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Quiroz-Mena S, Piñeros-Jimenez JG, Cañon-Montañez W. Convergence between Cardiometabolic and Infectious Diseases in Adults from a Syndemic Perspective: A Scoping Review. Trop Med Infect Dis 2024; 9:196. [PMID: 39330885 PMCID: PMC11435530 DOI: 10.3390/tropicalmed9090196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/05/2024] [Accepted: 08/13/2024] [Indexed: 09/28/2024] Open
Abstract
Objective. Synthesize the approaches used to study the convergence between cardiometabolic and infectious diseases in adults from a syndemic perspective based on the scientific evidence available to date worldwide. Methods. Scoping review that follows the recommendations of the PRISMA statement. The protocol was registered in INPLASY202150048. The search for studies was carried out in MEDLINE, LILACS, Web of Science and Scopus. Results. Since the COVID-19 pandemic, there has been an increase in studies in the field of convergence between cardiometabolic and infectious diseases from a syndemic perspective, but only three studies were classified as true syndemics. There are weaknesses in the adherence to the elements of the syndemic theory, given a low incorporation of population measurements, and until now it has not been possible to find convincing empirical evidence that supports the bio-bio interface. Quantitative methods predominated through models focused on "sum scores". Conclusions. Future studies should comprehensively address the elements of syndemics, review discrepancies between additive analyses versus other modeling, and incorporate the influence of large-scale social forces. The lack of these aspects distances studies from the notion of syndemic, bringing them closer to comorbidity or multimorbidity approaches.
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Affiliation(s)
- Silvia Quiroz-Mena
- Faculty of Health, Technological University of Choco “Diego Luis Cordoba”, A.A 292, cra 22 No.18B-10, Quibdó 270001, Colombia
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Hernandez Barrios Y, Perez Chacon D, Molina Gomez Y, Gryseels C, Verdonck K, Peeters Grietens K, Nieto-Sanchez C. Using a Syndemics Perspective to (Re)Conceptualize Vulnerability during the COVID-19 Pandemic: A Scoping Review. Trop Med Infect Dis 2024; 9:189. [PMID: 39195627 PMCID: PMC11360217 DOI: 10.3390/tropicalmed9080189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/02/2024] [Accepted: 08/12/2024] [Indexed: 08/29/2024] Open
Abstract
Syndemics theory has been applied to study interactions between biomedical and social factors leading to the clustering of diseases. Because syndemics theory focuses on interactions that enhance risk, the concept of vulnerability is central to this approach. We conducted a scoping review to better understand how this theoretical framework helped to define, operationalize, and tackle issues of vulnerability during the COVID-19 pandemic. Original research, reviews, and opinion pieces elaborating on syndemics, vulnerability, and COVID-19, published between December 2019 and October 2022 and available from PubMed, were eligible. We analyzed 40 records and identified three framings of syndemics operating during this period: (1) interactions between COVID-19, diseases/health conditions, and specific social factors; (2) interactions between COVID-19 and social determinants of health; and (3) impacts of COVID-19 on specific populations. Emerging conceptualizations described vulnerability to COVID-19 as a systemic issue, explained the impact of COVID-19 control measures on increased vulnerability, and presented COVID-19 as a syndemic on its own. However, this theory's potential for deepening our understanding of vulnerability during this pandemic was constrained by superficial explorations of the interactions between biomedical and social spheres, and insufficient theoretical and methodological support from the social sciences.
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Affiliation(s)
- Yisel Hernandez Barrios
- Institute of Tropical Medicine Pedro Kourí, Havana 11400, Cuba or (Y.H.B.); or (D.P.C.); or (Y.M.G.)
| | - Dennis Perez Chacon
- Institute of Tropical Medicine Pedro Kourí, Havana 11400, Cuba or (Y.H.B.); or (D.P.C.); or (Y.M.G.)
| | - Yosiel Molina Gomez
- Institute of Tropical Medicine Pedro Kourí, Havana 11400, Cuba or (Y.H.B.); or (D.P.C.); or (Y.M.G.)
| | - Charlotte Gryseels
- Institute of Tropical Medicine—Antwerp, Nationalestraat 155, 2000 Antwerp, Belgium; (C.G.); (K.V.); (K.P.G.)
| | - Kristien Verdonck
- Institute of Tropical Medicine—Antwerp, Nationalestraat 155, 2000 Antwerp, Belgium; (C.G.); (K.V.); (K.P.G.)
| | - Koen Peeters Grietens
- Institute of Tropical Medicine—Antwerp, Nationalestraat 155, 2000 Antwerp, Belgium; (C.G.); (K.V.); (K.P.G.)
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki 852-8501, Japan
| | - Claudia Nieto-Sanchez
- Institute of Tropical Medicine—Antwerp, Nationalestraat 155, 2000 Antwerp, Belgium; (C.G.); (K.V.); (K.P.G.)
