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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 2 of 2 Research Studies DisplayedSchirle L, Jeffery A, Yaqoob A
Two data-driven approaches to identifying the spectrum of problematic opioid use: a pilot study within a chronic pain cohort.
Although electronic health records (EHR) have significant potential for the study of opioid use disorders (OUD), detecting OUD in clinical data is challenging. Models using EHR data to predict OUD often rely on case/control classifications focused on extreme opioid use. IN this study, the investigators discussed two data-driven approaches to identifying the spectrum of problematic opioid use. The investigators concluded that risk scores comprising comorbidities and text offer differing but synergistic insights into characterizing problematic opioid use.
AHRQ-funded; HS026395.
Citation: Schirle L, Jeffery A, Yaqoob A .
Two data-driven approaches to identifying the spectrum of problematic opioid use: a pilot study within a chronic pain cohort.
Int J Med Inform 2021 Dec;156:104621. doi: 10.1016/j.ijmedinf.2021.104621..
Keywords: Opioids, Pain, Chronic Conditions, Medication, Health Information Technology (HIT)
McKernan LC, Crofford LJ, Kim A
Electronic delivery of pain education for chronic overlapping pain conditions: a prospective cohort study.
This study’s objective was to examine the impact of educational materials for chronic overlapping pain conditions (COPCs), the feasibility of delivery materials online, and to explore its impact on self-reported self-management applications at 3-month follow-up. This prospective cohort study used individuals from a university-wide active research repository with ≥1 coded diagnostic COPC by ICD-9/10 in the medical record. The authors assessed content awareness after the participants read educational materials pre- and post-exposure to education. A total of 216 individuals were enrolled, with 181 completing both timepoints. Knowledge and understanding of COPCs increased significantly after education and were retained at three months. There was no significant change to symptoms or self-management applications over the three-month period.
AHRQ-funded; HS022990.
Citation: McKernan LC, Crofford LJ, Kim A .
Electronic delivery of pain education for chronic overlapping pain conditions: a prospective cohort study.
Pain Med 2021 Oct 8;22(10):2252-62. doi: 10.1093/pm/pnab018..
Keywords: Education: Patient and Caregiver, Pain, Health Information Technology (HIT), Chronic Conditions