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Modeling Multi-level Dyadic Behavior to Transform the Science and Practice of Psychotherapy Process and Outcome.

Dyadic Behavior Informatics for Psychotherapy Process and Outcome

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT03594773
Acronym
DAPPeR
Enrollment
77
Registered
2018-07-20
Start date
2018-07-08
Completion date
2021-07-31
Last updated
2024-07-22

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Major Depressive Disorder

Brief summary

This is a short-term longitudinal study of psychotherapy process. Participants will be treated with 8 sessions of psychotherapy over the course of 8 to 12 weeks.

Detailed description

Enrolled participants were randomized to one of two psychotherapy conditions: 8 sessions of Brief Cognitive Behavior Therapy or Brief Interpersonal Psychotherapy (IPT) over a 12 week protocol. In response to the COVID-19 pandemic, we completed the study in two phases. Phase 1 procedures were conducted entirely in-person and Phase 2 procedures were conducted via telehealth. Phase 1 recruitment began July 2018 and concluded in February 2020. Recruitment for Phase 2 began July 2020 and concluded March 2021. This project aims to model the dynamics of individual and dyadic behavior on a moment-by-moment basis within each therapy session and over the course of treatment. These models will be used to test hypotheses about multimodal behavior dynamics, psychotherapy process, type of treatment, and treatment outcome.

Interventions

BEHAVIORALCognitive Behavioral Therapy

Participants will receive 8 one-on-one sessions over 8 to 12 weeks.

BEHAVIORALInterpersonal Psychotherapy

Participants will receive 8 one-on-one sessions over 8 to 12 weeks.

Sponsors

Carnegie Mellon University
CollaboratorOTHER
University of Pittsburgh
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
SINGLE (Outcomes Assessor)

Eligibility

Sex/Gender
ALL
Age
18 Years to 65 Years
Healthy volunteers
No

Inclusion criteria

1. Age 18-65 2. Meet DSM-5 criteria for major depressive disorder (MDD), current episode, based on the Mini International Neuropsychiatric Interview (MINI) 3. Hamilton Rating Scale for Depression (HRSD-17) score ≥ 14 consistent with at least moderate depressive symptoms 4. If currently on antidepressant medication, must be on a stable dose for at least one month at the time of study entry and agree to remain on that dose for study duration 5. Fluent in English 6. Capacity to understand and give informed consent

Exclusion criteria

1. At high risk for suicide, that, in the clinical opinion of the investigator, would warrant a higher level of care such as hospitalization or intensive outpatient programs 2. Current depressive episode has psychotic features 3. Current depressive episode has been present for \> 104 weeks 4. Meets criteria for substance use disorders, as defined by DSM-5, in the past 3 months, except for caffeine or nicotine. (Limited substance use, not meeting criteria for substance use disorders, is not exclusionary). 5. Meets DSM-5 criteria for prior manic or hypomanic episode (bipolar I or II disorder) or a psychotic disorder including schizoaffective disorder or schizophrenia 6. Meets DSM-5 criteria for antisocial personality disorder (MINI) 7. Significant, unstable, psychiatric co-morbidity that, in the opinion of the investigators, requires an alternative treatment approach (i.e., unstable eating disorder, unstable borderline personality disorder) 8. Significant unstable medical illness that may explain depressive symptoms such as epilepsy, autoimmune disorder, chronic pain, or unstable endocrine disorder 9. Cognitive deficits that would preclude completion of study questionnaires or participation in psychotherapy 10. Unable to unwilling to comply with study requirements (i.e., complete forms, attend sessions)

Design outcomes

Primary

MeasureTime frameDescription
Depression Severity12 weeksOur primary outcome measure of depression symptom severity was based on the Hamilton Rating Scale for Depression (HRSD-17) obtained at the final study visit (12 weeks). The HRSD-17 consists of 17 items with Likert scale of either 0 to 4 or 0 to 2. Scores can range from 0(min) to 54(max), with higher scores indicating higher depression symptoms. Clinical interpretation of scale ranges of the HRSD-17 are as follows: 0-7= Normal 8-13= Mild Depression 14-18= Moderate Depression 19-22= Severe Depression \>=23 = Very Severe Depression

