Social Inequalities In Health Research Articles

Time trends in cardiovascular risk factors across levels of education in a general population

Abstract Funding Acknowledgements Type of funding sources: Public Institution(s). Main funding source(s): Northern Norway Health Authority Background Favourable changes over time in population cardiovascular disease (CVD) risk has not benefitted all socioeconomic groups equally. Social inequality in health also exists in high-income countries with an egalitarian welfare system. Purpose We aimed to study CVD risk factors across educational groups over time in a Norwegian general population. Methods We used multivariable linear regression and generalised estimating equation models with age-adjusted means and proportions to examine CVD risk (smoking, physical activity level, obesity [body mass index ≥30 kg/m2], blood pressure, total- and low-density lipoprotein [LDL] cholesterol, and total risk of CVD [estimated 10-year risk with NORRISK 2]) across four levels of education: Primary/partly secondary up to 10 years of schooling, upper secondary, tertiary <4 years, tertiary ≥4 years in women and men aged 40-79 years attending a population-based study with two consecutive surveys in 2007-2008 (N=11,941) and 2015-2016 (N=20,322). Results In women, the difference between the lowest and the highest education level in risk factors in 2007-2008 versus 2015-2016 was for smoking 22.0 vs 19.2 percentage points (pp), obesity 8.7 vs 8.8 pp, sedentary physical activity level 10.5 vs 11.5 pp (p=0.012), systolic blood pressure 5.5 vs 3.4 mmHg (p=0.001), total cholesterol 0.2 mmol/L vs no difference (p<0.001), LDL cholesterol 0.3 vs 0.1 mmol/L (p<0.001), and total CVD risk 0.9 vs 1.8 (p<0.001), respectively. In men, the corresponding numbers were for smoking 20.1 vs 16.8 pp, obesity 9.9 vs 12.9 pp, sedentary physical activity level 10 vs 11.5 pp (p=0.027), systolic blood pressure 1.7 vs 1.7 mmHg, total cholesterol 0.2 mmol/L vs no difference (p<0.001), LDL cholesterol 0.1 mmol/L vs no difference (p<0.001), and total CVD risk 1.2 vs 0.9, respectively. No difference across educational levels and time regarding blood pressure or total- or LDL cholesterol in users of antihypertensives and lipid-lowering drugs was found, except for an educational difference in the first but not the second time period in female antihypertensive users. Conclusion We found a clinically relevant educational gap in CVD risk factors, with more favourable levels with higher education. Over time, the educational gap increased in physical activity in both sexes, and in total CVD risk in women. Further, the educational gap declined in blood lipids in both sexes, and in systolic blood pressure in women. While medication use seems to contribute to weaken the educational gradient in blood pressure and lipid levels, a stronger emphasis on lifestyle interventions is needed to reduce the educational inequalities in behavioural CVD risk factors.

Ability of municipality-level deprivation indices to capture social inequalities in perinatal health in France: A nationwide study using preterm birth and small for gestational age to illustrate their relevance

BackgroundEvidence-based policy-making to reduce perinatal health inequalities requires an accurate measure of social disparities. We aimed to evaluate the relevance of two municipality-level deprivation indices (DIs), the French-Deprivation-Index (FDep) and the French-European-Deprivation-Index (FEDI) in perinatal health through two key perinatal outcomes: preterm birth (PTB) and small-for-gestational-age (SGA).MethodsWe used two data sources: The French National Perinatal Surveys (NPS) and the French national health data system (SNDS). Using the former, we compared the gradients of the associations between individual socioeconomic characteristics (educational level and income) and “PTB and SGA” and associations between municipality-level DIs (Q1:least deprived; Q5:most deprived) and “PTB and SGA”. Using the SNDS, we then studied the association between each component of the two DIs (census data, 2015) and “PTB and SGA”. Adjusted odds ratios (aOR) were estimated using multilevel logistic regression with random intercept at the municipality level.ResultsIn the NPS (N = 26,238), PTB and SGA were associated with two individual socioeconomic characteristics: maternal educational level (≤ lower secondary school vs. ≥ Bachelor’s degree or equivalent, PTB: aOR = 1.43 [1.22–1.68], SGA: (1.31 [1.61–1.49]) and household income (< 1000 € vs. ≥ 3000 €, PTB: 1.55 [1.25–1.92], SGA: 1.69 [1.45–1.98]). For both FDep and FEDI, PTB and SGA were more frequent in deprived municipalities (Q5: 7.8% vs. Q1: 6.3% and 9.0% vs. 5.9% for PTB, respectively, and 12.0% vs. 10.3% and 11.9% vs. 10.2% for SGA, respectively). However, after adjustment, neither FDep nor FEDI showed a significant gradient with PTB or SGA. In the SNDS (N = 726,497), no FDep component, and only three FEDI components were significantly associated (specifically, the % of the population with ≤ lower secondary level of education with both outcomes (PTB: 1.5 [1.15–1.96]); SGA: 1.25 [1.03–1.51]), the % of overcrowded (i.e., > 1 person per room) houses (1.63 [1.15–2.32]) with PTB only, and unskilled farm workers with SGA only (1.52 [1.29–1.79]).ConclusionSome components of FDep and FEDI were less relevant than others for capturing ecological inequalities in PTB and SGA. Results varied for each DI and perinatal outcome studied. These findings highlight the importance of testing DI relevance prior to examining perinatal health inequalities, and suggest the need to develop DIs that are suitable for pregnant women.

