Neighborhood-level Deprivation Research Articles

Does the effect of adolescent health behaviours on adult cardiometabolic health differ by socioeconomic background? Protocol for a population-based cohort study

IntroductionAdolescence is a sensitive period for cardiometabolic health. Yet, it remains unknown if adolescent health behaviours, such as alcohol use, smoking, diet and physical activity, have differential effects across socioeconomic...

Correlating neighborhood-level deprivation and pediatric metabolic dysfunction-associated steatotic liver disease.

The primary objective of this study is to further explore associations between social influencers of health and markers of disease severity at the time of presentation of patients with pediatric metabolic dysfunction-associated steatotic liver disease (MASLD) using neighborhood-level Area Deprivation Index (ADI) scores. A retrospective cross-sectional study was conducted among 344 pediatric MASLD patients. Each patient received an ADI score based on their 9-digit zip code. Groups were defined as low (≤5) and high (6≥) ADI. Associations between ADI and symptomatology and laboratory values at presentation, as well as initial liver biopsy pathology were tested via analyses of covariance, χ2 testing, and logistic regressions. The mean ADI was 6.54 (SD = 2.09). ADI groups did not significantly differ in age of presentation, type of presentation, or associated conditions, except for the higher ADI group having on average lower vitamin D levels (26.70 vs. 29.91, p = 0.02) and being two times more likely to also be diagnosed with low HDL levels (p = 0.04, 95% CI1.04-3.89). Mean transaminases and histopathologic nonalcoholic fatty liver disease (NAFLD) Activity Scores did not significantly differ between ADI groups. Pediatric patients with MASLD in this study span the entire spectrum of neighborhood deprivation. There were no differences in presentation characteristics or severity of MASLD, aside from lower HDL-cholesterol and vitamin D values in the high ADI group. Area deprivation was not predictive of more severe disease as assessed by serum transaminases and liver biopsy NAFLD activity scores.

Distinct effects of racial and socioeconomic disparities on biliary atresia diagnosis and outcome.

To identify and distinguish between racial and socioeconomic disparities in age at hepatology care, diagnosis, access to surgical therapy, and liver transplant-free survival in patients with biliary atresia (BA). Single-center retrospective cohort study of 69 BA patients from 2010 to 2021. Patients were grouped into White and non-White cohorts. The socioeconomic milieu was analyzed utilizing neighborhood deprivation index, a census tract-based calculation of six socioeconomic variables. The primary outcomes of this study were timing of the first hepatology encounter, surgical treatment with hepatic portoenterostomy (HPE),and survival with native liver (SNL) at 2years. Patients were 55% male and 72% White. White patients were referred at a median of 34 days (interquartile range [IQR]: 17-65) vs. 67 days (IQR: 42-133; p = 0.001) in non-White patients. White infants were more likely to undergo HPE (42/50 patients; 84%) compared to non-White (10/19; 53%), odds ratio (OR) 4.73 (95% confidence interval: 1.46-15.31; p = 0.01). Independent of race, patients exposed to increased neighborhood-level deprivation were less likely to receive HPE (OR: 0.49, p = 0.04) and achieve SNL (OR: 0.54, p = 0.02). Racial and socioeconomic disparities are independently associated with timely BA diagnosis, access to surgical treatment, and transplant-free survival. Public health approaches to improve screening for pathologic jaundice in infants of diverse racial backgrounds and to test and implement interventions for socioeconomically at-risk families are needed.

