Low-deprivation Neighborhoods Research Articles

Abstract B087: Racial disparities in breast cancer survival: Examining the potential role of neighborhood deprivation and breast adipose tissue inflammation

Abstract Background: Previous studies have found the Black-White disparity in breast cancer survival is greatest among women living in neighborhoods of high socioeconomic status (i.e., low % poverty). This study aimed to examine the association between race and breast cancer mortality according to neighborhood deprivation, a more comprehensive measure of neighborhood socioeconomic status. We also explored the association between neighborhood deprivation and the presence of breast adipose tissue inflammation as a potential biologic mechanism underlying the association. Methods: We examined Black-White disparities in breast cancer mortality overall and stratified by neighborhood deprivation status among 37,369 Black and White women in the Georgia Cancer Registry who were diagnosed with a first primary Stage I-IIIA breast cancer between 2010 and 2017 and followed until December 31, 2019. Cox proportional hazards regression models were used to calculate hazard ratios (HR) and 95% confidence intervals (CI). In a separate analysis, we examined the presence of crown-like structures in breast adipose tissue (CLS-B), detected by CD68 immunohistochemistry, among 342 women with stage I–III breast cancer who underwent mastectomy at Emory University Hospitals in Atlanta, Georgia (2007–2012). Logistic regression models were used to estimate odds ratios (OR) and 95% CIs. For both cohorts of breast cancer patients, neighborhood deprivation was assessed dichotomously using census tract at diagnosis and the neighborhood deprivation index (NDI), which was computed using American Community Survey 5-year estimates for census tracts in Georgia. Results: In Georgia, we found Black women with breast cancer had ~1.8 times higher rate of breast cancer mortality than their White counterparts (age-adj. HR=1.78, 95% CI: 1.63, 1.94). The disparity was attenuated after adjusting for stage and molecular subtype but was not eliminated (multivariable (MV)-adj. HR=1.32, 95% CI: 1.21, 1.45). When stratified by NDI, the disparity was greater among women living in neighborhoods of low deprivation (MV-adj. HR=1.44, 95% CI: 1.26, 1.64) compared to high deprivation (MV-adj. HR=1.17, 95% CI: 1.03, 1.33). Among Emory breast cancer patients, we found high neighborhood deprivation was inversely associated with CLS-B (age- and race-adj. OR=0.48, 95% CI; 0.26, 0.87). We also found Black patients were more likely than their White counterparts to have CLS-B in low deprivation neighborhoods (age-adj. OR=1.79, 95% CI: 0.98, 3.25) but not in high deprivation neighborhoods (age-adj. OR=0.73, 95% CI: 0.24, 2.20), albeit estimates were imprecise. Conclusion: Our study using a population-based cohort of breast cancer patients in Georgia adds to the evidence that racial disparities in breast cancer survival are worse among women living in higher socioeconomic (i.e., low deprivation) neighborhoods. Additionally, we provide evidence of a potential underlying mechanism, finding the prevalence of CLS-B higher for women in low rather than high deprivation neighborhoods, particularly Black women in this group. Citation Format: Maret L. Maliniak, Lauren E. Barber, Jasmine M. Miller-Kleinhenz, Leah Moubadder, Lauren E. McCullough. Racial disparities in breast cancer survival: Examining the potential role of neighborhood deprivation and breast adipose tissue inflammation [abstract]. In: Proceedings of the 16th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2023 Sep 29-Oct 2;Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2023;32(12 Suppl):Abstract nr B087.

Abstract 17653: Neighborhood Deprivation and Cardiovascular Health in US Adolescents, National Health and Nutrition Examination Survey 2007-2018

