Materially Deprived Research Articles

Material deprivation is associated with liver stiffness and liver-related outcomes in people with HIV.

Socioeconomic status (SES) is a driver of health disparities and chronic diseases. People with HIV (PWH) are at risk for chronic liver diseases. We evaluated the association between low SES and hepatic outcomes in PWH. We included PWH from a prospective cohort. SES was assessed by the Pampalon material and social deprivation index to classify the cohort into quintiles of deprivation. Multivariable linear regression was used to investigate associations of material and social deprivation with liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) as markers of hepatic fibrosis and steatosis, respectively. Incidence of outcomes was evaluated through survival analysis. Among the 804 PWH included, 45% and 72% were living in areas of the highest material and social deprivation, respectively. Materially deprived PWH were more frequently female and of non-white ethnicity and had higher prevalence of metabolic comorbidities. After adjustments, material deprivation correlated with increased LSM (β = 1.86, 95% CI 0.53-3.17) but not with CAP (β = 6.47, 95% CI -5.55-18.49). Patients were observed for a median follow-up of 3.8 years. Incidence of liver-related events was higher in most materially deprived compared to most privileged PWH (hazard ratio 3.03, 95% CI 1.03-8.92), while there was no difference in extrahepatic outcomes or all-cause mortality. Social deprivation showed no association with either LSM or clinical outcomes. Living in materially deprived neighbourhoods as a proxy for lower SES, is associated with LSM and liver-related events in PWH. Future strategies should explore mechanisms underlying these relationships and whether enhanced material security improves hepatic outcomes.

Neighborhood material versus social deprivation in Canada: different patterns of associations with child and adolescent mental health problems.

In a nationwide study, we aimed to study the association of neighborhood deprivation with child and adolescent mental health problems. We used data from the Canadian Health Survey on Children and Youth (N = 47,871; age range: 1-17years) and linked these to Neighborhood Material and Social Deprivation data calculated using Canada's Census of Population. Using a series of logistic regressions, we studied the association between living in deprived areas and mental health problems among children and youth. We used bootstrap replicate weights for all analyses and adjusted them for individual sociodemographic characteristics. In the adjusted model, the parent-reported developmental disorder was associated with more socially deprived neighborhoods (OR 1.29; 95% CI 1.07, 1.57 for most vs. least deprived quintiles). However, mental health service need or use was associated with living in less materially deprived areas (OR 0.78; 95% CI 0.63, 0.96 for most vs. least deprived quintiles). Among mental health problemsreported by the youth (12-17years old), poor/fair general mental health, alcohol drinking, and cannabis use were associated with neighborhood social deprivation in the adjusted models. In contrast, poor/fair general mental health, suicide ideas, alcohol drinking, and cannabis use were all negatively associated with higher materially deprived quintiles. Our study provides further support for the existing evidence on the association between neighborhood deprivation, particularly social deprivation, and the mental health of children and adolescents. The findings can help public health policymakers and service providers better understand and address children's mental health needs in their neighborhoods.

Temporal trends in disparities in COVID-19 seropositivity among Canadian blood donors.

In Canada's largest COVID-19 serological study, SARS-CoV-2 antibodies in blood donors have been monitored since 2020. No study has analysed changes in the association between anti-N seropositivity (a marker of recent infection) and geographic and sociodemographic characteristics over the pandemic. Using Bayesian multi-level models with spatial effects at the census division level, we analysed changes in correlates of SARS-CoV-2 anti-N seropositivity across three periods in which different variants predominated (pre-Delta, Delta and Omicron). We analysed disparities by geographic area, individual traits (age, sex, race) and neighbourhood factors (urbanicity, material deprivation and social deprivation). Data were from 420319 blood donations across four regions (Ontario, British Columbia [BC], the Prairies and the Atlantic region) from December 2020 to November 2022. Seropositivity was higher for racialized minorities, males and individuals in more materially deprived neighbourhoods in the pre-Delta and Delta waves. These subgroup differences dissipated in the Omicron wave as large swaths of the population became infected. Across all waves, seropositivity was higher in younger individuals and those with lower neighbourhood social deprivation. Rural residents had high seropositivity in the Prairies, but not other regions. Compared to generalized linear models, multi-level models with spatial effects had better fit and lower error when predicting SARS-CoV-2 anti-N seropositivity by geographic region. Correlates of recent COVID-19 infection have evolved over the pandemic. Many disparities lessened during the Omicron wave, but public health intervention may be warranted to address persistently higher burden among young people and those with less social deprivation.

