Integrating a Stepped Care Model of Screening and Treatment for Depression Into Malawi's National HIV Care Delivery Platform
IC3D
1 other identifier
interventional
487
1 country
1
Brief Summary
Malawi is a low-income country in sub-Saharan Africa that has limited resources to address a significant burden of disease-including HIV/AIDS. Additionally, depression is a leading cause of disability in the country but largely remains undiagnosed and untreated. Lack of cost-effective, scalable solutions is a fundamental barrier to expanding depression treatment. Against this backdrop, one major success has been the scale-up of a network of more than 700 HIV clinics, with over half a million patients enrolled in ART. As a chronic care system with dedicated human resources and infrastructure, this presents a strategic platform for integrating depression care, and responds to a robust evidence base outlining the bi-directionality of depression and HIV outcomes. The investigators will evaluate a stepped model of depression care that combines group-based Problem Management Plus (group PM+) with antidepressant therapy (ADT) for 420 adults with moderate/severe depression in Neno District, Malawi, as measured by the Patient Health Questionnaire-9 (PHQ-9). Rollout will follow a stepped-wedge cluster randomized design in which 14 health facilities are randomized to implement the model in five steps over a 15-month period. Primary outcomes (depression symptoms, functional impairment, and overall health) and secondary outcomes (e.g. HIV: viral load, ART adherence; diabetes: A1C levels, treatment adherence; hypertension: systolic blood pressure, treatment adherence) will be measured every three months through 12-month follow-up. The investigators will also evaluate the model's cost-effectiveness, quantified as an incremental cost-effectiveness ratio (ICER) compared to baseline chronic care services in the absence of the intervention model. This study will conduct a stepped-wedge cluster randomized trial to compare the effects of an evidence-based depression care model versus usual care on depression symptom remediation as well as physical health outcomes for chronic care conditions. The investigators will also look at the indirect effects of the intervention at the household level. The investigators' hypothesis is that the intervention will be effective at reducing depression symptoms, improving physical health, and improving household members' wellbeing, compare to treatment as usual. The investigators also hypothesize that the intervention will be highly cost-effective, meaning that the cost per QALY gained will be less than Malawi's median GDP per capita. If determined to be effective and cost-effective, this study will provide a model for integrating depression care into HIV clinics in additional districts of Malawi and other low-resource settings with high HIV prevalence.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for phase_4
Started Sep 2021
Longer than P75 for phase_4
1 active site
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
February 23, 2021
CompletedFirst Posted
Study publicly available on registry
March 2, 2021
CompletedStudy Start
First participant enrolled
September 1, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 30, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
June 30, 2025
CompletedApril 25, 2024
April 1, 2024
2.2 years
February 23, 2021
April 24, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (16)
Depression symptoms, 3 months
Depression symptoms will be measured with the Patient Health Questionnaire 9 (PHQ-9). This will be quantified as change in PHQ-9 score from baseline (pre-intervention) to 3-months (post-intervention).
3 months
Depression symptoms, 6 months
Depression symptoms will be measured with the Patient Health Questionnaire 9 (PHQ-9). This will be quantified as change in PHQ-9 score from baseline (pre-intervention) to 6-months (post-intervention).
6 months
Depression symptoms, 9 months
Depression symptoms will be measured with the Patient Health Questionnaire 9 (PHQ-9). This will be quantified as change in PHQ-9 score from baseline (pre-intervention) to 9-months (post-intervention).
9 months
Depression symptoms, 12 months
Depression symptoms will be measured with the Patient Health Questionnaire 9 (PHQ-9). This will be quantified as change in PHQ-9 score from baseline (pre-intervention) to 12-months (post-intervention).
12 months
Functional impairment, 3 months
Functional impairment will be measured with the World Health Organization (WHO) Disability Assessment Schedule (WHODAS). This will be quantified as change in WHODAS score from baseline (pre-intervention) to 3-months (post-intervention).
3 months
Functional impairment, 6 months
Functional impairment will be measured with the World Health Organization (WHO) Disability Assessment Schedule (WHODAS). This will be quantified as change in WHODAS score from baseline (pre-intervention) to 6-months (post-intervention).
