Association of culturally competent care with influenza vaccination coverage in the United States.

BACKGROUND: Cultural minority groups in the United States have lower vaccination rates or worse influenza-related outcomes. Culturally competent care, which aims to engage the social, cultural, and linguistic needs of all patients, may address some of these disparities. OBJECTIVE: We investigate how self-reported measures of culturally competent care is associated with influenza vaccination rates in the United States. METHODS: The National Health Interview Survey (NHIS) 2017 was queried for respondents asked a set of questions which assessed respondents' access to culturally competent care in the past year. The outcome of interest was self-reported receipt of the annual influenza vaccine. Sample-weighted multivariable logistic regressions estimated the adjusted odds ratios and 95 % confidence intervals (95 %CI) of influenza vaccination with response to the cultural competency survey questions as the dependent variable of interest. Subsequent marginal modeling predicted the adjusted vaccination rates among cultural minorities (racial/ethnic minorities, LGBTQ + adults, foreign-born individuals, and non-English speakers) and respondents with high-risk comorbidities for worse influenza outcomes. Models were adjusted for other known determinants of vaccination coverage. RESULTS: 20,303 sample adults were included in the analyses. There were significantly higher odds of influenza vaccination among respondents who were "always" or "most of the time" treated with respect by their providers (aOR 1.53, 95 %CI [1.23-1.90], P < 0.001), given easy-to-understand information (aOR 1.37, 95 %CI [1.19-1.58], P < 0.001), asked about their opinions or beliefs about their care (aOR 1.29, 95 %CI [1.19-1.39], P < 0.001), and seen by providers who shared or understood their culture (aOR 1.15 95 %CI [1.01-1.30], P = 0.03), compared to their counterparts who responded with "some" or "none of the time" to the same survey questions. Higher adjusted influenza vaccination rates were seen among multiple racial/ethnic groups, LGBTQ + adults, foreign-born individuals, non-English speakers, and individuals with high-risk comorbidities who reported positive responses to the cultural competency survey questions. CONCLUSIONS: We demonstrate a positive association between self-reported frequency of access to culturally competent care and receipt of the annual influenza vaccine. These findings support future efforts to evaluate vaccination outcomes among patients who receive components of culturally competent care, such as linguistically appropriate services, race-concordant healthcare workforce, and community engagement.

Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study.

The unprecedented global crisis brought about by the COVID-19 pandemic has sparked numerous efforts to create predictive models for the detection and prognostication of SARS-CoV-2 infections with the goal of helping health systems allocate resources. Machine learning models, in particular, hold promise for their ability to leverage patient clinical information and medical images for prediction. However, most of the published COVID-19 prediction models thus far have little clinical utility due to methodological flaws and lack of appropriate validation. In this paper, we describe our methodology to develop and validate multi-modal models for COVID-19 mortality prediction using multi-center patient data. The models for COVID-19 mortality prediction were developed using retrospective data from Madrid, Spain (N = 2547) and were externally validated in patient cohorts from a community hospital in New Jersey, USA (N = 242) and an academic center in Seoul, Republic of Korea (N = 336). The models we developed performed differently across various clinical settings, underscoring the need for a guided strategy when employing machine learning for clinical decision-making. We demonstrated that using features from both the structured electronic health records and chest X-ray imaging data resulted in better 30-day mortality prediction performance across all three datasets (areas under the receiver operating characteristic curves: 0.85 (95% confidence interval: 0.83-0.87), 0.76 (0.70-0.82), and 0.95 (0.92-0.98)). We discuss the rationale for the decisions made at every step in developing the models and have made our code available to the research community. We employed the best machine learning practices for clinical model development. Our goal is to create a toolkit that would assist investigators and organizations in building multi-modal models for prediction, classification, and/or optimization.

Acute bilateral ureteropelvic junction obstruction as a rare cause of hypertensive crisis: a case report.

BACKGROUND: Bilateral ureteropelvic junction obstruction is a common cause of secondary hypertension in the pediatric population, often due to congenital malformation. On the other hand, it is less frequently encountered in the adult population and is usually due to an acquired condition, most commonly by a bilaterally obstructing nephrolithiasis causing hydronephrosis and subsequent hypertension. The aim of this study was to investigate and highlight the underlying mechanisms by which acute bilateral ureteropelvic junction obstruction causes hypertensive crisis and why early detection and prompt treatment are necessary to mitigate the effects of elevated blood pressure on target organs. CASE PRESENTATION: A 41-year-old African American man with hypertensive cardiomyopathy presented with anuria. He was found to have elevated blood pressure with evidence of target organ damage on laboratory examination, demonstrated by sudden elevation of his serum creatinine level. He was initially treated with oral and intravenous antihypertensives, with minimal improvement. The work-up was unremarkable apart from the imaging finding of acute bilateral ureteropelvic junction obstruction from obstructing nephrolithiasis causing hydronephrosis. Bilateral ureteral stents were placed for decompression, with resolution of the hypertensive crisis and improvement of renal function. CONCLUSION: This case highlights the importance of prompt diagnosis and treatment of underlying acute bilateral ureteropelvic junction obstruction to mitigate the deleterious effects of sudden blood pressure elevation on target organs.

