Highly public anti-Black violence in the United States may cause widely experienced distress for Black Americans. This study identifies 49 publicized incidents of racial violence and quantifies national interest based on Google searches; incidents include police killings of Black individuals, decisions not to indict or convict the officer involved, and hate crime murders. Weekly time series of population mental health are produced for 2012 through 2017 using two sources: 1) Google Trends as national search volume for psychological distress terms and 2) the Behavioral Risk Factor Surveillance System (BRFSS) as average poor mental health days in the past 30 d among Black respondents (mean weekly sample size of 696). Autoregressive moving average (ARMA) models accounted for autocorrelation, monthly unemployment, season and year effects, 52-wk lags, news-related searches for suicide (for Google Trends), and depression prevalence and percent female (for BRFSS). National search interest varied more than 100-fold between racial violence incidents. Black BRFSS respondents reported 0.26 more poor mental health days during weeks with two or more racial incidents relative to none, and 0.13 more days with each log10 increase in national interest. Estimates were robust to sensitivity tests, including controlling for monthly number of Black homicide victims and weekly search interest in riots. As expected, racial incidents did not predict average poor mental health days among White BRFSS respondents. Results with national psychological distress from Google Trends were mixed but generally unsupportive of hypotheses. Reducing anti-Black violence may benefit Black Americans’ mental health nationally. Significance Violent acts that are widely publicized and perceived as anti-Black may harm the mental health of observers, particularly Black Americans. We identified 49 incidents of racial violence in the United States, occurring between 2013 and 2017 and receiving widely varying levels of search interest. We show that Black but not White Americans reported poorer mental health in weeks when two incidents of anti-Black violence occurred and when national interest was higher. Reducing racial violence, including police killings of Black individuals, is likely to benefit the mental health of Black Americans nationally.
Background: Health care costs and utilization for those with an intellectual or developmental disability (IDD) have been shown to be higher than the general population.Objective: To investigate the services that contribute to higher costs and utilization among noninstitutionalized children with an IDD.Design: Matched case-control secondary analysis of the 2000–2017 Medical Expenditure Panel Survey. Pediatric (age 0–21) patients with an IDD were matched to non-IDD subjects. Health care utilization and costs were evaluated with zero-inflated negative binomial regressions and generalized linear models, respectively.Measures: Outcome measures included high-acuity health care utilization [ie, emergency department (ED) visits and hospital admissions], and cost outcomes for total spending, ED use, hospitalization, medications, office visits, home health, and physical therapy.Results: There was no statistical difference in utilization of EDs among the 2 groups though subjects with an IDD showed more hospitalizations than their matched cohort (incidence rate ratios=1.63,P=0.00). Total health care spending was higher among patients with an IDD (coefficient=$5831,P=0.00). Pediatric spending was higher in all measures except for ED. The biggest discrepancies in spending were seen in home health (coefficient=$2558,P=0.00) and outpatient visits (coefficient=$1180,P=0.00).Conclusions: Pediatric patients with an IDD had higher health care spending and utilization than non-IDD subjects in all categories except for ED use.
COVID-19 vaccination has significantly decreased morbidity, hospitalizations, and death during the pandemic. However, disparities in vaccination uptake threatens to stymie the progress made in safeguarding the health of Americans. Using a nationally representative adult (≥18 years old) sample from the 2021 Medical Expenditure Panel Survey (MEPS), we aimed to explore disparities in COVID-19 vaccine and booster uptake by income levels. To reflect the nature of the survey, a weighted logistic regression analysis was used to explore factors associated with COVID-19 vaccine and booster uptake. A total of 241,645,704 (unweighted n = 21,554) adults were included in the analysis. Average (SD) age of the population was 49 (18) years old, and 51% were female. There were disparities in COVID-19 vaccine and booster uptake by income groups. All other income groups were less likely to receive COVID-19 vaccines and booster shot than those in the high-income group. Those in the poor income group had 55% lower odds of being vaccinated for COVID-19 (aOR = 0.45, p<0.01). Considering the female population only, women with lower incomes may have greater disparities in access to COVID-19 vaccines than do males with lower incomes. Disparities in COVID-19 vaccination by income may have even greater implications as the updated vaccines are rolled out in the US without the government covering the cost as before.