Intersectionality to better understand women's health issues

Intersectionality, a theory for understanding women's health issue. Intersectionality offers the possibility of holistic analyzes to understand and act on women's health issue. It facilitates the exploration of the different dimensions of social inequalities in health, which are both at the level of institutions and of the individual experiences of people who live at the intersection of multiple dimensions of domination and power.

Association of neighbourhood disadvantage and individual socioeconomic position with all-cause mortality: a longitudinal multicohort analysis

Few studies have examined the interactions between individual socioeconomic position and neighbourhood deprivation and the findings so far are heterogeneous. Using a large sample of diverse cohorts, we investigated the interaction effect of neighbourhood socioeconomic deprivation and individual socioeconomic position, assessed using education, on mortality. We did a longitudinal multicohort analysis that included six cohort studies participating in the European LIFEPATH consortium: the CoLaus (Lausanne, Switzerland), E3N (France), EPIC-Turin (Turin, Italy), EPIPorto (Porto, Portugal), Melbourne Collaborative Cohort Study (Melbourne, VIC, Australia), and Whitehall II (London, UK) cohorts. All participants with data on mortality, educational attainment, and neighbourhood deprivation were included in the present study. The data sources were the databases of each cohort study. Poisson regression was used to estimate the mortality rates and associations (relative risk, 95% CIs) with neighbourhood deprivation (Q1 being least deprived to Q5 being the most deprived). Baseline educational attainment was used as an indicator of individual socioeconomic position. Estimates were combined using pooled analysis and the relative excess risk due to the interaction was computed to identify additive interactions. The cohorts comprised a total population of 168 801 individuals. The recruitment dates were 2003-06 for CoLaus, 1989-91 for E3N, 1992-98 for EPIC-Turin, 1999-2003 for EPIPorto, 1990-94 for MCCS, and 1991-94 for Whitehall II. We use baseline data only and mortality data obtained using record linkage. Age-adjusted mortality rates were higher among participants residing in more deprived neighbourhoods than those in the least deprived neighbourhoods (Q1 least deprived neighbourhoods, 369·7 per 100 000 person-years [95% CI 356·4-383·2] vs Q5-most deprived neighbourhoods 445·7 per 100 000 person-years [430·2-461·7]), but the magnitude of the association varied according to educational attainment (relative excess risk due to interaction=0·18, 95% CI 0·08-0·28). The relative risk for Q5 versus Q1 was 1·31 (1·23-1·40) among individuals with primary education or less, but less pronounced among those with secondary education (1·12; 1·04-1·21) and tertiary education (1·16; 1·07-1·27). Associations remained after adjustment for individual-level factors, such as smoking, physical activity, and alcohol intake, among others. Our study suggests that the detrimental health effect of living in disadvantaged neighbourhoods is more pronounced among individuals with low education attainment, amplifying social inequalities in health. This finding is relevant to policies aimed at reducing health inequalities, suggesting that these issues should be addressed at both the individual level and the community level. The European Commission, European Regional Development Fund, the Portugese Foundation for Science and Technology.

Placing a housing lens on neighbourhood disadvantage, socioeconomic position and mortality

Placing a housing lens on neighbourhood disadvantage, socioeconomic position and mortality

Cross-mapping medical records to NANDA-I to identify nursing diagnoses in a vulnerable population.