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Yuan HY, Wong WH, Khairunnasa F, Ho HC, Chung GKK. Impacts of income inequality and the mediation role of reporting delays on COVID-19 deaths during 2020 and 2021 in Hong Kong: an observational study. BMJ Open 2024; 14:e078838. [PMID: 38458781 PMCID: PMC10928778 DOI: 10.1136/bmjopen-2023-078838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 02/12/2024] [Indexed: 03/10/2024] Open
Abstract
OBJECTIVE To estimate the impacts of demographic factors and income disparities on the case fatality rate (CFR) of COVID-19 in Hong Kong, taking into account the influence of reporting delays (ie, the duration between symptom onset and case confirmation). DESIGN Retrospective observational longitudinal study. PARTICIPANTS A total of 7406 symptomatic patients with residence information reported between 23 January 2020 and 2 October 2021. MAIN OUTCOME MEASURES The study examined the disparity in COVID-19 deaths associated with the factors such as age (≥65 vs 0-64 years old groups), gender and the income level of districts (low income vs non-low income). The severe reporting delay (>10 days) was considered as the mediator for mediation analysis. A Cox proportional hazards regression model was constructed. RESULTS We found that CFR was 3.07% in the low-income region, twofold higher than 1.34% in the other regions. Although the severe reporting delay was associated with a hazard ratio (HR) of about 1.9, its mediation effect was only weakly present for age, but not for gender or income level. Hence, high CFR in Hong Kong was largely attributed to the direct effects of the elderly (HR 25.967; 95% CI 14.254 to 47.306) and low income (HR 1.558; 95% CI 1.122 to 2.164). CONCLUSION The disparity in COVID-19 deaths between income regions is not due to reporting delays, but rather to health inequities in Hong Kong. These risks may persist after the discontinuation of test-and-trace measures and extend to other high-threat respiratory pathogens. Urgent actions are required to identify vulnerable groups in low-income regions and understand the underlying causes of health inequities.
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Affiliation(s)
- Hsiang-Yu Yuan
- Department of Biomedical Sciences, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong
- Centre for Applied One Health Research and Policy Advice, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong
| | - Wing Hei Wong
- Department of Biomedical Sciences, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong
| | - Fatema Khairunnasa
- Department of Biomedical Sciences, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
- Department of Statistics, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh
| | - Hung Chak Ho
- Department of Public and International Affairs, City University of Hong Kong, Kowloon, Hong Kong
| | - Gary Ka-Ki Chung
- JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Sha Tin, Hong Kong
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Bulled N, Singer M. Conceptualizing COVID-19 syndemics: A scoping review. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2024; 14:26335565241249835. [PMID: 38682155 PMCID: PMC11055430 DOI: 10.1177/26335565241249835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 04/10/2024] [Indexed: 05/01/2024]
Abstract
Background COVID-19's heavy toll on human health, and its concentration within specific at-risk groups including the socially vulnerable and individuals with comorbidities, has made it the focus of much syndemic discourse. Syndemic theory recognizes that social factors create the conditions that support the clustering of diseases and that these diseases interact in a manner that worsens health outcomes. Syndemics theory has helped to facilitate systems-level approaches to disease as a biosocial phenomenon and guide prevention and treatment efforts. Despite its recognized value, reviews of syndemics literature have noted frequent misuse of the concept limiting its potential in guiding appropriate interventions. Objective To review how the term 'syndemic' is defined and applied within peer-reviewed literature in relation to COVID-19. Design A scoping review of definitions within COVID-19 literature published between January 1, 2020 to May 15, 2023 was conducted. Searches took place across six databases: Academic Search Premier, CINAHL, JSTOR, MEDLINE/Pubmed, PsycINFO and Scopus. PRISMA-ScR guidelines were followed. Results Content analysis revealed that COVID-19 has varied clustered configurations of communicable-non-communicable diseases and novel communicable disease interactions. Spatial analysis was presented as a new strategy to evidence syndemic arrangements. However, syndemics continue to be regarded as universal, with continued misunderstanding and misapplication of the concept. Conclusion This review found that current applications of syndemics remain problematic. Recommendations are made on the design of syndemic studies. A syndemic framework offers an opportunity for systems-level thinking that considers the full complexity of human-disease interactions and is useful to inform future pandemic preparations and responses.
