Laurel Milam

Relationships Between Health Literacy and Genomics-Related Knowledge, Self-Efficacy, Perceived Importance, and Communication in a Medically Underserved Population

The increasing importance of genomic information in clinical care heightens the need to examine how individuals understand, value, and communicate about this information. Based on a conceptual framework of genomics-related health literacy, we examined whether health literacy was related to knowledge, self-efficacy, and perceived importance of genetics and family health history (FHH) and communication about FHH in a medically underserved population. The analytic sample was composed of 624 patients at a primary care clinic in a large urban hospital. About half of the participants (47%) had limited health literacy; 55% had no education beyond high school, and 58% were Black. In multivariable models, limited health literacy was associated with lower genetic knowledge (β = −0.55, SE = 0.10, p < .0001), lower awareness of FHH (odds ratio [OR] = 0.50, 95% confidence interval [CI; 0.28, 0.90], p = .020), and greater perceived importance of genetic information (OR = 1.95, 95% CI [1.27, 3.00], p = .0022) but lower perceived importance of FHH information (OR = 0.47, 95% CI [0.26, 0.86], p = .013) and more frequent communication with a doctor about FHH (OR = 2.02, 95% CI [1.27, 3.23], p = .0032). The findings highlight the importance of considering domains of genomics-related health literacy (e.g., knowledge, oral literacy) in developing educational strategies for genomic information. Health literacy research is essential to avoid increasing disparities in information and health outcomes as genomic information reaches more patients.

Racial and Ethnic Heterogeneity in Self-Reported Diabetes Prevalence Trends Across Hispanic Subgroups, National Health Interview Survey, 1997–2012

Introduction We examined racial/ethnic heterogeneity in self-reported diabetes prevalence over 15 years. Methods We used National Health Interview Survey data for 1997 through 2012 on 452,845 adults aged 18 years or older. Annual self-reported diabetes prevalence was estimated by race/ethnicity and education. We tested for trends over time by education and race/ethnicity. We also analyzed racial/ethnic and education trends in average annual prevalence. Results During the 15 years studied, diabetes prevalence differed significantly by race/ethnicity (P < .001) and by Hispanic subgroup (P < .001). Among participants with less than a high school education, the 5-year trend in diabetes prevalence was highest among Cubans and Cuban Americans (β5YR = 4.8, P = .002), Puerto Ricans (β5YR = 2.2, P = .06), non-Hispanic blacks (β5YR = 2.2, P < .001), and non-Hispanic whites (β5YR = 2.1, P < .001). Among participants with more than a high school education, non-Hispanic blacks had the highest average annual prevalence (5.5%) and Puerto Ricans had the highest 5-year trend in annual diabetes prevalence (β5YR = 2.6, P = .001). Conclusions In this representative sample of US adults, results show ethnic variations in diabetes prevalence. The prevalence of diabetes is higher among Hispanics than among non-Hispanic whites, unevenly distributed across Hispanic subgroups, and more pronounced over time and by education. Findings support disaggregation of data for racial/ethnic populations in the United States to monitor trends in diabetes disparities and the use of targeted, culturally appropriate interventions to prevent diabetes.

Postoperative opioid prescribing practices and the impact of the hydrocodone schedule change

Background: In 2014, hydrocodone was moved from Schedule III to II, thus it could no longer be “called in” to a pharmacy. We analyzed current postoperative opioid prescribing patterns and the impact of the schedule change on the type and amount prescribed. Methods: Opioid prescriptions for common surgeries at 1 medical center from 2013 to 2016 were analyzed retrospectively. Milligram morphine equivalents prescribed before and after the schedule change were compared by t tests, and interrupted time series models and drug frequencies were compared by χ2 and Fisher exact tests. Results: Data from 7,046 patients (7,361 prescriptions) after 29 different operations were analyzed. Milligram morphine equivalents prescribed for minor open procedures ranged from 211 to 342 milligram morphine equivalents, from 323 to 1297 for major open procedures, from 238 to 359 for basic laparoscopic procedures, and from 221 to 868 for complex laparoscopic procedures. Mean milligram morphine equivalents prescribed were not affected for most procedures, but over the entire population, milligram morphine equivalents prescribed began decreasing after the rule change. The percentage of hydrocodone prescriptions decreased after the rule change (from 33.8% down to 27.0%) and oxycodone and tramadol prescriptions increased. Conclusion: Before versus after the rule change, hydrocodone prescriptions decreased and oxycodone and tramadol prescriptions increased. Milligram morphine equivalents prescribed varied considerably across and within classes of procedures, but the schedule change did not affect mean milligram morphine equivalents prescribed for most procedures.

