Zainal Madon

Chatbot-based health interventions in low- and middle-income countries: effective access, early attrition, and design strategies from a mixed-methods study

Effective access is introduced as a complementary construct for digital health interventions requiring repeated participation and three design principles are proposed to test whether users can resume participation under platform constraints; reduce message burden without removing content; and treat re-engagement as a c...