Educational attainment as a predictor of poverty and social exclusion: Empirical analysis of Serbian case

This study examines the impact of education on the risk of poverty and social exclusion in a single-country framework. Relying on household and individual level data from the annual EU-SILC survey obtained in Serbia in 2020, we estimate the market and non-market benefits of education in the context of combating poverty and social exclusion in developing countries. Based on a representative sample of the adult population in Serbia, we explore to what extent the risk of poverty and social exclusion can be predicted by the levels of educational attainment. Econometric estimations indicate that educational underachievement acts as a significant driver of poverty and social exclusion. Probit regression analysis indicates that the risk of experiencing poverty and social exclusion decreases substantially with higher education levels. We include three model specifications that calculate the predicted probability of being at risk of poverty, severely materially deprived and exposed to combined risks. Holding other predictors constant, the decrease in poverty and social exclusion probability attributed to a one level increase in educational attainment amounts up to 7.96% (for unemployed women with only primary education). The analysis confirms that the highest gains from schooling are materialized for the categories of respondents who are not active in the labor market and those with the lowest levels of educational attainment. Besides this, self-perceived health and labor market activity significantly affect the risk of poverty, material deprivation and social exclusion. The impact of age differs across our model specifications, indicating that age increases the probability of severe material deprivation and the combined risk of poverty and deprivation, while older age appears to go in hand with a lower risk of poverty itself. These results offer relevant information that should be considered when determining the optimal level of social investment in education.

Prevalence of Hepatitis B in Canadian First-Time Blood Donors: Association with Social Determinants of Health.

Hepatitis B is transmitted sexually, by blood contact, and vertically from mother to child. Chronic hepatitis B is often seen in immigrants from higher-prevalence countries and their Canadian-born children. We assessed the relationship between hepatitis B and social determinants of health. Included were 1,539,869 first-time Canadian blood donors from April 2005 to December 2022. All donations were tested for hepatitis B markers. Logistic regression was fit with chronic hepatitis B as the dependent variable and age, sex, year, and ethnocultural composition and material deprivation quintiles as independent variables. Chronic hepatitis B prevalence was 47.5/100,000 (95% CI 41.5-53.5, years 2017-2022). Chronic hepatitis B prevalence was elevated in males, older age groups, and those living in more materially deprived and higher ethnocultural neighbourhoods. Of 212,518 donors from 2020 to 2022 with race/ethnicity data, chronic hepatitis B prevalence was highest in East Asians. The findings are consistent with infections in immigrants, acquired in their country of origin, in their Canadian-born children and in those with other risks. As blood donors are a low-risk population unaware of their infection and unlikely to seek testing, our results highlight the ongoing public health challenges of diagnosing chronic hepatitis B and treating it when appropriate.

Social Exclusion of Minorities: An Investigation of Multi-dimensional Social Disadvantage faced by Pakistani Minorities

Minorities, as numerically inferior and culturally distinct groups, are often marginalized and isolated throughout the world. The aim of this research is to understand the nature and extent of social exclusion faced by religious minorities in Pakistan. The objectives of the study are to assess the level of social exclusion among non-Muslim minorities and examine the various factors contributing to social exclusion. Additionally, it investigates the associations between these attributes of social exclusion. The questionnaire includes a series of statements and questions that cover all dimensions of the variable being measured. 220 heads of minority families were selected by employing multistage sampling. Participants were interviewed by experienced interviewers using an interview schedule. The results indicate that the majority of participants (59.1%) perceive that they experience a high level of exclusion, while 26.8% face moderate exclusion, and 14.1% are at a low level of social exclusion. Hypothesis testing examines the level of exclusion faced by different minority groups. The study reveals that the Christian minority experiences a higher level of exclusion compared to other minority groups, such as Hindus and Sikhs, probably because they are more materially deprived. This study demonstrates the positive association between various factors contributing to social exclusion, such as material deprivation, limited access to civil rights, low social participation, and political disengagement.