Abstract TP96: Association Between Infarct Volume, Neighborhood-Level Deprivation, and Outcomes in Pediatric Stroke

Introduction: Recent studies in adults have reported an association between neighborhood-level deprivation, infarct volume and outcome. However, this is yet to be investigated in pediatric arterial ischemic stroke (AIS). Our study aimed to assess the relationship between neighborhood-level deprivation, infarct volume, and neurological outcome in children diagnosed with AIS. Methods: We conducted a study of a consecutive cohort of children aged > 28 days-18 years and diagnosed with AIS between 2004 and 2019 at a comprehensive stroke center. Patient demographic, clinical characteristics and neighborhood material deprivation data including household income, parental educational attainment, the proportion of single-parent families, and housing quality were collected. Lesion volumes were determined by conducting semi-automatic segmentation of diffusion-weighted MRI brain scans at stroke presentation. Neurological outcome was assessed using the Pediatric Stroke Outcome Measure Severity Classification System wherein poor outcome was defined as moderate-to-severe deficit at 18 months post-stroke. Wilcoxon rank sum test was conducted. Results: Seventy-two patients were included in the study (62% male, median age of stroke onset 6.1 years [IQR 1.0-12.7]). 39% of patients were White, 72% lived in an urban region, and 64% in highly deprived neighborhoods. 70% of patients arrived within 6 hours from onset of stroke. Cardiac disease and other risk factors including infection and head trauma represented the most common risk factor. 55% presented with moderate stroke severity (as per the PedNIHSS). Median lesion volume was 14 cm 3 (IQR 2-51) and a mean infarct volume of 3% was reported. Race, rurality, and neighborhood-level material deprivation were not significantly associated with either percent infarct volume or neurological outcome; however, percent infarct volume was significantly associated with neurological outcome at 18 months post-stroke (W = 79, p = 0.025). Conclusion: Our study findings confirm the relationship between infarct volume and pediatric AIS outcomes. Future multi-center studies are warranted to further understand the interplay between material deprivation, infarct volume, and post-AIS neurological outcomes in children.

Disparities in the Diagnosis and Management of Infants Hospitalized With Inadequate Weight Gain.

To evaluate the association between race and the named etiology for inadequate weight gain among hospitalized infants and assess the differences in management. This single-center retrospective cohort study of infants hospitalized for the workup and management of inadequate weight gain used infant race and neighborhood-level socioeconomic deprivation as exposures. The etiology of inadequate weight gain was categorized as nonorganic, subjective organic (ie, gastroesophageal reflux and cow's milk protein intolerance), or objective organic (eg, hypothyroidism). The management of inadequate weight gain was examined in secondary outcomes. Among 380 infants, most were white and had a nonorganic etiology of inadequate weight gain. Black infants had 2.3 times higher unadjusted odds (95% credible interval [CI] 1.17-4.76) of a nonorganic etiology of inadequate weight gain compared with white infants. After adjustment, there was no association between race and etiology (adjusted odds ratio 0.8, 95% CI [0.44-2.08]); however, each 0.1 increase in neighborhood-level deprivation was associated with 80% increased adjusted odds of a nonorganic etiology of inadequate weight gain (95% CI [1.37-2.4]). Infants with a nonorganic etiology of inadequate weight gain were more likely to have social work and child protective service involvement and less likely to have nasogastric tube placement, gastroenterology consults, and speech therapy consults. Infants from neighborhoods with greater socioeconomic deprivation were more likely to have nonorganic causes of inadequate weight gain, disproportionately affecting infants of Black race. A nonorganic etiology was associated with a higher likelihood of social interventions and a lower likelihood of medical interventions.

Association of the Child Opportunity Index and Inpatient Illness Severity in the United States, 2018-2019