Secondary

MeasureTime frameDescription
Working Alliance Inventory--Short Revised Client Version (WAI-SR-C)12 weeksThe Working Alliance Inventory-Short Revised (WAI-SR), client version, is a 12-item scale that measures three key aspects of the therapeutic alliance: (a) agreement on the tasks of therapy, (b) agreement on the goals of therapy and (c) development of an affective bond. Each subscale score for the WAI-SR ranges from 5(min) to 20(max), for a total score range of 15(min) to 60(max). Higher scores represent better alliance. The secondary outcome measure is based on the WAI-SR mean of the total scores measured at the final therapy visit (visit 8).
Working Alliance Inventory--Short Revised Therapist Version (WAI-SRT)12 weeksThe Working Alliance Inventory-Short Revised (WAI-SRT), therapist version, is a 12-item scale that measures three key aspects of the therapeutic alliance: (a) agreement on the tasks of therapy, (b) agreement on the goals of therapy and (c) development of an affective bond. Each subscale score for the WAI-SR ranges from 5(min) to 20(max), for a total score range of 15(min) to 60(max). Higher scores represent better alliance. The secondary outcome measure is based on the WAI-SRT mean of the total scores measured at the final therapy visit (visit 8).

Countries

United States

Participant flow

Recruitment details

Phase 1 recruitment (in person delivery) began July 2018 and concluded in February 2020. Recruitment for Phase 2 (telehealth delivery) began July 2020 and concluded March 2021. Phase 2 recruitment: Phase 2 procedures was conducted virtually via Zoom to comply with COVID safety protocols. Recruitment took place at the University of Pittsburgh Medical Center using the Pitt+Me research registry.

Pre-assignment details

No enrolled participants were excluded from the study prior to assignment to group as the assignment was done at the time of enrollment. Some participants were enrolled and assigned to a group but participated in no therapy sessions (lost to follow-up). Thus, the final numbers included in data analysis are slightly smaller than the total number initially enrolled.

Participants by arm

ArmCount
Interpersonal Psychotherapy (IPT)
Participants randomized to this arm will be treated with 8 sessions over the course of 8 to 12 weeks by a therapist trained in IPT. Participants will complete brief questionnaires before and after treatment sessions. Before each session, they will report on their psychological distress. Following each session, participants and therapists will both complete assessments of the working alliance and rate their own and the other person's affective and interpersonal behavior. Interpersonal Psychotherapy: Participants will receive 8 one-on-one sessions over 8 to 12 weeks.
42
Cognitive Behavioral Therapy (CBT)
Participants randomized to this arm will be treated with 8 sessions over the course of 8 to 12 weeks by a therapist trained in CBT. Participants will complete brief questionnaires before and after treatment sessions. Before each session, they will report on their psychological distress. Following each session, participants and therapists will both complete assessments of the working alliance and rate their own and the other person's affective and interpersonal behavior. Cognitive Behavioral Therapy: Participants will receive 8 one-on-one sessions over 8 to 12 weeks.
35
Total77

Withdrawals & dropouts

PeriodReasonFG000FG001
Overall StudyLost to Follow-up34
Overall StudyWithdrawal by Subject32

Baseline characteristics

CharacteristicInterpersonal Psychotherapy (IPT)Cognitive Behavioral Therapy (CBT)Total
Age, Continuous32.10 years
STANDARD_DEVIATION 14.11
31.89 years
STANDARD_DEVIATION 13.23
32.0 years
STANDARD_DEVIATION 13.6
Hamilton Rating Scale for Depression - 1719.51 units on a scale
STANDARD_DEVIATION 3.63
18.23 units on a scale
STANDARD_DEVIATION 3.17
18.92 units on a scale
STANDARD_DEVIATION 3.46
Race (NIH/OMB)
American Indian or Alaska Native
0 Participants1 Participants1 Participants
Race (NIH/OMB)
Asian
7 Participants3 Participants10 Participants
Race (NIH/OMB)
Black or African American
4 Participants5 Participants9 Participants
Race (NIH/OMB)
More than one race
2 Participants0 Participants2 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Unknown or Not Reported
0 Participants2 Participants2 Participants
Race (NIH/OMB)
White
29 Participants24 Participants53 Participants
Sex/Gender, Customized
Gender
Female
25 Participants26 Participants51 Participants
Sex/Gender, Customized
Gender
Male
14 Participants8 Participants22 Participants
Sex/Gender, Customized
Gender
Other
3 Participants1 Participants4 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
0 / 420 / 35
other
Total, other adverse events
0 / 420 / 35
serious
Total, serious adverse events
0 / 420 / 35