MATERIAL DEPRIVATION AND LONELINESS AMONG OLDER ADULTS IN HONG KONG

Abstract Given that poverty as a risk factor on loneliness is understudied, this study examined the relationship between material deprivation and loneliness of older adults in Hong Kong, the mediation effects of social support and social network, and the moderation effects of social support and social engagement. A two-wave data were collected from 1,696 Chinese older adults between 2015 (T1) and 2017 (T2). All Chinese older adults aged 60 years and above, with 53.9% female. Older adults were asked about their level of loneliness, how material deprived they were, social support, social network, social engagement, demographic information, and self-rated health status. The result indicated that older adults who are more materially deprived reported a significantly higher level of loneliness at T2 when controlling for demographic variables and loneliness at baseline. Furthermore, we found that social support and the number of close children were full mediator. A significant moderator was found in neighbourhood collective efficacy and community participation specifically engagement in cultural activities. Hence, our results suggest the need to strengthen the anti-poverty policy measures for materially deprived, develop interventions focusing on improving social support and social network and enhance existing social engagement programmes that promote community participation and neighbour collective efficacy for older adults in Hong Kong.

Socioeconomic variation in modifiable risk factors for dementia

AbstractBackgroundMost studies on modifiable risk factors for dementia are in relatively affluent populations, but dementia risk is higher among those who are more materially deprived. We aimed to consider whether this is accounted for by potentially modifiable risk factors, and compare the overall population attributable fraction (PAF) in the least and most socioeconomically deprived participants within the UK Biobank (UKB).MethodThe UKB is a cohort study with 502,656 volunteer participants registered between 2006‐2010, aged 40‐60 years at baseline, and followed for up to 16.8 years. Material deprivation was quantified using the Townsend Deprivation Index grouped into quintiles, with higher scores meaning higher deprivation. We assessed interactions between Townsend quintiles (using least deprived as reference), and each modifiable risk factor. To estimate the PAFs of 12 modifiable risk factors (diabetes, hypertension, depression, hearing loss, obesity, traumatic brain injury, less education, social isolation, physical inactivity, air pollution, and smoking), we first estimated hazard ratios (HRs) (adjusted for age, gender, and ethnicity) stratified by Townsend. HRs were then converted to relative risk for PAF calculation.Results6,624 incident cases of dementia developed in 1.6%(95%CI = 1.5‐1.7)(n = 11679/10369) of participants in the most deprived group, compared to 1.2%(95%CI = 1.1‐1.3)(n = 1174/98074) in the least deprived group. The mean age at dementia diagnosis were 72.7 years(SD,6.3){in most deprived}, and 73.8 years(SD,5.1){in least deprived}. The combined PAF(95%CI) for dementia was 40.3%(40.0‐40.6){most deprived}, versus 27.2%(27.0‐27.5){least deprived}. The most deprived, compared to the least deprived, had higher PAFs for: (a)Midlife hypertension: 7.7%(7.6‐7.9) vs 4.1%(3.9‐4.2); (b)Less education: 5.8%(5.6‐5.9) vs 3.4%(3.2‐3.6); (c)Diabetes: 4.4%(4.3‐4.6) vs 3.1%(3.0‐3.2); (d)Physical inactivity: 3.5%(3.4‐3.6) vs 0.7%(0.6‐0.7);) (e)Social isolation: 3.4%(3.3‐3.5) vs 1.0%(1.0‐1.1); (f)Midlife obesity: 2.1%(2.0‐2.2) vs 1.2%(1.2‐1.3); and (g)Smoking 1.8%(1.7‐1.9) vs 0.5%(0.5‐0.6). Air pollution had a PAF of 1.8%(1.7‐1.9) in the least deprived, and 0.0% in the most deprived. The remaining risk factor PAFs did not differ between the most and least deprived.ConclusionsIn this volunteer cohort, which is relatively wealthy, a higher proportion of dementia cases were attributable to major modifiable risk factors in more socioeconomically disadvantaged participants. Targeted interventions particularly addressing midlife hypertension, education, physical activity and social isolation might mitigate known inequalities in dementia risk according to socioeconomic status.