Introduction: AHA “Life’s Essential 8” scores cardiovascular health (CVH) as good, intermediate or poor based on diet, physical activity, sleep, tobacco exposure, cholesterol, blood pressure, blood glucose, and body mass index. CVH of the US population remains suboptimal, and the relationship between neighborhood deprivation and CVH in youth has not been fully explored. Hypothesis: We hypothesize that high neighborhood deprivation is associated with intermediate/poor CVH in adolescents. Methods: Using 2007-2018 National Health and Nutrition Examination Survey data, we examined the relationship between neighborhood deprivation index (NDI) and CVH status in adolescents. NDI was created from 2010 US Census data and reflects neighborhood level income, housing, education, and poverty status. Higher NDI indicates greater neighborhood deprivation. NDI values were divided into tertiles for analysis. We used proc survey logistic to assess the odds of poor/intermediate CVH status among youth living within high and intermediate compared to low deprivation communities. The model was adjusted for age, sex, ethnicity-race, household reference education and marital status, family poverty, rural vs urban residence and Citizenship status. All analyses were conducted using SAS 9.4, p<0.05 . Results: We evaluated data from 3894 individuals, representative of 57,195,556 US adolescents 13 to 18 years of age. Most adolescents were non-Hispanic white (67%), male (51%), US Citizens (96%), mean age of 15 years, with an even distribution of youth living within low, intermediate and high deprivation neighborhoods (Table 1). We identified 31% greater odds of intermediate/poor CVH status among youth living within the most deprived communities (Table 2). Conclusions: Greater NDI associates with worse CVH in US adolescents. Public health initiatives should consider using NDI to tailor efforts in designing intervention strategies to preserve CVH status in US adolescents.

Neighbourhood deprivation and type 2 diabetes in patients with bipolar disorder: A nationwide follow-up study.

Patients with bipolar disorder have higher rates of type 2 diabetes (T2D) compared to the general population. Neighbourhood deprivation is associated with T2D and bipolar disorder. The aim of this study was to explore the potential effect of neighbourhood deprivation on incident T2D in patients with bipolar disorder. This nationwide open cohort study (1997-2018) included adults in Sweden ≥20years with bipolar disorder (90,780 patients) to examine the subsequent risk of T2D. The association between neighbourhood deprivation and T2D was explored using Cox regression analysis, with hazard ratios (HRs) and 95% confidence intervals (95% CIs). All models were conducted in both men and women and adjusted for individual-level sociodemographic factors and comorbidities. Neighbourhood deprivation was significantly associated with T2D in patients with bipolar disorder. The HRs were 1.61 (95% CI 1.40-1.86) for men and 1.83 (1.60-2.10) for women living in high deprivation neighbourhoods compared to those from low deprivation neighbourhoods. After adjustment, these results remained significant: 1.35 (1.17-1.56) in men and 1.39 (1.20-1.60) in women living in high deprivation neighbourhoods. The suggested graded association of higher incident T2D among patients with bipolar disorder, observed when levels of neighbourhood deprivation increased, raises important clinical and public health concerns. The results may help develop a contextual approach to prevention of T2D in patients with bipolar disorder that includes the neighbourhood environment.

Neighborhood deprivation in relation to lung cancer in individuals with type 2 diabetes-A nationwide cohort study (2005-2018).

Neighborhood deprivation has been found associated with both type 2 diabetes and lung cancer. The aim of this study was to examine the potential association between neighborhood deprivation and lung cancer incidence or mortality in individuals diagnosed with type 2 diabetes. The results may identify a new risk or prognostic factor for lung cancer in this important subgroup and help develop a more contextual approach to prevention that includes neighborhood environment. The study population included adults (n = 613,650) aged ≥ 30 years with type 2 diabetes during 2005 to 2018 in Sweden. Cox regression was used to compute hazard ratios (HRs) and 95% confidence intervals (95% CIs) for incidence or mortality of lung cancer associated with neighborhood deprivation. All models were conducted in both men and women and adjusted for individual-level characteristics (e.g. age, smoking- and alcohol-related comorbidities, sociodemographic factors). The cumulative incidence and mortality for lung cancer were 1.08% (95% CI, 1.06 to 1.11) and 0.93% (0.90 to 0.95), respectively, in the study population during the study period. Neighborhood deprivation was associated with both incidence and mortality of lung cancer in patients with type 2 diabetes independently of the individual-level characteristics. In the fully adjusted models, comparing high- with low-deprivation neighborhoods, the HRs for lung cancer incidence were 1.21 (1.10 to 1.33) in men and 1.08 (0.95 to 1.21) in women. The corresponding HRs for lung cancer mortality were 1.04 (1.00 to 1.07) in men and 0.97 (0.94 to 1.00) in women. Competing risk analyses including cardiovascular mortality attenuated the results. In this large cohort of individuals with type 2 diabetes, we found higher lung cancer incidence and mortality in patients living in areas with high neighborhood deprivation, even after adjusting for individual-level characteristics. These findings may help develop a more contextual approach that includes the neighborhood environment when allocating resources for disease prevention and care in patients with type 2 diabetes. These findings could also help inform clinical care for patients with type 2 diabetes, particularly those living in deprived neighborhoods.

