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. Author manuscript; available in PMC: 2022 May 1.
Published in final edited form as: J Health Econ. 2021 Feb 23;77:102442. doi: 10.1016/j.jhealeco.2021.102442

Table A6.b:

Regression Results for Low-Value Care and Opioid Prescribing: All “Reason for Visit” Denominator

Antibiotics Opioids Lower Back Pain
Not
Appropriate
Potentially
Appropriate
Opioid
Naive
Only
All
Patients
Any Imaging Xray Advanced Imaging PT Referral
Net schedule change 0.0008
(0.0009)
−0.0001
(0.0012)
−0.0002
(0.0005)
−0.0007
(0.0005)
0.000561
(0.00107)
0.000765
(0.00108)
−0.000312
(0.000405)
−0.000390
(0.000640)
N 20,849 11,045 43,518 55,320 13673 13673 13673 13673
Mean 0.42 0.67 0.12 0.23 0.217 0.191 0.0324 0.0696

Note: Time pressure variables are measured in terms of 10 minutes. All regressions include controls for patient demographics (age dummies, race/ethnicity, sex, language, insurance type, number of reasons for visit, whether the patient had seen the PCP within the past year), past utilization (dummy variables measuring the number of inpatient visits, the number of outpatient visits, the number of ED visits, and the number of specialist visits in the six months prior to the visit), interactions between demographics and past utilization, and a set of fixed effects for provider, month by year pairs, week of month, day of week, holidays, hour of day in which the visit is scheduled, and scheduled visit length. Standard errors clusters at provider level are in parentheses.

*

if p-value < 0.1

**

if p< 0.05 and

***

if p < 0.01.