Association of Neighborhood Deprivation With Thrombolysis and Thrombectomy for Acute Stroke in a Health System With Universal Access.

The association between socioeconomic status and acute ischemic stroke treatments remain uncertain, particularly in countries with universal health care systems. This study aimed to investigate the association between neighborhood-level material deprivation and the odds of receiving IV thrombolysis or thrombectomy for acute ischemic stroke within a single-payer, government-funded health care system. We conducted a population-based cohort study using linked administrative data from Ontario, Canada. This study involved all community-dwelling adult Ontario residents hospitalized with acute ischemic stroke between 2017 and 2022. Neighborhood-level material deprivation, measured in quintiles from least to most deprived, was our main exposure. We considered the receipt of thrombolysis or thrombectomy as the primary outcome. We used multivariable logistic regression models adjusted for baseline differences to estimate the association between material deprivation and outcomes. We performed a sensitivity analysis by additionally adjusting for hospital type at initial assessment. Furthermore, we tested whether hospital type modified the associations between deprivation and outcomes. Among 57,704 patients, those in the most materially deprived group (quintile 5) were less likely to be treated with thrombolysis or thrombectomy compared with those in the least deprived group (quintile 1) (16.6% vs 19.6%, adjusted odds ratio [aOR] 0.76, 95% CI 0.63-0.93). The association was consistent when evaluating thrombolysis (13.0% vs 15.3%, aOR 0.78, 95% CI 0.64-0.96) and thrombectomy (6.4 vs 7.8%, aOR 0.73, 95% CI 0.59-0.90) separately. There were no statistically significant differences between the middle 3 quintiles and the least deprived group. These associations persisted after additional adjustment for hospital type, and there was no interaction between material deprivation and hospital type (p interaction >0.1). We observed disparities in the use of thrombolysis or thrombectomy for acute ischemic stroke by socioeconomic status despite access to universal health care. Targeted health care policies, public health messaging, and resource allocation are needed to ensure equitable access to acute stroke treatments for all patients.

Socio-Economic Status in Risk of Acute Adverse Events Following Radiotherapy

Socio-economic status (SES) are known to influence cancer patient outcomes. The purpose of this study is to evaluate whether SES affected the short-term clinical experience of patients treated with radiotherapy (RT) during the pandemic. This was a single institution, retrospective cohort quality improvement study. The primary endpoint consisted of adverse events (AEs) defined as an unplanned admission to a drop-in radiation-nursing clinic (RNC) or the institution's emergency department (ED) within 90 days of a radiation course. Adult cancer patients who received external beam RT from April 1, 2019, to March 31, 2022 were included. Patients were classified into two periods: treated prior to the pandemic (pre-COVID), and during the pandemic (COVID era), with a cutoff date of March 31, 2020. SES, age, RT intent (curative, palliative, SBRT), regimen (conventional fractionation and hypofractionation), disease site, and sex were included as co-variables. SES was obtained by matching a patient's postal code with a provincial data tool with four distinct dimensions: 1) residential instability, 2) material deprivation, 3) ethnic concentration, and 4) dependency. For each SES dimension, a score of 1-5 (best-worst) is assigned to individuals. A backward stepwise multivariable logistic regression analysis was performed to analyze the variables and identify the factors that were significantly associated (p<0.05) with increased risk of AEs. Institutional ethics review board exemption was obtained. Across the 3-year period, 15715 patients (5499 pre-COVID and 10216 COVID era patients) were identified and included in the analyses, and 5756 AEs were observed. The analyses revealed that patient age (p<0.001), disease site (p<0.001), treatment intent (p<0.001) and treatment regimen (p = 0.005) were associated with the risk of developing AEs. AEs risk was correlated with the treatment period (pre-COVID vs. COVID era) (p<0.001) and material deprivation (p = 0.027). Adjusting for the other variables, patients who were least materially deprived were at lower risk (Odds Ratio (OR) = 0.88, 95% CI [0.78-0.98]) of developing AEs than patients who were most materially deprived. Patient sex (p>0.1), residential instability (p = 0.069), ethnic concentration (p>0.5) and dependency (p>0.5) were not associated with AEs risk. Patients with more (SES score 1-4 vs 5) residential instability (p<0.001; OR = 0.82, 95% CI [0.74-0.90]) and less (SES score 1 vs 2-5) material deprivations (p = 0.006; OR = 0.76, 95% CI [0.66-0.88]) were at reduced the risk of ED visits. SES was not associated with RNC visits. In a universal health care system, SES (residential instability and material deprivation) were associated with the increased risk of ED within 90 days of RT. Proactive care and virtual monitoring during the 90-day period after RT in high-risk patients may reduce ED visits. ED visits beyond our tertiary institution are being gathered to address this study limitation.

