Abstract P087: Ethnic and Educational Disparities in Morbid Obesity Among Employees of a Large Healthcare Organization: The Baptist Health South Florida Employee Study

Circulation ◽  
2016 ◽  
Vol 133 (suppl_1) ◽  
Author(s):  
Chukwuemeka U Osondu ◽  
Ehimen C Aneni ◽  
Adnan Younus ◽  
Maribeth Rouseff ◽  
Sankalp Das ◽  
...  
Keyword(s):  
Morbid Obesity ◽  
Educational Attainment ◽  
Ethnic Disparities ◽  
College Education ◽  
Educational Status ◽  
Healthcare Organization ◽  
South Florida ◽  
Eligibility Criteria ◽  
Post Graduate ◽  
The Impact

Background: Ethnic differences in obesity are well documented; however, the epidemiological evidence of the impact of socioeconomic and educational status on its relationship is sparse. We sought to assess the impact of educational attainment, as a proxy of socioeconomic status, on the association between ethnicity and morbid obesity (MO) among employees of Baptist Health South Florida (BHSF), a large nonprofit healthcare organization. Methods: Data was collected from employees participating in an annual Health Risk Assessment in 2014. Educational attainment was self-reported while weight, height and other biometric measures were measured in person. MO was categorized using eligibility criteria for bariatric surgery as outlined by the 1991 NIH consensus guidelines for surgery for the obese. Results: Data was collected for 9361 participants (mean age 42.8 ± 12.1 years, 74% females, 63% Hispanic). Overall, 7% meet criteria for MO (Non-Hispanic White [NHW]: 5%; Hispanics: 6%; Non-Hispanic Black [NHB]: 12%). A lower education was associated with a greater prevalence of morbid obesity (Post graduate/ professional: 4.2%; completed college: 5.2%; some college or lower: 9.8%) The highest (18%) and lowest (4%) prevalence of MO were observed in NHB with some college education or lower (SCL), and in Hispanics with post-graduate or professional educational (PG) attainment respectively. Among PG, compared to NHW, the odd ratios (95% CI) for presence of MO among NHB was 1.3 (0.6 - 2.5). Conversely, the respective MO risk for NHB vs. NHW was 4 fold higher (2.5 - 6.4) among those with SCL. Interaction of ethnicity and educational attainment for predicting MO was significant (p <0.05) adjusting for age and sex. Conclusion: Underlying differences in educational status significantly impact ethnic disparities in morbid obesity. The co-existing influence of education and racial disparities should be jointly addressed to maximize yield of future wellness efforts aimed at optimizing CV health.

scholarly journals Childhood Obesity and Academic Outcomes in Young Adulthood

Children ◽  
2018 ◽  
Vol 5 (11) ◽  
pp. 150 ◽  
Author(s):  
Igor Ryabov
Keyword(s):  
High School ◽  
Childhood Obesity ◽  
Educational Attainment ◽  
Weight Status ◽  
College Education ◽  
Ethnic Composition ◽  
Generational Status ◽  
Lower Percentage ◽  
Race Ethnicity ◽  
The Impact

The present study used nationally representative data from the National Longitudinal Study of Adolescent Health (a.k.a., Add Health) to examine the impact of childhood obesity on young adult educational attainment. In addition to weight status, independent variables included race–ethnicity, immigrant generational status, family socio-economic status (SES), preference for overweight and obese friends in school, school socio-economic and race–ethnic composition, and other important predictors. Educational attainment was measured as a categorical variable with the categories reflecting key educational benchmarks: (1) being a high school graduate; (2) having some college education; and (3) having completed a bachelor’s or higher degree. The results indicate that in general, individuals who were obese as children are less likely to transition from high school to college, and even less likely to obtain a baccalaureate or more advanced degree. In line with the social network hypothesis of the obesity epidemic, we also found that having overweight and obese friends drives down the odds of educational success. Attendance at a higher SES school or a school with a lower percentage of minority students was positively associated with the odds of college attendance and obtaining a baccalaureate. Other important effects included race–ethnicity and immigrant generational status.

scholarly journals Predictors of Population Awareness of Cancer Genetic Tests: Implications for Enhancing Equity in Engaging in Cancer Prevention and Precision Medicine

2021 ◽  
pp. 1699-1708
Author(s):  
Veda N. Giri ◽  
Ayako Shimada ◽  
Amy E. Leader
Keyword(s):  
Precision Medicine ◽  
Cancer Genetics ◽  
Ethnic Disparities ◽  
College Education ◽  
Population Based ◽  
Categorical Variables ◽  
Cancer Information ◽  
Modifiable Factors ◽  
The Impact ◽  
Hispanic White

