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Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Telemedicine use for pediatric asthma care: a mixed methods study
Sarah C Haynes1,2, Rory Kamerman-Kretzmer1, Shahabal S Khan3
1Department of Pediatrics, University of California Davis, Sacramento, CA, USA.
Insights
Telemedicine use for pediatric asthma care was lower among non-English speakers and those seeing primary care providers. Addressing these disparities is key to improving access and equity in asthma management.
Area of Science:
- Pediatric Asthma Care
- Telemedicine Utilization
- Health Equity
Background:
- Asthma affects millions of children and young adults.
- Telemedicine offers a potential solution for improving access to care.
- Understanding factors influencing telemedicine adoption is crucial for equitable healthcare delivery.
Purpose of the Study:
- To identify factors associated with telemedicine use in pediatric asthma care.
- To explore the experiences of parents and patients with telemedicine asthma management.
Main Methods:
- Mixed-methods study combining electronic health record analysis and qualitative focus groups.
- Analysis of 502 patients aged 2-24 with asthma diagnoses.
- Multivariable logistic regression and qualitative content analysis of focus group transcripts.
Main Results:
- Telemedicine use was significantly lower for non-English primary language patients (OR=0.12), school-aged children (OR=0.43), and those seeing primary care providers (OR=0.55).
- Key themes from focus groups included patient engagement, access, visit experience, measurements, scheduling, and future telemedicine use.
- Identified disparities highlight potential barriers to equitable telemedicine adoption.
Conclusions:
- Combining telemedicine with in-person visits may enhance asthma care access and reduce patient/family burden.
- Further research is needed to understand and address low telemedicine use among non-English speaking populations.
- Ensuring equitable access to telemedicine is essential for all children and young adults with asthma.
Objectives:
To identify factors associated with telemedicine use for asthma care among children and young adults, and to describe the parent and patient experience of asthma care over telemedicine.
Methods:
Our mixed methods study consisted of an electronic health record analysis and a qualitative focus group analysis. We analyzed records for all patients aged 2-24 seen at UC Davis Health between March 19, 2020 and September 30, 2020 for a primary diagnosis of asthma. We performed multivariable logistic regression to quantify the relationships between patient characteristics and telemedicine use. We also conducted focus groups with parents and patients who received asthma care during the study period and used qualitative content analysis to identify themes from the transcripts.
Results:
502 patients met the inclusion criteria. Telemedicine use was significantly lower among patients with a primary language other than English (OR = 0.12, 95% CI: 0.025-0.54, p = 0.006), school-aged children (OR = 0.43, 95% CI: 0.24-0.77, p = 0.005), and patients who received asthma care from a primary care provider instead of a specialist (OR = 0.55, 95% CI: 0.34-0.91, p = 0.020). Six thematic categories emerged from focus groups: engaging with the patient, improving access to care, experience of visit, measurements, scheduling, and the future of telemedicine in asthma care.
Conclusions:
Alternating telemedicine with in-person visits for asthma care may result in improved access to care and reduced burdens on patients and families. Providers and researchers should work to understand the specific reasons for low telemedicine use among non-English speaking patients so that these patients receive equitable access to care.
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