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Silva HM. Reckoning with COVID-19 denial: Brazil's exemplary model for global response. World J Methodol 2024; 14:92512. [PMID: 39310230 PMCID: PMC11230079 DOI: 10.5662/wjm.v14.i3.92512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 02/15/2024] [Accepted: 05/08/2024] [Indexed: 06/25/2024] Open
Abstract
In the aftermath of the coronavirus disease 2019 (COVID-19) pandemic in Brazil, accountability is crucial for those who denied the severity of the virus, spreading false information and causing harm. Some individuals have already faced legal proceedings against them, revealing economic motivations behind their actions. It is equally important to hold doctors accountable for prescribing ineffective treatments, putting the population at risk. The leaders of the denial movement and the federal government, who mishandled the pandemic, should be held accountable for the high death toll. Seeking justice from the legislative and executive branches is necessary, along with exemplary measures for those who spread misinformation about COVID-19.
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Affiliation(s)
- Heslley Machado Silva
- Department of Science and Education, University Center of Formiga and State University of Minas Gerais, Minas Gerais 35570000, Brazil
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2
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Charles CM, Noles M, Munezero A, Gallardo N, Bahamondes L, Bento SF, de Pádua KS, Nhauche M, Metelus S, Cecatti JG, Souza RT, Pacagnella RC. Risk factors related to the SARS-CoV-2 vaccine additional doses hesitancy among pregnant and non-pregnant people of reproductive age and partners: A Brazilian cross-sectional study. Int J Gynaecol Obstet 2024; 166:1144-1160. [PMID: 38532554 DOI: 10.1002/ijgo.15512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/09/2024] [Accepted: 03/18/2024] [Indexed: 03/28/2024]
Abstract
OBJECTIVE The aim of this study was to assess the predictors of acceptance and hesitancy of additional doses of any SARS-CoV-2 (COVID-19) vaccine among pregnant or recently pregnant and non-pregnant people of reproductive age and partners in Brazil. METHODS We conducted an online cross-sectional study from June 2022 to April 2023 and invited women and partners between 18 and 49 years old to participate. We employed a snowball strategy to reach all potential eligible participants. Our primary outcome was the acceptance rate of the COVID-19 booster vaccine. We estimated the frequency and percentage for the three groups and compared categorical variables using the Chi-square test. Moreover, bivariate, backward stepwise regression, and subgroup analyses were performed to evaluate risk factors and predictors of COVID-19 vaccine booster hesitancy. We reported the effect size as OR with a 95% CI. RESULTS We included 1487 participants, and among them, 334 (22.5%) were pregnant or recently pregnant people, 905 (60.8%) were non-pregnant people, and 247 (16.6%) were male partners. Pregnant and recently pregnant people showed greater hesitancy for the COVID-19 vaccine booster than non-pregnant people (28% vs 15%, P < 0.001) and male partners (28% vs 16%, P < 0.001). Non-pregnant women accepted the COVID-19 vaccine more often than pregnant or recently pregnant people (OR 1.75; 95% CI: 1.13-2.70). The associated factors to the reduced COVID-19 vaccine booster acceptance were family income between US$ 566-945.00 (54%), evangelic religion (65%), concern about vaccine safety (80%) and perceived common vaccine importance (93%). CONCLUSION Pregnant people were more hesitant than non-pregnant people to accept the COVID-19 booster vaccine. Family income, religious beliefs, vaccine safety concerns, and perceived common vaccine importance were significant barriers to accepting COVID-19 booster vaccines. The impact of these factors was more evident among pregnant or recently pregnant people, emphasizing the harmful effect of misinformation among this vulnerable population.
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Affiliation(s)
- Charles M Charles
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
- Provincial Health Administration, DPS Manica, Chimoio, Mozambique
| | - Marcelo Noles
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
| | - Aline Munezero
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
| | - Negli Gallardo
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
| | - Luis Bahamondes
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brazil
| | - Silvana F Bento
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brazil
- Women's Hospital "Prof. Dr. José A Pinotti" - Center for Integral Attention to Women (CAISM), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil
| | - Karla S de Pádua
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brazil
- Women's Hospital "Prof. Dr. José A Pinotti" - Center for Integral Attention to Women (CAISM), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil
| | - Marta Nhauche
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
| | - Sherly Metelus
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
| | - José G Cecatti
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brazil
| | - Renato T Souza
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brazil
| | - Rodolfo C Pacagnella
- Department of Obstetrics and Gynecology, Universidade Estadual de Campinas - (UNICAMP), Campinas, SP, Brazil
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Huang Q. Spatial, temporal, and demographic nonstationary dynamics of COVID-19 exposure among older adults in the U.S. PLoS One 2024; 19:e0307303. [PMID: 39172979 PMCID: PMC11341038 DOI: 10.1371/journal.pone.0307303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 07/01/2024] [Indexed: 08/24/2024] Open
Abstract
This study examines demographic disparities in COVID-19 exposures across older adults age 60-79 and older adults age 80 and over, and explores the factors driving these dynamics in the United States (U.S.) from January 2020 to July 2022. Spatial clusters were identified, and 14 main health determinants were synthesized from 62 pre-existing county-level variables. The study also assessed the correlation between these health determinants and COVID-19 incidence rates for both age groups during the pandemic years. Further examination of incidence rates in relation to health determinants was carried out through statistical and spatial regression models. Results show that individuals aged 80 and over had much higher hospitalization rates, death rates, and case-fatality rates in 2020-2022. Spatial results indicate that the geographical cluster of high incidence rates for both groups shifted from the Midwest at the beginning of the pandemic to the Southwest in 2022. The study revealed marked spatial, temporal, and demographic nonstationary dynamics in COVID-19 exposures, indicating that the health effects of contextual factors vary across age groups. COVID-19 incidence rates in older adults were strongly influenced by race, healthcare access, social capital, environment, household composition, and mobility. Future public health policies and mitigations should further their efforts by considering temporal and demographic nonstationarity as well as local conditions.
