ClinicalTrials.gg
Not yet recruitingNCT05118594ML_LMICUpdated Nov 18, 2021

Testing a Precision Psychotherapy System for Low-income Patients

An interventional study of Pre-treatment psychotherapy recommendations in Major Depressive Disorder, Dysthymic Disorder and Specific Phobia, sponsored by National Council of Scientific and Technical Research, Argentina. Not yet recruiting. Open to participants aged 18 Years to 65 Years. Per ClinicalTrials.gov, last updated 2021-11-18.

Sponsored by National Council of Scientific and Technical Research, Argentina · Not applicable, Interventional, and Treatment

Phase
Not applicable
Study type
Interventional
Enrollment
111
Allocation
Not applicable
Ages
18 Years to 65 Years
Sex
All
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Study summary

The purpose of this study is to evaluate the feasibility of an evidence-based system to recommend core interventions, before the beginning of treatment, to psychotherapists treating low-income patients with depressive or anxiety disorders.

Read the detailed description

After providing a written inform consent, potential patients will undergo a 2-weeks screening period to determine if they meet eligibility criteria. Baseline information (i.e., derived from semi-structured intake interviews and baseline clinical measures) from patients who meet eligibility criteria and consent to participate in the study, will be use to feed a machine learning algorithm, developed in a previous study, to perform individual predictions and determine which interventions (i.e., cognitive, behavioral, interpersonal, or patient-centered) will be recommended for the individual patient. This recommendation (i.e., about the most personally well-suited intervention for a given patient) will be provided to therapists before the beginning of treatment. Patients will be treated with 15 sessions of psychotherapy. The investigators will examine the extent to which therapists adhered to the recommended interventions as the primary outcome. The investigators will also examine patient symptomatic/functional improvement as a secondary outcome.

02

Conditions studied

  • Major Depressive Disorder
  • Dysthymic Disorder
  • Specific Phobia
  • Social Anxiety Disorder
  • Panic Disorder
  • Agoraphobia
  • Generalized Anxiety Disorder

Keywords

  • Depressive disorders
  • Anxiety disorders
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In context

Depressive Disorder, Major

3,041 studies on the registry are indexed under Depressive Disorder, Major; 588 are open to participants now.

This study's planned enrollment of 111 is above the median of 79 across 2,530 interventional studies indexed under Depressive Disorder, Major.

Browse Depressive Disorder, Major studies →

Lead sponsor

National Council of Scientific and Technical Research, Argentina is the lead sponsor of 18 studies on the registry; 4 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
18 Years to 65 Years
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Diagnoses of a depressive disorder (i.e., major depressive disorder or dysthymic disorder) or an anxiety disorder (i.e., specific phobia, social anxiety disorder, panic disorder, agoraphobia or generalized anxiety disorder) determined with the Mini-International Neuropsychiatric Interview (MINI)
  • A score of at least two (mild) in any the five items from the depression and anxiety domains of the Self-Rated Level 1 Cross-Cutting Symptom Measure-Adult
  • A total family income below the poverty index threshold, determined by a Licensed Social Worker
  • Aged 18 to 65
  • Fluency in Spanish language
  • Capacity to consent

Exclusion criteria

Exclusion Criteria:

  • Psychosis
  • Mania
  • Suicidal ideation with intent and/or plan
  • Substance abuse disorders
  • History of organic mental disease.
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

DSM diagnostic criteria

The American Psychiatric Association’s manual of mental health diagnoses. DSM-5 (2013, revised as DSM-5-TR in 2022) replaced DSM-IV, and some studies still name the older edition. “Meets DSM criteria for …” means diagnosed by that edition’s diagnostic criteria, usually by a clinician in an interview.

05

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
111 participants (estimated)

Study arms

  • Experimental
    Pre-treatment recommendations

    Therapists receive automatized feedback at the beginning of the treatments with recommendations regarding the most appropriate interventions to use with their patients based on a machine learning algorithm developed on a previous study.

    Behavioral: Pre-treatment psychotherapy recommendations

Interventions

  • BehavioralPre-treatment psychotherapy recommendations

    After patients complete an intake evaluation and prior to starting therapy, the assigned therapist will receive automatized feedback that consists of recommendations regarding the most suitable interventions (i.e., cognitive, behavioral, interpersonal or patient-centered) for each individual patients, based on patients' baseline characteristics and a machine learning algorithm developed in a previous study. Besides the interventions recommended, therapist will receive within the system guideline and tutorial videos showing how to deliver adequately the specific interventions recommended.