ObjectiveChildren residing in impoverished neighborhoods have reduced access to healthcare resources. Our objective was to identify potential associations between Child Opportunity Index (COI), a composite score of neighborhood characteristics, and inpatient severity of illness and clinical trajectory among United States (US) children. MethodsThis retrospective cohort study assessed data using the Pediatric Health Information System Registry from 2018 and 2019. Primary exposure variable was COI level (range: very low [CO1 1], low [COI 2], moderate [COI 3], high [COI 4], and very high [COI 5]). Markers of inpatient clinical severity included index mortality, Pediatric Intensive Care Unit (PICU) admission, invasive mechanical ventilation (IMV), and hospital length of stay (LOS). Subgroup analysis of COI variance and clinical outcome variation by United States Census Geographic Regions was conducted. Adjusted regression analysis was utilized to understand associations between COI and inpatient clinical severity outcomes. ResultsOf the 132,130 encounters, 44% resided in very low or low COI neighborhoods. In adjusted models, very low COI was associated with increased mortality (aOR: 1.35, 95% CI: 1.05-1.74, P = 0.002), PICU admission (aOR: 1.06, 95% CI: 1.02-1.11, P = 0.014), IMV (aOR: 1.12, 95% CI: 1.04-1.21, P = 0.002), and higher hospital LOS (P = 0.045). Regional variation by COI depicted the East North Central region having the highest rate of mortality (20.5%), p < 0.001, and PICU admissions (23%), p = 0.014. ConclusionOur multicenter, retrospective study highlights the interaction between neighborhood-level deprivation and worsened health disparities, indicating a need for prospective study. What’s NewOur study adds a national assessment of hospitalized children and their clinical outcomes as it relates to the Childhood Opportunity Index. We indicate areas that public health research and intervention should focus to determine approaches for more equitable healthcare.

Association of neighbourhood-level material deprivation with adverse outcomes and processes of care among patients with heart failure in a single-payer healthcare system: A population-based cohort study.

We studied the association between neighbourhood material deprivation, a metric estimating inability to attain basic material needs, with outcomes and processes of care among incident heart failure patients in a universal healthcare system. In a population-based retrospective study (2007-2019), we examined the association of material deprivation with 1-year all-cause mortality, cause-specific hospitalization, and 90-day processes of care. Using cause-specific hazards regression, we quantified the relative rate of events after multiple covariate adjustment, stratifying by age ≤65 or ≥66 years. Among 395 763 patients (median age 76 [interquartile range 66-84] years, 47% women), there was significant interaction between age and deprivation quintile for mortality/hospitalization outcomes (p ≤ 0.001). Younger residents (age ≤65 years) of the most versus least deprived neighbourhoods had higher hazards of all-cause death (hazard ratio [HR] 1.19, 95% confidence interval [CI] 1.10-1.29]) and cardiovascular hospitalization (HR 1.29 [95% CI 1.19-1.39]). Older individuals (≥66 years) in the most deprived neighbourhoods had significantly higher hazard of death (HR 1.11 [95% CI 1.08-1.14]) and cardiovascular hospitalization (HR 1.13 [95% CI 1.09-1.18]) compared to the least deprived. The magnitude of the association between deprivation and outcomes was amplified in the younger compared to the older age group. More deprived individuals in both age groups had a lower hazard of cardiology visits and advanced cardiac imaging (all p < 0.001), while the most deprived of younger ages were less likely to undergo implantable cardioverter-defibrillator/cardiac resynchronization therapy-pacemaker implantation (p = 0.023), compared to the least deprived. Patients with newly-diagnosed heart failure residing in the most deprived neighbourhoods had worse outcomes and reduced access to care than those less deprived.

Abstract 16730: Neighborhood Deprivation and Left Ventricular Mass in Women, NGHS Longitudinal Cohort Analysis

Left ventricular hypertrophy is an independent predictor of cardiovascular disease. Neighborhood level deprivation is a risk factor for increased morbidity and mortality for a variety of diseases and conditions. However, to date, no study has assessed the relationship between neighborhood level deprivation and left ventricular hypertrophy. Methods: The NHLBI National Growth and Health Study (NGHS) is a 36-year longitudinal study of 871 women (50% white/50% Black). All participants were enrolled between 9-10 years of age in 1987. Annual assessments of anthropometric, echocardiographic and neighborhood level deprivation data, between the ages of 20-28 years (visits 11-17), were analyzed. We assessed the relationship between quartiles of deprivation index (DI) (high/worst, moderately high, moderately low, low/best) at ~age 20 years with levels of systolic blood pressure (SBP), body mass index (BMI) and indexed left ventricular mass (LVMI, g/m 2.7 ), between ages 20-28, adjusting for race. Results: Data from 531 (55% Black) women were examined. Compared to the lowest DI quartile, the highest DI quartile exposure at ~20 years was associated with a 3.37 [1.34, 8.44] greater odds of BMI &gt; 30 (obesity) at age 28, p=0.01 . An interaction between visit and DI quartile was significant, such that women in the highest DI quartile at age 20 had greater increases in BMI by age 28 than those in lower DI quartiles ( p=0.001 , Figure 1). There was no significant relationship between SBP and DI quartile in this cohort (data not shown). Compared with women who resided in the lower 2 DI quartiles at age 20, the LVMI of women exposed to higher (worse) DI was significantly greater after age 23 (visit 14 , p&lt;0.05 , Figure 2). Conclusion(s): In summary, increased deprivation is associated with increased BMI in young adult women, adjusting for race. In addition, increased deprivation is also associated with greater indexed left ventricular mass, an independent predictor of cardiovascular disease.

