The opioid epidemic has had a tremendous negative impact on the health of persons in the U.S. The objective of the trial 1 of Application of Economics \& Social psychology to improve Opioid Prescribing Safety (AESOPS-T1), is to discourage unnecessary opioid prescribing through the application of "behavioral insights"-empirically-tested social and psychological interventions that affect choice.
A multisite study, AESOPS-T1 randomizes clinics to behavioral intervention or control. Clinics randomized to the behavioral intervention arm receive electronic health record (EHR)-based nudges. Eligible participants are clinicians who practice ambulatory primary care at the participating clinical sites in Illinois and California. At the time of opioid prescribing, clinicians in clinics randomized to the intervention group will be prompted with an EHR nudge when the prescribing history for the patient falls into one of the following three mutually exclusive categories: Opioid naïve, At-risk for long-term use, or Long-term opioid recipient. These EHR-based nudges include accountable justification, defaults and precommitments. The control arm receives no EHR-based intervention. Both arms receive guideline education. The primary outcome is the change in clinician aggregate weekly milligram morphine equivalent (MME) dose and the secondary outcome is the proportion of dosages that equal or exceed 50 MME per day. These outcomes will be estimated by treatment arm with an intent-to-treat difference-in-differences framework using a mixed-effects regression model on clinician MME daily dose. The intervention period will be 18-months, with a 6-month follow-up period to measure the persistence of effects after the interventions conclude.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
HEALTH_SERVICES_RESEARCH
Masking
NONE
Enrollment
555
Visits where the order is for an included opioid and there is no prior opioid prescription with a start date of greater than 1 day and less than 91 days and clinician is on the clinic list as a treating member of the clinic
Visit where the order is for an included opioid, there is a prior opioid prescription with a start date greater than 1 day and less than 91 days, and there is no prior opioid prescription with a start date greater than 90 days and clinician is on the clinic list as a treating member of the clinic
Total opioid doses are at least 50 MME per day, there are two or more prior opioid prescriptions with two different start dates both greater than 1 day and less than 91 days, and there is a prior opioid prescription with a start date greater than 90 days and less than 181 days and clinician is on the clinic list as a treating member of the clinic
Northwestern University
Chicago, Illinois, United States
Change in Average Per-clinician Log Total Weekly MME Between Baseline and Intervention for Opioid Naïve and At-Risk Patients (Below 50 MME Daily Dose Rxs)
Change = (18-month intervention average of natural log MME summed per-clinician, per-week - 6-month baseline average of natural log MME summed per-clinician, per-week). Log(total MME) = log(Rx strength x number of pills x opioid conversion factor)
Time frame: 6-month baseline and 18-month intervention
Change in Average Per-clinician Log Total Weekly MME Between Baseline and Intervention for Chronic Opioid Patients (=> 50 MME Daily Dose Rxs)
Change = (18-month intervention average of natural log MME summed per-clinician, per-week - 6-month baseline average of natural log MME summed per-clinician, per-week). Log(total MME) = log(Rx strength x number of pills x opioid conversion factor)
Time frame: 6-month baseline and 18-month intervention
Change in Average Per-clinician Weekly Proportion of Chronic Patients Prescribed a High Dose Opioid (=> 50 MME Daily Dose Rxs) Between Baseline and Intervention
Change = (18-month intervention average per-clinician weekly proportion - 6-month baseline average per-clinician weekly proportion). Proportion = number of chronic patients who received Rx =\> 50 MME per-clinician, per-week/total patients who received opioid Rx per-clinician, per-week
Time frame: 6-month baseline and 18-month intervention
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