ArticleJMIR formative research2026
Therapist Skepticism and Adaptation to Teletherapy Under Enforced Uptake, With Theoretical Considerations for AI-Mediated Care: Qualitative Study.
Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMental health care is undergoing rapid digital transformation, with continued development and implementation of digitally delivered interventions. Despite growing evidence for digital mental health interventions, implementation in routine practice has often lagged technological advances. Although teletherapy became more widely accepted during the COVID-19 pandemic, little is known about the psychological processes through which clinicians adapt to disruptive changes in treatment delivery when required to work within a novel medium.
objectiveThis study explored how therapists who had not previously adopted teletherapy interpreted and adapted to its enforced uptake during the COVID-19 pandemic, with particular attention to changes in expectations, perceptions of the therapeutic alliance, and professional practice.
methodsSix UK-based accredited clinical psychologists, none of whom had previously practiced video-based teletherapy, participated in semistructured interviews conducted between May and July 2021, following the rapid shift toward remote delivery. Data were analyzed using reflexive thematic analysis to explore therapists' experiences of adaptation, belief revision, and therapeutic interactions.
resultsWe identified the following four themes: (1) revision of anticipatory beliefs, (2) context-medium differentiation, (3) medium affordances, and (4) relational viability and selective integration. Therapists began practicing teletherapy with concerns about accessibility, safety, therapeutic techniques, and relational quality. With sustained practice, clinicians revised many of their assumptions. Therapists also distinguished difficulties associated with implementation contexts from perceived properties of teletherapy itself. They described adapting clinical procedures and techniques, recognizing both constraints and affordances of the medium, and developing more differentiated views of when teletherapy was appropriate. Clinicians generally found teletherapy to be an acceptable therapeutic medium, but not equivalent to in-person practice.
conclusionsAdapting to teletherapy involved more than accepting a new tool. It required therapists to reconsider assumptions about therapeutic interaction, safety, and conditions needed to sustain an effective therapeutic relationship. The findings suggest an experience-based professional adaptation process in which initial assumptions became differentiated through sustained use. While these findings support teletherapy uptake specifically, they may also inform how clinicians evaluate other digital mental health technologies, while recognizing that changes to the communication medium are not equivalent to changes in the therapeutic process or agent.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.