Head and neck cancer (HNC) risk prediction models based on risk factor profiles have not yet been developed. We took advantage of the large database of the International Head and Neck Cancer Epidemiology (INHANCE) Consortium, including 14 US studies from 1981–2010, to develop HNC risk prediction models. Seventy percent of the data were used to develop the risk prediction models; the remaining 30% were used to validate the models. We used competing-risk models to calculate absolute risks. The predictors included age, sex, education, race/ethnicity, alcohol drinking intensity, cigarette smoking duration and intensity, and/or family history of HNC. The 20-year absolute risk of HNC was 7.61% for a 60-year-old woman who smoked more than 20 cigarettes per day for over 20 years, consumed 3 or more alcoholic drinks per day, was a high school graduate, had a family history of HNC, and was non-Hispanic white. The 20-year risk for men with a similar profile was 6.85%. The absolute risks of oropharyngeal and hypopharyngeal cancers were generally lower than those of oral cavity and laryngeal cancers. Statistics for the area under the receiver operating characteristic curve (AUC) were 0.70 or higher, except for oropharyngeal cancer in men. This HNC risk prediction model may be useful in promoting healthier behaviors such as smoking cessation or in aiding persons with a family history of HNC to evaluate their risks.
Poorly executed transitions in care from hospital to home are associated with increased vulnerability to adverse medication events and hospital readmissions, and also excess healthcare costs. Efforts to improve care coordination on hospital discharge have been shown to reduce hospital readmission rates but often rely on interventions that are not fully integrated within the primary care setting. The Patient Centered Medical Home (PCMH) model, whose core principles include care coordination in the posthospital setting, is an approach that addresses transitions in care in a more integrated fashion. We examined the impact of multicomponent transition management (TM) services on hospital readmission rates and time to hospital readmission among 118 patients enrolled in a TM program that is part of Care By Design, the University of Utah Community Clinics' version of the PCMH. We conducted a retrospective analysis comparing outcomes for patients before receiving TM services with outcomes for the same patients after receiving TM services. The all-cause 30-day hospital readmission rate decreased from 17.9% to 8.0%, and the mean time to hospital readmission within 180 days was delayed from 95 to 115 days. These findings support the effectiveness of TM activities integrated within the primary care setting.
Objective: The aim of this study was to examine the association between the length of time between an emergency department (ED) visit and the subsequent initiation of physical therapist intervention for low back pain (LBP) on 1-year LBP-related health care utilization (ie, surgery, advanced imaging, injections, long-term opioid use, ED visits) and costs. Methods: This retrospective cohort study focused on individuals who consulted the ED for an initial visit for LBP. Claims from a single statewide, all-payers database were used. LBP-related health care use and costs for the 12 months after the ED visit were extracted. Poisson and general linear models weighted with inverse probability treatment weights were used to compare the outcomes of patients who attended physical therapy early or delayed after the ED visit. Results: Compared with the delayed physical therapy group (n = 94), the early physical therapy group (n = 171) had a lower risk of receiving lumbar surgery (relative risk [RR] = 0.47, 95% CI = 0.26–0.86) and advanced imaging (RR = 0.72, 95% CI = 0.55–0.95), and they were less likely to have long-term opioid use (RR = 0.45, 95% CI = 0.28–0.76). The early physical therapy group incurred lower costs (mean = $3,806, 95% CI = $1,998–$4,184) than those in the delayed physical therapy group (mean = $8,689, 95% CI = $4,653–$12,727). Conclusion: Early physical therapy following an ED visit was associated with a reduced risk of using some types of health care and reduced health care costs in the 12 months following the ED visit. Impact Statement: The ED is an entry point into the health care system for patients with LBP. Until now, the impact of the length of time between an ED visit and physical therapy for LBP has not been well understood. This study shows that swift initiation of physical therapy following an ED visit for LBP is associated with lower LBP-related health utilization for some important outcomes and lower LBP-related health care costs.