Abstract 17035: Relationship Between Neighborhood Level Deprivation and Blood Pressure Among 122,177 Adolescents, Analysis of PEDSnet Data

Introduction: Hypertension (HTN) begins in youth and accounts for ~80% of the cardiovascular disease burden in the US. Socio/environmental factors are critical, and greater knowledge of the relationship between neighborhood level deprivation and blood pressure (BP) in youth is needed. Hypothesis: We hypothesized that greater neighborhood deprivation is associated with intermediate/poor BP status in adolescents even after adjusting for other factors. Methods: Data from 2009 to 2019 were extracted from PEDSnet (a PCORI-funded aggregate of pediatric health data). We modeled the relationship between BP and neighborhood deprivation based on national Area Deprivation index (ADI; scaled 1-100) tertiles (ADI&lt;25=best/low, 25-52, &gt; 52=worst/high). The BP status of each youth was coded as good (BP score: 80-100) or intermediate/poor (BP score: 0-80) where BP score=100 if median BP &lt;120/80mmHg and score=75 if median BP 120-129/&lt;80mmHg. Analyses were carried out using SAS 9.4 with p&lt;0.05 considered significant. The outcome of interest was poor/intermediate BP score. Results: Data from 122,177 youth, 13-17 years of age were analyzed. 51% were female, 58% were non-Hispanic white, and 22% non-Hispanic Black. 24% lived in neighborhoods with ADI &lt;25; 35% lived in neighborhoods with ADI &gt; 52. In a multivariate logistic model, ADI &gt; 52 was associated with a 49% greater odds of intermediate/poor BP score. Due to significant interactions between ethnicity-race and ADI, compared to non-Hispanic Black youth, non-Hispanic White and Other youth had lower odds of intermediate/poor BP score by univariate analysis, but greater odds in the full model (Table). Female sex was associated with lower odds of HTN. The model’s goodness of fit was strong with a ROC, AUC of 0.73 (Figure). Conclusions: Higher neighborhood deprivation is associated with greater odds of hypertension in adolescents. Greater emphasis on measures to mitigate this risk are needed.

Neighborhood deprivation and racial differences in in vitro fertilization outcomes

BACKGROUNDThere are significant racial disparities in in vitro fertilization outcomes, which are poorly explained by individual-level characteristics. Environmental factors such as neighborhood-level socioeconomic factors may contribute to disparities in in vitro fertilization outcomes; however, few studies have directly addressed this research question in a large, racially diverse cohort. OBJECTIVETo investigate whether neighborhood deprivation is associated with differences in in vitro fertilization outcomes. STUDY DESIGNOur retrospective cohort study included 1110 patients who underwent 2254 autologous in vitro fertilization cycles between 2014 and 2019 at an academic fertility center in the Southeastern United States. Neighborhood deprivation was estimated using the neighborhood deprivation index, a composite variable measuring community levels of material capital based off poverty, occupation, housing, and education domains. Using multivariable log-binomial generalized estimating equations with cluster weighting, risk ratios (RR) and 95% confidence intervals (CI) were estimated for cycle cancellation, miscarriage (defined as spontaneous pregnancy loss before twenty weeks after a confirmed intrauterine gestation), and live birth according to patient neighborhood deprivation index. RESULTSThere were positive associations between increasing neighborhood deprivation index (indicating worsening neighborhood deprivation) and body mass index, as well as increasing prevalence of tubal and uterine factor infertility diagnoses. The crude probability of live birth per cycle was lower in Black (24%) versus White patients (32%) and the crude probability of miscarriage per clinical pregnancy was elevated in Black (22%) as compared to White patients (12%). After adjustment, neighborhood deprivation index was not significantly associated with risk of cycle cancellation or live birth. Results were consistent when analyses were stratified by race. CONCLUSIONOur research demonstrates racial disparities between Black and White women in the incidence of miscarriage and live birth following in vitro fertilization. While level of neighborhood deprivation was closely related to race, it did not have strong associations with in vitro fertilization outcomes in our population as a whole or within strata of race.