Associations between health insurance status, neighborhood deprivation, and treatment delays in women with breast cancer living in Georgia.

Little is known regarding the association between insurance status and treatment delays in women with breast cancer and whether this association varies by neighborhood socioeconomic deprivation status. In this cohort study, we used medical record data of women diagnosed with breast cancer between 2004 and 2022 at two Georgia-based healthcare systems. Treatment delay was defined as >90 days to surgery or >120 days to systemic treatment. Insurance coverage was categorized as private, Medicaid, Medicare, other public, or uninsured. Area deprivation index (ADI) was used as a proxy for neighborhood-level socioeconomic status. Associations between delayed treatment and insurance status were analyzed using logistic regression, with an interaction term assessing effect modification by ADI. Of the 14,195 women with breast cancer, 54% were non-Hispanic Black and 52% were privately insured. Compared with privately insured patients, those who were uninsured, Medicaid enrollees, and Medicare enrollees had 79%, 75%, and 27% higher odds of delayed treatment, respectively (odds ratio [OR]: 1.79, 95% confidence interval [CI]: 1.32-2.43; OR: 1.75, 95% CI: 1.43-2.13; OR: 1.27, 95% CI: 1.06-1.51). Among patients living in low-deprivation areas, those who were uninsured, Medicaid enrollees, and Medicare enrollees had 100%, 84%, and 26% higher odds of delayed treatment than privately insured patients (OR: 2.00, 95% CI: 1.44-2.78; OR: 1.84, 95% CI: 1.48-2.30; OR: 1.26, 95% CI: 1.05-1.53). No differences in the odds of delayed treatment by insurance status were observed in patients living in high-deprivation areas. Insurance status was associated with treatment delays for women living in low-deprivation neighborhoods. However, for women living in neighborhoods with high deprivation, treatment delays were observed regardless of insurance status.

Determinants of Future Physical Activity Participation in New Zealand Adolescents across Sociodemographic Groups: A Descriptive Study.

This cross-sectional study aimed to explore various determinants of future physical activity (PA) participation in adolescents across sociodemographic groups. Sociodemographic characteristics (age, gender, ethnicity, deprivation status, physical disability status) were assessed in a national sample (n = 6906) of adolescents (12-17 years old) between 2017 and 2020 in New Zealand. The determinants of future PA participation chosen for analysis included current indicators of PA participation (i.e., total time, number of types, number of settings). We also examined widely recognised modifiable intrapersonal (i.e., physical literacy) and interpersonal (i.e., social support) determinants of current and future PA behaviour, along with indicators of PA availability issues. Older adolescents scored worse across all determinants of future PA than younger adolescents, with a key transition point appearing at 14-15 years of age. Māori and Pacific ethnicities scored best across each determinant category on average, with Asian populations scoring the worst. Gender diverse adolescents scored substantially worse than male and female adolescents across every determinant. Physically disabled adolescents scored worse than non-disabled across all determinants. Adolescents from medium and high deprivation neighbourhoods scored similarly across most determinants of future PA participation and both tended to score worse than people from low deprivation neighbourhoods. A particular focus on the improvement of future PA determinants is warranted within adolescents who are older, Asian, gender diverse, physically disabled, and from medium to high deprivation neighbourhoods. Future investigation should prioritise the longitudinal tracking of PA behaviours over time and develop interventions that affect multiple future PA determinants across a range of sociodemographic backgrounds.

The Association of Mobility, Social Deprivation, and Pediatric Primary Care Outcomes in Community Health Centers

To examine how social deprivation and residential mobility are associated with primary care use in children seeking care at community health centers (CHCs) overall and stratified by race and ethnicity. We used electronic health record open cohort data from 152 896 children receiving care from 15 US CHCs belonging to the OCHIN network. Patients were aged 3-17years, with ≥2 primary care visits during 2012-2017 and had geocoded address data. We used negative binomial regression to calculate adjusted rates of primary care encounters and influenza vaccinations relative to neighborhood-level social deprivation. Higher rates of clinic utilization were observed for children who always lived in highly deprived neighborhoods (RR=1.11, 95% CI=1.05-1.17) and those who moved from low-to-high deprivation neighborhoods (RR=1.05, 95% CI=1.01-1.09) experienced higher rates of CHC encounters compared with children who always lived in the low-deprivation neighborhoods. This trend was similar for influenza vaccinations. When analyses were stratified by race and ethnicity, we found these relationships were similar for Latino children and non-Latino White children who always lived in highly deprived neighborhoods. Residential mobility was associated with lower rates of primary care. These findings suggest that children living in or moving to neighborhoods with high levels of social deprivation used more primary care CHC services than children who lived in areas with low deprivation, but moving itself was associated with less care. Clinician and delivery system awareness of patient mobility and its impacts are important to addressing equity in primary care.