To assess the association between vulnerable populations and nursing care needs, using NANDA-I diagnostics, in the population of the Canary Islands, Spain. Nursing social epidemiology study. Cross Mapping of Medical Records to NANDA-I to Identify Nursing Diagnoses in a Population usinga medical, epidemiological follow-up study of a cohort of 7,190 people. The level of vulnerability of the participants was assigned, among those who were also assigned nursing diagnoses, using the "ICE index" to calculate the expected associations. The most prevalent nursing diagnosis in our sample was Sedentary lifestyle (60.5%), followed by Ineffective health self-management (33.8%) and Risk-prone health behaviour (28.7%). Significant differences were found by sex, age group and social class, with the nursing diagnoses included in the study being more prevalent among the most socio-economically disadvantaged social class. The cross-mapping method is useful to generate diagnostic information in terms of care needs, using the NANDA-I classification. The expected associations between high social vulnerability and care needs have been verified in a comprehensive and representative sample of the Canarian population (Spain). From an epidemiological perspective, identifying nursing diagnoses at the population level allows us to find the most prevalent needs in the different community groups and to focus appropriate nursing interventions for their implementation and impact assessment.

Considering social inequalities in health in large-scale testing for COVID-19 in Montr\xe9al: a qualitative case study

BackgroundEvidence continues to demonstrate that certain marginalised populations are disproportionately affected by COVID-19. While many studies document the impacts of COVID-19 on social inequalities in health, none has examined how public health responses to the pandemic have unfolded to address these inequities in Canada. The purpose of our study was to assess how social inequalities in health were considered in the design and planning of large-scale COVID-19 testing programs in Montréal (Québec, Canada).MethodsPart of the multicountry study HoSPiCOVID, this article reports on a qualitative case study of large-scale testing for COVID-19 in Montréal. We conducted semi-structured interviews with 19 stakeholders involved in planning large-scale testing or working with vulnerable populations during the pandemic. We developed interview guides and a codebook using existing literature on policy design and planning, and analysed data deductively and inductively using thematic analysis in NVivo.ResultsOur findings suggest that large-scale COVID-19 testing in Montréal did not initially consider social inequalities in health in its design and planning phases. Considering the sense of urgency brought by the pandemic, participants noted the challenges linked to the uptake of an intersectoral approach and of a unified vision of social inequalities in health. However, adaptations were gradually made to large-scale testing to improve its accessibility, acceptability, and availability. Actors from the community sector, among others, played an important role in supporting the health sector to address the needs of specific subgroups of the population.ConclusionsThese findings contribute to the reflections on the lessons learned from COVID-19, highlighting that public health programs must tackle structural barriers to accessing healthcare services during health crises. This will be necessary to ensure that pandemic preparedness and response, including large-scale testing, do not further increase social inequalities in health.

The development of skills in Primary Health Care nurses for coping with social inequalities in health

The objective of this study was to identify and develop skills with Primary Health Care nurses to work the social inequalities in health. This is a qualitative research based on action-research, performed with six primary health care nurses in a municipality of Minas Gerais, who participated in educational workshops addressing coping strategies for social inequalities in health. The data collection occurred through a focal group and non-participant observation, from March to May 2018. The data were analyzed through the thematic content analysis technique. The identification and training of skills to cope with this was founded on knowledge, skills and attitudes. The participants stressed the importance of knowing their role in the scenario where they work, as well as the functioning of the Health Care Network and legislation to support them to coping with this problem, being the communicational skills essential in this process. The knowledge acquired in the workshop enabled participants to recognize attitudes in their professional routine, which enable them to act in the face of this reality. The present study indicates the importance of appreciating and strengthening the training of nurses for the development of competences to act on social inequalities.

Striving for Health Equity: The Importance of Social Determinants of Health and Ethical Considerations in Pandemic Preparedness Planning.

Since the WHO’s “Influenza Pandemic Preparedness Plan” in 1999, pandemic preparedness plans at the international and national level have been constantly adapted with the common goal to respond early to outbreaks, identify risks, and outline promising interventions for pandemic containment. Two years into the COVID-19 pandemic, public health experts have started to reflect on the extent to which previous preparations have been helpful as well as on the gaps in pandemic preparedness planning. In the present commentary, we advocate for the inclusion of social and ethical factors in future pandemic planning—factors that have been insufficiently considered so far, although social determinants of infection risk and infectious disease severity contribute to aggravated social inequalities in health.