Outcome results

Primary

Depression Severity

Our primary outcome measure of depression symptom severity was based on the Hamilton Rating Scale for Depression (HRSD-17) obtained at the final study visit (12 weeks). The HRSD-17 consists of 17 items with Likert scale of either 0 to 4 or 0 to 2. Scores can range from 0(min) to 54(max), with higher scores indicating higher depression symptoms. Clinical interpretation of scale ranges of the HRSD-17 are as follows: 0-7= Normal 8-13= Mild Depression 14-18= Moderate Depression 19-22= Severe Depression \>=23 = Very Severe Depression

Time frame: 12 weeks

Population: These analyses only include those who completed the final 12-week post-treatment assessment.

ArmMeasureValue (MEAN)Dispersion
Interpersonal PsychotherapyDepression Severity11.9 score on a scaleStandard Deviation 6.34
Cognitive Behavioral TherapyDepression Severity11.41 score on a scaleStandard Deviation 5.41
p-value: 0.75295% CI: [-3.62, 2.63]t-test, 2 sided
Secondary

Working Alliance Inventory--Short Revised Client Version (WAI-SR-C)

The Working Alliance Inventory-Short Revised (WAI-SR), client version, is a 12-item scale that measures three key aspects of the therapeutic alliance: (a) agreement on the tasks of therapy, (b) agreement on the goals of therapy and (c) development of an affective bond. Each subscale score for the WAI-SR ranges from 5(min) to 20(max), for a total score range of 15(min) to 60(max). Higher scores represent better alliance. The secondary outcome measure is based on the WAI-SR mean of the total scores measured at the final therapy visit (visit 8).

Time frame: 12 weeks

Population: These analyses only include those who completed the WAI measure at all 8 treatment sessions.

ArmMeasureValue (MEAN)Dispersion
Interpersonal PsychotherapyWorking Alliance Inventory--Short Revised Client Version (WAI-SR-C)50.07 score on a scaleStandard Deviation 8.08
Cognitive Behavioral TherapyWorking Alliance Inventory--Short Revised Client Version (WAI-SR-C)51.33 score on a scaleStandard Deviation 10.59
p-value: 0.63395% CI: [-4.01, 6.52]t-test, 2 sided
Secondary

Working Alliance Inventory--Short Revised Therapist Version (WAI-SRT)

The Working Alliance Inventory-Short Revised (WAI-SRT), therapist version, is a 12-item scale that measures three key aspects of the therapeutic alliance: (a) agreement on the tasks of therapy, (b) agreement on the goals of therapy and (c) development of an affective bond. Each subscale score for the WAI-SR ranges from 5(min) to 20(max), for a total score range of 15(min) to 60(max). Higher scores represent better alliance. The secondary outcome measure is based on the WAI-SRT mean of the total scores measured at the final therapy visit (visit 8).

Time frame: 12 weeks

Population: These analyses only include those who completed the WAI measure at all 8 treatment sessions.

ArmMeasureValue (MEAN)Dispersion
Interpersonal PsychotherapyWorking Alliance Inventory--Short Revised Therapist Version (WAI-SRT)42.57 score on a scaleStandard Deviation 5.83
Cognitive Behavioral TherapyWorking Alliance Inventory--Short Revised Therapist Version (WAI-SRT)43.52 score on a scaleStandard Deviation 6.55
p-value: 0.58695% CI: [-2.53, 4.44]t-test, 2 sided

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026