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Affiliation(s)
| | - Merrill Singer
- Anthropology, University of Connecticut, Storrs, CT, USA
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Chan SM, Wong H, Chen Y, Tang MYV. Determinants of depression and anxiety in homeless people: A population survey of homeless people in Hong Kong. Int J Soc Psychiatry 2023; 69:1145-1156. [PMID: 36734241 DOI: 10.1177/00207640231152208] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND There are growing concerns about the homeless and mental health issues globally. This study aims to examine the mental health situation of homelessness and the determinants of anxiety and depression of them in Hong Kong. METHOD The data from the largest territory-wide study of the homeless population in 2021 was analyzed. Descriptive statistics and logistic regressions were used to investigate the association between mental health and socioeconomic variables, including demographic background, economic indicators, COVID-19 worries, government measures, and respect by others. The symptoms of depression and anxiety were assessed using Patient Health Questionnaire (PHQ) and General Anxiety Disorder (GAD). RESULTS The results showed that being female, food insecurity, and chronic diseases were the risk factors for anxiety and depression. A high level of respect by others was the protective factor for depression (adjusted OR 0.37, 95% CI [0.23, 0.61]) and anxiety (adjusted OR 0.40, 95% CI [0.24, 0.68]), compared to a low level of respect in the multivariate model. CONCLUSIONS Providing medical outreach services, additional resources for social services, implementation of homeless-friendly policies, and a progressive supply of public and transitional housing would help enhance the well-being of the homeless population.
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Affiliation(s)
- Siu-Ming Chan
- Department of Social and Behavioural Sciences, City University of Hong Kong, Hong Kong SAR, China
| | - Hung Wong
- Department of Social Work, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yikang Chen
- Department of Educational Psychology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Mun-Yu Vera Tang
- Asia-Pacific Institute of Ageing Studies, Lingnan University, Hong Kong SAR, China
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Mossadeghi B, Caixeta R, Ondarsuhu D, Luciani S, Hambleton IR, Hennis AJM. Multimorbidity and social determinants of health in the US prior to the COVID-19 pandemic and implications for health outcomes: a cross-sectional analysis based on NHANES 2017-2018. BMC Public Health 2023; 23:887. [PMID: 37189096 DOI: 10.1186/s12889-023-15768-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 04/26/2023] [Indexed: 05/17/2023] Open
Abstract
Multimorbidity increases the risk of all-cause mortality, and along with age, is an independent risk factor for severe disease and mortality from COVID-19. Inequities in the social determinants of health contributed to increased mortality from COVID-19 among disadvantaged populations. This study aimed to evaluate the prevalence of multimorbid conditions and associations with the social determinants of health in the US prior to the pandemic.Methods Data from the 2017-18 cycle of NHANES were used to determine the prevalence of 13 chronic conditions, and the prevalence of having 0, 1, or 2 or more of those conditions, among the US adult population aged ≥ 20 years. Multimorbidity was defined as having 2 or more of these conditions. Data were stratified according to demographic, socioeconomic and indicators of health access, and analyses including logistic regression, performed to determine the factors associated with multimorbidity.Results The prevalence of multimorbidity was 58.4% (95% CI 55.2 to 61.7). Multimorbidity was strongly associated with age and was highly prevalent among those aged 20-29 years at 22.2% (95% CI 16.9 to 27.6) and continued to increase with older age. The prevalence of multimorbidity was highest in those defined as Other or multiple races (66.9%), followed in decreasing frequency by rates among non-Hispanic Whites (61.2%), non-Hispanic Blacks (57.4%), Hispanic (52.0%) and Asian (41.3%) groups.Logistic regression showed a statistically significant relationship between multimorbidity and age, as expected. Asian race was associated with a reduced likelihood of 2 or more chronic conditions (OR 0.4; 95% CI 0.35 to 0.57; P < 0.0001). Socioeconomic factors were related to multimorbidity. Being above the poverty level (OR 0.64; 95% CI 0.46 to 0.91, p = 0.013); and a lack of regular access to health care (OR 0.61 (95% CI 0.42 to 0.88, p = 0.008) were both associated with a reduced likelihood of multimorbidity. Furthermore, there was a borderline association between not having health insurance and reduced likelihood of multimorbidity (OR 0.63; 95% CI 0.40 to 1.0; p = 0.053).Conclusions There are high levels of multimorbidity in the US adult population, evident from young adulthood and increasing with age. Cardiometabolic causes of multimorbidity were highly prevalent, especially obesity, hyperlipidemia, hypertension, and diabetes; conditions subsequently found to be associated with severe disease and death from COVID-19. A lack of access to care was paradoxically associated with reduced likelihood of comorbidity, likely linked to underdiagnosis of chronic conditions. Obesity, poverty, and lack of access to healthcare are factors related to multimorbidity and were also relevant to the health impact of the COVID-19 pandemic, that must be addressed through comprehensive social and public policy measures. More research is needed on the etiology and determinants of multimorbidity, on those affected, patterns of co-morbidity, and implications for individual health and impact on health systems and society to promote optimal outcomes. Comprehensive public health policies are needed to tackle multimorbidity and reduce disparities in the social determinants of health, as well as to provide universal access to healthcare.