6 months
Functional impairment, 9 months
Functional impairment will be measured with the World Health Organization (WHO) Disability Assessment Schedule (WHODAS). This will be quantified as change in WHODAS score from baseline (pre-intervention) to 9-months (post-intervention).
9 months
Functional impairment, 12 months
Functional impairment will be measured with the World Health Organization (WHO) Disability Assessment Schedule (WHODAS). This will be quantified as change in WHODAS score from baseline (pre-intervention) to 12-months (post-intervention).
12 months
Overall health profile, 3 months
A health profile will be generated for each individual using the EuroQol (EQ-5D-5L). This will be quantified as change in EQ-5D-5L score from baseline (pre-intervention) to 3-months (post-intervention).
3 months
Overall health profile, 6 months
A health profile will be generated for each individual using the EuroQol (EQ-5D-5L). This will be quantified as change in EQ-5D-5L score from baseline (pre-intervention) to 6-months (post-intervention).
6 months
Overall health profile, 9 months
A health profile will be generated for each individual using the EuroQol (EQ-5D-5L). This will be quantified as change in EQ-5D-5L score from baseline (pre-intervention) to 9-months (post-intervention).
9 months
Overall health profile, 12 months
A health profile will be generated for each individual using the EuroQol (EQ-5D-5L). This will be quantified as change in EQ-5D-5L score from baseline (pre-intervention) to 12-months (post-intervention).
12 months
Depression prevalence, 3 months
Depression prevalence will be quantified as the change in proportion of individuals with moderate-to-severe depression (PHQ-9\>9) at each clinic from baseline (pre-intervention) to 3-months (post-intervention).
3 months
Depression prevalence, 6 months
Depression prevalence will be quantified as the change in proportion of individuals with moderate-to-severe depression (PHQ-9\>9) at each clinic from baseline (pre-intervention) to 6-months (post-intervention).
6 months
Depression prevalence, 9 months
Depression prevalence will be quantified as the change in proportion of individuals with moderate-to-severe depression (PHQ-9\>9) at each clinic from baseline (pre-intervention) to 9-months (post-intervention).
9 months
Depression prevalence, 12 months
Depression prevalence will be quantified as the change in proportion of individuals with moderate-to-severe depression (PHQ-9\>9) at each clinic from baseline (pre-intervention) to 12-months (post-intervention).
12 months
Secondary Outcomes (24)
ART Adherence, 3 months
3 months
ART Adherence, 6 months
6 months
ART Adherence, 9 months
9 months
ART Adherence, 12 months
12 months
Viral suppression among HIV+ patients, 3 months
3 months
- +19 more secondary outcomes
Other Outcomes (16)
Household member: burden of care
Pre-treatment (baseline) and 6-month follow-up
Household member: depression
Pre-treatment (baseline) and 6-month follow-up
Household member: functional impairment
Pre-treatment (baseline) and 6-month follow-up
- +13 more other outcomes
Study Arms (5)
Cluster 1 (First Cluster of Clinics Randomized to Receive Care)
EXPERIMENTALArm 1 represents a cluster of 2-3 clinics randomized to begin delivering the intervention at month 3 of the trial
Cluster 2 (Second Cluster of Clinics Randomized to Receive Care)
EXPERIMENTALArm 2 represents a cluster of 2-3 clinics randomized to begin delivering the intervention at month 6 of the trial
Cluster 3 (Third Cluster of Clinics Randomized to Receive Care)
EXPERIMENTALArm 3 represents a cluster of 2-3 clinics randomized to begin delivering the intervention at month 9 of the trial
Cluster 4 (Fourth Cluster of Clinics Randomized to Receive Care)
EXPERIMENTALArm 4 represents a cluster of 2-3 clinics randomized to begin delivering the intervention at month 12 of the trial
Cluster 5 (Fifth Cluster of Clinics Randomized to Receive Care)
EXPERIMENTALArm 5 represents a cluster of 2-3 clinics randomized to begin delivering the intervention at month 15 of the trial
Interventions