Abstract 15416: High Neighbourhood-Level Material Deprivation is Associated With Increased Rates of Cardiovascular Outcomes in Patients With ASCVD: A Population-Based Cohort Study

Background: Disparities in atherosclerotic cardiovascular disease (ASCVD) may persist even in jurisdictions with universal health care. The aim of this study was to examine the relationship between material deprivation and cardiovascular (CV) events in a population with established ASCVD. Methods: This population-based cohort study identified individuals in Ontario, Canada ≥66 years old as of January 1, 2019, with an ASCVD event in the prior 10 years. The primary exposure was neighbourhood-level material deprivation, denoting the inability to attain basic material needs, categorized into quintiles, from Q1 (least deprived) to Q5 (most deprived). Cause-specific hazard models estimated the association between material deprivation and CV outcomes over 3 years, adjusted for baseline characteristics. Trend tests across deprivation quintiles were performed. Results: Among 195,742 individuals with established ASCVD (median age 76 years, 37.3% female), individuals in the most deprived neighbourhoods (Q5) had higher rates of co-morbid conditions and CV disease, including myocardial infarction (MI), angina, peripheral artery disease, and coronary artery bypass grafts, compared to those in the least deprived neighbourhoods (Q1). Q5 residents had higher hazards of the composite outcome of all-cause death, MI, or stroke (hazard ratio [HR], 1.20 [95% CI, 1.16-1.24]), and component outcomes: all-cause death (HR, 1.23 [95% CI, 1.19-1.28]), MI (HR, 1.20 [95% CI, 1.11-1.31]), stroke (HR, 1.13 [95% CI, 1.03-1.23]), and heart failure (HR, 1.22 [95% CI, 1.16-1.28]), compared to Q1 residents. There were no significant differences for Q5 versus Q1 for coronary revascularization (HR, 0.97 [95% CI, 0.90-1.04]). We observed a progressive increase in risk across each quintile of deprivation (P-trend &lt;0.05 for all outcomes). Conclusion: Despite universal health care, increasing deprivation was independently associated with higher rates of CV outcomes.

Individual- and neighborhood-level characteristics of lung cancer screening participants undergoing telemedicine shared decision making

BackgroundAlthough lung cancer screening (LCS) for high-risk individuals reduces lung cancer mortality in clinical trial settings, many questions remain about how to implement high-quality LCS in real-world programs. With the increasing use of telemedicine in healthcare, studies examining this approach in the context of LCS are urgently needed. We aimed to identify sociodemographic and other factors associated with screening completion among individuals undergoing telemedicine Shared Decision Making (SDM) for LCS.MethodsThis retrospective study examined patients who completed Shared Decision Making (SDM) via telemedicine between May 4, 2020 – March 18, 2021 in a centralized LCS program. Individuals were categorized into Complete Screening vs. Incomplete Screening subgroups based on the status of subsequent LDCT completion. A multi-level, multivariate model was constructed to identify factors associated with incomplete screening.ResultsAmong individuals undergoing telemedicine SDM during the study period, 20.6% did not complete a LDCT scan. Bivariate analysis demonstrated that Black/African-American race, Medicaid insurance status, and new patient type were associated with greater odds of incomplete screening. On multi-level, multivariate analysis, individuals who were new patients undergoing baseline LDCT or resided in a census tract with a high level of socioeconomic deprivation had significantly higher odds of incomplete screening. Individuals with a greater level of education experienced lower odds of incomplete screening.ConclusionsAmong high-risk individuals undergoing telemedicine SDM for LCS, predictors of incomplete screening included low education, high neighborhood-level deprivation, and new patient type. Future research should focus on testing implementation strategies to improve LDCT completion rates while leveraging telemedicine for high-quality LCS.