PURPOSE Racial and ethnic disparities in genetic awareness (GA) can diminish the impact of personalized cancer treatment and risk assessment. We assessed factors predictive of GA in a diverse population–based sample to inform awareness strategies and reduce disparities in genetic testing. METHODS A cross-sectional study was conducted from July 2019 to August 2019, with the survey e-mailed to 7,575 adult residents in southeastern Pennsylvania and New Jersey. Constructs from National Cancer Institute Health Information and National Trends Survey assessed cancer attitudes or beliefs, health literacy, and numeracy. Characteristics were summarized with mean ± standard deviation for numeric variables and frequency counts and percentages for categorical variables. Comparison of factors by race or ethnicity (non-Hispanic White and non-Hispanic Black) and sex was conducted by t-tests, chi-square, or Fisher's exact tests. Multivariate logistic regression models were conducted to identify factors independently predictive of GA. RESULTS Of 1,557 respondents, data from 940 respondents (the mean age was 45 ± 16.2 years, 35.5% males, and 23% non-Hispanic Blacks) were analyzed. Factors associated with higher GA included female gender ( P < .001), non-Hispanic White ( P < .001), college education ( P < .001), middle-higher income ( P < .001), stronger belief in genetic basis of cancer ( P < .001), lower cancer fatalism ( P = .004), motivation for cancer information ( P < .001), and higher numeracy ( P = .002). On multivariate analysis, college education (odds ratio [OR] 1.79; 95% CI, 1.22 to 2.63), higher motivation for cancer information (OR 1.56; 95% CI, 1.17 to 2.09), stronger belief in genetics of cancer (OR 2.21; 95% CI, 1.48 to 3.30), and higher medical literacy (OR 2.21; 95% CI, 1.34 to 3.65) predicted greater GA. CONCLUSION This population-based study conducted in the precision medicine era identified novel modifiable factors, importantly perceptions of cancer genetics and medical literacy, as predictive of GA, which informs strategies to promote equitable engagement in genetically based cancer care.

The Impact of Environmental Stress on Cognitive Performance: A Systematic Review

2019 ◽  
Vol 61 (8) ◽  
pp. 1205-1246 ◽  
Author(s):  
Kristy Martin ◽  
Emily McLeod ◽  
Julien Périard ◽  
Ben Rattray ◽  
Richard Keegan ◽  
...  
Keyword(s):  
Systematic Review ◽  
Environmental Stress ◽  
Task Performance ◽  
Sea Level ◽  
Cognitive Performance ◽  
Cognitive Task ◽  
Individual Characteristics ◽  
Eligibility Criteria ◽  
Healthy Human ◽  
The Impact

Objective: In this review, we detail the impact of environmental stress on cognitive and military task performance and highlight any individual characteristics or interventions which may mitigate any negative effect. Background: Military personnel are often deployed in regions markedly different from their own, experiencing hot days, cold nights, and trips both above and below sea level. In spite of these stressors, high-level cognitive and operational performance must be maintained. Method: A systematic review of the electronic databases Medline (PubMed), EMBASE (Scopus), PsycINFO, and Web of Science was conducted from inception up to September 2018. Eligibility criteria included a healthy human cohort, an outcome of cognition or military task performance and assessment of an environmental condition. Results: The search returned 113,850 records, of which 124 were included in the systematic review. Thirty-one studies examined the impact of heat stress on cognition; 20 of cold stress; 59 of altitude exposure; and 18 of being below sea level. Conclusion: The severity and duration of exposure to the environmental stressor affects the degree to which cognitive performance can be impaired, as does the complexity of the cognitive task and the skill or familiarity of the individual performing the task. Application: Strategies to improve cognitive performance in extreme environmental conditions should focus on reducing the magnitude of the physiological and perceptual disturbance caused by the stressor. Strategies may include acclimatization and habituation, being well skilled on the task, and reducing sensations of thermal stress with approaches such as head and neck cooling.

scholarly journals Polygenic burden has broader impact on health, cognition, and socioeconomic outcomes than most rare and high-risk copy number variants

2021 ◽  
Author(s):  
Elmo Christian Saarentaus ◽  
Aki Samuli Havulinna ◽  
Nina Mars ◽  
Ari Ahola-Olli ◽  
Tuomo Tapio Johannes Kiiskinen ◽  
...  
Keyword(s):  
High Risk ◽  
Educational Attainment ◽  
Household Income ◽  
Copy Number ◽  
Copy Number Variants ◽  
Well Being ◽  
Subjective Health ◽  
Polygenic Risk Score ◽  
The Impact ◽  
Health Cognition