Longitudinal investigation of the presence of different trajectories and associated health and socio-economic determinants, for participants who report suicidal ideation within a community-based public health survey

ObjectiveGiven the paucity of evidence-based research investigating different suicidal ideation profiles and trajectories, this project sought to investigate health and socio-economic factors associated with the presence of suicidal ideation and...

Low neighborhood deprivation buffers against hippocampal neurodegeneration, white matter hyperintensities, and poorercognition.

There is increasing recognition that socioeconomic inequalities contribute to disparities in brain and cognitive health in older adults. However, whether neighborhood socioeconomic status (SES) buffers individuals with low individual SES against neurodegeneration, cerebrovascular disease, and poorercognitive function is not well understood. Here, we evaluated whether neighborhood deprivation (Townsend deprivation index) interacted with individual SES (composite household income and education levels) on hippocampus volume, regional cortical thickness, white matter hyperintensities, and cognition in 19,638 individuals (mean age = 54.8) from the UK Biobank. We found that individuals with low individual SES had the smallest hippocampal volumes, greatest white matter hyperintensity burden, and poorest cognition if they were living in high deprivation neighborhoods but that these deleterious effects on brain and cognitive function were attenuated if they were living in low deprivation neighborhoods (p for interactions < .05). While neighborhood deprivation did not interact with individual SES to influence regional cortical thickness, higher neighborhood deprivation was independently associated with lower cortical thickness in 16 regions (false discovery rate q < .05). Across multiple brain indices and cognitive function analyses, we found converging evidence suggesting that low neighborhood deprivation may have a neuroprotective effect against neurodegeneration, cerebrovascular pathology, and cognitive impairment, particularly in vulnerable individuals with low household income and education levels.

Neighborhood deprivation and coronary heart disease in patients with bipolar disorder

The aim was to study the potential effect of neighborhood deprivation on incident and fatal coronary heart disease (CHD) in patients with bipolar disorder. This was a nationwide cohort study which included all adults aged 30 years or older with bipolar disorder (n = 61,114) in Sweden (1997–2017). The association between neighborhood deprivation and the outcomes was explored using Cox regression analysis, with hazard ratios (HRs) and 95% confidence intervals (CIs). Patients with bipolar disorder living in neighborhoods with high or moderate levels of deprivation were compared with those living in neighborhoods with low deprivation scores. There was an association between level of neighborhood deprivation and incident and fatal CHD among patients with bipolar disorder. The HRs were 1.24 (95% CI 1.07–1.44) for men and 1.31 (1.13–1.51) for women for incident CHD among patients with bipolar disorder living in high deprivation neighborhoods compared to those from low deprivation neighborhoods, after adjustments for potential confounders. The corresponding HR for fatal CHD were 1.35 (1.22–1.49) in men and 1.30 (1.19–1.41) in women living in high deprivation neighborhoods. Increased incident and fatal CHD among patients with bipolar disorder living in deprived neighborhoods raises important clinical and public health concerns.

Neighborhood deprivation and obesity: Sex-specific effects of cross-sectional, cumulative and residential trajectory indicators