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Affiliation(s)
- Bijan Mossadeghi
- Stony Brook University Medical Center, 101 Nicolls Road Health Sciences Center, Stony Brook, NY, 11794-843, USA
- , New York, United States
| | - Roberta Caixeta
- Pan American Health Organization, Washington, DC, USA
- , Washington D.C., United States
| | - Dolores Ondarsuhu
- Pan American Health Organization, Washington, DC, USA
- , Washington D.C., United States
| | - Silvana Luciani
- Pan American Health Organization, Washington, DC, USA
- , Washington D.C., United States
| | - Ian R Hambleton
- George Alleyne Chronic Disease Research Centre, The University of the West Indies, Bridgetown, Barbados
- , Bridgetown, Barbados
| | - Anselm J M Hennis
- Pan American Health Organization, Washington, DC, USA.
- , Washington D.C., United States.
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Chung GKK, Chan YH, Lee TSK, Chan SM, Chen JK, Wong H, Chung RYN, Ho ESC. Socioeconomic inequality in the worsening of psychosocial wellbeing via disrupted social conditions during COVID-19 among adolescents in Hong Kong: self-resilience matters. Front Public Health 2023; 11:1136744. [PMID: 37181693 PMCID: PMC10169685 DOI: 10.3389/fpubh.2023.1136744] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 03/27/2023] [Indexed: 05/16/2023] Open
Abstract
BACKGROUND Adolescents, especially the socioeconomically disadvantaged, are facing devastating psychosocial impact of the COVID-19 pandemic during their critical developmental period. This study aims to (i) examine the socioeconomic patterning of the worsening of psychosocial wellbeing, (ii) delineate the underlying mediating factors (i.e., overall worry about COVID-19, family's financial difficulty, learning problems, and loneliness), and (iii) explore the moderating effect of resilience in the inter-relationship among adolescents under COVID-19. METHODS Based on maximum variation sampling of 12 secondary schools of diverse socioeconomic background in Hong Kong, 1018 students aged 14-16 years were recruited and completed the online survey between September and October 2021. Multi-group structural equation modeling (SEM) by resilience levels was employed to delineate the pathways between socioeconomic position and the worsening of psychosocial wellbeing. RESULTS SEM analysis showed a significant total effect of socioeconomic ladder with the worsening of psychosocial wellbeing during the pandemic in the overall sample (β = -0.149 [95% CI = -0.217 - -0.081], p < 0.001), which operated indirectly through learning problems and loneliness (both p < 0.001 for their indirect effects). Consistent pattern with stronger effect size was observed in the lower resilience group; nonetheless, the associations were substantially mitigated in the higher resilience group. CONCLUSION In addition to facilitating self-directed learning and easing loneliness during the pandemic, evidence-based strategies to build up resilience among adolescents are critical to buffer against the adverse socioeconomic and psychosocial impacts of the pandemic or other potential catastrophic events in the future.
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Affiliation(s)
- Gary Ka-Ki Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Yat-Hang Chan
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Thomas Sze-Kit Lee
- Department of Educational Administration and Policy, Faculty of Education, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Siu-Ming Chan
- Department of Social and Behavioural Sciences, The City University of Hong Kong, Kowloon, Hong Kong SAR, China
| | - Ji-Kang Chen
- Department of Social Work, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Hung Wong
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Department of Social Work, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Roger Yat-Nork Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- CUHK Centre for Bioethics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Esther Sui-Chu Ho
- Department of Educational Administration and Policy, Faculty of Education, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
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Chung GKK, Robinson M, Marmot M, Woo J. Monitoring socioeconomic inequalities in health in Hong Kong: insights and lessons from the UK and Australia. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 31:100636. [PMID: 36879790 PMCID: PMC9985041 DOI: 10.1016/j.lanwpc.2022.100636] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 10/13/2022] [Accepted: 10/20/2022] [Indexed: 11/13/2022]
Abstract
In many developed countries such as the UK and Australia, addressing socioeconomic inequalities in health is a priority in their policy agenda, with well-established practices and authorities to collect and link selected health and social indicators for long-term monitoring. Nonetheless, the monitoring of socioeconomic inequalities in health in Hong Kong remains in a piecemeal manner. Also, the common international practice to monitor inequalities at area level appears to be unsuitable in Hong Kong due to its small, compact, and highly interconnected built environment that limits the variation of neighbourhood deprivation level. To enhance inequality monitoring in Hong Kong, we aim to draw reference and lesson from the UK and Australia to explore the feasible steps forward regarding collection of health indicators and contextually appropriate equity stratifiers with strong implication on policy actions, and discuss potential strategies to promote the public awareness and motivations for a more comprehensive inequality monitoring system.