Disparities in psychological distress and access to mental health services among immigrants with rheumatologic disease.

INTRODUCTION: Patients with rheumatologic disease experience higher rates of comorbid mental health diseases than those without. Although mental health services (MHS) can improve musculoskeletal functional outcomes, access to MHS has been limited among vulnerable populations in the United States (US). The purpose of this study was to investigate contemporary patterns of severe psychological distress and receipt of MHS among immigrant populations with rheumatologic disease in the US. METHODS: The National Health Interview Survey was queried for patients with rheumatologic disease from 2009 to 2018. Patient demographics, severe psychological distress, and receipt of MHS were collected and/or calculated. Multivariable logistic regressions assessed for factors associated with decreased receipt of MHS and severe psychological distress. RESULTS: Immigrant patients with rheumatologic disease had higher rates of severe psychological distress than US-born patients (7.7% vs. 6.5%, p < 0.001), but were less likely to access MHS (8.3% vs. 11.0%, p < 0.001). Among immigrant patients, factors associated with lower MHS receipt included being Black (AOR 0.50, 95% CI 0.32-0.77, p = 0.002), Hispanic (AOR 0.80, 95% CI 0.30-1.00, p = 0.050), Asian (AOR 0.44, 95% CI 0.31-0.63, p < 0.001), older (p < 0.001), uninsured (p < 0.001), and having self-reported poor health (p < 0.001). DISCUSSION: Immigrant patients with rheumatologic disease in the US had higher rates of severe psychological distress yet were less likely to receive MHS compared to US-born patients. Immigrants with rheumatologic illness were less likely to receive MHS if they were male, Black, Hispanic, Asian, older, lower income, or uninsured. This lack of MHS receipt may contribute to disparities in functional outcomes seen in immigrant minorities with musculoskeletal disease. Key Points • Immigrant patients with rheumatologic disease in the US had higher rates of severe psychological distress yet were less likely to receive MHS compared to US-born patients between 2009 and 2018 • Immigrants with rheumatologic illness were less likely to receive MHS if they were Black, Hispanic, Asian, older, lower income, or uninsured • Future efforts to carefully screen for mental health diseases in these vulnerable patient populations should be made while exploring patient-specific cultural considerations of MHS receipt.

Socioeconomic disparities in healthcare utilization for atherosclerotic cardiovascular disease.

BACKGROUND: The impact of the social determinants of health on healthcare utilization for patients with atherosclerotic cardiovascular disease (ASCVD) remains incompletely characterized. METHODS: We queried the National Health Interview Survey from 2000-2018 to examine disparities in healthcare utilization metrics by education, income-to-poverty ratio, and health insurance coverage for adults with self-reported ASCVD. RESULTS: We show that, while education and income-to-poverty ratios demonstrated significant disparities for provider visits and preventive screenings, the largest disparities were noted for health insurance coverage. CONCLUSIONS: These trends suggest that efforts to expand private or government insurance to improve coverage for patients with ASCVD may address healthcare utilization-based disparities.

Rural-Urban Differences in Influenza Vaccination Among Adults in the United States, 2018-2019.

Objectives. To provide adjusted rates of self-reported receipt of the influenza vaccine in the 2018-2019 flu season among adults in large metropolitan, medium and small metropolitan, and nonmetropolitan areas of the United States by age group, gender, and race. Methods. We queried the 2019 National Health Interview Survey for respondents aged 18 years and older. To provide national estimates of influenza vaccination coverage, we performed sample-weighted multivariable logistic regressions and predicted marginal modeling while adjusting for age, gender, race/ethnicity, and urban-rural household designation. Results. After weighting, 48.1%, 46.2%, and 43.6% of adults from large metropolitan, small and medium metropolitan, and nonmetropolitan areas, respectively, received the influenza vaccine. Additionally, there was a trend toward declining influenza vaccination status from large metropolitan to rural areas in all age groups, both genders, and multiple racial/ethnic groups. Conclusions. Self-reported influenza vaccination rates were lower in rural than in urban areas among adults of all age groups and both genders. Using community leaders for health promotion, augmentation of the community health care workforce, and provision of incentives for providers to integrate influenza vaccination in regular visits may expand influenza vaccine coverage. (Am J Public Health. 2022;112(2):304-307. https://doi.org/10.2105/AJPH.2021.306575).

Self-reported cultural competency measures among patients with diabetes: A nationwide cross-sectional study in the United States.

