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Prevalence and Characterization of Yoga Mentions in the Electronic Health Record
- Source :
- Journal of the American Board of Family Medicine : JABFM. 32(6)
- Publication Year :
- 2019
-
Abstract
- Background: There is a growing patient population using yoga as a therapeutic intervention, but little is known about how yoga interfaces with health care in clinical settings. Purpose: To characterize how yoga is documented at a large academic medical center and to systematically identify clinician-derived therapeutic use cases of yoga. Methods: We designed a retrospective observational study using a yoga cohort (n = 30,976) and a demographically matched control cohort (n = 92,919) from the electronic health records at Penn Medicine between 2006 and 2016. We modeled the distribution of yoga notes among patients, clinicians, and clinical service departments, built a multinomial Naive Bayes classifier to separate the notes by context-dependent use of the word yoga, and modeled associations between clinician recommendations to use yoga and 754 diagnostic codes with Fisher9s exact test, setting an false discovery rate (FDR)-adjusted P-value ≤ .05 (ie, q-value) as the significance threshold. Results: Yoga mentions in the electronic health record have increased 10.4-fold during the 10-year study period, with 2.6% of patients having at least 1 mention of yoga in their notes. In total, 30,976 patients, 2398 clinicians, and 41 clinical service departments were affiliated with yoga notes. The majority of yoga notes are in primary care. Nine diagnoses met the significance criteria for having an association with clinician recommendations to use yoga including Parkinson9s disease (Odds ratio [OR], 6.3 [3.7 to 11.4]; q-value Conclusions: There is a widespread and growing trend to include yoga as part of the clinical record. In practice, clinicians are recommending yoga as a nonpharmacological intervention for a subset of common chronic diseases.
- Subjects :
- Adult
Male
medicine.medical_specialty
media_common.quotation_subject
education
Health informatics
03 medical and health sciences
Young Adult
0302 clinical medicine
Health care
medicine
Electronic Health Records
Humans
030212 general & internal medicine
Meditation
Medical diagnosis
media_common
Aged
Retrospective Studies
Aged, 80 and over
Academic Medical Centers
business.industry
Yoga
Public Health, Environmental and Occupational Health
Retrospective cohort study
Odds ratio
Middle Aged
Pennsylvania
humanities
Family medicine
Cohort
Chronic Disease
Female
Diagnosis code
Family Practice
business
human activities
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15587118
- Volume :
- 32
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of the American Board of Family Medicine : JABFM
- Accession number :
- edsair.doi.dedup.....6a07ef5579054af4d77069b3aa1d3858