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Published on: March 8, 2012
Evaluating Smart Assistant Responses for Accuracy and Misinformation Regarding Human Papillomavirus Vaccination:
John Ferrand1, Ryli Hockensmith1, Rebecca Fagen Houghton1
1School of Public Health-Bloomington, Indiana University, Bloomington, IN, United States.
Smart assistants provide average-quality information on human papillomavirus (HPV) vaccination, with Amazon Alexa being the most reliable. Microsoft Cortana provided the most misinformation and inaccurate responses.
Area of Science:
- Health Informatics
- Public Health
- Artificial Intelligence in Healthcare
Background:
- Smart assistants are increasingly used for health information retrieval, with 46% of Americans using some form and 25% using stand-alone devices.
- The accuracy of health-related information provided by smart assistants requires rigorous evaluation.
Purpose of the Study:
- To evaluate the accuracy, misinformation, and sentiment of smart assistant responses to human papillomavirus (HPV) vaccination queries.
- To compare the performance of major smart assistants in providing HPV vaccine information.
Main Methods:
- Systematic examination of responses to 10 HPV vaccine-related questions across Apple Siri, Google Assistant, Amazon Alexa, and Microsoft Cortana.
- Independent coding of responses by two raters (κ=0.85) to assess accuracy, misinformation, and sentiment.
- Statistical analysis to identify differences in response quality among smart assistants.
Main Results:
- Over half (61%) of the 103 evaluated responses were accurate, with statistically significant differences observed across smart assistants (χ²₂=7.807, P=.02).
- Apple Siri provided the highest proportion of accurate responses (72%), while Microsoft Cortana provided the lowest (54%) and the greatest proportion of misinformation.
- Amazon Alexa demonstrated the most reliable responses, and Cortana's responses had the largest proportion of negative sentiment (12%).
Conclusions:
- Smart assistants offer average-quality sources for HPV vaccination information, with Amazon Alexa being the most reliable.
- Microsoft Cortana exhibited the highest rates of inaccurate responses, misinformation, and negative sentiment.
- Enhanced collaboration between technology companies and public health organizations is crucial for improving the accuracy of health information delivered via smart assistants.
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