Moderate evidence
More
Empathic chatbot replies made people see it as more able to feel, an experiment of 716 finds
Study title: How Empathic Cues Influence Persuasion: The Mediating Role of Perceived Capacity to Feel and the Moderating Role of Message Narrativity
- Evidence type
- Controlled or validated comparison
- Sample
- n = 716
- Sources
- 1 sourcePeer-reviewed
- Published
- 2 min read
- Truvace record
- TRV-2026-2680cite or check it
Study title: How Empathic Cues Influence Persuasion: The Mediating Role of Perceived Capacity to Feel and the Moderating Role of Message Narrativity
An online experiment with 716 participants tested how empathic cues from an AI chatbot shape perceptions of its mental capacities and its persuasiveness in mental health care. The study covered two issues: social isolation and anxiety.
Read the study abstract
This study investigates how empathic cues displayed by an AI chatbot influence perceptions of the chatbot’s mental capacities and persuasive outcomes, and whether these effects vary as a function of message narrativity in the context of mental health care. Using an online experiment (N = 716) across two issues (social isolation and anxiety), we found that in the social isolation context, a chatbot’s expression of empathy increased its perceived capacity to feel, which, in turn, was positively associated with att…
The gain
In an online experiment of 716 people, a chatbot's expression of empathy raised its perceived capacity to feel in the social isolation scenario, which was linked to more positive attitudes toward its recommendations.
In brief
In the social isolation scenario, empathic expression increased the chatbot's perceived capacity to feel, and that perception was positively associated with attitudes toward its recommendations. The pattern differed in the social anxiety scenario, where the effect of empathy depended on how narrative the chatbot's message was.
The authors say the results offer insights into how AI systems can communicate more effectively in mental health care, though the measured outcomes are perceptions and attitudes rather than health results.
Main points
- The experiment included 716 participants and was run online.
- Two mental health issues were tested: social isolation and anxiety.
- In the social isolation context, chatbot empathy increased perceived capacity to feel.
- Perceived capacity to feel was positively associated with attitudes toward the chatbot's recommendations.
- In the social anxiety context, empathy raised perceived capacity to feel only when messages were low in narrativity.
- Without empathic expression, higher message narrativity increased perceived capacity to feel in the anxiety context.
The full story
The study examined an AI chatbot in a mental health care setting. Researchers varied whether the chatbot displayed empathic cues and how narrative its messages were, then measured how participants perceived its mental capacities and how they viewed its recommendations.
In the social isolation condition, the pathway was straightforward: empathy increased perceived capacity to feel, and that perception was positively associated with attitudes toward the recommendations.
In the social anxiety condition, results were conditional. Empathy increased perceived capacity to feel only for low-narrativity messages, while narrativity itself increased perceived capacity to feel when the chatbot did not express empathy.
Sources
1 on file- International Journal of Human–Computer Interactiondoi:10.1080/10447318.2026.2708470
Talk it over
Who gets this benefit, and who was left out of the study or story?
Empathic chatbot replies made people see it as more able to feel, an experiment of 716 findshttps://truvace.com/item/how-empathic-cues-influence-persuasion-the-mediating-role-of-perceived-capacity-
Who gets this benefit, and who was left out of the study or story?
The gain In an online experiment of 716 people, a chatbot's expression of empathy raised its perceived capacity to feel in the social isolation scenario, which was linked to more positive attitudes toward its recommendations.
Answer in the threadHow do we know? What can this kind of evidence show, and what can’t it?
The evidence This rests on a controlled comparison with a sample of 716, from International Journal of Human–Computer Interaction.
Answer in the threadWhat does it leave open? What else would you want to know before acting on it?
The record’s own caveat The effect of empathy was not consistent across issues: in the social anxiety context it depended on message narrativity, so the social isolation result does not hold across both scenarios.
Answer in the threadHave you seen AI used this way where you study, work or live? Did it go the same way?
Answer in the thread
The questions are the same on every record. The details under them are taken from this record as written.
ace
What readers say