Influence of neighborhood-level socioeconomic deprivation and individual socioeconomic position on risk of developing type 2 diabetes in older men: a longitudinal analysis in the British Regional Heart Study cohort

IntroductionEvidence from longitudinal studies on the influence of neighborhood socioeconomic deprivation in older age on the development of type 2 diabetes mellitus (T2DM) is limited. This study investigates the prospective...

Social Deprivation and Population Density Trajectories Before and After Psychotic Disorder Diagnosis

People with psychosis are more likely to be born and live in densely populated and socioeconomically deprived environments, but it is unclear whether these associations are a cause or consequence of disorder. To investigate whether trajectories of exposure to deprivation and population density before and after diagnosis are associated with psychotic disorders or nonpsychotic bipolar disorder. This nested case-control study included all individuals born in Sweden between January 1, 1982, and December 31, 2001, diagnosed for the first time with an International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) psychotic disorder or nonpsychotic bipolar disorder between their 15th birthday and cohort exit (December 31, 2016). One sex- and birth year-matched control participant per case was selected. Data analysis was performed from July 2021 to June 2023. The main exposures were quintiles of neighborhood-level deprivation and population density each year from birth to age 14 years and from first diagnosis until cohort exit. The main outcomes were the odds of a serious mental illness outcome associated with trajectories of deprivation and population density, before and after diagnosis in cases. Group-based trajectory modeling was used to derive trajectories of each exposure in each period. Logistic regression was used to examine associations with outcomes. A total of 53 458 individuals (median [IQR] age at diagnosis in case patients, 23.2 [15.0-34.8] years; 30 746 [57.5%] female), including 26 729 case patients and 26 729 control participants, were studied. From birth to early adolescence, gradients were observed in exposure to deprivation and population density trajectories during upbringing and psychotic disorder, with those in the most vs least deprived (adjusted odds ratio [AOR], 1.17; 95% CI, 1.08-1.28) and most vs least densely populated (AOR, 1.49; 95% CI, 1.34-1.66) trajectories at greatest risk. A strong upward mobility trajectory to less deprived neighborhoods was associated with similar risk to living in the least deprived trajectory (AOR, 1.01; 95% CI, 0.91-1.12). Only 543 case patients (2.0%) drifted into more deprived areas after diagnosis; people with psychotic disorder were more likely to belong to this trajectory (AOR, 1.38; 95% CI, 1.16-1.65) or remain in the most deprived trajectory (AOR, 1.36; 95% CI, 1.24-1.48) relative to controls. Patterns were similar for nonpsychotic bipolar disorder and deprivation but weaker for population density. In this case-control study, greater exposure to deprivation during upbringing was associated with increased risk of serious mental illness, but upward mobility mitigated this association. People with serious mental illness disproportionately remained living in more deprived areas after diagnosis, highlighting issues of social immobility. Prevention and treatment should be proportionately located in deprived areas according to need.

Association Between Neighborhood Deprivation and Child Cognition in Clinically Referred Youth.

