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September 18, 2025

A Chatbot Model for Enhancing Mental Health-Seeking Behavior

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Authors

NANafisa Noor AbdirahmanRMRobert Mutua MurungiJAJecton Tocho Anyango

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Overview

This study demonstrates a chatbot's ability to enhance mental health awareness and reduce stigma in low-resource settings, supporting women's health.

Key Points

  • The AI-powered chatbot achieved a high classification accuracy of 0.99, indicating effective mood prediction and response delivery.
  • User engagement and satisfaction were strong, highlighting the chatbot's increasing relevance in mental health interventions among pregnant and lactating women.
  • The modular architecture of the chatbot includes components for emotional intelligence and referral systems, designed to facilitate mental health support.
  • The findings suggest a need for policymakers and healthcare providers to integrate AI-powered chatbots into maternal health services, expanding access to care.

Cite This Study

Abdirahman et al. (2025) studied this question.

synapsesocial.com/papers/68d461cb31b076d99fa6133chttps://doi.org/10.71274/ijpp.v13i3.558
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