Health literacy among older adults in Switzerland: cross-sectional evidence from a nationally representative population-based observational study.

Despite being widely regarded as a major cause of health inequalities, little is known regarding health literacy and its association with certain personal characteristics among older adults in Switzerland. To fill this gap, this study assesses health literacy and its associations with individuals' social, regional, and health characteristics in a nationally representative sample of adults aged 58 years and older in Switzerland. We use data of 1,625 respondents from a paper-and-pencil self-completion questionnaire (cooperation rate: 94.3%) that was administered as part of wave 8 (2019/2020) of the Survey of Health, Ageing and Retirement in Europe (SHARE) in Switzerland. Health literacy is measured using the short version of the European Health Literacy Survey questionnaire (HLS-EU-Q16). The scale includes 16 items whose dichotomised responses allow the construction of different indices and sub-indices aimed at measuring various aspects of health literacy. We use multivariable regressions to explore how respondents' sociodemographic characteristics are independently associated with health literacy. Overall, 6.8% of the respondents had inadequate health literacy, 24.6% problematic health literacy, and 68.6% sufficient health literacy. There were significant associations between health literacy and individuals' gender, education, economic situation, and self-rated health. Women had higher levels of health literacy than men (p <0.001). Moreover, a higher education level (p <0.001), fewer financial difficulties (p<0.01), and higher self-rated health (p <0.001) were positively correlated with adequate/higher levels of health literacy. One-third of older citizens have difficulties managing health-related issues in Switzerland. Individuals with low education, financial difficulties, and bad self-rated health are particularly at risk of being disadvantaged due to their inadequate health literacy level. These findings call for targeted interventions, such as using simplified health or eHealth information tools, improved patient-provider communication and shared decision-making, promoting lifelong learnings activities and health literacy screening for older patients to increase low health literacy and mitigate its consequences, thereby alleviating remaining social health inequalities in the Swiss population.

For a structured response to the psychosocial consequences of the restrictive measures imposed by the global COVID-19 health pandemic: the MAVIPAN longitudinal prospective cohort study protocol

IntroductionThe COVID-19 pandemic and associated restrictive measures have caused important disruptions in economies and labour markets, changed the way we work and socialise, forced schools to close and healthcare and...

Changing associations of coronary heart disease incidence with current partnership status and marital history over three decades

Married men and women have better health than non-married, but little is known about how cohabitation and marital history are associated with coronary heart disease (CHD) incidence and how these associations have changed over time. We analyzed these associations by fitting Cox regression models to register data covering the whole Finnish population aged 35 years or older (N = 4,415,590), who experienced 530,560 first time non-fatal or fatal CHD events during the years 1990–2018. Further, we used stratified Cox regression models to analyze CHD incidence within same-sex sibling pairs (N = 377,730 pairs). Married men and women without previous divorce had the lowest CHD incidence whereas cohabitation and a history of divorce were associated with higher CHD incidence. The associations were stronger in younger (35–64 years old) than older participants (65 years or older). These associations remained after adjusting for several indicators of social position, and the lower CHD incidence among those married without previous divorce was also observed within sibling pairs with a shared family background. The differences in CHD incidence between the categories generally widened over time; the largest and most systematic widening was observed among women in the younger age category. The long standing negative effect of divorce suggests that selection may partly explain the association between partnership status and CHD incidence. Partnership status is an increasingly important factor contributing to social inequalities in health.

Tuberculosis and prison overcrowding from the perspective of social inequities in health in Colombia, 2018

