Journal of public health dentistry · 2026
Key Predictors of Oral Health Service Utilization Among Working-Age Adults With and Without Depression in the United States.
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Amedari McKing Izeiza, Heaton Lisa J, Dobbs Thomas, Grayson Bernadette, Agbonlahor Osayande, Walker Benjamin
Аннотация
OBJECTIVE: The study aimed to determine the key factors that predict oral health care utilization among persons with and without depression.
METHODS: Data from 17,525 working-age adults from the 2022 National Health Interview Survey were analyzed. Survey-weighted Poisson regression models estimated the population-level associations between sociodemographic factors (e.g., income, education, last medical visit) and a report of no past-year dental visit and Delayed Dental Care due to cost (DDC), while Random Forest (RF) permutation importance quantified each variable's contribution to predictive discrimination for individuals with or without depression.
RESULTS: The adjusted prevalence (aPR) of no past-year dental visit and DDC was greater among those with depression compared to those without depression (39.6% vs. 35.3% aPR = 1.12; 95% confidence interval (CI), 1.06 to 1.18) and (26.6% vs. 17.8%, aPR = 1.47, 95% CI, 1.35, 1.59), respectively. Our RF models demonstrated an acceptable range of discrimination for both outcomes (AUC range: 0.67-0.73) across the subgroups by depression status. Income was the most important variable contributing most to all four models' discrimination, regardless of depression status, suggesting a cross-cutting impact on oral health service utilization regardless of depression status.
CONCLUSION: Individuals with depression were less likely to visit the dentist and more likely to report cost-related delayed dental care than those without depression. Further, income was an important factor impacting oral health care-seeking behavior.
METHODS: Data from 17,525 working-age adults from the 2022 National Health Interview Survey were analyzed. Survey-weighted Poisson regression models estimated the population-level associations between sociodemographic factors (e.g., income, education, last medical visit) and a report of no past-year dental visit and Delayed Dental Care due to cost (DDC), while Random Forest (RF) permutation importance quantified each variable's contribution to predictive discrimination for individuals with or without depression.
RESULTS: The adjusted prevalence (aPR) of no past-year dental visit and DDC was greater among those with depression compared to those without depression (39.6% vs. 35.3% aPR = 1.12; 95% confidence interval (CI), 1.06 to 1.18) and (26.6% vs. 17.8%, aPR = 1.47, 95% CI, 1.35, 1.59), respectively. Our RF models demonstrated an acceptable range of discrimination for both outcomes (AUC range: 0.67-0.73) across the subgroups by depression status. Income was the most important variable contributing most to all four models' discrimination, regardless of depression status, suggesting a cross-cutting impact on oral health service utilization regardless of depression status.
CONCLUSION: Individuals with depression were less likely to visit the dentist and more likely to report cost-related delayed dental care than those without depression. Further, income was an important factor impacting oral health care-seeking behavior.