Obesity is a long-term health issue that is becoming increasingly prevalent. Very few studies have considered the life course effects of neighborhood characteristics on obesity. In a sample of 35,856 adult participants (representative of the population of the Province of Quebec in Canada), we measured the association between neighborhood deprivation and obesity using logistic modelling on indicators of cross-sectional neighborhood deprivation, cumulative neighborhood deprivation and trajectories of neighborhood deprivation. For cross-sectional exposure, we found that females in our sample had higher odds of being affected by obesity when living in high-deprivation (OR 1.73, CI 1.41–2.13) or medium-deprivation neighborhoods (OR 1.27, CI 1.07–1.51) compared to females living in low-deprivation neighborhoods. Males also had higher odds of being affected by obesity when living in medium or high deprivation. For cumulative exposure to neighborhood deprivation, only females in the second highest category for longitudinal exposure to deprived neighborhoods had significantly higher odds of living with obesity (OR 1.89 CI 1.12–3.19) compared to females in the low cumulative exposure category. Using sequence analysis to determine neighborhood deprivation trajectories for up to 17 years, we found that females with a Deprived upward (OR 1.75 CI 1.10–2.78), an Average downward (OR 1.75 CI 1.08–2.84) or a Deprived trajectory (OR 1.81 CI 1.45–2.86) had higher odds of living with obesity compared to the Privileged trajectory. For males, there were no significant associations. Using trajectory indicators was beneficial to our analyses because this method shows that not only are individuals in low socioeconomic status neighborhoods at the end of their trajectory more susceptible to living with obesity, but so are those exposed to neighborhood deprivation at the beginning of their trajectory. These results could help to more precisely identify individuals at higher risk of developing obesity-related health issues.

Neighbourhood material deprivation and severe maternal morbidity: a population-based cohort study in Ontario, Canada

ObjectivesRates of age-associated severe maternal morbidity (SMM) have increased in Canada, and an association with neighbourhood income is well established. Our aim was to examine SMM trends according to neighbourhood...

Factors Associated With Human Papillomavirus Vaccine Series Completion Among Adolescents

Most cancers associated with the human papillomavirus are preventable through vaccination. However, adolescent series completion rates are at 75.8%. Two vaccine doses are recommended for adolescents, but factors influencing 2-dose series completion are not well explored. The purpose of this study is to examine individual-level and community-level factors associated with timely human papillomavirus vaccine series completion among adolescents in the Southeastern U.S. Series completion was assessed from January 2018 to February 2019 among a cohort of adolescents initiating vaccination in 2017. Factors influencing overall series completion and timely series completion were assessed using multivariable logistic regression. Among the sample, 64.4% completed the vaccine series and 53.8% completed it timely (e.g., 14 months). Higher odds of series completion were among adolescents who were younger at vaccine initiation (AOR=1.94, 95% CI=1.50, 2.50), who traveled moderate distances to the clinic (AOR=1.62, 95% CI=1.03, 2.56), and who lived in low-deprivation neighborhoods (AOR=1.85, 95% CI=1.31, 2.60), and lower among Hispanic (AOR=0.62, 95% CI=0.45, 0.87) and non-Hispanic Black (AOR=0.66, 95% CI=0.54, 0.81) adolescents and among those without private insurance (AOR=0.68, 95% CI=0.56, 0.83). Timely series completion resulted in similar findings; however, lower odds were among Hispanic (AOR=0.63, 95% CI=0.43, 0.95) and non-Hispanic Black (AOR=0.68, 95% CI=0.50, 0.92) adolescents than among non-Hispanic other adolescents. Individual-level and community-level factors continue to influence adolescent series completion, despite a reduction in doses. Future research is needed to understand racial/ethnic and regional disparities in human papillomavirus vaccine series completion and to develop interventions to promote series completion.

Neighbourhood deprivation and obesity among 5656 pre-school children\u2014findings from mandatory school enrollment examinations

The risk of child obesity is strongly related to socioeconomic factors such as individual socioeconomic position (SEP) and neighbourhood deprivation. The present study analyses whether the relationship between neighbourhood deprivation and child obesity differs by child’s individual SEP. Data from 5656 children (5–7 years) from the mandatory school enrollment examinations of the pre-school cohorts 2017/2018 in Düsseldorf were analysed. Obesity was determined by the age- and gender-specific body mass index (BMI); neighbourhood deprivation by using the socio-spatial degree of deprivation of the children’s residential addresses; and individual SEP by the level of parental education. Using Poisson regression, we estimated prevalence ratios (PR with 95% confidence interval (CI)) of child obesity by neighbourhood deprivation and parental education. Interactions between neighbourhood deprivation and parental education were tested. The prevalence of child obesity increases with the degree of neighbourhood deprivation. Compared to children living in low deprivation neighbourhoods, the proportion of obese children was twice as high in high deprivation neighbourhoods (PR=2.02; CI=1.46–2.78). Likewise, children from families with medium and low education have twice the risk for obesity compared to children with high parental education (PR=2.05; CI=1.46–2.78). The relationship between neighbourhood deprivation and child obesity was significantly moderated by parental education; it was stronger for higher parental education than for medium and low parental education (p<.001).Conclusion: Our findings suggest that children from deprived neighbourhoods and families with lower education have a higher risk for child obesity. The identification of particularly deprived neighbourhoods with structural interventions in combination with the strengthening of parental health literacy seems reasonable.What is Known:• Studies show that children from disadvantaged neighbourhoods are more frequently obese.What is New:• The relationship between neighbourhood deprivation and child obesity is significantly moderated by parental education. It is stronger for children with higher parental education than for children with medium and low parental education.

