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Variation in Clinician Advice to Modify Health Risk Behaviors: A Cross-Sectional Study
Rebecca D Sullenger1, Benjamin D Sommers2
1Duke University School of Medicine, Durham, North Carolina; Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Introduction:
Clinician's advice to modify health behaviors can vary by patient race/ethnicity and sex, although prior studies are mixed and show variation over time. Research examining the role of insurance type is limited.
Methods:
The 2022 National Health Information Survey was analyzed in 2024 to estimate survey-weighted proportions of receiving clinician advice and associations with demographic factors among 3 at-risk groups: (1) adults who smoke cigarettes; (2) adults who engage in heavy drinking; and (3) adults with diabetes, hypertension, and/or obesity, who are insufficiently active.
Results:
In each relevant population, 47.5% received advice to quit smoking, 6.8% received advice to decrease drinking, and 35.7% received advice to increase physical activity. The odds of receiving advice to quit smoking were lower among non-Hispanic Black (AOR=0.68, 95% CI=0.53, 0.87) and Hispanic adults (AOR=0.46, 95% CI=0.30, 0.69) than among non-Hispanic White adults, and among adults with no insurance (AOR=0.36, 95% CI=0.24, 0.56) and private insurance (AOR=0.55, 95% CI=0.39, 0.77) than among those with Medicare. Men had higher odds (AOR=2.36, 95% CI=1.84, 3.02) of being advised to decrease drinking. Hispanic adults (AOR=1.27, 95% CI=1.05, 1.54) had higher odds of receiving advice to increase physical activity; uninsured adults (AOR=0.51, 95% CI=0.35, 0.73), men (AOR=0.85, 95% CI=0.76, 0.96), and adults aged >64 years had lower odds. Adults aged 18-34 years were the least likely to receive smoking or alcohol counseling.
Conclusions:
Many at-risk adults do not receive clinician's advice to modify relevant health behaviors. Counseling rates vary by patient demographic factors, highlighting opportunities to improve health equity in preventive care.
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