# Dashboard Intervention for Tracking Digital Social Media Activity in the Clinical Care of Individuals With Mood and Anxiety Disorders: Randomized Trial

**Authors:** Leslie Miller, Tenzin C Lhaksampa, Alex Walker, Carlos Aguirre, Matthew DeCamp, Keith Harrigian, Jennifer Meuchel, Aja M Meyer, Brittany Nesbitt, Sazal Sthapit, Jason Straub, Danielle Virgadamo, Ayah Zirikly, Mark Dredze, Margaret S Chisolm, Peter P Zandi

PMC · DOI: 10.2196/74212 · JMIR Mental Health · 2025-11-11

## TL;DR

A study tested using a digital dashboard to track social media activity in mental health care for mood and anxiety disorders but found no improvement in mental health outcomes.

## Contribution

The study introduces a feasible method for integrating digital social activity tracking into clinical care for mental health patients.

## Key findings

- The dashboard increased discussion of digital social activity during clinical visits.
- There was no significant difference in depression or mental health status between the dashboard and treatment-as-usual groups.
- The intervention did not affect the therapeutic alliance between patients and clinicians.

## Abstract

Digital social activity, defined as interactions on social media and electronic communication platforms, has become increasingly important. Social factors impact mental health and can contribute to depression and anxiety. Therefore, incorporating digital social activity into routine mental health care has the potential to improve outcomes.

This study aimed to compare treatment augmented with an electronic dashboard of patient’s digital social activity versus treatment-as-usual on patient-rated outcomes symptoms of depression in a randomized trial of patients with mood and anxiety disorders.

We developed a personalized electronic dashboard summarizing a participant’s digital social activity. This dashboard, collaboratively discussed during mental health visits, was used to augment clinical care and tested in a randomized trial against treatment-as-usual. Clinicians and patients were recruited from outpatient psychiatry clinics. Patients were eligible if they were 12 years or older and were receiving treatment for a mood or anxiety disorder. Psychiatric symptoms measures for depression (primary outcome measure) and anxiety (secondary outcome measure) were obtained at each clinic visit as part of measurement-based standard of care. Baseline and 3-month follow-up assessments included a measure of mental health status and therapeutic alliance measure. Collateral information and clinical action scale were also collected at each visit.

A total of 103 patients consented to participate, 97 of whom were randomized to the dashboard arm (n=49) or the treatment-as-usual arm (n=48). There were no differences in psychiatry symptom rating scores or mental health status between the two arms. However, there was a significant increase in the discussion of digital social activity with the intervention, and it did not appear to change patient therapeutic alliance.

The incorporation of a personalized electronic dashboard into clinical care was feasible and led to an increased discussion of digital social activity, but there was no impact on mental health outcomes.

## Linked entities

- **Diseases:** depression (MONDO:0002050), anxiety (MONDO:0005618)

## Full-text entities

- **Diseases:** Psychiatric (MESH:D001523), anxiety (MESH:D001007), Mood and Anxiety Disorders (MESH:D001008), depression (MESH:D003866)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12604431/full.md

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Source: https://tomesphere.com/paper/PMC12604431