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Affiliation(s)
- Qian Huang
- Center for Rural Health Research, College of Public Health, East Tennessee State University, Johnson City, Tennessee, United States of America
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Machado CV, Pereira AMM, Freitas CMD, Souza MSE, Tobar S, Oliveira SCD. The response to COVID-19 in Argentina, Brazil, and Mexico: challenges to national coordination of health policies. CAD SAUDE PUBLICA 2024; 40:e00055023. [PMID: 39082560 PMCID: PMC11290836 DOI: 10.1590/0102-311xen055023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 01/18/2024] [Accepted: 01/22/2024] [Indexed: 08/02/2024] Open
Abstract
The article analyzes the fight against COVID-19 in three Latin American countries: Argentina, Brazil, and Mexico. A multiple case study was carried out in a comparative perspective, based on a bibliographic review, documentary analysis, and secondary data, considering characteristics of the countries and the health system, evolution of COVID-19, national governance, containment and mitigation measures, health systems response, constraints, positive aspects and limits of responses. The three countries had distinct health systems but were marked by insufficient funding and inequalities when hit by the pandemic and recorded high-COVID-19 mortality. Structural, institutional, and political factors influenced national responses. In Argentina, national leadership and intergovernmental political agreements favored the initial adoption of centralized control measures, which were not sustained. In Brazil, there were limits in national coordination and leadership related to the President's denialism and federative, political, and expert conflicts, despite a universal health system with intergovernmental commissions and participatory councils, which were little used during the pandemic. In Mexico, structural difficulties were associated with the Federal Government's initial reluctance to adopt restrictive measures, limits on testing, and relative slowness in immunization. In conclusion, facing health emergencies requires strengthening public health systems associated with federative, intersectoral, and civil society coordination mechanisms and effective global solidarity mechanisms.
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Affiliation(s)
| | | | | | - Michele Souza E Souza
- Instituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Sebastián Tobar
- Centro de Relações Internacionais em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
| | - Suelen Carlos de Oliveira
- Escola Nacional de Saúde Pública Sergio Arouca, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
- Universidade do Grande Rio, Mesquita, Brasil
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Melro LMG, Trindade EM, Park M. COVID-19 underpinning the inverse equity hypothesis between public and private health care in Brazil. CRITICAL CARE SCIENCE 2024; 36:e20240294en. [PMID: 38597485 PMCID: PMC11098063 DOI: 10.62675/2965-2774.20240294-en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 04/11/2024]
Affiliation(s)
- Livia Maria Garcia Melro
- Hospital Samaritano PaulistaIntensive Care UnitSão PauloSPBrazilIntensive Care Unit, Hospital Samaritano Paulista - São Paulo (SP), Brazil.
| | - Evelinda Marramon Trindade
- Universidade de São PauloHospital das ClínicasFaculdade de MedicinaSão PauloSPBrazilHealth Technology Assessment Center, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo - São Paulo (SP), Brazil.
| | - Marcelo Park
- Universidade de São PauloHospital das ClínicasFaculdade de MedicinaSão PauloSPBrazilIntensive Care Unit, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo - São Paulo (SP), Brazil.
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Paula Martins J, Almeida Alatzatianos G, Mendes Camargo T, Augusto Lima Marson F. Overview of childhood vaccination coverage in Brazil and the impact of the COVID-19 pandemic: Is our children's health at risk? A review of pre-COVID-19 periods and during the COVID-19 pandemic. Vaccine X 2024; 17:100430. [PMID: 38299202 PMCID: PMC10825611 DOI: 10.1016/j.jvacx.2024.100430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/23/2023] [Accepted: 01/03/2024] [Indexed: 02/02/2024] Open
Abstract
Introduction The coronavirus disease (COVID)-19 has had a great impact on several aspects related to the population's health, including the vaccination adherence rate. This study describes how childhood vaccination coverage (CVC) in Brazil was affected by the pandemic in the period from 2020 to 2022 and explores the relationship between this data and the Human Development Index (HDI), and the number of votes received in the government with a right-wing political ideology. Methods An ecological analysis of CVC was carried out including 12 vaccines. The HDI was evaluated considering the HDI-General, HDI-Income, HDI-Longevity, and HDI-Education. The percentage of valid votes received by the former president (right-wing political ideology) was also obtained. Spearman correlation tests were applied to compare markers. Results During the period analyzed, it was observed a linear growth trend in CVC between 2015 and 2018 regarding all vaccines. However, from 2018 onwards, after the presidential elections in Brazil, the CVC reduced significantly, showing an even more pronounced decrease with the start of the COVID-19 pandemic. This reduction in CVC observed for some vaccines was related to the higher percentage of votes for the government with a right-wing political ideology, especially in relation to the BCG (bacillus Calmette and Guerin) and pentavalent (protecting against diphtheria, tetanus, pertussis, hepatitis B, and Haemophilus influenzae type b bacteria) vaccines. In addition, when analyzing the HDI, it was observed that the lowest values of this indicator were associated with a more expressive reduction in CVC, mainly related to yellow fever, pentavalent, 10-valent pneumococcal conjugate, Human rotavirus, and triple viral (protecting against measles, mumps, and rubella - MMR) vaccines. Conclusion Although Brazil has a successful and exemplary record in combating several diseases, mainly due to the high rate of CVC, the continuous reduction in this coverage must be thoroughly evaluated by health managers.
