An Automated Conversational Agent Self-Help Program: Randomized Controlled Trial
2024

Automated Chatbot Self-Help Program for Well-Being

Sample size: 1345 publication 10 minutes Evidence: moderate

Author Information

Author(s): McCall Terika, Dinh Dai, Kaphingst Kimberly, Foran Heather M, Kubb Christian, Mueller Janina, Poff Spencer, Ung Megan, Li Margaret, Smith Eric Michael, Akinyemi Akinniyi, Kambadur Melanie, Waller Franziska, Graf Mario, Boureau Y-Lan

Primary Institution: Department of Health Psychology University of Klagenfurt

Hypothesis

The intervention group will show significant improvements in well-being and psychological flourishing at the 1-month postassessment compared with the control group.

Conclusion

The free conversational agent wellness self-help program was as effective as evidence-based web resources.

Supporting Evidence

  • Both groups showed significant improvements in well-being.
  • Engagement with the chatbot was linked to greater improvements in well-being.
  • User satisfaction was associated with better outcomes.
  • Participants in both groups reported similar levels of improvement.

Takeaway

This study tested a chatbot that helps people feel better, and it worked just as well as other online resources.

Methodology

Participants were randomly assigned to either a self-help program via a chatbot or an active control group with online wellness resources, with outcomes measured at baseline and 1 month later.

Potential Biases

Participants were not blinded to their group assignment, which may introduce bias.

Limitations

The study's reliance on WhatsApp may have limited participation, and the chatbot was still under development during data collection.

Participant Demographics

Participants were primarily women (80.5%) with a mean age of 47.22 years.

Statistical Information

P-Value

P<.001

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.2196/53829

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