Clustering of Social Determinants of Health as an Indicator of Meaningful Subgroups within an African American Population: Application of Latent Class Analysis.

BACKGROUND: Health disparities between people who are African American (AA) versus their White counterparts have been well established, but disparities among AA people have not. The current study introduces a systematic method to determine subgroups within a sample of AA people based on their social determinants of health. METHODS: Health screening data collected in the West Side of Chicago, an underserved predominantly AA area, in 2018 were used. Exploratory latent class analysis was used to determine subgroups of participants based on their responses to 16 variables, each pertaining to a specific social determinant of health. RESULTS: Four unique clusters of participants were found, corresponding to those with "many unmet needs", "basic unmet needs", "unmet healthcare needs", and "few unmet needs". CONCLUSION: The findings support the utility of analytically determining meaningful subgroups among a sample of AA people and their social determinants of health. Understanding the differences within an underserved population may contribute to future interventions to eliminate health disparities.

Illinois Transplant Fund Experience: Is It a Pathway to Increased Transplant Access for Hispanic Patients With Kidney Failure?

Rationale & Objective: The Illinois Transplant Fund, established in 2015, provides private health insurance premium support for noncitizen patients with kidney failure in Illinois and thus allows them to qualify for kidney transplants. Our objective was to describe trends in kidney transplant volumes over time to inform the development of a hypothesis regarding the impact of the Illinois Transplant Fund on kidney transplant volumes for adult Hispanic patients with kidney failure in Illinois, especially noncitizen patients. Study Design: Retrospective study. Setting & Population: We used data on the annual number of kidney transplants and kidney failure prevalence aggregated to the national and state levels from the Organ Procurement and Transplantation Network and United States Renal Data System, respectively. Outcomes: The annual number of transplants as a percentage of prevalent kidney failure cases among adults over time from 2010 to 2020 by race/ethnicity for all payer and private insurance-paid transplants and the annual number of transplants by citizenship status (for Hispanic patients only) were examined for the United States (US), Illinois, and 6 selected US states. Analytical Approach: Descriptive study. Results: From pre- to post-Illinois Transplant Fund, the average annual number of transplants as a percentage of the average annual prevalent kidney failure cases for Hispanic adults increased by 4% in Illinois while the same figure increased by 33% for privately insured transplants. Limitations: The observations reported in this paper cannot be interpreted as evidence for the program's impact. Conclusions: Observed trends suggest plausibility of developing a hypothesis that Illinois Transplant Fund's introduction may have contributed to improvement in kidney transplantation access for Hispanic patients in Illinois, especially noncitizens, but cannot constitute evidence in support of or against this hypothesis. Future research should test whether the Illinois Transplant Fund improved access to kidney transplants for noncitizens with kidney failure. Plain-Language Summary: Health policies regarding kidney transplant access for undocumented residents vary widely by state. The Illinois Transplant Fund (ITF) provides financial support for health insurance premiums, so undocumented patients with kidney failure in Illinois can qualify for a kidney transplant. In this study, we reported kidney transplant trends in Illinois before and after the creation of the ITF along with kidney transplant trends in the US overall and selected states that share similarities to Illinois.

Experiences With Kidney Transplant Among Undocumented Immigrants in Illinois: A Qualitative Study.

Rationale & Objective: Noncitizen, undocumented patients with kidney failure have few treatment options in many states, although Illinois allows for patients to receive a transplant regardless of citizenship status. Little information exists about the experiences of noncitizen patients pursuing kidney transplantation. We sought to understand how access to kidney transplantation affects patients, their family, health care providers, and the health care system. Study Design: A qualitative study with virtually conducted semistructured interviews. Setting & Participants: Participants were transplant and immigration stakeholders (physicians, transplant center and community outreach professionals), and patients who have received assistance through the Illinois Transplant Fund (listed for or received transplant; patients could complete the interview with a family member). Analytical Approach: Interview transcripts were coded using open coding and were analyzed using thematic analysis methods with an inductive approach. Results: We interviewed 36 participants: 13 stakeholders (5 physicians, 4 community outreach stakeholders, and 4 transplant center professionals), 16 patients, and 7 partners. The following seven themes were identified: (1) devastation from kidney failure diagnosis, (2) resource needs for care, (3) communication barriers to care, (4) importance of culturally competent health care providers, (5) negative impacts of policy gaps, (6) new chance at life after transplant, and (7) recommendations for improving care. Limitations: The patients we interviewed were not representative of noncitizen patients with kidney failure overall or in other states. The stakeholders were also not representative of health care providers because they were generally well informed on kidney failure and immigration issues. Conclusions: Although patients in Illinois can access kidney transplants regardless of citizenship status, access barriers, and health care policy gaps continue to negatively affect patients, families, health care professionals, and the health care system. Necessary changes for promoting equitable care include comprehensive policies to increase access, diversifying the health care workforce, and improving communication with patients. These solutions would benefit patients with kidney failure regardless of citizenship.

