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Selection of Representative Questionnaire Items from the Asthma Control Test.
Min-Seok Chang1, Iseul Yu1, Sunmin Park1
1Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea.
A simplified Asthma Control Test (ACT) using three key questions (Q1-Q3) can effectively assess asthma control for digital health tools. This method offers high sensitivity and specificity for evaluating patient status.
Area of Science:
- Digital Health
- Respiratory Medicine
- Medical Informatics
Background:
- Asthma management focuses on control, not cure, with digital systems offering potential benefits.
- Conventional asthma control assessments are not optimized for digital healthcare applications.
- Developing digital tools requires representative questionnaire items for accurate asthma status evaluation.
Purpose of the Study:
- To identify and validate representative items from the Asthma Control Test (ACT) for digital asthma assessment.
- To determine the most effective subset of ACT questions for reliable digital health monitoring.
- To establish a foundation for digital asthma control assessment tools.
Main Methods:
- Analysis of 2019 Asthma Control Test (ACT) results from adult asthma patients collected in 2020.
- Statistical evaluation of individual ACT questionnaire items using Pearson's correlation and ROC curves.
- Assessment of sensitivity and specificity for selected item combinations, including Q1-Q3.
Main Results:
- Items Q1, Q2, Q3, and Q5 from the ACT showed significant findings in the analysis.
- The combination of Q1-Q3 demonstrated the highest sensitivity (97%) and specificity (91%) for assessing asthma control.
- Item Q2 was identified as highly descriptive and correlated, while Q5 was excluded due to digital healthcare limitations.
Conclusions:
- A simplified assessment using the sum of ACT items Q1-Q3 is a viable alternative to the full ACT for evaluating asthma control.
- This validated subset of questions can facilitate the development of effective digital asthma management tools.
- The findings support the integration of digital solutions for more accessible and efficient asthma control monitoring.
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