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Affiliation(s)
- Gary Ka-Ki Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong, China
| | - Mark Robinson
- Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Michael Marmot
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong, China
- UCL Institute of Health Equity, Research Department of Epidemiology and Public Health, University College London, London, UK
| | - Jean Woo
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong, China
- CUHK Institute of Ageing, The Chinese University of Hong Kong, Hong Kong, China
- Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
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Zsichla L, Müller V. Risk Factors of Severe COVID-19: A Review of Host, Viral and Environmental Factors. Viruses 2023; 15:175. [PMID: 36680215 PMCID: PMC9863423 DOI: 10.3390/v15010175] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/04/2023] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
The clinical course and outcome of COVID-19 are highly variable, ranging from asymptomatic infections to severe disease and death. Understanding the risk factors of severe COVID-19 is relevant both in the clinical setting and at the epidemiological level. Here, we provide an overview of host, viral and environmental factors that have been shown or (in some cases) hypothesized to be associated with severe clinical outcomes. The factors considered in detail include the age and frailty, genetic polymorphisms, biological sex (and pregnancy), co- and superinfections, non-communicable comorbidities, immunological history, microbiota, and lifestyle of the patient; viral genetic variation and infecting dose; socioeconomic factors; and air pollution. For each category, we compile (sometimes conflicting) evidence for the association of the factor with COVID-19 outcomes (including the strength of the effect) and outline possible action mechanisms. We also discuss the complex interactions between the various risk factors.
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Affiliation(s)
- Levente Zsichla
- Institute of Biology, Eötvös Loránd University, 1117 Budapest, Hungary
- National Laboratory for Health Security, Eötvös Loránd University, 1117 Budapest, Hungary
| | - Viktor Müller
- Institute of Biology, Eötvös Loránd University, 1117 Budapest, Hungary
- National Laboratory for Health Security, Eötvös Loránd University, 1117 Budapest, Hungary
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Siu JYM. The Role of Social and Cultural Values in Pandemic Control in a Chinese Community: An Ethnographic Study on the Construction and Stigmatization of "Others" in Severe Acute Respiratory Syndrome (SARS) and COVID-19 in Hong Kong. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13517. [PMID: 36294097 PMCID: PMC9603597 DOI: 10.3390/ijerph192013517] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/19/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Studies have widely reported that social and cultural values serve as constraints in controlling the spread of an epidemic. However, I argue that a social and cultural value system is a double-edged sword and can motivate people's preventive health behaviors. Few studies have examined the positive role of social and cultural values in promoting epidemic control. METHODS Using the severe acute respiratory syndrome outbreak in 2003 and the COVID-19 pandemic that began in 2020 in Hong Kong as examples, the present study performed participant observation in Hong Kong from January to June 2003 and from January 2020 to May 2022; in-depth individual semi-structured interviews were conducted with 70 participants between February 2021 and March 2022. RESULTS Social and cultural values serve as informal social control mechanisms in manipulating people's adoption of preventive health behaviors that can assist in epidemic control. Specifically, the construction and stigmatization of the "others" groups and the traditional cultural values based on the capitalist ideology were noted to facilitate control measures against the two outbreaks in Hong Kong. CONCLUSION These two outbreaks reinforced the embedded social and cultural values of the capitalist ideology of Hong Kong, which increased the vulnerability of disadvantaged social groups to stigmatization.
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Affiliation(s)
- Judy Yuen-man Siu
- Department of Applied Social Sciences, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China;
- Interdisciplinary Centre for Qualitative Research, The Hong Kong Polytechnic University, Hong Kong, China
- Research Centre for Sharp Vision, The Hong Kong Polytechnic University, Hong Kong, China
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Ozyilmaz A, Bayraktar Y, Toprak M, Isik E, Guloglu T, Aydin S, Olgun MF, Younis M. Socio-Economic, Demographic and Health Determinants of the COVID-19 Outbreak. Healthcare (Basel) 2022; 10:748. [PMID: 35455925 PMCID: PMC9031016 DOI: 10.3390/healthcare10040748] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 04/08/2022] [Accepted: 04/11/2022] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE In this study, the effects of social and health indicators affecting the number of cases and deaths of the COVID-19 pandemic were examined. For the determinants of the number of cases and deaths, four models consisting of social and health indicators were created. METHODS In this quantitative research, 93 countries in the model were used to obtain determinants of the confirmed cases and determinants of the COVID-19 fatalities. RESULTS The results obtained from Model I, in which the number of cases was examined with social indicators, showed that the number of tourists, the population between the ages of 15 and 64, and institutionalization had a positive effect on the number of cases. The results obtained from the health indicators of the number of cases show that cigarette consumption affects the number of cases positively in the 50th quantile, the death rate under the age of five affects the number of cases negatively in all quantiles, and vaccination positively affects the number of cases in 25th and 75th quantile values. Findings from social indicators of the number of COVID-19 deaths show that life expectancy negatively affects the number of deaths in the 25th and 50th quantiles. The population over the age of 65 and CO2 positively affect the number of deaths at the 25th, 50th, and 75th quantiles. There is a non-linear relationship between the number of cases and the number of deaths at the 50th and 75th quantile values. An increase in the number of cases increases the number of deaths to the turning point; after the turning point, an increase in the number of cases decreases the death rate. Herd immunity has an important role in obtaining this finding. As a health indicator, it was seen that the number of cases positively affected the number of deaths in the 50th and 75th quantile values and the vaccination rate in the 25th and 75th quantile values. Diabetes affects the number of deaths positively in the 75th quantile. CONCLUSION The population aged 15-64 has a strong impact on COVID-19 cases, but in COVID-19 deaths, life expectancy is a strong variable. On the other hand, it has been found that vaccination and the number of cases interaction term has an effect on the mortality rate. The number of cases has a non-linear effect on the number of deaths.