PM+ is a cognitive-behavioral intervention that trains recipients to improve their management of practical problems, and uses the term "problem management" rather than "problem solving" to emphasize that many problems encountered by individuals living in adverse circumstances may not be "solvable". The "plus" in PM+ underscores additional evidence-based behavioral strategies incorporated into the model, including: stress management strategies, behavioral activation, and social support strengthening. In total, PM+ comprises five sessions held once per week for 1.5. to 2.5 hours per session. The model has shown success in reducing depression symptoms in low-resource settings such as Nepal and Pakistan.4
Fluoxetine, a serotonin selective reuptake inhibitor (SSRI), and amitriptyline, a tricyclic antidepressant (TCA), are part of Malawi's national formulary. Neno District supply chain is supported by PIH, which reduces stock-outs relative to those observed in other Malawian settings. Fluoxetine is typically the first drug of choice because it is safer and better tolerated. Daily dose will commence at 20 mg of fluoxetine, or 25 mg of amitriptyline. At monthly follow-up visits, a dose increment or medication change may be considered based on measures of treatment response and side effects, using an Antidepressant Side Effect Checklist. This algorithm-based process will be repeated every other week until the patient is fully responding to treatment (PHQ-9 \< 5) for a period of three months. Dose escalations of more than one increment and medication changes will be reviewed with the doctor-in-charge. If on ADT at end of study, it will be sustained as part of usual care.
Eligibility Criteria
You may qualify if:
- Attendance at integrated chronic care centers (IC3) in Neno District, Malawi
- Adult, age 18 or older
You may not qualify if:
- Psychosis, or indication of other Axis I psychiatric illness
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- RANDlead
- National Institute of Mental Health (NIMH)collaborator
- Partners in Healthcollaborator
- Brigham and Women's Hospitalcollaborator
- Malawi Ministry of Healthcollaborator
- Blantyre College of Medicinecollaborator
- University of Birminghamcollaborator
Study Sites (1)
Partners In Health
Neno, Neno District, Malawi
Related Publications (12)
Udedi M. The prevalence of depression among patients and its detection by primary health care workers at Matawale Health Centre (Zomba). Malawi Med J. 2014 Jun;26(2):34-7.
PMID: 25157314BACKGROUNDWorld Economic Forum. The Global Economic Burden of Non-Communicable Diseases. World Economic Forum; Harvard School of Public Health; 2011.
BACKGROUNDPasschier RV, Abas MA, Ebuenyi ID, Pariante CM. Effectiveness of depression interventions for people living with HIV in Sub-Saharan Africa: A systematic review & meta-analysis of psychological & immunological outcomes. Brain Behav Immun. 2018 Oct;73:261-273. doi: 10.1016/j.bbi.2018.05.010. Epub 2018 May 13.
PMID: 29768184BACKGROUNDMcBain RK, Salhi C, Hann K, Kellie J, Kamara A, Salomon JA, Kim JJ, Betancourt TS. Improving outcomes for caregivers through treatment of young people affected by war: a randomized controlled trial in Sierra Leone. Bull World Health Organ. 2015 Dec 1;93(12):834-41. doi: 10.2471/BLT.14.139105. Epub 2015 Oct 16.
PMID: 26668435BACKGROUNDDawson KS, Bryant RA, Harper M, Kuowei Tay A, Rahman A, Schafer A, van Ommeren M. Problem Management Plus (PM+): a WHO transdiagnostic psychological intervention for common mental health problems. World Psychiatry. 2015 Oct;14(3):354-7. doi: 10.1002/wps.20255. No abstract available.
PMID: 26407793BACKGROUNDKroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001 Sep;16(9):606-13. doi: 10.1046/j.1525-1497.2001.016009606.x.
PMID: 11556941BACKGROUNDMwale O, Mpinga K, Rukundo T, Kamwiyo M, Kayira W, Matanje B, Munyaneza F, Ruderman T, Raviola G, Smith S, Okunogbe A, Kachimanga C, McBain RK. Cost analysis of integrating depression treatment into chronic care in Malawi: evidence from a cluster randomised controlled trial. BMJ Open. 2025 Oct 7;15(10):e095494. doi: 10.1136/bmjopen-2024-095494.