The Impact of Language on Hospital Outcomes for COVID-19 Patients: A Study of Non-English Speaking Hispanic Patients.

BACKGROUND: The COVID-19 pandemic has highlighted and exacerbated health inequities, as demonstrated by the disproportionate rates of infection, hospitalization, and death in marginalized racial and ethnic communities. Although non-English speaking (NES) patients have substantially higher rates of COVID-19 positivity than other groups, research has not yet examined primary language, as determined by the use of interpreter services, and hospital outcomes for patients with COVID-19. METHODS: Data were collected from 1,770 patients with COVID-19 admitted to an urban academic health medical center in the Chicago, Illinois area from March 2020 to April 2021. Patients were categorized as non-Hispanic White, non-Hispanic Black, NES Hispanic, and English-speaking (ES) Hispanic using NES as a proxy for English language proficiency. Multivariable logistic regression was used to compare the predicted probability for each outcome (i.e., ICU admission, intubation, and in-hospital death) by race/ethnicity. RESULTS: After adjusting for possible confounders, NES Hispanic patients had the highest predicted probability of ICU admission (p-value < 0.05). Regarding intubation and in-hospital death, NES Hispanic patients had the highest probability, although statistical significance was inconclusive, compared to White, Black, and ES Hispanic patients. CONCLUSIONS: Race and ethnicity, socioeconomic status, and language have demonstrated disparities in health outcomes. This study provides evidence for heterogeneity within the Hispanic population based on language proficiency that may potentially further contribute to disparities in COVID-19-related health outcomes within marginalized communities.

Distribution of sugar-sweetened beverage sales volume by sugar content in the United States: implications for tiered taxation and tax revenue.

This study draws on data on sales volume, brand-level market shares, and sugar content to calculate the distribution of sugar-sweetened beverage (SSB) sales volume by sugar content, propose sugar content thresholds for a tiered tax structure, and estimate tax revenue. The most common SSBs sold had 26 g of sugar/8-oz serving; 70.8% had ≥ 25 g of sugar/8-oz serving, 16.9% were in the 10-15 g range, and 8.7% were in the 16-20 g range. A tiered tax with cut points at < 20 g and < 5 g of sugar/8-oz serving is proposed. A tax of 1¢/oz for SSBs in the second tier and 2¢/oz in third tier is projected to raise $18.2 billion in tax revenue similar to the 1.5¢/oz flat tax projection ($18.0 billion) but would yield 9% lower SSB volume. Understanding the distribution of SSB sales volume by sugar content informs policymakers on tiered tax structures, which may discourage consumption of SSBs with high levels of sugar and incentivize reformulation.

Drug Shortage Impacts Patient Receipt of Induction Treatment.

OBJECTIVE: Examine the impact of the 2011 shortage of the drug cytarabine on patient receipt and timeliness of induction treatment for Acute Myeloid Leukemia (AML). STUDY DESIGN: A retrospective cohort was utilized to examine odds of receipt of inpatient induction chemotherapy and time to first dose across major (N = 105) and moderate (N = 316) shortage time periods as compared to a nonshortage baseline (N = 1,147). DATA COLLECTION/EXTRACTION METHODS: De-identified patient data from 2008 to 2011 Surveillance, Epidemiology, and End Results (SEER) were linked to 2007-2013 Medicare claims and 2007-2013 Hospital Characteristics. PRINCIPAL FINDINGS: Compared to prior nonshortage time period, patients diagnosed during a major drug shortage were 47 percent less likely (p < .05) to receive inpatient chemotherapy within 14 days of diagnosis. Patients who were younger, had a lower Charlson Comorbidity score, and for whom AML was a first primary cancer were prioritized across all periods. CONCLUSIONS: Period of major shortage of a generic oncolytic, without an equivalent therapeutic substitute, reduced timely receipt of induction chemotherapy treatment. More favorable economic and regulatory policies for generic drug suppliers might result in greater availability of essential, older generic drug products that face prolonged or chronic shortage.

