Table 3

Multivariate Models Assessing Factors Associated With Primary Care Physicians’ Ordering of Lung Cancer Screening Tests

FactorOrdered Chest Radiograph OR (95% CI)Ordered LDCT OR (95% CI)
Physician characteristics
Years since graduation from medical school
 <101.01.0
 10–191.2 (0.7–2.3)1.7 (0.9–3.3)
 20–292.2 (1.2–4.1)a3.0 (1.5–5.9)a
 ≥301.5 (0.8–3.0)2.5 (1.3–5.0)
Sex
 Male1.01.0
 Female1.2 (0.8–1.8)0.8 (0.5–1.4)
Specialty
 Family medicine/general practice1.01.0
 General internal medicine1.2 (0.8–1.7)1.6 (1.1–2.4)a
Board certified
 Yes1.01.0
 No0.8 (0.5–1.3)0.9 (0.6–1.5)
Practice characteristics
Primary practice arrangement
 Full/part owner of practice1.6 (1.0–2.3)1.4 (0.9–2.1)
 Employee or other/missing1.01.0
Practice size (number of physicians)
 11.01.0
 2–50.1 (0.7–1.7)1.5 (0.9–2.5)
 6–151.4 (0.8–2.4)1.9 (1.1–3.3)a
 ≥16/missing0.6 (0.3–1.1)1.3 (0.7–2.7)
Census region
 Northeast1.01.0
 Midwest0.7 (0.5–1.2)0.8 (0.5–1.4)
 West1.0 (0.6–1.6)0.8 (0.5–1.5)
 South0.8 (0.5–1.4)0.6 (0.3–1.0)
Type of health record system used
 Full EHR1.01.0
 Partial EHR0.7 (0.4–1.2)0.9 (0.4–2.0)
 Transitioning from paper to EHR1.2 (0.7–2.1)0.6 (0.3–1.1)
 Paper charts/missing1.1 (0.7–1.7)0.8 (0.4–1.4)
Patients who are uninsured, %
 0–51.01.0
 6–250.9 (0.6–1.4)1.0 (0.6–1.5)
 ≥26/don’t know/missing0.5 (0.3–1.0)0.6 (0.3–1.1)
Physician beliefs
Believes any expert group recommends lung cancer screening
 No1.01.0
 Yes1.7 (1.1–2.9)a1.8 (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 smokers6.0 (2.3–15.8)a
 No patients1.0
Physician practice style
Patient volume during a typical week
 ≤751.01.0
 76–1001.7 (1.1–2.7)a1.1 (0.7–1.9)
 101–1251.6 (1.0–2.6)1.0 (0.6–1.8)
 ≥126/missing1.1 (0.7–1.8)1.5 (0.8–3.0)
Intensity of colorectal cancer screening recommendations
 Low/moderate1.01.0
 High1.0 (0.6–1.4)0.7 (0.5–1.1)
 Unknown1.3 (0.5–3.1)0.9 (0.4–1.8)
Types of patients for whom physician recommends lung cancer screening
 All, regardless of smoking exposure14.6 (7.0–30.4)a2.1 (1.1–4.0)a
 Any smoking exposure, active or passive4.6 (3.1–6.8)a2.9 (1.7–5.0)a
 Current and/or former smokers only2.4 (1.5–4.0)a2.4 (1.4–4.2)a
 None1.01.0
Patient influence
Number of patients who have asked about lung cancer screening in past 12 months
 01.01.0
 1–52.7 (1.8–3.9)a1.8 (1.1–3.0)a
 6–102.9 (1.9–4.6)a2.0 (1.1–3.5)a
 >105.3 (3.2–8.8)a3.2 (1.9–5.6)a
 Unknown1.3 (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.