06

What researchers measure

Primary outcomes

  1. Change from Baseline in Depressive Severity on the Patient Health Questionnaire (PHQ-9) at Week 15

    The PHQ-9 is a validated 9-item self-reported measure of depression severity grounded on the diagnostic criteria from the Diagnostic and Statistical Manual of Mental Disorders-IV (DSM-IV), with higher scores representing greater severity. Items are rated on a four-point Likert scale ranging from 0 ("Not at all") to 3 ("Nearly every day"). Change= Estimated weekly change from Baseline to Week 15 from a multilevel growth curve model

    Time frame: Baseline and Week 15

  2. Change from Baseline in Anxiety Severity on the General Anxiety Disorder-7 (GAD-7) at Week 15

    The GAD-7 is a self-reported measure that evaluates the overall anxiety severity with seven items rated on a four-point Likert scale ranging from 0 ("Not at all) to 3 ("Nearly every day"). Greater scores represents higher severity. Change= Estimated weekly change on severity from Baseline to Week 15 from a multilevel growth curve model

    Time frame: Baseline and Week 15

  3. Change from Baseline in Overall Functioning on the World Health Organization Disability Assessment Schedule (WHODAS) at Week 15

    The WHODAS is a validated self-reported measure that evaluates overall functioning with 12 items rated on a five-point Likert scale ranging from 0 ("None") to 4 ("Extreme"). Greater scores represents higher disability. Change= Estimated weekly change on severity from Baseline to Week 15 from a multilevel growth curve model

    Time frame: Baseline and Week 15

  4. Average Adherence to the Recommended Interventions on the Multitheoretical List of Therapeutic Interventions (MULTI-30) Across Treatment

    The MULTI-30 is a validated and reliable measure to assessed the adherence to therapeutic interventions in a given session. Items are rated on a 5-point Likert scale ranging from 1 ("Not at all typical to the session") to 5 ("Very typical to the session"). For the project the investigators will test the following MULTI-30 subscales: Cognitive, Behavioral, Interpersonal, and Person-centered. In this study the investigators will use the therapist version of the MULTI-30. Average Adherence= Mean Score of the Recommended Interventions Across all the Sessions of the Treatment.

    Time frame: Week 1 and Week 15

Secondary outcomes

  1. Diagnostic Status at Week 15 in the Primary Diagnoses Identified at Baseline with the Mini-International Neuropsychiatric Interview

    The MINI is a brief structured diagnostic interview for psychiatric disorders developed based on the Diagnostic and Statistical Manual of Mental Disorders (DSM) and the International Classification of Diseases (ICD) diagnostic criteria. Several studies have positioned the MINI as a highly reliable and valid instrument for determine psychiatric disorders. Diagnostic Status= Determine if the primary diagnoses remain at Week 15

    Time frame: Baseline and Week 15

07

Study locations

No study locations are listed for this record.

08

References and documents

Publications

  • Solomonov N, McCarthy KS, Gorman BS, Barber JP. The Multitheoretical List of Therapeutic Interventions - 30 items (MULTI-30). Psychother Res. 2019 Jul;29(5):565-580. doi: 10.1080/10503307.2017.1422216. Epub 2018 Jan 16. PubMed 29336228 ↗
  • Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22-33;quiz 34-57. PubMed 9881538 ↗
  • Ustun TB, Chatterji S, Kostanjsek N, Rehm J, Kennedy C, Epping-Jordan J, Saxena S, von Korff M, Pull C; WHO/NIH Joint Project. Developing the World Health Organization Disability Assessment Schedule 2.0. Bull World Health Organ. 2010 Nov 1;88(11):815-23. doi: 10.2471/BLT.09.067231. Epub 2010 May 20. PubMed 21076562 ↗
  • Kroenke 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. PubMed 11556941 ↗
  • Spitzer RL, Kroenke K, Williams JB, Lowe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006 May 22;166(10):1092-7. doi: 10.1001/archinte.166.10.1092. PubMed 16717171 ↗

Individual participant data

Plan to share: Yes — We will share individual participant data (IPD) underlying the results of publications of the project, upon request. Furthermore, following the particular scientific journals' standards, we will share analytic code of published results.

Supporting information: Study protocol, Statistical analysis plan, Informed consent form, Analytic code

Time frame: Upon request, we will start sharing IPD 6 months after the publication of the main outcome paper in a peer-reviewed scientific journal. We will maintain our de-identified database indefinitely for potential future requests.

Access criteria: For meta-analyses or replications, we will share de-identified IPD, an associated data dictionary, and supporting information to scientific colleagues showing a track record of publications in psychotherapy research following ethical guidelines. We can also share IPD for secondary analyses, grounded on previously agreed collaborations and under a clear establishment of manuscript authorship arrangements. Requests should be send via email to the PI, Dr. Juan Martín Gómez Penedo (jmgomezpenedo@gmail.com). If the data usage details are unclear or questionable Dr. Gómez Penedo reserves the right to deny individual data share requests.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Nov 18, 2021, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT05118594
Lead sponsor
National Council of Scientific and Technical Research, Argentina
Responsible party
Juan Martin Gomez Penedo (Assistant Researcher, National Council of Scientific and Technical Research, Argentina) — Principal investigator
First posted
Nov 12, 2021
Start date
Feb 2026 (estimated)
Primary completion
Nov 2026 (estimated)
Completion
Nov 2026 (estimated)
Last update
Nov 18, 2021

Study contacts

Juan M Gomez Penedo, PhD
Contact
jmgomezpenedo@gmail.com
+5491165257053
Juan M Gomez Penedo, PhD
principal investigator · National Council of Scientific and Technical Research

Oversight

Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Nov 2021. You cannot join it, but the record below documents what was studied.

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