camh.ca
Study Locations
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Ontario
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Toronto, Ontario, Canada
- Recruiting
- Centre for Addiction and Mental Health
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Contact:
- Katye Stevens, Research Operations Manager
- Phone Number: 34914 800-463-2338
- Email: Katye.Stevens@camh.ca
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Contact:
- Eva Gonzalez Villanueva, Research Coordinator, MPH, MSSW, RSW
- Phone Number: 34914 800-463-2338
- Email: eva.gonzalezvillanueva@camh.ca
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Principal Investigator:
- Darren B Courtney, MD
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Youth is aged 13 to 18 years, inclusive.
- Youth and/or their caregiver is expressing that 'depression" (or some synonym) is a concern.
- Clinician agrees that depressive symptoms are a treatment target.
- Mood and Feelings Questionnaire score is ≥22 at two sequential visits (screening and baseline assessment).
- Youth must be new to the site (in past 3 months) or have a period of no treatment for 3 months
Exclusion Criteria:
- Known or highly suspected presentations of psychotic symptoms that are persistent, affect functioning, and have observable effects on behaviour.
- Severe substance use disorder, bipolar disorder, autism spectrum disorder or intellectual disability, severe eating disorder, imminent risk of suicide requiring hospitalization as per judgment of the assessing clinician.
- Inability to provide informed consent to the study for any reason
- Youth currently in Day Treatment
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: Randomized
- Interventional Model: Sequential Assignment
- Masking: None (Open Label)
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
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Active Comparator: Treatment as Usual
Study involvement for all sites will begin in the TAU condition, which is the typical treatment at the participating community mental health agency.
A range of treatments observed in our previous survey of sites will be on offer in these agencies, depending on the preferences and context of the local agency.
In typical TAU in community mental health agencies, depressive symptoms and function are not systematically monitored via standardized rating scales.
TAU may or may not include referral to psychotherapy and/or parent support.
There are no prompts to prescribe specific medications, and/or internal and external referrals to treatment and other services, guided by local service standards.
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Various typical interventions for adolescents with depression.
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Experimental: CARIBOU-2
After the CARIBOU-1 pilot study, the Principal Investigator revised the ICP to render it more applicable to community settings as well as offer a second-line psychotherapy ("Brief Psychosocial Intervention") for youth who do not engage with, or respond to, cognitive-behavioural therapy.
The revised version is called the CARIBOU-2 intervention.
The current iteration of the pathway involves a series of steps: (1) structured assessment, including safety assessment; (2) education on depression, sleep, exercise, and diet; (3) psychotherapy (with 1st line Cognitive Behavioural Therapy, 2nd line "Brief Psychosocial Intervention"); (4) a caregiver structured support group; (5) medication options (1st line fluoxetine, 2nd line sertraline); (6) "team reviews" every four weeks, (meeting with the youth and involved clinicians to review measures and discuss treatment changes); and, (7) discharge and follow-up planning.
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Integrated Care Pathway intervention for adolescents with depression.
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What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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The Mood and Feelings Questionnaire (MFQ) child, long version
Time Frame: Change from baseline to 24 weeks
|
The MFQ is a 33-item self-report measure for youth regarding depressive symptoms experienced over the prior 2 weeks.
It was specifically recommended in the NICE guideline, given its strong psychometric properties; namely, it has high discriminatory ability in adolescents, good internal consistency (α=0.92-0.94)
and good test-retest reliability (Pearson's r=0.78).
It has also been used in a large trial of psychotherapy with adolescents where it was sensitive to change.
|
Change from baseline to 24 weeks
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Columbia Suicide Severity Rating Scale
Time Frame: Change from baseline to 24 weeks
|
This measure contains items related self-injurious thoughts and behaviours.
RAs rate 3 subscales: Suicidal Ideation Severity, Suicidal Behaviour (which includes suicide attempts and an item for non-suicidal self-injury that is recorded as distinct from suicidal behaviour), and Lethality.
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Change from baseline to 24 weeks
|
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Depression Rating Scale
Time Frame: Change from baseline to 24 weeks
|
This is an RA-rated 13-item subscale found in the Kiddie Schedule for Affective Disorders and Schizophrenia-Lifetime version used to assess for DSM-5 criteria of Major Depressive Disorder.
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Change from baseline to 24 weeks
|
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Youth Quality of Life Scale Research Version
Time Frame: Change from baseline to 24 weeks
|
This is a 41 item self-report scale measuring the broad array of constructs including sense of self-worth, quality of relationships, sense of agency and life satisfaction.
|
Change from baseline to 24 weeks
|
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Health and Social Service Utilization
Time Frame: Change from baseline to 24 weeks
|
This is a 10-item, self-report questionnaire that collects data regarding services and medications used by the patient.
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Change from baseline to 24 weeks
|
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Ontario Perception of Care Tool for Mental Health and Addictions
Time Frame: Change from baseline to 24 weeks
|
Two versions of this tool were developed by CAMH (one for registered patients and one for family members of clients) and typically consists of 38 items on a Likert scale.
It standardizes how substance use, mental health, and concurrent disorder services obtain client perception of care feedback.
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Change from baseline to 24 weeks
|
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Adolescent Alcohol and Drug Involvement Scale Grid
Time Frame: Change from baseline to 24 weeks
|
This scale is used for adolescent substance abuse frequency.