Background: Culturally tailored interventions may reduce disparities in diabetes care. We conducted a nationally representative assessment of self-reported cultural competency measures of care among patients with diabetes in the United States. Methods: The 2017 National Health Interview Survey was queried for adults with self-reported diabetes. Sample weight-adjusted multivariable logistic regressions defined adjusted odds ratios and 95% confidence intervals of a positive response to each of the cultural competency measures while controlling for relevant sociodemographic variables. Findings: 2,448 adults were included in the analyses. Black, Latinx, and Asian respondents had greater odds of and individuals with the highest income level had lower odds of placing greater importance in sharing cultures with their provider. Black and Latinx individuals had lower odds of reporting encountering providers who shared or understood their cultures. Asians had lower odds of and respondents aged 40-64 and 65 years and older had greater odds of reporting frequently being treated with respect by their providers. Non-English speakers had lower odds of and individuals from higher income brackets had greater odds of reporting frequently receiving easy-to-understand information about their care. Blacks and respondents not part of the workforce had greater odds of reporting frequently being asked about their opinions or beliefs in care. Interpretation: Disparities in self-reported provider cultural competency measures exist among cultural minorities in the United States. Our findings may inform efforts to reduce disparities and improve care among minorities with diabetes. Funding: No funding was used in the preparation of this work.

Bladder Cancer and Google Trends: Associations Between US Search Patterns and Disease Outcomes May Show Need for Improved Awareness Strategies.

Interest in and awareness of bladder cancer may translate to better health-seeking behaviors and earlier detection, given modifiable risk factors such as smoking. We assessed bladder cancer interest in the USA over the past 15 years as reflected by Internet search trends, and correlated these trends with epidemiologic patterns in bladder cancer. Google Trends was used to estimate US bladder cancer interest in the unit search volume index (SVI), which estimates the volume of online search activity for a specified period relative to the highest volume of searches within a specified location. Between January 2004 and June 2019, SVIs were collected for the search term "bladder cancer" and other related search terms. To evaluate the effect of public awareness campaigns, the SVIs for the month of May (US bladder cancer awareness month) were compared with the SVIs of all other months. Correlations between "bladder cancer" SVI and incidence, mortality, and mortality-to-incidence ratio (proxy for survival) by state were evaluated. There was no increase in the relative search volumes for "bladder cancer" during the national bladder cancer awareness month compared with all other months (p = 0.27). By state, there were positive correlations between SVIs of "bladder cancer" and incidence (R = 0.72, p < 0.001) and mortality (R = 0.47, p < 0.001). However, there was no correlation between SVIs and mortality-to-incidence ratio (R = - 0.24, p = 0.08). Interest in bladder cancer is positively associated with disease incidence and mortality but not survival, suggesting interest is driven by new diagnoses or deaths, and not early detection that can improve survival. Our findings may show the need for better public education endeavors.

Silver lining of COVID-19: Heightened global interest in pneumococcal and influenza vaccines, an infodemiology study.

BACKGROUND: Health-seeking behaviors change during pandemics and may increase with regard to illnesses with symptoms similar to the pandemic. The global reaction to COVID-19 may drive interest in vaccines for other diseases. OBJECTIVES: Our study investigated the correlation between global online interest in COVID-19 and interest in CDC-recommended routine vaccines. DESIGN, SETTINGS, MEASUREMENTS: This infodemiology study used Google Trends data to quantify worldwide interest in COVID-19 and CDC-recommended vaccines using the unit search volume index (SVI), which estimates volume of online search activity relative to highest volume of searches within a specified period. SVIs from December 30, 2019 to March 30, 2020 were collected for "coronavirus (Virus)" and compared with SVIs of search terms related to CDC-recommended adult vaccines. To account for seasonal variation, we compared SVIs from December 30, 2019 to March 30, 2020 with SVIs from the same months in 2015 to 2019. We performed country-level analyses in ten COVID-19 hotspots and ten countries with low disease burden. RESULTS: There were significant positive correlations between SVIs for "coronavirus (Virus)" and search terms for pneumococcal (R = 0.89, p < 0.0001) and influenza vaccines (R = 0.93, p < 0.0001) in 2020, which were greater than SVIs for the same terms in 2015-2019 (p = 0.005, p < 0.0001, respectively). Eight in ten COVID-19 hotspots demonstrated significant positive correlations between SVIs for coronavirus and search terms for pneumococcal and influenza vaccines. LIMITATIONS: SVIs estimate relative changes in online interest and do not represent the interest of people with no Internet access. CONCLUSION: A peak in worldwide interest in pneumococcal and influenza vaccines coincided with the COVID-19 pandemic in February and March 2020. Trends are likely not seasonal in origin and may be driven by COVID-19 hotspots. Global events may change public perception about the importance of vaccines. Our findings may herald higher demand for pneumonia and influenza vaccines in the upcoming season.