Multivariate Models Assessing Factors Associated With Primary Care Physicians’ Ordering of Lung Cancer Screening Tests
Factor | Ordered Chest Radiograph OR (95% CI) | Ordered LDCT OR (95% CI) |
---|---|---|
Physician characteristics | ||
Years since graduation from medical school | ||
<10 | 1.0 | 1.0 |
10–19 | 1.2 (0.7–2.3) | 1.7 (0.9–3.3) |
20–29 | 2.2 (1.2–4.1)a | 3.0 (1.5–5.9)a |
≥30 | 1.5 (0.8–3.0) | 2.5 (1.3–5.0) |
Sex | ||
Male | 1.0 | 1.0 |
Female | 1.2 (0.8–1.8) | 0.8 (0.5–1.4) |
Specialty | ||
Family medicine/general practice | 1.0 | 1.0 |
General internal medicine | 1.2 (0.8–1.7) | 1.6 (1.1–2.4)a |
Board certified | ||
Yes | 1.0 | 1.0 |
No | 0.8 (0.5–1.3) | 0.9 (0.6–1.5) |
Practice characteristics | ||
Primary practice arrangement | ||
Full/part owner of practice | 1.6 (1.0–2.3) | 1.4 (0.9–2.1) |
Employee or other/missing | 1.0 | 1.0 |
Practice size (number of physicians) | ||
1 | 1.0 | 1.0 |
2–5 | 0.1 (0.7–1.7) | 1.5 (0.9–2.5) |
6–15 | 1.4 (0.8–2.4) | 1.9 (1.1–3.3)a |
≥16/missing | 0.6 (0.3–1.1) | 1.3 (0.7–2.7) |
Census region | ||
Northeast | 1.0 | 1.0 |
Midwest | 0.7 (0.5–1.2) | 0.8 (0.5–1.4) |
West | 1.0 (0.6–1.6) | 0.8 (0.5–1.5) |
South | 0.8 (0.5–1.4) | 0.6 (0.3–1.0) |
Type of health record system used | ||
Full EHR | 1.0 | 1.0 |
Partial EHR | 0.7 (0.4–1.2) | 0.9 (0.4–2.0) |
Transitioning from paper to EHR | 1.2 (0.7–2.1) | 0.6 (0.3–1.1) |
Paper charts/missing | 1.1 (0.7–1.7) | 0.8 (0.4–1.4) |
Patients who are uninsured, % | ||
0–5 | 1.0 | 1.0 |
6–25 | 0.9 (0.6–1.4) | 1.0 (0.6–1.5) |
≥26/don’t know/missing | 0.5 (0.3–1.0) | 0.6 (0.3–1.1) |
Physician beliefs | ||
Believes any expert group recommends lung cancer screening | ||
No | 1.0 | 1.0 |
Yes | 1.7 (1.1–2.9)a | 1.8 (1.2–2.8)a |
Believes LDCT is effective for | ||
Never, former, and current smokers (all 3) | – | 8.2 (3.3–20.6)a |
Never, former, or current smokers | – | 6.0 (2.3–15.8)a |
No patients | – | 1.0 |
Physician practice style | ||
Patient volume during a typical week | ||
≤75 | 1.0 | 1.0 |
76–100 | 1.7 (1.1–2.7)a | 1.1 (0.7–1.9) |
101–125 | 1.6 (1.0–2.6) | 1.0 (0.6–1.8) |
≥126/missing | 1.1 (0.7–1.8) | 1.5 (0.8–3.0) |
Intensity of colorectal cancer screening recommendations | ||
Low/moderate | 1.0 | 1.0 |
High | 1.0 (0.6–1.4) | 0.7 (0.5–1.1) |
Unknown | 1.3 (0.5–3.1) | 0.9 (0.4–1.8) |
Types of patients for whom physician recommends lung cancer screening | ||
All, regardless of smoking exposure | 14.6 (7.0–30.4)a | 2.1 (1.1–4.0)a |
Any smoking exposure, active or passive | 4.6 (3.1–6.8)a | 2.9 (1.7–5.0)a |
Current and/or former smokers only | 2.4 (1.5–4.0)a | 2.4 (1.4–4.2)a |
None | 1.0 | 1.0 |
Patient influence | ||
Number of patients who have asked about lung cancer screening in past 12 months | ||
0 | 1.0 | 1.0 |
1–5 | 2.7 (1.8–3.9)a | 1.8 (1.1–3.0)a |
6–10 | 2.9 (1.9–4.6)a | 2.0 (1.1–3.5)a |
>10 | 5.3 (3.2–8.8)a | 3.2 (1.9–5.6)a |
Unknown | 1.3 (0.2–8.4) | 1.7 (0.4–7.4) |
EHR = electronic health record; LDCT = low-dose spiral computed tomography; OR = odds ratio.
Note: Race/ethnicity, geographic location, and medical school affiliation were not included in the models because these measures were not statistically significant in bivariate analyses at P <.10.
↵a Indicate a statistically significant odds ratio.