It includes both alcohol and other drug abuse.
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Change from baseline to 24 weeks
|
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Cognitive Behavioural Therapy Skills Questionnaire
Time Frame: Change from baseline to 24 weeks
|
This 16-item measure utilizing a Likert scale from 1 (I don't do this) to 5 (I always do this) assess an individual's cognitive restructuring and behavioral activation skills.
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Change from baseline to 24 weeks
|
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CollaboRATE
Time Frame: Change from baseline to 24 weeks
|
This is a 3 item measure on a 5-point Likert Scale that measures the level of shared decision making in the clinical encounter from the patient's perspective, as part of assessing health care quality and provider performance.
|
Change from baseline to 24 weeks
|
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Nonsuicidal Self-Injury
Time Frame: Change from baseline to 24 weeks
|
This measure comes from the Self-Injurious Thoughts and Behaviors Interview, which is a structured interview that assesses the presence, frequency, and characteristics of a wide range of self-injurious thoughts and behaviors, including suicidal ideation, suicide plans, suicide gestures, suicide attempts, and nonsuicidal self-injury (NSSI).
The NSSI section has been adapted for the purposes of the study.
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Change from baseline to 24 weeks
|
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The Child Behaviour Checklist (CBCL) - Parent Report Form
Time Frame: Baseline to 24-weeks
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A 118-item caregiver-rated measure assessing the youth's behaviour and general psychopathology.
It is a widely used measure with known population norms.
One-week test-retest reliability was found to be 0.80-0.94.
Internal consistency is reported to be high; inter-rater reliability (e.g., between two parents) was found to be moderate to high (reference needed).
All subscales will be used at baseline to describe general psychopathology.
The internalizing broadband scale of the CBCL (i.e.
anxious-depressed, depressed-withdrawn, and somatic subscales combined) will be measured longitudinally to get an impression of how the caregiver is observing any changes in mood or anxiety with treatment.
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Baseline to 24-weeks
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Clinical Global Impression Scale - both the Improvement Subscale (CGI-I) and Severity Subscale (CGI-S)
Time Frame: Baseline to 24-weeks
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The CGI-I is a one-item assessment of the clinician's sense of change in a patient's symptom burden and overall functioning.
Seven response options are available with scores ranging from 1 through 7: "very much improved", "much improved", "a little improved", "no change", "a little worse", "much worse", and "very much worse".
In a previous study, the CGI-I has demonstrated good inter-rater reliability at identifying responders - defined as cases rated to be "very much improved" or "much improved" (Asarnow, Emslie, Clarke et al. 2009).
This measure is used broadly across RCTs for adolescent depression (Courtney et al, 2021) and will be used to select the clinical significance of our finding and render findings comparable to other studies.
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Baseline to 24-weeks
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Collaborators and Investigators
Investigators
- Principal Investigator: Darren B Courtney, MD, University of Toronto
Publications and helpful links
General Publications
- Curran GM, Bauer M, Mittman B, Pyne JM, Stetler C. Effectiveness-implementation hybrid designs: combining elements of clinical effectiveness and implementation research to enhance public health impact. Med Care. 2012 Mar;50(3):217-26. doi: 10.1097/MLR.0b013e3182408812.
- Bennett K, Courtney D, Duda S, Henderson J, Szatmari P. An appraisal of the trustworthiness of practice guidelines for depression and anxiety in children and youth. Depress Anxiety. 2018 Jun;35(6):530-540. doi: 10.1002/da.22752. Epub 2018 Apr 26.
- Courtney D, Bennett K, Henderson J, Darnay K, Battaglia M, Strauss J, Watson P, Szatmari P. A Way through the woods: Development of an integrated care pathway for adolescents with depression. Early Interv Psychiatry. 2020 Aug;14(4):486-494. doi: 10.1111/eip.12918. Epub 2019 Dec 27.
- Courtney DB, Bennett K, Szatmari P. The Forest and the Trees: Evidence-Based Medicine in the Age of Information. J Am Acad Child Adolesc Psychiatry. 2019 Jan;58(1):8-15. doi: 10.1016/j.jaac.2018.06.035.
- Hytman L, Mansueto S, Chan JI, Kumar R, Nguyen ATP, Wang W, Krause KR, Monga S, Szatmari P, Courtney DB. Interrater Reliability and Measurement Error of the Children's Depression Rating Scale-Revised in Adolescents. JAACAP Open. 2025 Jun 20;3(4):1225-1235. doi: 10.1016/j.jaacop.2025.06.005. eCollection 2025 Dec.
- de Oliveira C, Mason J, Amani B, Liddell G, Szatmari P, Henderson J, Courtney D. Protocol for the economic evaluation of the Care for Adolescents who Received Information 'Bout Outcomes, 2nd iteration (CARIBOU-2) non-randomised, cluster-controlled trial of an integrated care pathway for depression in adolescents. BMJ Open. 2025 May 15;15(5):e092541. doi: 10.1136/bmjopen-2024-092541.
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Estimated)
Study Completion (Estimated)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
- 019/2021
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
IPD Sharing Time Frame
IPD Sharing Access Criteria
IPD Sharing Supporting Information Type
- STUDY_PROTOCOL
- ANALYTIC_CODE
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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