ResumenIntroducción. La población privada de la libertad se encuentra afectada por la tuberculosis debido al hacinamiento carcelario. Esta situación refleja una inequidad en salud, entendida esta como una diferencia injusta y evitable.Objetivo. Estimar las condiciones de hacinamiento carcelario como inequidad en salud de la población privada de la libertad que padece tuberculosis en Colombia durante el 2018.Materiales y métodos. Estudio ecológico para estimar las inequidades a nivel nacional en la población privada de la libertad, utilizando la guía metodológica de la Organización Mundial de la Salud (OMS) para la medición de desigualdades. A partir de los datos del sistema de vigilancia en salud pública, la incidencia de tuberculosis sirvió como indicador y el porcentaje de hacinamiento se usó para estratificar la equidad.Resultados. La desigualdad relativa entre los quintiles de menor y mayor hacinamiento evidenció que la incidencia de la tuberculosis en la población privada de la libertad con mayor hacinamiento es 1,92 veces la del grupo con menor hacinamiento. El índice de desigualdad demostró un exceso de 724 casos de tuberculosis por cada 100.000 internos entre la población con mayor concentración de hacinamiento. El índice de concentración en salud fue de -0,121, lo que refleja que la incidencia se concentró en el grupo con más sobrepoblación.Conclusión. En Colombia, la población privada de la libertad en condiciones de hacinamiento y que padece tuberculosis, enfrenta desigualdades injustas y evitables, comparada con quienes no están en esas condiciones. Se requieren políticas que reduzcan el hacinamiento y mejoren las condiciones de vida en las cárceles.

What Matters Most? The Power of Kafka's Metamorphosis to Advance Understandings of HIV Stigma and Inform Empathy in Medical Health Education.

HIV stigma, a social-medical problem, continues to confound researchers and health professionals, while undermining outcomes. Empathy may reduce stigma; its absence may predict stigma. This research investigates: How does Kafka’s Metamorphosis advance understandings of HIV stigma in medical health education? Metamorphosis amplifies the sociological-relational mechanisms fostering HIV stigma. It offers a multi-disciplinary, responsive space for ethical, humanistic and clinical inquiry to meet: enabling students to consider how social structures shape health inequities, moral, social experience, and their professional identity within. Metamorphosis may ultimately promote medical health humanities’ social mission—allowing literature to unfold such revelations towards greater equity in health.

Implicit biases and differential perinatal care for migrant women: Methodological framework and study protocol of the BiP study part 3✰,✰✰

BackgroundThe mechanisms of disparities in maternal and perinatal health between migrant and native women are multiple and remain poorly understood. Access to and quality of care are likely to participate in these mechanisms, and one hypothesis is the existence of implicit biases among caregivers through which ethno-racial belonging can influence medical decisions and consequently engender healthcare disparities. Their existence and their role in the generation of non-medically justified differential care have been documented in the United States apart from perinatal care, but remain largely unexplored in Europe.In this article, we present the study protocol and theoretical framework of a study that aims to test and quantify the existence of implicit bias toward African Sub-Saharan migrant women among caregivers working in the perinatal field, and to explore the association between implicit bias and differential care. Material and methodsThis study is based on an online survey to which French obstetricians, midwives, and anesthetists were invited to take part. The potential existence of implicit biases toward African Sub-Saharan migrant will be quantified through a validated tool, the Implicit Association Test. Then we will assess how implicit biases are likely to influence clinical decisions and lead to differential care using clinical vignettes designed by an experts group. DiscussionImplicit bias and differential care are concept that are tricky to capture and interpret. This research program opens up in France a field of research on certain forms of health discriminations and sheds new light on the issue of social inequalities in perinatal health. Study registrationRegistration in the Open Science Framework portal: https://osf.io/djva7/?view_only=c6012ace3fe94165a65b05c2dc6aff9e

Access to healthcare for street sex workers in the UK: perspectives and best practice guidance from\xa0a national cross-sectional survey of frontline workers

BackgroundStreet sex workers (SSWs) are a highly marginalised and stigmatised group who carry an extremely high burden of unmet health need. They experience multiple and interdependent health and social problems and extreme health inequality. Despite high levels of chronic physical and mental ill-health, there is little evidence of effective healthcare provision for this group. They are often considered ‘hard to reach’, but many individuals and organisations have extensive experience of working with this group.MethodsWe conducted a cross-sectional survey of professionals who work with SSWs in the UK on their perspectives on their access to primary care, mental health, sexual health and drug and alcohol services, how well these services met the needs of SSWs and suggestions of best practice.Results50 professionals mostly from England, responded. Mainstream general practice and mental health services were found to be largely inaccessible to SSWs. Sexual health, drug and alcohol services and homeless health services better met their needs; this was mostly attributed to flexible services and collaborations with organisations who work closely with SSWs. The main challenges in providing healthcare to SSWs were services being inflexible, under-resourced services and services not being trauma-informed. Best practice in providing healthcare to SSWs includes- seamless partnership working between agencies with case worker support; peer-involvement in service development and engagement, a range of health provision including outreach, presence in community spaces and fast-track access into mainstream services; trauma-informed, gender-sensitive health services in a welcoming environment with flexible, responsive appointment and drop-in systems and consistent clinicians with specialist knowledge of substance misuse, mental health, domestic violence and homelessness.ConclusionsAccess to healthcare for SSWs in the UK is highly variable but largely inadequate with regards to primary care and mental health provision. The examples of positive healthcare provision and partnership working presented here demonstrate the feasibility of accessible healthcare that meets the needs of SSWs. These need to be systematically implemented and evaluated to understand their impact and implications. As we build back from COVID-19 there is an urgent need to make accessible healthcare provision for marginalised groups the norm, not the exception.

