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Updated: May 10, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Is patient assessment of asthma care delivery associated with publicly reported performance measures?
Matthew A Rank1, Jeanette Y Ziegenfuss, Kunal M Shah
1Division of Allergy, Asthma, and Clinical Immunology, Mayo Clinic, Scottsdale , AZ , USA .
Objective:
To determine the association between patient assessment of healthcare delivery and publicly reported asthma performance measures.
Methods:
We identified individuals 5-50 years old who had asthma quality measures reported to the Minnesota Community Measurement© (MCM©) by their clinic and sent them a postal survey which included within it the Patient Assessment of Chronic Illness care (PACIC), a validated measure of patient perception of the quality of healthcare delivery. We performed a multivariable analysis to examine the association between PACIC scores and achievement of asthma care quality measures.
Results:
The response rate for the ACS was 102/367 (28%); a non-response bias analysis revealed no differences between responders and non-responders for age, gender and asthma control. Most responders (73%) reported taking asthma medications daily and most (71%) had poorly controlled asthma. The PACIC score was not associated with any of the asthma quality measures based on the data reported to MCM© by the clinic. A higher PACIC score was, however, associated with having an asthma action plan based on patient-reported data in the ACS (p < 0.0001) but not with patient-reported asthma control or emergency department/hospitalizations for asthma.
Conclusions:
Patient assessment of high quality asthma care delivery was associated with patient self-report of having an asthma action plan but was not associated with any of the publicly reported asthma performance measures.
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