AbstractCopy number variants (CNVs) are associated with syndromic and severe neurological and psychiatric disorders (SNPDs), such as intellectual disability, epilepsy, schizophrenia, and bipolar disorder. Although considered high-impact, CNVs are also observed in the general population. This presents a diagnostic challenge in evaluating their clinical significance. To estimate the phenotypic differences between CNV carriers and non-carriers regarding general health and well-being, we compared the impact of SNPD-associated CNVs on health, cognition, and socioeconomic phenotypes to the impact of three genome-wide polygenic risk score (PRS) in two Finnish cohorts (FINRISK, n = 23,053 and NFBC1966, n = 4895). The focus was on CNV carriers and PRS extremes who do not have an SNPD diagnosis. We identified high-risk CNVs (DECIPHER CNVs, risk gene deletions, or large [>1 Mb] CNVs) in 744 study participants (2.66%), 36 (4.8%) of whom had a diagnosed SNPD. In the remaining 708 unaffected carriers, we observed lower educational attainment (EA; OR = 0.77 [95% CI 0.66–0.89]) and lower household income (OR = 0.77 [0.66–0.89]). Income-associated CNVs also lowered household income (OR = 0.50 [0.38–0.66]), and CNVs with medical consequences lowered subjective health (OR = 0.48 [0.32–0.72]). The impact of PRSs was broader. At the lowest extreme of PRS for EA, we observed lower EA (OR = 0.31 [0.26–0.37]), lower-income (OR = 0.66 [0.57–0.77]), lower subjective health (OR = 0.72 [0.61–0.83]), and increased mortality (Cox’s HR = 1.55 [1.21–1.98]). PRS for intelligence had a similar impact, whereas PRS for schizophrenia did not affect these traits. We conclude that the majority of working-age individuals carrying high-risk CNVs without SNPD diagnosis have a modest impact on morbidity and mortality, as well as the limited impact on income and educational attainment, compared to individuals at the extreme end of common genetic variation. Our findings highlight that the contribution of traditional high-risk variants such as CNVs should be analyzed in a broader genetic context, rather than evaluated in isolation.

Applying the risk principle to optimize accuracy and equity in correctional risk assessment: Results From a Simulation

2021 ◽  
pp. 0306624X2098652
Author(s):  
Grant Duwe
Keyword(s):  
Risk Assessment ◽  
Predictive Accuracy ◽  
Ethnic Disparities ◽  
Simulated Data ◽  
Risk Assessments ◽  
Risk Level ◽  
Risk Levels ◽  
Risk Principle ◽  
Changes In Risk ◽  
The Impact

As the use of risk assessments for correctional populations has grown, so has concern that these instruments exacerbate existing racial and ethnic disparities. While much of the attention arising from this concern has focused on how algorithms are designed, relatively little consideration has been given to how risk assessments are used. To this end, the present study tests whether application of the risk principle would help preserve predictive accuracy while, at the same time, mitigate disparities. Using a sample of 9,529 inmates released from Minnesota prisons who had been assessed multiple times during their confinement on a fully-automated risk assessment, this study relies on both actual and simulated data to examine the impact of program assignment decisions on changes in risk level from intake to release. The findings showed that while the risk principle was used in practice to some extent, the simulated results showed that greater adherence to the risk principle would increase reductions in risk levels and minimize the disparities observed at intake. The simulated data further revealed the most favorable outcomes would be achieved by not only applying the risk principle, but also by expanding program capacity for the higher-risk inmates in order to adequately reduce their risk.

scholarly journals Measuring frailty in younger populations: a rapid review of evidence

BMJ Open ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. e047051
Author(s):  
Gemma F Spiers ◽  
Tafadzwa Patience Kunonga ◽  
Alex Hall ◽  
Fiona Beyer ◽  
Elisabeth Boulton ◽  
...  
Keyword(s):  
Patient Outcomes ◽  
Predictive Validity ◽  
Data Extraction ◽  
Grey Literature ◽  
Frailty Index ◽  
Study Data ◽  
Rapid Review ◽  
Eligibility Criteria ◽  
Adult Age ◽  
The Impact

ObjectivesFrailty is typically assessed in older populations. Identifying frailty in adults aged under 60 years may also have value, if it supports the delivery of timely care. We sought to identify how frailty is measured in younger populations, including evidence of the impact on patient outcomes and care.DesignA rapid review of primary studies was conducted.Data sourcesFour databases, three sources of grey literature and reference lists of systematic reviews were searched in March 2020.Eligibility criteriaEligible studies measured frailty in populations aged under 60 years using experimental or observational designs, published after 2000 in English.Data extraction and synthesisRecords were screened against review criteria. Study data were extracted with 20% of records checked for accuracy by a second researcher. Data were synthesised using a narrative approach.ResultsWe identified 268 studies that measured frailty in samples that included people aged under 60 years. Of these, 85 studies reported evidence about measure validity. No measures were identified that were designed and validated to identify frailty exclusively in younger groups. However, in populations that included people aged over and under 60 years, cumulative deficit frailty indices, phenotype measures, the FRAIL Scale, the Liver Frailty Index and the Short Physical Performance Battery all demonstrated predictive validity for mortality and/or hospital admission. Evidence of criterion validity was rare. The extent to which measures possess validity across the younger adult age (18–59 years) spectrum was unclear. There was no evidence about the impact of measuring frailty in younger populations on patient outcomes and care.ConclusionsLimited evidence suggests that frailty measures have predictive validity in younger populations. Further research is needed to clarify the validity of measures across the adult age spectrum, and explore the utility of measuring frailty in younger groups.

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