Factors Affecting Well-Being in Korean Young Adults Facing Material Deprivation: Testing the Reserve Capacity Model.

Based on the reserve capacity model, the current study aims to explore the effect of material deprivation on well-being in Korean young adults using path analysis to investigate the mediating effects of loneliness, relationship satisfaction, perceived social support, and depression. Data from 2,041 young adults in the 2021 Youth Socio-Economic Reality Survey were included in a secondary analysis. According to the constructed path model, material deprivation, relationship satisfaction, perceived social support, and depression had significant direct effects on well-being. The indirect effect of material deprivation on well-being was statistically significant and sequentially mediated by loneliness, relationship satisfaction, and depression. Findings suggest the multidimensional effects of material deprivation on the mental health and well-being of Korean young adults through loneliness and relationship satisfaction-representing intrapersonal and interpersonal reserves, respectively. Policy support and multidimensional practical programs are needed to help materially deprived young adults build and maintain relationships and avoid feelings of loneliness and social isolation. [Journal of Psychosocial Nursing and Mental Health Services, 62(3), 29-38.].

Temporal Trends in Type 1, Type 2, and Gestational Diabetes in Pregnancy: Impact of Rural Residence, Ethnicity, and Material Deprivation

ObjectiveOur aim in this study was to implement a newly validated algorithm to identify pregnant women with type 1 diabetes mellitus (T1DM), type 2 diabetes mellitus (T2DM), and gestational diabetes mellitus (GDM), and to identify temporal trends in rates over the last decade. We also compared obstetric and neonatal outcomes of pregnancies with and without diabetes mellitus (DM). MethodsAmong women with live births between 2005 and 2018 in Alberta, we calculated yearly rates of T1DM, T2DM, and GDM, overall, and stratified by ethnicity, urban or rural residence, material deprivation score, and maternal age. ResultsBetween 2005 and 2018, GDM rates increased from 42.3 to 101.8 per 1,000 deliveries (p<0.0001), T2DM rates increased from 2.6 to 6.4 per 1,000 deliveries (p<0.0001), whereas T1DM remained constant at 3.0 per 1,000 deliveries each year (p=0.4301). Higher GDM and T2DM rates were observed among Chinese and South Asian women, respectively, and among women who were materially deprived and living in urban areas. Women with T2DM were older and had the highest rates of pre-existing hypertension (16%). In contrast, women with T1DM were younger and had the highest rates of gestational hypertension (12%), pre-eclampsia (12%), and cesarean section deliveries (62%). Children of women with T1DM had the highest rates of large for gestational age (46%), neonatal hypoglycemia (41.1%), respiratory distress syndrome (7.7%), and jaundice (29.3%). ConclusionsDiabetes-in-pregnancy rates have more than doubled over the last decade, driven primarily by increases in GDM and T2DM. These trends may have significant implications for the future health of mothers and children in Alberta.

GR.3 Socioeconomical disparities in acute ischemic stroke revascularization interventions in Ontario, Canada

Background: Lower socioeconomic status is associated with worse outcomes after stroke. We evaluated the differences in acute revascularization treatments in patients with acute ischemic stroke (AIS) who were materially deprived compared to those who were not. Methods: In a population-based cohort study, we used linked administrative data to identify community-dwelling adults hospitalized for AIS between 2017-2022 in Ontario, Canada. The main exposure was neighborhood-level material deprivation quintiles. Multivariable logistic regression was used to obtain the adjusted odds ratio (aOR) of receiving revascularization treatments (thrombolysis or thrombectomy) for patients in each deprivation quintile compared to the least deprived quintile. Results: We identified 57,709 patients (median age 74 years; 45.9% female). Compared to patients in the least deprived quintile, those with higher deprivation were younger and more likely to have hypertension and diabetes, but less likely to have atrial fibrillation. Compared to patients in the least deprived quintile, fewer patients in the very deprived quintile (17.9% vs 19.6%, aOR 0.88, 95%CI [0.82,0.95]) and in the most deprived quintile (16.6% vs 19.6%, 0.77 [0.71,0.83]) received revascularization treatments. Conclusions: Our results suggest disparities in the use of acute ischemic stroke revascularization treatments by socioeconomic status despite access to universal health care.

