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Moderate evidence

Empathetic chatbots improved consumers' well-being in a field study and three experiments

Study title: Building Relationships With the Empathetic Chatbots: The Effect of Chatbot Empathy on Consumer Well‐Being

Evidence type
Controlled or validated comparison
Sources
1 sourcePeer-reviewed
Published
1 min read

Study title: Building Relationships With the Empathetic Chatbots: The Effect of Chatbot Empathy on Consumer Well‐Being

A peer-reviewed study in the Journal of Consumer Behaviour examined how empathy in customer-facing chatbots shapes consumer well-being. Across one field study and three online experiments, high chatbot empathy increased consumers' sense of shared reality and their confirmation of expectations compared with low empathy, and those increases were linked to higher well-being.

Read the study abstract

ABSTRACT As artificial intelligence (AI) advances, chatbots exert a substantial influence on consumer well‐being. Nevertheless, the implications of this application on consumer well‐being are still up for discussion. Drawing on social exchange theory, this study explores how chatbot empathy improves customer well‐being. Across one field study coupled with three online experiments, we find that consumers' sense of shared reality and confirmation of expectation are increased by high (vs. low) chatbot empathy, whic…

The gain

In a field study and three online experiments, consumers who dealt with highly empathetic chatbots reported a stronger sense of shared reality and more confirmed expectations than those who dealt with low-empathy chatbots, and in turn higher well-being.

In brief

The authors say the findings speak to concerns about the rapid advance of AI by showing how chatbot empathy shapes human-AI relationships. The work draws on social exchange theory to explain why consumers respond to empathetic chatbots as they do.

The benefit was not uniform. When consumers interacted with highly autonomous chatbots, the positive influence of chatbot empathy was attenuated, suggesting that how independently a chatbot acts changes how empathy is received.

Main points

  1. The research combined one field study with three online experiments.
  2. High chatbot empathy, compared with low empathy, increased consumers' sense of shared reality.
  3. High chatbot empathy also increased consumers' confirmation of expectation.
  4. Those two effects were linked to improved consumer well-being.
  5. The positive effect of empathy weakened when the chatbot was highly autonomous.
  6. The authors build on social exchange theory to explain human-AI relationships.

The full story

The study tested chatbot empathy in both real-world and controlled settings, using one field study and three online experiments. Contrasting high and low empathy conditions let the authors trace how empathy affects consumers' experience of the interaction.

Two mechanisms carried the effect: a sense of shared reality and confirmation of expectation. Both rose with empathetic chatbot behaviour and were tied to higher consumer well-being.

Chatbot autonomy acted as a boundary condition. With highly autonomous chatbots, the well-being benefit of empathy was smaller, which matters for companies deciding how much independence to give customer-service bots.

Sources

1 on file
  1. Peer-reviewed2026-06-03

Talk it over

Four questions to start on
Who gets this benefit, and who was left out of the study or story?

Start with a question

Empathetic chatbots improved consumers' well-being in a field study and three experimentshttps://truvace.com/item/building-relationships-with-the-empathetic-chatbots-the-effect-of-chatbot-empath

  1. Who gets this benefit, and who was left out of the study or story?

    The gain In a field study and three online experiments, consumers who dealt with highly empathetic chatbots reported a stronger sense of shared reality and more confirmed expectations than those who dealt with low-empathy chatbots, and in turn higher well-being.

    Answer in the thread
  2. How do we know? What can this kind of evidence show, and what can’t it?

    The evidence This rests on a controlled comparison, from Journal of Consumer Behaviour.

    Answer in the thread
  3. What does it leave open? What else would you want to know before acting on it?

    Answer in the thread
  4. Have 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.

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