Evidence map›Paper›PMID 38506892›Full record

ArticleJMIR formative research2024

Effectiveness of a Web-based and Mobile Therapy Chatbot on Anxiety and Depressive Symptoms in Subclinical Young Adults: Randomized Controlled Trial.

Stanisław Karkosz, Robert Szymański, Katarzyna Sanna, Jarosław Michałowski

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05762939 (Effectiveness of a Therapy Chatbot on Anxiety and Depressive Symptoms in Subclinical Young Adults), which is not on this map. Cited by 30 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 8 pooled it
8.3field-weighted citation impact, top 2% of its field
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.

NCT05762939 nacompletednot on this map

Effectiveness of a Therapy Chatbot on Anxiety and Depressive Symptoms in Subclinical Young Adults: A Randomized Controlled Trial

TypeinterventionalSponsorUniversity of Social Sciences and Humanities, WarsawRan2022 to 2022Enrolled81ConditionsAnxiety, DepressionArmsChatbot, Control (book)
3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 8 syntheses or guidelines pooled it, 42 citations in OpenAlex.

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  4. Digital and AI-enhanced psychosocial interventions in breast cancer patients: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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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

4 authors at 1 institution in 1 country.

Stanisław Karkosz *Laboratory of Affective Neuroscience in Poznan, SWPS University, Warsaw, Poland.ORCID https://orcid.org/0000-0001-8413-7941
Robert Szymański *Laboratory of Affective Neuroscience in Poznan, SWPS University, Warsaw, Poland.ORCID https://orcid.org/0000-0002-7556-3778
Katarzyna Sanna *Center for Research on Personality Development in Poznan, SWPS University, Warsaw, Poland.ORCID https://orcid.org/0000-0002-1903-1830
Jarosław Michałowski *Laboratory of Affective Neuroscience in Poznan, SWPS University, Warsaw, Poland.ORCID https://orcid.org/0000-0002-5811-740X
Uniwersytet SWPS · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere has been an increased need to provide specialized help for people with depressive and anxiety symptoms, particularly teenagers and young adults. There is evidence from a 2-week intervention that chatbots (eg, Woebot) are effective in reducing depression and anxiety, an effect that was not detected in the control group that was provided self-help materials. Although chatbots are a promising solution, there is limited scientific evidence for the efficacy of agent-guided cognitive behavioral therapy (CBT) outside the English language, especially for highly inflected languages.

objectiveThis study aimed to measure the efficacy of Fido, a therapy chatbot that uses the Polish language. It targets depressive and anxiety symptoms using CBT techniques. We hypothesized that participants using Fido would show a greater reduction in anxiety and depressive symptoms than the control group.

methodsWe conducted a 2-arm, open-label, randomized controlled trial with 81 participants with subclinical depression or anxiety who were recruited via social media. Participants were divided into experimental (interacted with a fully automated Fido chatbot) and control (received a self-help book) groups. Both intervention methods addressed topics such as general psychoeducation and cognitive distortion identification and modification via Socratic questioning. The chatbot also featured suicidal ideation identification and redirection to suicide hotlines. We used self-assessment scales to measure primary outcomes, including the levels of depression, anxiety, worry tendencies, satisfaction with life, and loneliness at baseline, after the 2-week intervention and at the 1-month follow-up. We also controlled for secondary outcomes, including engagement and frequency of use.

resultsThere were no differences in anxiety and depressive symptoms between the groups at enrollment and baseline. After the intervention, depressive and anxiety symptoms were reduced in both groups (chatbot: n=36; control: n=38), which remained stable at the 1-month follow-up. Loneliness was not significantly different between the groups after the intervention, but an exploratory analysis showed a decline in loneliness among participants who used Fido more frequently. Both groups used their intervention technique with similar frequency; however, the control group spent more time (mean 117.57, SD 72.40 minutes) on the intervention than the Fido group (mean 79.44, SD 42.96 minutes).

conclusionsWe did not replicate the findings from previous (eg, Woebot) studies, as both arms yielded therapeutic effects. However, such results are in line with other research of Internet interventions. Nevertheless, Fido provided sufficient help to reduce anxiety and depressive symptoms and decreased perceived loneliness among high-frequency users, which is one of the first pieces of evidence of chatbot efficacy with agents that use a highly inflected language. Further research is needed to determine the long-term, real-world effectiveness of Fido and its efficacy in a clinical sample.

trial registrationClinicalTrials.gov NCT05762939; https://clinicaltrials.gov/study/NCT05762939; Open Science Foundation Registry 2cqt3; https://osf.io/2cqt3.

Indexed as

anxietyartificial intelligenceCBTchatbotchatbotscognitive behavioral therapycognitive distortionsconversational agentconversational agentsdepressiondepressivemental healthpsychotherapyrandomized control trialRCTuser experienceyoung adults

Identifiers

PMID38506892
PMCPMC10993129
OpenAlexW4385742308

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.