Associations between social determinants of health and weight status in preschool children: a population-based study.

Social determinants of health (SDH) may influence children's weight status. Our objective was to examine relationships between SDH and preschoolers' weight status. This retrospective cohort study included 169 465 children (aged 4-6 years) with anthropometric measurements taken at immunization visits from 2009 to 2017 in Edmonton and Calgary, Canada. Children were categorized by weight status based on WHO criteria. Maternal data were linked to child data. The Pampalon Material and Social Deprivation Indexes were used to assess deprivation. We used multinomial logistic regression to generate relative risk ratios (RRRs) to examine associations between ethnicity, maternal immigrant status, neighbourhood-level household income, urban/ rural residence and material and social deprivation with child weight status. Children of Chinese ethnicity were less likely than those in the General Population to have overweight (RRR = 0.64, 95% CI: 0.61-0.69) and obesity (RRR = 0.51, 0.42-0.62). Children of South Asian ethnicity were more likely than those in the General Population to have underweight (RRR = 4.14, 3.54-4.84) and more likely to have obesity (RRR = 1.39, 1.22-1.60). Children with maternal immigrant status were less likely than those without maternal immigrant status to have underweight (RRR = 0.72, 0.63-0.82) and obesity (RRR = 0.71, 0.66-0.77). Children were less likely to have overweight (RRR = 0.95, 0.94-0.95) and obesity (RRR = 0.88, 0.86-0.90) for every CAD 10 000 increase in income. Relative to the least deprived quintile, children in the most materially deprived quintile were more likely to have underweight (RRR = 1.36, 1.13-1.62), overweight (RRR = 1.52, 1.46-1.58) and obesity (RRR = 2.83, 2.54-3.15). Relative to the least deprived quintile, children in the most socially deprived quintile were more likely to have overweight (RRR = 1.21, 1.17-1.26) and obesity (RRR = 1.40, 1.26-1.56). All results are significant to p < 0.001. Our findings suggest the need for interventions and policies to address SDH in preschoolers to optimize their weight and health.

Impact of Neighborhood Deprivation on Aging Sexual Minority People's Depression: Results from the CANUE and CLSA data

As the aging population grows across the world, exploring the impact of social environment on minority populations’ aging and well-being would be an essential step towards building an inclusive society. Using the Canadian Longitudinal Study on Aging (CLSA) and Canadian Urban Environmental Health Research Consortium (CANUE) data, the study investigated the relationship between deprivation and depression level in aging sexual minority people to examine how neighborhood level social and material deprivation influence mental health. 48,792 survey respondents were included in our analyses and the average age was 62.9. The study had 47,792 heterosexual, 760 gay/lesbian, and 240 bisexual individuals (23,977 men and 24,815 women). Regression analyses were conducted while controlling for age in each model. Results revealed that neighborhood material deprivation has a significant impact on mental health outcomes of aging lesbian women and bisexual men. The study provides an opportunity for intervention considerations for materially deprived neighborhoods to serve the aging sexual minority people residing in such areas.

Cross-Canada Variability in Blood Donor SARS-CoV-2 Seroprevalence by Social Determinants of Health.