Investigation to identify individual socioeconomic and health determinants of suicidal ideation using responses to a cross-sectional, community-based public health survey

ObjectivesTo address a gap in knowledge by simultaneously assessing a broad spectrum of individual socioeconomic and potential health determinants of suicidal ideation (SI) using validated measures in a large UK...

Neighborhood Deprivation and Risks of Autoimmune Disorders: A National Cohort Study in Sweden.

Background: No study to date, as far as we know, has analyzed the potential effect of neighborhood-level deprivation on autoimmune disorders (ADs), when adjusted for individual-level characteristics. Methods: A total of 5.4 million individuals from 8363 neighborhoods, comprising the whole Swedish population (ages 25–74 years), were followed for the period 1 January 2000, until admission due to diagnosis of ADs during the period of the study, or the conclusion of the study (31 December 2010). We used a neighborhood deprivation index, constructed from variables such as low education, low income, unemployment, and social welfare assistance, to assess the level of neighborhood deprivation. Multilevel logistic regression was used in the analysis with individual level characteristics at the first level and level of neighborhood deprivation at the second level. Results: A significant association between level of neighborhood deprivation and ADs was found. The crude odds were 1.32 (95% confidence interval 1.27–1.36) for those residing in the high-deprived neighborhoods compared to those living in low-deprivation neighborhoods. In the full model, where individual level characteristics were taken into account, the odds of ADs were 1.18 (1.14–1.22) in the most deprived neighborhoods. Certain Ads—angiitis hypersensitive (5.14), ankylosing spondylitis (1.66), celiac disease (1.65), Crohn’s disease (1.21), diabetes mellitus type 1 (1.45), Graves’s disease (1.13), Hashimoto thyroiditis (1.51), psoriasis (1.15), rheumatoid arthritis (1.15), sarcoidosis (1.20), and systemic sclerosis (1.27)—remained significantly associated with high level of neighborhood deprivation after adjustment for the individual-level variables. Conclusion: This study is the largest to date analyzing the potential influence of neighborhood deprivation on ADs. Our results indicate that neighborhood deprivation may affect risk of ADs, independent of individual level sociodemographic characteristics. For health care policies, both individual and neighborhood level approaches seem to be of importance.

Air pollution, neighborhood deprivation, and autism spectrum disorder in the Study to Explore Early Development

To examine whether neighborhood deprivation modifies the association between early life air pollution exposure and autism spectrum disorder (ASD), we used resources from a multisite case-control study, the Study to Explore Early Development. Cases were 674 children with confirmed ASD born in 2003-2006; controls were 855 randomly sampled children born during the same time period and residents of the same geographic areas as cases. Air pollution was assessed by roadway proximity and particulate matter <2.5 μm (PM2.5) exposure during pregnancy and first year of life. To characterize neighborhood deprivation, an index was created based on eight census tract-level socioeconomic status-related parameters. The continuous index was categorized into tertiles, representing low, moderate, and high deprivation. Logistic regression was used to estimate odds ratios (ORs) and corresponding 95% confidence intervals (CIs). Neighborhood deprivation modified (P for interaction = 0.08) the association between PM2.5 exposure during the first year of life and ASD, with a stronger association for those living in high (OR = 2.42, 95% CI = 1.20, 4.86) rather than moderate (OR=1.21, 95% CI = 0.67, 2.17) or low (OR=1.46, 95% CI = 0.80, 2.65) deprivation neighborhoods. Departure from additivity or multiplicativity was not observed for roadway proximity or exposures during pregnancy. These results provide suggestive evidence of interaction between neighborhood deprivation and PM2.5 exposure during the first year of life in association with ASD.