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Affiliation(s)
- Ayfer Ozyilmaz
- Department of Foreign Trade, Kocaeli University, Kocaeli 41650, Turkey;
| | - Yuksel Bayraktar
- Department of Economics, Istanbul University, Istanbul 34452, Turkey;
| | - Metin Toprak
- Department of Economics, Istanbul Sabahattin Zaim University, Istanbul 34303, Turkey;
| | - Esme Isik
- Department of Optician, Malatya Turgut Ozal University, Malatya 44700, Turkey;
| | - Tuncay Guloglu
- Department of Labor Economics and Industrial Relations, Yalova University, Yalova 77100, Turkey;
| | - Serdar Aydin
- School of Health Sciences, Southern Illinois University Carbondale, 1365 Douglas, Drive, Carbondale, IL 62901, USA
| | | | - Mustafa Younis
- College of Health Sciences, Jackson State University, Jackson, MS 39217, USA;
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12
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Chung GKK, Strong C, Chan YH, Chung RYN, Chen JS, Lin YH, Huang RY, Lin CY, Ko NY. Psychological Distress and Protective Behaviors During the COVID-19 Pandemic Among Different Populations: Hong Kong General Population, Taiwan Healthcare Workers, and Taiwan Outpatients. Front Med (Lausanne) 2022; 9:800962. [PMID: 35242778 PMCID: PMC8885588 DOI: 10.3389/fmed.2022.800962] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 01/03/2022] [Indexed: 12/13/2022] Open
Abstract
PURPOSE The novel coronavirus disease 2019 (COVID-19) caused psychological distress and changed human living styles. However, rare studies have examined the psychological distress and protective behaviors across different populations. Therefore, the present study aimed to assess psychological distress, protective behaviors, and potential predictors of psychological distress and protective behaviors across the Hong Kong general population, Taiwan healthcare workers, and Taiwan outpatients. METHODS A cross-sectional design was used to recruit participants from Hong Kong and Taiwan. Telephone interviews were carried out for Hong Kong participants (n = 1,067; 30.2% male participants); online surveys were used for Taiwan healthcare workers (n = 500; 8.0% male participants) and Taiwan outpatients (n = 192; 32.8% male participants). All the participants completed questions on psychological distress and protective behaviors. Multiple linear regressions and multivariable logistic regressions were employed to explore the potential predictors of psychological distress and protective behaviors, respectively. RESULTS Hong Kong participants had significantly lower levels of psychological distress than Taiwan participants [mean (SD) = 0.16 (0.39) vs. 0.47 (0.59) in healthcare workers and 0.46 (0.65) in outpatients; p < 0.001]. Hong Kong participants (51.7%) and Taiwan outpatients had more people showing fear of COVID-19 (52.0%) than Taiwan healthcare providers (40.8%; p < 0.001). Moreover, Hong Kong participants engaged the most in protective behaviors, followed by Taiwan healthcare providers and Taiwan outpatients (p < 0.001). Moreover, being a female, fear of COVID-19 and worry about personal savings were associated with protective behaviors in general. CONCLUSIONS Despite the greater COVID-19 severity and fear of COVID-19 in Hong Kong, the general population in Hong Kong experienced less psychosocial distress with higher compliance to protective behaviors than the other groups in Taiwan.
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Affiliation(s)
- Gary Ka-Ki Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Carol Strong
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yat-Hang Chan
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Roger Yat-Nork Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Jung-Sheng Chen
- Department of Medical Research, E-Da Hospital, Kaohsiung, Taiwan
| | - Yi-Hsuan Lin
- Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ru-Yi Huang
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung, Taiwan
- School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Chung-Ying Lin
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Nai-Ying Ko
- Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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13
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Lai FTT, Huang L, Chui CSL, Wan EYF, Li X, Wong CKH, Chan EWW, Ma T, Lum DH, Leung JCN, Luo H, Chan EWY, Wong ICK. Multimorbidity and adverse events of special interest associated with Covid-19 vaccines in Hong Kong. Nat Commun 2022; 13:411. [PMID: 35058463 PMCID: PMC8776841 DOI: 10.1038/s41467-022-28068-3] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 01/06/2022] [Indexed: 02/06/2023] Open
Abstract
Prior research using electronic health records for Covid-19 vaccine safety monitoring typically focuses on specific disease groups and excludes individuals with multimorbidity, defined as ≥2 chronic conditions. We examine the potential additional risk of adverse events 28 days after the first dose of CoronaVac or Comirnaty imposed by multimorbidity. Using a territory-wide public healthcare database with population-based vaccination records in Hong Kong, we analyze a retrospective cohort of patients with chronic conditions. Thirty adverse events of special interest according to the World Health Organization are examined. In total, 883,416 patients are included and 2,807 (0.3%) develop adverse events. Results suggest vaccinated patients have lower risks of adverse events than unvaccinated individuals, multimorbidity is associated with increased risks regardless of vaccination, and the association of vaccination with adverse events is not modified by multimorbidity. To conclude, we find no evidence that multimorbidity imposes extra risks of adverse events following Covid-19 vaccination.