We compared the seroprevalence of SARS-CoV-2 anti-nucleocapsid antibodies in blood donors across Canadian regions in 2021. The seroprevalence was the highest in Alberta and the Prairies, and it was so low in Atlantic Canada that few correlates were observed. Being male and of young age were predictive of seropositivity. Racialization was associated with higher seroprevalence in British Columbia and Ontario but not in Alberta and the Prairies. Living in a materially deprived neighborhood predicted higher seroprevalence, but it was more linear across quintiles in Alberta and the Prairies, whereas in British Columbia and Ontario, the most affluent 60% were similarly low and the most deprived 40% similarly elevated. Living in a more socially deprived neighborhood (more single individuals and one parent families) was associated with lower seroprevalence in British Columbia and Ontario but not in Alberta and the Prairies. These data show striking variability in SARS-CoV-2 seroprevalence across regions by social determinants of health. IMPORTANCE Canadian blood donors are a healthy adult population that shows clear disparities associated with racialization and material deprivation. This underscores the pervasiveness of the socioeconomic gradient on SARS-CoV-2 infections in Canada. We identify regional differences in the relationship between SARS-CoV-2 seroprevalence and social determinants of health. Cross-Canada studies, such as ours, are rare because health information is under provincial jurisdiction and is not available in sufficient detail in national data sets, whereas other national seroprevalence studies have insufficient sample sizes for regional comparisons. Ours is the largest seroprevalence study in Canada. An important strength of our study is the interpretation input from a public health team that represented multiple Canadian provinces. Our blood donor seroprevalence study has informed Canadian public health policy at national and provincial levels since the start of the SARS-CoV-2 pandemic.

An analysis of sex differences and socioeconomic deprivation among Canadian children with high blood pressure: a retrospective, cross-sectional study.

Understanding which children are at highest risk for high blood pressure (HBP) can inform surveillance and treatment. This study evaluated sex differences in childhood HBP and its associations with socioeconomic status. This retrospective cross-sectional study assessed 74,233 children with data from a national primary care electronic medical record database. Differences between sex and material and social deprivation scores for children with and without HBP were examined. Covariates included age, BMI z-score, diabetes, hyperlipidemia, and depression. HBP was defined as > 90th percentile for < 13-year-olds, and ≥ 120/80 for age ≥ 13years on 2 separate occasions between 2010 and 2017. The prevalence of HBP was 10.2% in males and 7.6% in females (p < 0.0001). Children with HBP had higher BMI z-scores (0.66 vs. 0.18, p < 0.0001), and higher rates of diabetes (1.31 vs. 0.54%, p < 0.0001), depression (9.89 vs. 7.11%, p < 0.0001), and hyperlipidemia (2.82 vs. 0.86%, p < 0.0001). In univariate regression analyses, boys in the most materially deprived quintile had increased odds of HBP (OR 1.24 (95% CI 1.08-1.43)), whereas females did not (OR 1.11 (95% CI 0.95-1.29)). In multivariate regression, male sex was associated with HBP with adjusted OR of 1.39 (95% CI 1.24-1.55). After statistical adjustment, material deprivation was no longer significant (aOR 1.05, 95% CI 0.94-1.17). Male sex is associated with HBP in Canadian children. This study also suggests a possible association between material deprivation and HBP, particularly in boys. Further study is required to better understand this relationship. A higher resolution version of the Graphical abstract is available as Supplementary information.

Understanding health inequalities in Wales using the Blinder-Oaxaca decomposition method.

Throughout Wales and the world, health inequality remains a problem that is interconnected with a wider and complex social, economic and environmental dynamic. Subsequently, action to tackle inequality in health needs to take place at a structural level, acknowledging the constraints affecting an individual's (or community's) capability and opportunity to enable change. While the 'social determinants of health' is an established concept, fully understanding the composition of the health gap is dependent on capturing the relative contributions of a myriad of social, economic and environmental factors within a quantitative analysis. The decomposition analysis sought to explain the differences in the prevalence of these outcomes in groups stratified by their ability to save at least £10 a month, whether they were in material deprivation, and the presence of a limiting long-standing illness, disability of infirmity. Responses to over 4,200 questions within the National Survey for Wales (n = 46,189; 2016-17 to 2019-20) were considered for analysis. Variables were included based on (1) their alignment to a World Health Organization (WHO) health equity framework ("Health Equity Status Report initiative") and (2) their ability to allow for stratification of the survey sample into distinct groups where considerable gaps in health outcomes existed. A pooled Blinder-Oaxaca model was used to analyse inequalities in self-reported health (fair/poor health, low mental well-being and low life satisfaction) and were stratified by the variables relating to financial security, material deprivation and disability status. The prevalence of fair/poor health was 75% higher in those who were financially insecure and 95% higher in those who are materially deprived. Decomposition of the outcome revealed that just under half of the health gap was "explained" i.e., 45.5% when stratifying by the respondent's ability to save and 46% when stratifying by material deprivation status. Further analysis of the explained component showed that "Social/Human Capital" and "Income Security/Social Protection" determinants accounted the most for disparities observed; it also showed that "Health Services" determinants accounted the least. These findings were consistent across the majority of scenarios modeled. The analysis not only quantified the significant health gaps that existed in the years leading up to the COVID-19 pandemic but it has also shown what determinants of health were most influential. Understanding the factors most closely associated with disparities in health is key in identifying policy levers to reduce health inequalities and improve the health and well-being across populations.