When socioeconomic status is measured at the individual and/or family level, it has long been associated with cognition in children. However, the association between neighborhood deprivation, an index of community-level socioeconomic status, and child cognition is not fully understood. The goal of this study was to investigate (1) the relationship between neighborhood deprivation and child cognitive functioning and (2) whether child age moderates the relationship between cognitive functioning and neighborhood deprivation. This study included 9878 children, ages 3 through 17 years (M = 10.4 yrs, SD = 3.4 yrs). Data were gathered from children referred for and evaluated at an urban, outpatient neuropsychology assessment clinic between 2006 and 2022, located in the Mid-Atlantic region of the United States. Neighborhood socioeconomic status was measured at the census block level using the Area Deprivation Index composite. There was a 20-point median difference in overall intelligence between the neighborhoods with the lowest and highest levels of deprivation. Overall intelligence and verbal comprehension, compared with working memory, fluid reasoning, and processing speed, demonstrated the strongest negative association with neighborhood deprivation (all p < 0.05). Older children had lower overall intelligence scores compared with younger children in neighborhoods with high levels of deprivation ( p < 0.01), suggesting a cumulative influence of poverty exposure. This study demonstrates the stark disparities in child cognitive functioning across levels of neighborhood deprivation. Findings support the importance of access to early interventions and services that promote intellectual growth and verbal capacity among children who live in neighborhoods with great deprivation.

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.

Geographic variation in HCV treatment penetration among people who inject drugs in Baltimore, MD.

We evaluated geographic heterogeneity in hepatitis C virus (HCV) treatment penetration among people who inject drug (PWID) across Baltimore, MD since the advent of direct-acting antivirals (DAAs) using space-time clusters of HCV viraemia. Using data from a community-based cohort of PWID, the AIDS Linked to the IntraVenous Experience (ALIVE) study, we identified space-time clusters with higher-than-expected rates of HCV viraemia between 2015 and 2019 using scan statistics. We used Poisson regression to identify covariates associated with HCV viraemia and used the regression-fitted values to detect adjusted space-time clusters of HCV viraemia in Baltimore city. Overall, in the cohort, HCV viraemia fell from 77% in 2015 to 64%, 49%, 39% and 36% from 2016 to 2019. In Baltimore city, the percentage of census tracts where prevalence of HCV viraemia was ≥85% dropped from 57% to 34%, 25%, 22% and 10% from 2015 to 2019. We identified two clusters of higher-than-expected HCV viraemia in the unadjusted analysis that lasted from 2015 to 2017 in East and West Baltimore and one adjusted cluster of HCV viraemia in West Baltimore from 2015 to 2016. Neither differences in age, sex, race, HIV status, nor neighbourhood deprivation were able to explain the significant space-time clusters. However, residing in a cluster with higher-than-expected viraemia was associated with age, sex, educational attainment and higher levels of neighbourhood deprivation. Nearly 4 years after DAAs became available, HCV treatment has penetrated all PWID communities across Baltimore city. While nearly all census tracts experienced improvements, change was more gradual in areas with higher levels of poverty.

The Contribution of Neighborhood Context to the Association of Race with Severe Maternal Morbidity.

Severe maternal morbidity (SMM) has disproportionate frequencies among racial minorities and those of socioeconomic disadvantage, with people of Black race consistently having the highest proportion. Neighborhood level deprivation has been associated with maternal morbidity and mortality, including adverse pregnancy outcomes. We sought to explore the relationship between neighborhood socioeconomic disadvantage and SMM and describe how neighborhood context impacts the relationship between race and SMM. We performed a retrospective cohort analysis of all delivery admissions in a single health care network from 2015 to 2019. Area deprivation index (ADI) was used to represent neighborhood socioeconomic disadvantage and is a composite index of neighborhood that spans income, education, household characteristics, and housing. The index ranges from 1 to 100 with higher values indicating higher disadvantage. Logistic regression assessed the relationship between ADI and SMM and estimated the effect that ADI has on the relationship between race and SMM. Of the 63,208 birthing persons in our cohort, the unadjusted incidence of SMM was 2.2%. ADI was significantly associated with SMM, with higher values conferring higher risk for SMM (p < 0.001). The absolute risk of SMM increased roughly by 1.0% from the lowest to highest ADI value. Those of Black race had the highest unadjusted incidence of SMM compared with the referent group (3.4 vs. 2.0%) and highest median ADI (92; interquartile range [IQR]: 20). In the multivariable model, in which the primary exposure was race and ADI was adjusted for, Black race had a 1.7 times odds SMM when compared with White race (95% confidence interval [CI]: 1.5-1.9). This association was attenuated to 1.5 adjusted odds when controlling for ADI (95% CI: 1.3-1.7). Risk attenuation for SMM was not seen in other race categories. Neighborhood context contributes to SMM but does not explain the majority of racial disparities. · Neighborhood context is associated with SMM, with higher disadvantage conferring higher risk.. · Compared with White race, all other races had higher rates of SMM, with Black race having the highest.. · Accounting for neighborhood modestly attenuates the magnitude of association of Black race with SMM.. · Neighborhood context contributes to health outcomes but does not explain the majority of disparities..