Failure to meet aerobic fitness standards among urban elementary students

The aim of this study was to explore the relationship of aerobic fitness with the elementary school environment and student characteristics among 4th and 5th grade children attending urban public schools in St. Louis, MO, USA. This cross-sectional study was conducted during 2012–2015 and included 2381 children (mean age 10.5 y) who completed the FITNESSGRAM® 20-m Progressive Aerobic Cardiovascular Endurance Run. Healthy Fitness Zone (HFZ) was defined according to FITNESSGRAM® aerobic capacity criteria. Other student-level variables included age, race, National School Lunch Program eligibility, BMI z-score, weight status, and daily pedometer steps. School environment variables included playground features and playground safety, physical education and recess practices, and school census tract data on vacant houses and median household income. Bivariate analyses with sex stratification were used to identify student-level and school-level predictors of failure to achieve the aerobic HFZ; predictors were then included in a multivariable logistic regression model. Failure to meet the aerobic HFZ was observed among 33% of boys and 57% of girls. School environment was not predictive, but higher age and fewer daily steps were: each additional year of age was associated with 41% higher odds of failing to meet the aerobic HFZ among boys and 100% higher odds among girls. Conversely, each additional 1000 daily steps was associated with 15% (boys) and 13% (girls) lower odds of failure. Obesity posed a 60% higher risk of failure to meet HFZ among girls. These results highlight the importance of childhood physical activity opportunities, especially for girls residing in low-resource areas.

Social Belonging as a Predictor of Surgical Resident Well-being and Attrition

OBJECTIVE In light of the predicted shortage of surgeons, attrition from surgical residency is a significant problem. Prior data have shown that those who are happier are more productive, and those who are less well have higher rates of absenteeism. This study sought to identify the role of social belonging and its relationship to well-being and risk of attrition. DESIGN Surgical residents were invited to participate in an online survey containing measures of social belonging (a 10-item scale adapted from previous studies), well-being (the Dupuy Psychological General Well-Being Scale, Beck Depression Inventory Short Form, and Maslach Burnout Inventory), and risk of attrition (indicated by frequency of thoughts of leaving the program). SETTING We surveyed residents at 2 tertiary care centers, Stanford Health Care (2010, 2011, and 2015) and Washington University in St. Louis (2017). PARTICIPANTS Categorical general surgery residents, designated preliminary residents going into 7 surgical subspecialties, and nondesignated preliminary residents were included. RESULTS One hundred sixty-nine residents responded to the survey for a response rate of 66%. Belonging was positively correlated with general psychological well-being (r = 0.56, p < 0.0001) and negatively correlated with depression (r = -0.57, p < 0.0001), emotional exhaustion (r = -0.58, p < 0.0001), and depersonalization (r = -0.36, p < 0.0001). Further, belonging was negatively correlated with frequency of thoughts of leaving residency (r = -0.45, p < 0.0001). In regression analysis controlling for demographic variables, belonging was a significant positive predictor of psychological well-being (B = 0.95, t = 8.18, p < 0.0001) and a significant negative predictor of thoughts of leaving (B = -1.04, t = -5.44, p < 0.0001). CONCLUSIONS Social belonging has a significant positive correlation with well-being and negative correlation with thoughts of leaving surgical training. Lack of social belonging appears to be a significant predictor of risk of attrition in surgical residency. Efforts to enhance social belonging may protect against resident attrition.