PMID: 41062145DERIVEDMwale O, Kasambala C, Houde A, Mpinga K, Kayira W, Harawa M, Kamwiyo M, Isaacs R, Nhlema B, Ruderman T, Liwimbi O, Udedi M, Kelly K, McBain RK. Patient perspectives on group problem management plus for adults with major depressive disorder in rural Malawi. Glob Health Action. 2025 Dec;18(1):2500785. doi: 10.1080/16549716.2025.2500785. Epub 2025 May 9.
PMID: 40340587DERIVEDMcBain RK, Mwale O, Mpinga K, Kamwiyo M, Kayira W, Ruderman T, Connolly E, Watson SI, Wroe EB, Munyaneza F, Dullie L, Raviola G, Smith SL, Kulisewa K, Udedi M, Patel V, Wagner GJ. Effectiveness, cost-effectiveness, and positive externalities of integrated chronic care for adults with major depressive disorder in Malawi (IC3D): a stepped-wedge, cluster-randomised, controlled trial. Lancet. 2024 Nov 9;404(10465):1823-1834. doi: 10.1016/S0140-6736(24)01809-9. Epub 2024 Oct 30.
PMID: 39488229DERIVEDMpinga K, Rukundo T, Mwale O, Kamwiyo M, Thengo L, Ruderman T, Matanje B, Munyaneza F, Connolly E, Kulisewa K, Udedi M, Kachimanga C, Dullie L, McBain R. Depressive disorder at the household level: prevalence and correlates of depressive symptoms among household members. Glob Health Action. 2023 Dec 31;16(1):2241808. doi: 10.1080/16549716.2023.2241808.
PMID: 37554074DERIVEDMpinga K, Lee SD, Mwale O, Kamwiyo M, Nyirongo R, Ruderman T, Connolly E, Kayira W, Munyaneza F, Matanje B, Kachimanga C, Zaniku HR, Kulisewa K, Udedi M, Wagner G, McBain R. Prevalence and correlates of internalized stigma among adults with HIV and major depressive disorder in rural Malawi. AIDS Care. 2023 Nov;35(11):1775-1785. doi: 10.1080/09540121.2023.2195609. Epub 2023 Mar 31.
PMID: 37001058DERIVEDMcBain RK, Mwale O, Ruderman T, Kayira W, Connolly E, Chalamanda M, Kachimanga C, Khongo BD, Wilson J, Wroe E, Raviola G, Smith S, Coleman S, Kelly K, Houde A, Tebeka MG, Watson S, Kulisewa K, Udedi M, Wagner G. Stepped care for depression at integrated chronic care centers (IC3) in Malawi: study protocol for a stepped-wedge cluster randomized controlled trial. Trials. 2021 Sep 16;22(1):630. doi: 10.1186/s13063-021-05601-1.
PMID: 34530894DERIVED
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- phase 4
- Allocation
- RANDOMIZED
- Masking
- DOUBLE
- Who Masked
- CARE PROVIDER, OUTCOMES ASSESSOR
- Masking Details
- Those who are screening and diagnosing depression will not be made aware of the randomization sequence. Likewise, those assessing outcomes will not be made aware of the randomization sequence.
- Purpose
- TREATMENT
- Intervention Model
- CROSSOVER
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
February 23, 2021
First Posted
March 2, 2021
Study Start
September 1, 2021
Primary Completion
November 30, 2023
Study Completion
June 30, 2025
Last Updated
April 25, 2024
Record last verified: 2024-04
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, ANALYTIC CODE
- Time Frame
- Data will become available in July 2025 and remain available at Harvard's DataVerse indefinitely.
- Access Criteria
- Access to data files on Harvard's DataVerse requires that researchers complete compliance and authorization forms.
De-identified participant data, a data dictionary, and accompanying analytic code will be made available on Harvard University's DataVerse at the conclusion of the trial. Participants will be made aware of this during the informed consent process and provide their consent.