Evidence map›Paper›PMID 41027026›Full record

ArticleJMIR medical informatics2025

Assessment of a Digital Platform for Routine Outcome Monitoring in Psychotherapy: Usability Study and Thematic Analysis.

Mattia Vincenzo Olive, Antonino La Tona, Gianluca Lo Coco, Angelo Compare, Joseph Antony Cafazzo, Cristina Masella

Abstract read
In one paragraph

Article in JMIR medical informatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mattia Vincenzo OliveDepartment of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Raffaele Lambruschini 4B, Milano, 20156, Italy, 39 3488676027.ORCID 0000-0002-4445-4464
Antonino La TonaDepartment of Human and Social Sciences, University of Bergamo, Bergamo, Italy.ORCID 0000-0002-6223-0106
Gianluca Lo CocoDepartment of Psychology, Educational Science and Human Movement, University of Palermo, Palermo, Italy.ORCID 0000-0001-9027-1899
Angelo CompareDepartment of Human and Social Sciences, University of Bergamo, Bergamo, Italy.ORCID 0000-0002-3336-7920
Joseph Antony CafazzoHealthcare Human Factors; Centre for Digital Therapeutics, University Health Network, Toronto, ON, Canada.ORCID 0000-0002-3114-4440
Cristina MasellaDepartment of Management, Economics and Industrial Engineering, Politecnico di Milano, Via Raffaele Lambruschini 4B, Milano, 20156, Italy, 39 3488676027.ORCID 0000-0002-1758-7456

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The integration of digital tools into psychotherapy has gained increasing attention, particularly for practices such as routine outcome monitoring (ROM), which involves the regular collection of patient-reported data to inform treatment decisions. However, despite the potential benefits, the adoption of digital platforms remains limited, partly due to usability concerns and workflow misalignment. Objective: This study aimed to assess the usability of a digital platform, Mindy, designed to support psychotherapists in implementing ROM and to explore broader challenges associated with the integration of digital tools into psychotherapeutic practice. Methods: This study adopted a qualitative, 2-stage approach. Sixteen psychotherapists participated in semistructured interviews, which included task-based usability testing and reflective discussions. Participants interacted with Mindy by performing typical clinical tasks, such as creating patient profiles, managing session data, and sending questionnaires. The first stage of analysis used a deductive thematic approach focused on predefined platform functionalities. The second stage followed an inductive methodology to identify broader themes related to the integration of digital tools in psychotherapy. Results: The usability assessment identified strengths in the platform's appointment scheduling, questionnaire delivery, and dashboard functionalities, which were perceived as intuitive and supportive of ROM practices. However, limitations were reported in areas such as documentation flexibility, interoperability with other systems, and control over information sharing with patients. Broader thematic analysis revealed three main challenges: (1) the tension between standardized documentation and the need for narrative and implicit information; (2) difficulties in embedding digital platforms into existing therapeutic workflows, especially for clinicians less familiar with technology; and (3) concerns about confidentiality and the potential for misinterpretation when sharing therapeutic notes with patients. Conclusions: These findings underscore the importance of considering both technical and contextual dimensions when developing and implementing digital platforms in mental health care. Tailoring digital tools to the needs and practices of psychotherapists may improve adoption and ultimately enhance the quality of care.

Indexed as

Outcome Assessment, Health CarePsychotherapyAdultFemaleHumansMaleMiddle AgedQualitative ResearchSurveys and QuestionnairesUser-Computer Interfacedigital mental healthdigital toolspsychotherapyroutine outcome monitoringusability

Identifiers

PMID41027026
PMCPMC12483338

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.