Association Between Neighborhood Deprivation and Heart Failure Among Patients With Diabetes Mellitus: A 10-Year Follow-Up Study in Sweden

BackgroundOur aim was to study the potential effect of neighborhood deprivation on incident heart failure (HF) in patients with diabetes mellitus (DM). MethodsThe study population included adults (n = 434,542) aged 30 years or older with DM followed from 2005 to 2015 in Sweden for incident HF. The association between neighborhood deprivation and the outcome was explored using Cox regression analysis, with hazard ratios (HRs) and 95% confidence intervals (95% CIs). All models were conducted in both men and women and adjusted for age, educational level, family income, employment status, region of residence, immigrant status, marital status, mobility, and comorbidities. DM patients living in neighborhoods with high or moderate levels of deprivation were compared with those living in neighborhoods with low deprivation scores (reference group). ResultsThere was an association between level of neighborhood deprivation and HF in DM patients. The HRs were 1.27, 95% CI 1.21–1.33, for men and 1.30, 95% CI 1.23–1.37, for women) among DM patients living in high deprivation neighborhoods compared with those from low deprivation neighborhoods. After adjustments for potential confounders, the higher HRs of HF remained significant: 1.11, 95% CI 1.06–1.16, in men and 1.15, 95% CI 1.09–1.21, in women living in high deprivation neighborhoods. ConclusionsIncreased incidence rates of HF among DM patients living in deprived neighborhoods raise important clinical and public health concerns. These findings could serve as an aid to policy-makers when allocating resources in primary health-care settings as well as to clinicians who encounter patients in deprived neighborhoods.

Family and neighborhood socioeconomic inequality in cryptorchidism and hypospadias: A nationwide study from Sweden.

To examine whether there is an association between neighborhood deprivation and incidence of cryptorchidism and hypospadias, after accounting for family-level and individual-level sociodemographic characteristics. All boys born in Sweden between January 1, 2001 and December 31, 2010 were followed. Data were analyzed by multilevel logistic regression, with family-level and individual-level characteristics at the first level and level of neighborhood deprivation at the second level. During the study period, among a total of 497,584 boys, 8,584 (1.7%) and 3,704 (0.7%) were diagnosed with cryptorchidism and hypospadias, respectively. Cumulative rates for cryptorchidism and hypospadias increased with increasing levels of neighborhood deprivation. In the study population, 1.5 per 100 and 2.0 per 100 boys, in the least and most deprived neighborhoods were diagnosed with cryptorchidism and 0.7 per 100 and 0.9 per 100 boys were diagnosed with hypospadias. Incidence of hospitalization for cryptorchidism and hypospadias increased with increasing neighborhood-level deprivation across all family-level and individual-level sociodemographic categories. The odds ratio (OR) for cryptorchidism and hypospadias for those living in high-deprivation neighborhoods versus those living in low-deprivation neighborhoods was 1.13 (95% confidence interval [CI] = 1.05-1.21) and 1.24 (95% CI = 1.12-1.37). High neighborhood deprivation remained significantly associated with higher odds of hypospadias after adjustment for family-level and individual-level sociodemographic characteristics (OR = 1.20, 95% CI = 1.08-1.35). This study is the largest so far on neighborhood influences on cryptorchidism and hypospadias. Our results suggest that neighborhood deprivation is associated with a moderate incidence of hypospadias independent of family-level and individual-level sociodemographic characteristics.

Health and Social Difficulties in High School Students using High Amounts of Alcohol and Drugs: Implications for Screening

ABSTRACTThe use of frequency-based criteria to detect harmful substance use in adolescents is rare despite its potential to identify young people at risk. We compared high school students who use high amounts of substances to students with lower levels (or nil) of use across health and well-being indicators to explore the feasibility of this kind of categorization. Based on survey questions from Youth'12, a cross-sectional adolescent health survey involving 3% (8,500) of New Zealand high school students, we selected criteria indicative of substance use that would warrant specialist alcohol and other drugs (AOD) treatment. Two sets of “high-use” criteria (e.g., drinking “alcohol most days a week or more”) for both older and younger adolescents were selected. Eleven percent of students met criteria for “high use,” with higher rates in males and older students. Rates of high use were similar across high-, medium- and low-deprivation neighborhoods. Binge alcohol use (9.2%) was the predominant form of “high use.” Students with “high use” reported poorer health outcomes across numerous areas including mental health, physical health, risk behaviors, and access to health care. Only 5% of “high-use” students had accessed an AOD service. The wide range of negative health outcomes associated with a high level of substance use suggests that brief screening focusing on the level of substance use may help in identifying young people at risk. Simple and brief processes may improve the uptake and implementation of screening in primary care and other settings, and further research in this area is recommended.