Latent Transitions of Census-level Deprivation and Network Analysis of Conduct Problem Behaviours.

Conduct problems are more prevalent in neighbourhoods that have a vulnerable structure (e.g., high neighbourhood-level deprivation) and disarranged interpersonal characteristics (e.g., low social cohesion and informal social control at the neighbourhood level). However, as an indicator of neighbourhood structure, neighbourhood deprivation has typically not been assessed longitudinally and solely based on neighbourhood-level socioeconomic status rather than a wide variety of census-level deprivation indicators. Also, few studies have examined which CD behaviours (e.g., stealing) interplay with neighbourhood risks (e.g., low social cohesion). In this study, latent transitions of neighbourhood-level deprivation patterns, based on census-level information, were estimated between age 12.5 and 15.5 using the Avon Longitudinal Study of Parents and Children (ALSPAC). In network models, we employed multi-informant variables and estimated interplays between mother-reported CD behaviours and child-reported social cohesion, informal social control and deviant peer affiliations within different patterns of the latent neighbourhood-level deprivation transitions. We identified three constant deprivation patterns: deprived, intermediate and low pattern. In the deprived pattern, the CD behaviour "bullying" had the highest interplay with lack of social cohesions, social control, and high deviant peer affiliation. In contrast, non-violent CD behaviours: "lying" and "staying after dark ", showed importance in the intermediate and low patterns, respectively. Regardless of deprivation patterns, social cohesion played a protective role, whereas affiliation with deviant peers involved in property crime was a risk factor for CD behaviours. The identified CD behaviours can serve as a screening tool, and interventions increasing social cohesion might mitigate CD development.

Neighbourhood-level social deprivation and the risk of recurrent heart failure hospitalizations in type 2 diabetes.

The importance of type 2 diabetes mellitus (T2D) in heart failure hospitalizations (HFH) is acknowledged. As information on the prevalence and influence of social deprivation on HFH is limited, we studied this issue in a racially diverse cohort. Linking data from US Veterans with stable T2D (without prevalent HF) with a zip-code derived population-level social deprivation index (SDI), we grouped them according to increasing SDI as follows: SDI: group I: ≤20; II: 21-40; III: 41-60; IV: 61-80; and V (most deprived) 81-100. Over a 10-year follow-up period, we identified the total (first and recurrent) number of HFH episodes for each patient and calculated the age-adjusted HFH rate [per 1000 patient-years (PY)]. We analysed the incident rate ratio between SDI groups and HFH using adjusted analyses. In 1 012 351 patients with T2D (mean age 67.5 years, 75.7% White), the cumulative incidence of first HFH was 9.4% and 14.2% in SDI groups I and V respectively. The 10-year total HFH rate was 54.8 (95% CI: 54.5, 55.2)/1000 PY. Total HFH increased incrementally from SDI group I [43.3 (95% CI: 42.4, 44.2)/1000 PY] to group V [68.6 (95% CI: 67.8, 69.9)/1000 PY]. Compared with group I, group V patients had a 53% higher relative risk of HFH. The negative association between SDI and HFH was stronger in Black patients (SDI × Race pinteraction < .001). Social deprivation is associated with increased HFH in T2D with a disproportionate influence in Black patients. Strategies to reduce social disparity and equalize racial differences may help to bridge this gap.