Association of greenness with COVID-19 deaths in India: An ecological study at district level

BackgroundThe world has witnessed a colossal death toll due to the novel coronavirus disease-2019 (COVID-19). A few environmental epidemiology studies have identified association of environmental factors (air pollution, greenness, temperature, etc.) with COVID-19 incidence and mortality, particularly in developed countries. India, being one of the most severely affected countries by the pandemic, still has a dearth of research exploring the linkages of environment and COVID-19 pandemic. ObjectivesWe evaluate whether district-level greenness exposure is associated with a reduced risk of COVID-19 deaths in India. MethodsWe used average normalized difference vegetation index (NDVI) from January to March 2019, derived by Oceansat-2 satellite, to represent district-level greenness exposure. COVID-19 death counts were obtained through May 1, 2021 (around the peak of the second wave) from an open portal: covid19india.org. We used hierarchical generalized negative binomial regressions to check the associations of greenness with COVID-19 death counts. Analyses were adjusted for air pollution (PM2.5), temperature, rainfall, population density, proportion of older adults (50 years and above), sex ratio over age 50, proportions of rural population, household overcrowding, materially deprived households, health facilities, and secondary school education. ResultsOur analyses found a significant association between greenness and reduced risk of COVID-19 deaths. Compared to the districts with the lowest NDVI (quintile 1), districts within quintiles 3, 4, and 5 have respectively, around 32% [MRR = 0.68 (95% CI: 0.51, 0.88)], 39% [MRR = 0.61 (95% CI: 0.46, 0.80)], and 47% [MRR = 0.53 (95% CI: 0.40, 0.71)] reduced risk of COVID-19 deaths. The association remains consistent for analyses restricted to districts with a rather good overall death registration (>80%). ConclusionThough cause-of-death statistics are limited, we confirm that exposure to greenness was associated with reduced district-level COVID-19 deaths in India. However, material deprivation and air pollution modify this association.

Predictors of Death From Physical Illness or Accidental/Intentional Causes Among Patients With Substance-Related Disorders.

This study identified patient clinical and sociodemographic characteristics, and, more originally, service use patterns as predictors of death from physical illness or accidental/intentional causes. A cohort of 19,015 patients with substance-related disorders (SRD) from 14 addiction treatment centers was investigated using Quebec (Canada) health administrative databases. Death was studied over a 3-year period (April 1, 2013, to March 31, 2016), and most predictors from 4 years to 12 months prior to the time of death, using multinomial logistic regression. Frequent emergency department (ED) use strongly predicted both causes of death, suggesting that outpatient care responded inadequately to patient needs. Only receipt of specialized SRD and psychiatric care significantly decreased the risk of death from physical illness, with trends toward significance for accidental/intentional death. Hospitalization, greater material deprivation and having SRD-chronic physical illnesses or alcohol-related disorders most strongly predicted risk of death from physical illness. Sociodemographic characteristics, mainly social deprivation, were more likely to predict accidental/intentional death. Outpatient services could be improved by increasing outreach and motivational interventions and, for ED and hospital units, better screening, brief intervention, and referral to treatment, particularly for men and socially deprived patients at high risk of accidental/intentional death. Patients with more severe health conditions, notably older or materially deprived men at higher risk of death from physical illness, could benefit from programs like assertive community treatment or intensive case management that respond well to diverse and continuous patient needs. Collaborative care between SRD and health services could also be improved.