Social Pension Scheme and Health Inequality: Evidence From China's New Rural Social Pension Scheme.

Health equality is an essential component of social justice, and the social policies should be as conducive to promoting health equality as possible. Based on the data from China, this article uses the regression discontinuity design method and the technique of decomposition of concentration index to examine whether the social pension schemes can significantly reduce health inequality among the residents, and tries to compute the contribution rate of pension benefit in alleviating the health inequality. Our results show that the pension benefit can improve the health level of the rural subscribers, especially for the low-income population. Implement of New Rural Pension Scheme contributes to reducing the health inequality among the rural elderly with contribution rate of 39.32%. Our results contain important policy implications.

What shapes local health system actors’ thinking and action on social inequalities in health? A meta-ethnography

Local health systems are increasingly tasked to play a more central role in driving action to reduce social inequalities in health. Past experience, however, has demonstrated the challenge of reorienting health system actions towards prevention and the wider determinants of health. In this review, I use meta-ethnographic methods to synthesise findings from eleven qualitative research studies that have examined how ambitions to tackle social inequalities in health take shape within local health systems. The resulting line-of-argument illustrates how such inequalities continue to be problematised in narrow and reductionist ways to fit both with pre-existing conceptions of health, and the institutional practices which shape thinking and action. Instances of health system actors adopting a more social view of inequalities, and taking a more active role in influencing the social and structural determinants of health, were attributed to the beliefs and values of system leaders, and their ability to push-back against dominant discourses and institutional norms. This synthesised account provides an additional layer of understanding about the specific challenges experienced by health workforces when tasked to address this complex and enduring problem, and provides essential insights for understanding the success and shortcomings of future cross-sectoral efforts to tackle social inequalities in health.

Influence of Social Determinants of Health on COVID-19 Infection in Socially Vulnerable Groups.

The coronavirus 2019 (COVID-19) pandemic has had a significant impact on the economy and health, especially for the most vulnerable social groups. The social determinants of health are one of the most relevant risks for becoming infected with COVID-19, due to the health consequences for those who are exposed to it. The objective of this study was to analyze the influence of social determinants in health on COVID-19 infection in vulnerable social groups. A transversal epidemiological study was carried out on 746 individuals in vulnerable situations living in conditions of extreme poverty in disadvantaged areas in the province of Almeria (southeast of Spain). Social determinants of health such access to drinking water (p < 0.001) and economic income (p = 0.04) influenced the infection of COVID-19. A binary logistic regression model showed that the significant predictors of COVID-19 infection were the lack of economic income and inaccessible drinking water. The government and social health services must be aware of this problem in order to play an active role in searching for solutions and implementing public health prevention measures to eliminate social inequalities in health.

Identifying extreme COVID-19 mortality risks in English small areas: a disease cluster approach

The COVID-19 pandemic is having a huge impact worldwide and has highlighted the extent of health inequalities between countries but also in small areas within a country. Identifying areas with high mortality is important both of public health mitigation in COVID-19 outbreaks, and of longer term efforts to tackle social inequalities in health. In this paper we consider different statistical models and an extension of a recent method to analyze COVID-19 related mortality in English small areas during the first wave of the epidemic in the first half of 2020. We seek to identify hotspots, and where they are most geographically concentrated, taking account of observed area factors as well as spatial correlation and clustering in regression residuals, while also allowing for spatial discontinuities. Results show an excess of COVID-19 mortality cases in small areas surrounding London and in other small areas in North-East and and North-West of England. Models alleviating spatial confounding show ethnic isolation, air quality and area morbidity covariates having a significant and broadly similar impact on COVID-19 mortality, whereas nursing home location seems to be slightly less important.