Associations between retail food store exterior advertisements and community demographic and socioeconomic composition.

This paper examines the association between the prevalence of various types of outdoor food and beverage advertising found on the building exteriors and properties of retail food outlets and community racial/ethnic and socioeconomic composition in a nationwide sample of food outlets in the U.S. Our major finding from multivariable analysis is that food stores in low-income communities have higher prevalence of all food and beverage ads, including those for unhealthy products such as regular soda, controlling for community racial/ethnic composition and other covariates. This adds to growing research pointing to socioeconomic disparities in food and beverage marketing exposure.

Price promotions for food and beverage products in a nationwide sample of food stores.

Food and beverage price promotions may be potential targets for public health initiatives but have not been well documented. We assessed prevalence and patterns of price promotions for food and beverage products in a nationwide sample of food stores by store type, product package size, and product healthfulness. We also assessed associations of price promotions with community characteristics and product prices. In-store data collected in 2010-2012 from 8959 food stores in 468 communities spanning 46 U.S. states were used. Differences in the prevalence of price promotions were tested across stores types, product varieties, and product package sizes. Multivariable regression analyses examined associations of presence of price promotions with community racial/ethnic and socioeconomic characteristics and with product prices. The prevalence of price promotions across all 44 products sampled was, on average, 13.4% in supermarkets (ranging from 9.1% for fresh fruits and vegetables to 18.2% for sugar-sweetened beverages), 4.5% in grocery stores (ranging from 2.5% for milk to 6.6% for breads and cereals), and 2.6% in limited service stores (ranging from 1.2% for fresh fruits and vegetables to 4.1% for breads and cereals). No differences were observed by community characteristics. Less-healthy versus more-healthy product varieties and larger versus smaller product package sizes generally had a higher prevalence of price promotion, particularly in supermarkets. On average, in supermarkets, price promotions were associated with 15.2% lower prices. The observed patterns of price promotions warrant more attention in public health food environment research and intervention.

Disparities in the Availability and Price of Low-Fat and Higher-Fat Milk in US Food Stores by Community Characteristics.

BACKGROUND: National surveillance data identify disparities in low-fat milk consumption by race/ethnicity and income. Some localized studies have shown disparities in access to low-fat milk by community characteristics. OBJECTIVE: Our aim was to assess the availability and price of low-fat and higher-fat milk in food stores throughout the United States and examine associations with community characteristics. DESIGN: We conducted a cross-sectional study involving observational data collection in 2010, 2011, and 2012. PARTICIPANTS/SETTINGS: The study included 8,959 food stores in 468 communities where nationally representative samples of students attending traditional public middle and high schools resided. MAIN OUTCOME MEASURES: We studied the availability and price of whole, 2%, 1%, and skim milk. STATISTICAL ANALYSES PERFORMED: Multivariate logistic regression and ordinary least squares regression analyses were performed. Models included store type, race/ethnicity, median household income, urbanicity, US Census division, and year of data collection. RESULTS: Less than half of all stores carried 1% and skim milk, and more than three-quarters of stores carried whole and 2% milk. Regression results indicated that the odds of carrying any type of milk were 31% to 67% lower in stores in majority black and 26% to 45% lower in other/mixed race compared with majority white communities. The odds of carrying specifically low-fat milk were 50% to 58% lower in majority Hispanic compared with majority white communities, and 32% to 44% lower in low-income compared with high-income communities. Some significant differences in milk prices by community characteristics were observed in grocery and limited-service stores. On average, low-fat milk options were more expensive in grocery stores in majority black and rural and suburban communities compared with such stores in majority white and urban communities. CONCLUSIONS: This is the first nationwide study to examine the availability and price of low-fat and higher-fat milk in food stores and show disparities in access by community characteristics. Policies and programs can play a role in increasing accessibility of low-fat milk in stores in nonwhite and low-income communities.

