To determine factors associated with the utilization of palliative care (PC) in patients with metastatic gynecologic cancer who died while hospitalized. Data were abstracted from the National Inpatient Sample database for patients with cervical, uterine, and ovarian cancers from 2005 to 2011. Chi-squared and logistic regression models were used for statistical analyses. Of 4559 women (median age: 65 years; range: 19-102), 1066 (23.4%) utilized PC. Patients were 24.9% low socioeconomic status (SES), 23.9% low-middle, 23.7% middle-high, and 25.1% high SES. Medicare, Medicaid, and private insurance coverage were listed at 46.2%, 37.5%, 11.3% of patients; 36.2%, 21.1%, 18.1%, 24.6% were treated in the South, West, Midwest, and Northeast. Over the 7 year study period, the use of PC increased from 12% to 45%. Older age (odds ratio [OR]: 1.36; 95% CI: 1.11-1.68; P = .003), high SES (OR: 1.41; 95% CI: 1.12-1.78; P = .003), more recent treatment (OR: 9.22; 95% CI: 6.8-12.51; P < .0001), private insurance (OR: 1.81; 95% CI: 1.46-2.25; P < .001), and treatment at large-volume hospitals (OR: 1.36; 95% CI: 1.04-1.77; P = .02), Western (OR: 2.00; 95% CI: 1.61-2.49; P < .001) and Midwestern hospitals (OR: 1.35; 95% CI: 1.08-1.68; P = .001) were associated with higher utilization of PC. The use of inpatient PC for patients with gynecologic cancer increased over time. The lower utilization of PC for terminal illness was associated with younger age, lower SES, government-issued insurance coverage, and treatment in Southern and smaller volume hospitals, and warrants further attention.

The purpose of this study was to determine the disparities and trends in demographics, social behaviors, and occupations for cadmium exposure in the U.S. Data were obtained from the NHANES database from 2007 to 2016. Analysis of variance tests were used to compare the association of the geometric mean values of urinary cadmium levels and various demographic and behavioral characteristics. We also conducted multivariable logistic regression while adjusting for these factors to determine the risk of toxic urinary cadmium levels (≥2 µg/g) across various patient characteristics. Of the 9639 participants, 52.8% were ≥45 years old, 51.7% female, and 48.3% male. White, Black, Mexican American, other Hispanic, and Asian comprised 66.4%, 11.5%, 8.7%, 5.8%, and 5.5%, respectively. Over 82% of participants were U.S. born. A total of 19.6% were current smokers. On multivariate analysis, older age (OR: 8.87), current smoking (OR = 5.74), Asian race (OR = 4.52), female sex (OR = 4.32), and foreign nativity (OR = 1.83) were significantly associated with higher cadmium levels. Older, Asian, foreign-born females showed a measurement of 0.69 μg/g, a value more than three-fold the sample population’s mean of 0.20 μg/g. A trend analysis demonstrated a cadmium level decrease over time (OR = 0.47). Asians had the highest urinary cadmium levels, especially older, foreign-born females. Smoking and poverty were also associated with significant elevations in cadmium levels.