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Affiliation(s)
- Francisco Tsz Tsun Lai
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
| | - Lei Huang
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Celine Sze Ling Chui
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
- School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Eric Yuk Fai Wan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
- Department of Family Medicine and Primary Care, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Xue Li
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Carlos King Ho Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
- Department of Family Medicine and Primary Care, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Edward Wai Wa Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Tiantian Ma
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
| | - Dawn Hei Lum
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Janice Ching Nam Leung
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
| | - Hao Luo
- Department of Social Work and Social Administration, Faculty of Social Sciences, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Department of Computer Science, Faculty of Engineering, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Esther Wai Yin Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
| | - Ian Chi Kei Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China.
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science Park, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China.
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.
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14
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Di Ciaula A, Krawczyk M, Filipiak KJ, Geier A, Bonfrate L, Portincasa P. Noncommunicable diseases, climate change and iniquities: What COVID-19 has taught us about syndemic. Eur J Clin Invest 2021; 51:e13682. [PMID: 34551123 PMCID: PMC8646618 DOI: 10.1111/eci.13682] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/18/2021] [Accepted: 09/19/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND COVID-19 is generating clinical challenges, lifestyle changes, economic consequences. The pandemic imposes to familiarize with concepts as prevention, vulnerability and resilience. METHODS We analysed and reviewed the most relevant papers in the MEDLINE database on syndemic, noncommunicable diseases, pandemic, climate changes, pollution, resilience, vulnerability, health costs, COVID-19. RESULTS We discuss that comprehensive strategies must face multifactorial consequences since the pandemic becomes syndemic due to interactions with noncommunicable diseases, climate changes and iniquities. The lockdown experience, on the other hand, demonstrates that it is rapidly possible to reverse epidemiologic trends and to reduce pollution. The worst outcome is evident in eight highly industrialized nations, where 12% of the world population experienced about one-third of all COVID-19-deaths worldwide. Thus, a great economic power has not been fully protective, and a change of policy is obviously needed to avoid irreversible consequences. CONCLUSIONS We are accumulating unhealthy populations living in unhealthy environments and generating unhealthy offspring. The winning policy should tackle structural inequities through a syndemic approach, to protect vulnerable populations from present and future harms.
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Affiliation(s)
- Agostino Di Ciaula
- Department of Biomedical Sciences and Human OncologyClinica Medica ‘A. Murri’University of Bari ‘Aldo Moro’ Medical SchoolBariItaly
| | - Marcin Krawczyk
- Department of Medicine IISaarland University Medical CenterSaarland UniversityHomburgGermany
- Laboratory of Metabolic Liver DiseasesDepartment of General, Transplant and Liver SurgeryCentre for Preclinical ResearchMedical University of WarsawWarsawPoland
| | | | - Andreas Geier
- Division of HepatologyDepartment of Internal Medicine IIUniversity Hospital WürzburgWürzburgGermany
| | - Leonilde Bonfrate
- Department of Biomedical Sciences and Human OncologyClinica Medica ‘A. Murri’University of Bari ‘Aldo Moro’ Medical SchoolBariItaly
| | - Piero Portincasa
- Department of Biomedical Sciences and Human OncologyClinica Medica ‘A. Murri’University of Bari ‘Aldo Moro’ Medical SchoolBariItaly
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15
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Chung RYN, Chung GKK, Chan SM, Chan YH, Wong H, Yeoh EK, Allen J, Woo J, Marmot M. Socioeconomic inequality in mental well-being associated with COVID-19 containment measures in a low-incidence Asian globalized city. Sci Rep 2021; 11:23161. [PMID: 34848754 PMCID: PMC8633192 DOI: 10.1038/s41598-021-02342-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 11/03/2021] [Indexed: 02/05/2023] Open
Abstract
The COVID-19 pandemic exposes and amplifies pre-existing inequalities even in places with relatively well-controlled outbreaks such as Hong Kong. This study aimed to explore whether the socioeconomically disadvantaged fare worse via various types of worry in terms of their mental health and well-being. Between September and October 2020, 1067 adults in Hong Kong were recruited via a cross-sectional population-wide telephone survey. The inter-relationship between deprivation, types of worry, mental health disorders, and subjective well-being was assessed using structural equation modelling. Results showed significant total effects of deprivation on worries about being infected (p = 0.002), economic activities and livelihood (p < 0.001), and personal savings (p < 0.001), as well as mental health disorders (p < 0.001) and subjective well-being (p < 0.001). Specifically, worry about economic activities and livelihood partly mediated the total effect of deprivation on mental health disorders (p = 0.004), whereas worry about personal savings and worry about economic activities and livelihood partially mediated the total effect of deprivation on subjective well-being (p = 0.007 and 0.002, respectively). Socioeconomic inequality, particularly in mental health and well-being, could be exacerbated via people's economic concerns during the pandemic, which was largely induced by the COVID-19 containment measures rather than the pandemic per se given the relatively low COVID-19 incidence in Hong Kong.
