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Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Asthma numeracy skill and health literacy
Andrea J Apter1, Jing Cheng, Dylan Small
1Division of Pulmonary, Allergy Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. apter@mail.med.upenn.edu
Asthma patients struggle with understanding numerical information in self-management instructions. Low numeracy skills, not just general health literacy, were linked to asthma hospitalizations, highlighting numeracy
Area of Science:
- Health Literacy
- Asthma Management
- Patient Education
Background:
- Effective asthma self-management relies on understanding complex health information.
- Numerical concepts like risk and percentages are crucial for adherence to treatment plans.
- Existing health literacy assessments may not fully capture numeracy skills specific to health contexts.
Purpose of the Study:
- To develop and validate the Asthma Numeracy Questionnaire (ANQ).
- To assess the numeracy skills of adults with persistent asthma.
- To explore the relationship between numeracy, health literacy, and asthma-related outcomes.
Main Methods:
- Development of a 4-item Asthma Numeracy Questionnaire (ANQ).
- Administration of the ANQ and the Short Test of Functional Health Literacy in Adults (STOFHLA) to 73 adults with persistent asthma.
- Analysis of the association between numeracy, STOFHLA scores, and history of asthma hospitalization.
Main Results:
- Only 16% of participants answered all 4 ANQ items correctly; 8% answered none correctly.
- Participants demonstrated the least understanding of items involving risk and percentages.
- Low numeracy, but not STOFHLA score, was significantly associated with a history of asthma hospitalization.
- A wide range of numeracy performance was observed even among individuals with higher STOFHLA scores.
Conclusions:
- Numeracy is a distinct and critical component of overall health literacy in asthma self-management.
- The ANQ is a valuable tool for assessing numeracy in this population.
- Interventions to improve numeracy skills may be necessary to enhance asthma self-management and reduce hospitalizations.
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