Prepared Food Availability in U.S. Food Stores: A National Study.

INTRODUCTION: Prepared, ready-to-eat foods comprise a significant part of Americans' diets and are increasingly obtained from food stores. Yet, little is known about the availability and healthfulness of prepared, ready-to-eat food offerings at stores. This study examines associations among community characteristics (racial/ethnic composition, poverty level, urbanicity) and availability of both healthier and less-healthy prepared foods in U.S. supermarkets, grocery stores, and convenience stores. METHODS: Observational data were collected from 4,361 stores in 317 communities spanning 42 states in 2011 and 2012. Prepared food availability was assessed via one healthier food (salads or salad bar), three less-healthy items (pizza, hot dog/hamburger, taco/burrito/taquito), and one cold sandwich item. In 2014, multivariable generalized linear models were used to test associations with community characteristics. RESULTS: Overall, 63.6% of stores sold prepared foods, with 20.0% offering prepared salads and 36.4% offering at least one less-healthy item. Rural stores were 26% less likely to carry prepared salads (prevalence ratio [PR]=0.74, 95% CI=0.62, 0.88) and 14% more likely to carry at least one less-healthy prepared food item (PR=1.14, 95% CI=1.00, 1.30). Convenience stores in high-poverty communities were less likely to carry prepared salads than those in low-poverty communities (PR=0.64, 95% CI=0.47, 0.87). Among supermarkets, prepared salads were more likely to be carried in majority-white, low-poverty communities than in non-white, high-poverty communities. CONCLUSIONS: Increasing the healthfulness of prepared foods within stores may offer an important opportunity to improve the food environment.

Child-directed marketing inside and on the exterior of fast food restaurants.

BACKGROUND: Children who eat fast food have poor diet and health outcomes. Fast food is heavily marketed to youth, and exposure to such marketing is associated with higher fast food consumption. PURPOSE: To examine the extent of child-directed marketing (CDM) inside and on the exterior of fast food restaurants. METHODS: Data were collected from 6,716 fast food restaurants located in a nationally representative sample of public middle- and high-school enrollment areas in 2010, 2011, and 2012. CDM was defined as the presence of one or more of seven components inside or on the exterior of the restaurant. Analyses were conducted in 2014. RESULTS: More than 20% of fast food restaurants used CDM inside or on their exterior. In multivariate analyses, fast food restaurants that were part of a chain, offered kids' meals, were located in middle- (compared to high)-income neighborhoods, and in rural (compared to urban) areas had significantly higher odds of using any CDM; chain restaurants and those located in majority black neighborhoods (compared to white) had significantly higher odds of having an indoor display of kids' meal toys. Compared to 2010, there was a significant decline in use of CDM in 2011, but the prevalence increased close to the 2010 level in 2012. CONCLUSIONS: CDM inside and on the exterior of fast food restaurants is prevalent in chain restaurants; majority black communities, rural areas, and middle-income communities are disproportionately exposed. The fast food industry should limit children's exposure to marketing that promotes unhealthy food choices.

Relative and absolute availability of healthier food and beverage alternatives across communities in the United States.

OBJECTIVES: We examined associations between the relative and absolute availability of healthier food and beverage alternatives at food stores and community racial/ethnic, socioeconomic, and urban-rural characteristics. METHODS: We analyzed pooled, annual cross-sectional data collected in 2010 to 2012 from 8462 food stores in 468 communities spanning 46 US states. Relative availability was the ratio of 7 healthier products (e.g., whole-wheat bread) to less healthy counterparts (e.g., white bread); we based absolute availability on the 7 healthier products. RESULTS: The mean healthier food and beverage ratio was 0.71, indicating that stores averaged 29% fewer healthier than less healthy products. Lower relative availability of healthier alternatives was associated with low-income, Black, and Hispanic communities. Small stores had the largest differences: relative availability of healthier alternatives was 0.61 and 0.60, respectively, for very low-income Black and very low-income Hispanic communities, and 0.74 for very high-income White communities. We found fewer associations between absolute availability of healthier products and community characteristics. CONCLUSIONS: Policies to improve the relative availability of healthier alternatives may be needed to improve population health and reduce disparities.