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Affiliation(s)
- Roger Yat-Nork Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China.
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.
- CUHK Institute of Ageing, The Chinese University of Hong Kong, Hong Kong SAR, China.
- 4/F, School of Public Health and Primary Care, Prince of Wales Hospital, Shatin, NT, Hong Kong SAR, China.
| | - Gary Ka-Ki Chung
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Siu-Ming Chan
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
- CityU Department of Social and Behavioural Sciences, The City University of Hong Kong, Hong Kong SAR, China
| | - Yat-Hang Chan
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Hung Wong
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
- Department of Social Work, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Eng Kiong Yeoh
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Jessica Allen
- Department of Epidemiology and Public Health, UCL Institute of Health Equity, UCL Research, London, UK
| | - Jean Woo
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
- CUHK Institute of Ageing, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Michael Marmot
- CUHK Institute of Health Equity, The Chinese University of Hong Kong, Hong Kong SAR, China
- Department of Epidemiology and Public Health, UCL Institute of Health Equity, UCL Research, London, UK
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16
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Magalhães JPM, Ribeiro AI, Caetano CP, Sá Machado R. Community socioeconomic deprivation and SARS-CoV-2 infection risk: findings from Portugal. Eur J Public Health 2021; 32:145-150. [PMID: 34788421 PMCID: PMC8689925 DOI: 10.1093/eurpub/ckab192] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background Socioeconomic differences have been observed in the risk of acquiring infectious diseases, but evidence regarding SARS-CoV-2 remains sparse. Hence, this study aimed to investigate the association between SARS-CoV-2 infection risk and socioeconomic deprivation, exploring whether this association varied according to different phases of the national pandemic response. Methods A cross-sectional study was conducted. Data routinely collected for patients with a laboratorial result recorded in SINAVE®, between 2 March and 14 June 2020, were analysed. Socioeconomic deprivation was assessed using quintiles of the European Deprivation Index (Q1-least deprived to Q5-most deprived). Response phases were defined as before, during and after the national State of Emergency. Associations were estimated using multilevel analyses. Results The study included 223 333 individuals (14.7% were SARS-CoV-2 positive cases). SARS-CoV-2 infection prevalence ratio increased with deprivation [PR(Q1)=Ref; PR(Q2)=1.37 (95% CI 1.19–1.58), PR(Q3)=1.48 (95% CI 1.26–1.73), PR(Q4)=1.73 (95% CI 1.47–2.04), PR(Q5)=2.24 (95% CI 1.83–2.75)]. This was observed during the State of Emergency [PR(Q5)=2.09 (95% CI 1.67–2.62)] and more pronounced after the State of Emergency [PR(Q5)= 3.43 (95% CI 2.66–4.44)]. Conclusion The effect of socioeconomic deprivation in the SARS-CoV-2 infection risk emerged after the implementation of the first State of Emergency in Portugal, and became more pronounced as social distancing policies eased. Decision-makers should consider these results when deliberating future mitigation measures.
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Affiliation(s)
- João Paulo M Magalhães
- Unidade de Saúde Pública, ACES Porto Oriental, Administração Regional de Saúde do Norte, Porto, Portugal.,Divisão de Epidemiologia e Estatística, Direção-Geral da Saúde, Lisboa, Portugal
| | - Ana Isabel Ribeiro
- EPIUnit-Instituto de Saúde Pública da Universidade do Porto, Porto, Portugal.,Departamento Ciências da Saúde Pública e Forenses, e Educação Médica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Porto, Portugal
| | - Constantino P Caetano
- Departamento de Epidemiologia, Instituto Nacional de Saúde Doutor Ricardo Jorge, Lisboa, Portugal
| | - Rita Sá Machado
- Divisão de Epidemiologia e Estatística, Direção-Geral da Saúde, Lisboa, Portugal.,Unidade de Saúde Pública, ACES Almada/Seixal, Administração Regional de Saúde Lisboa e Vale do Tejo, Lisboa, Portugal
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