Literature DB >> 33936512

Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design Considerations.

Yue You1, Xinning Gui1.   

Abstract

Recently, there has been a growing interest in developing AI-enabled chatbot-based symptom checker (CSC) apps in the healthcare market. CSC apps provide potential diagnoses for users and assist them with self-triaging based on Artificial Intelligence (AI) techniques using human-like conversations. Despite the popularity of such CSC apps, little research has been done to investigate their functionalities and user experiences. To do so, we conducted a feature review, a user review analysis, and an interview study. We found that the existing CSC apps lack the functions to support the whole diagnostic process of an offline medical visit. We also found that users perceive the current CSC apps to lack support for a comprehensive medical history, flexible symptom input, comprehensible questions, and diverse diseases and user groups. Based on these results, we derived implications for the future features and conversational design of CSC apps. ©2020 AMIA - All rights reserved.

Entities:  

Mesh:

Year:  2021        PMID: 33936512      PMCID: PMC8075525     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  15 in total

1.  Health Care Chatbots Are Here to Help.

Authors:  Mary Bates
Journal:  IEEE Pulse       Date:  2019 May-Jun       Impact factor: 0.924

2.  A mobile system for the improvement of heart failure management: Evaluation of a prototype.

Authors:  Sarah C Haynes; Katherine K Kim
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

3.  Mobile apps for mood tracking: an analysis of features and user reviews.

Authors:  Clara Caldeira; Yu Chen; Lesley Chan; Vivian Pham; Yunan Chen; Kai Zheng
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

4.  Safety of patient-facing digital symptom checkers.

Authors:  Hamish Fraser; Enrico Coiera; David Wong
Journal:  Lancet       Date:  2018-11-06       Impact factor: 79.321

Review 5.  Using Health Chatbots for Behavior Change: A Mapping Study.

Authors:  Juanan Pereira; Óscar Díaz
Journal:  J Med Syst       Date:  2019-04-04       Impact factor: 4.460

6.  Empowering older patients to engage in self care: designing an interactive robotic device.

Authors:  Priyadarshi Tiwari; Jim Warren; Karen Day
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

7.  Acceptability of artificial intelligence (AI)-led chatbot services in healthcare: A mixed-methods study.

Authors:  Tom Nadarzynski; Oliver Miles; Aimee Cowie; Damien Ridge
Journal:  Digit Health       Date:  2019-08-21

8.  Testing and improving the acceptability of a web-based platform for collective intelligence to improve diagnostic accuracy in primary care clinics.

Authors:  Valy Fontil; Kate Radcliffe; Helena C Lyson; Neda Ratanawongsa; Courtney Lyles; Delphine Tuot; Kaeli Yuen; Urmimala Sarkar
Journal:  JAMIA Open       Date:  2019-02-01

9.  A Comparison of Artificial Intelligence and Human Doctors for the Purpose of Triage and Diagnosis.

Authors:  Adam Baker; Yura Perov; Katherine Middleton; Janie Baxter; Daniel Mullarkey; Davinder Sangar; Mobasher Butt; Arnold DoRosario; Saurabh Johri
Journal:  Front Artif Intell       Date:  2020-11-30

10.  Trust Me, I'm a Chatbot: How Artificial Intelligence in Health Care Fails the Turing Test.

Authors:  John Powell
Journal:  J Med Internet Res       Date:  2019-10-28       Impact factor: 5.428

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  2 in total

1.  Analyzing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study.

Authors:  Martien J P van Bussel; Gaby J Odekerken-Schröder; Carol Ou; Rachelle R Swart; Maria J G Jacobs
Journal:  BMC Health Serv Res       Date:  2022-07-09       Impact factor: 2.908

2.  Use of Health Care Chatbots Among Young People in China During the Omicron Wave of COVID-19: Evaluation of the User Experience of and Satisfaction With the Technology.

Authors:  Yi Shan; Meng Ji; Wenxiu Xie; Xiaomin Zhang; Xiaobo Qian; Rongying Li; Tianyong Hao
Journal:  JMIR Hum Factors       Date:  2022-06-09
  2 in total

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