Multivariable analysis of the association between fathers' and youths' physical activity in the United States.

BACKGROUND: Although the benefits of physical activity have been well-established, a significant number of children and adolescents in the U.S. do not meet the recommended levels of daily physical activity. Parental influences such as parents' physical activity participation may play an important role in affecting youths' physical activity. METHODS: This study used the Child Development Supplement of the Panel Study of Income Dynamics to examine the associations between fathers' vigorous physical activity (VPA) and VPA participation (>0 day(s)/week) and frequency (days/week) of 887 youths aged 10 through 18 based on a nationally representative sample of families in the US. Logistic and negative binomial regression analyses were used to examine the association between past frequency (times/week) and an indicator of recommended (≥3 times/week) frequency of father's VPA and youth's VPA participation and youths' VPA frequency, respectively. We examined the sensitivity to the inclusion of various youth, family, mother's VPA, and contextual control measures. Analyses also were undertaken by gender. RESULTS: Father's past VPA frequency was positively associated with both youths' VPA participation and with youths' VPA frequency for the full and female samples of youths, even after the inclusion of demographic, socio-economic, and local area characteristics. Father's past recommended VPA frequency was positively associated with youths' VPA participation in the full sample only and with youths' VPA frequency in the female sub-sample only. Simulation results showed that an increase in father's past weekly VPA frequency from zero to the minimum recommended level (three times per week) was associated with an increased predicted probability of youths' weekly VPA participation from approximately 67% to 74% for the full sample (61% to 73% for females and 74% to 77% for males). CONCLUSION: The results from this study suggest that environmental and/or family based interventions that increase fathers' VPA may help improve youths' VPA.

Supplemental nutrition assistance program and body weight outcomes: the role of economic contextual factors.

We explored the extent to which economic contextual factors moderated the association of Supplemental Nutrition Assistance Program (SNAP) participation with body mass index (BMI) among low-income adults whose family income (adjusted for family size) is less than 130% of the federal poverty guideline. We drew on individual-level data from the Panel Study of Income Dynamics in the United States, including three waves of data in 1999, 2001, and 2003. Economic contextual data were drawn from the American Chamber of Commerce Researchers Association for food prices and Dun & Bradstreet for food outlet measures. In addition to cross-sectional estimation, a longitudinal individual fixed effects model was used to control for permanent unobserved individual heterogeneity. Our study found a statistically significant joint moderating effect of the economic contextual factors in longitudinal individual fixed effects model for both women (BMI only) and men (both BMI and obesity). For both women and men, SNAP participants' BMI was statistically significantly lower if they faced increased numbers of available supermarkets/grocery stores in the longitudinal model. A simulated 20% reduction in the price of fruits and vegetables resulted in a larger decrease in BMI among SNAP participants than non-participants for women and men, whereas a simulated 20% increase in the availability of supermarkets and grocery stores resulted in a statistically significant difference in the change in BMI by SNAP participation for women but not for men. Policies related to economic contextual factors, such as subsidies for fruits and vegetables or those that would improve access to supermarkets and grocery stores may enhance the relationship between SNAP participation and body mass outcomes among food assistance program participants.

Availability of commercial physical activity facilities and physical activity outside of school among high school students.

BACKGROUND: Environmental factors may play an important role in the determination of physical activity behaviors. METHODS: This study used the Child Development Supplement of the Panel Study of Income Dynamics to examine the association between the availability of objectively measured commercial physical activity-related instruction facilities and weekly physical activity participation among high school students outside of school physical education classes. A Negative Binomial count model was used to examine the number of days of vigorous physical activity (at least 30 minutes/day) per week and a Probit model was used to examine the probability of frequent (4 or more days/week) vigorous physical activity participation. RESULTS: The results indicated that an additional instruction school per 10,000 capita per 10 square miles was associated with an 8-percent increase in the weekly number of days of vigorous physical activity participation and a 4 percentage point increase in the likelihood of frequent physical activity participation for female adolescents only. By income, associations were larger for low- versus high-income female youths. CONCLUSION: Increased availability of local area physical activity-related instruction facilities may help to increase female high school students' physical activity levels, particularly among low-income female students.