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Affiliation(s)
| | | | | | - Fernando Augusto Lima Marson
- Corresponding author at: São Francisco University, Postgraduate Program in Health Science, Laboratory of Molecular Biology and Genetics. Avenida São Francisco de Assis, 218. Jardim São José, Bragança Paulista 12916-900, São Paulo, Brazil.
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Charles CM, Souza Neto LA, Soares CF, Souza Araújo T, Torezzan C, Lima EEC, Munezero A, Bahamondes L, Souza RT, Costa ML, Cecatti JG, Pacagnella RC. Preterm births prevalence during the COVID-19 pandemic in Brazil: results from the national database. Sci Rep 2023; 13:14580. [PMID: 37666901 PMCID: PMC10477268 DOI: 10.1038/s41598-023-37871-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 06/28/2023] [Indexed: 09/06/2023] Open
Abstract
The SARS-CoV-2 (COVID-19) pandemic impacted the health systems between and within countries, and in the course of the pandemic sexual and reproductive health services were the most disrupted. Findings from high-income settings have reported significant changes in preterm birth prevalence during the pandemic period. To understand the possible effects of the COVID-19 pandemic on preterm birth numbers at the Brazilian national level. We compare the number of preterm deliveries during the COVID-19 pandemic period (2020 and 2021) with previous years. We conducted a population-based cross-sectional study taking the period from January 2017 to December 2021 to account. We use individual-level live births data from the Brazilian Live Birth Information System (SINASC), and we estimate the odds ratio (OR) of preterm deliveries using propensity score weighting analysis in Brazil and its regions. During the study period (from 2017 to 2021), about 2.7 million live births were recorded per year, and the missing value for gestational age at delivery was less than 1.5%. The preterm birth prevalence slightly increased during the COVID-19 pandemic compared to the pre-pandemic period (11.32% in 2021 vs 11.09% in 2019, p-value < 0.0001). After adjusting for sociodemographic variables, the OR of preterm births in Brazil has significantly increased, 4% in 2020 (OR: 1.04 [1.03-1.05] 95% CI, p-value < 0.001), and 2% in 2021(OR: 1.02 [1.01-1.03] 95% CI, p-value < 0.001), compared to 2019. At the regional level, the preterm birth pattern in the South, Southeast and Northeast regions show a similar pattern. The highest odds ratio was observed in the South region (2020 vs 2019, OR: 1.07 [1.05-1.10] 95% CI; 2021 vs 2019, OR: 1.03 [1.01-1.06] 95% CI). However, we also observed a significant reduction in the ORs of preterm births in the northern region during the COVID-19 pandemic (2020 vs 2019, OR: 0.96 [0.94-0.98] 95% CI) and (2021 vs 2019, OR: 0.97 [0.95-0.99] 95% CI). Our analysis shows that the pandemic has increased regional variation in the number of preterm births in Brazil in 2020 and 2021 compared to the pre-pandemic years.
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Affiliation(s)
- Charles M'poca Charles
- Department of Obstetrics and Gynecology, University of Campinas, Campinas, SP, Brazil
- Provincial Health Administration, DPS Manica, Chimoio, Mozambique
| | - Luiz Alves Souza Neto
- Institute of Mathematics, Statistics and Scientific Computing (IMEEC), University of Campinas, Campinas, SP, Brazil
- School of Applied Sciences (FCA), University of Campinas, Campinas, SP, Brazil
| | - Camila Ferreira Soares
- College of Philosophy and Human Sciences (IFCH), University of Campinas, Campinas, SP, Brazil
| | - Tacildo Souza Araújo
- Institute of Mathematics, Statistics and Scientific Computing (IMEEC), University of Campinas, Campinas, SP, Brazil
| | - Cristiano Torezzan
- Center for Population Studies (NEPO), University of Campinas, Campinas, SP, Brazil
| | - Everton Emanuel Campos Lima
- College of Philosophy and Human Sciences (IFCH), University of Campinas, Campinas, SP, Brazil
- Center for Population Studies (NEPO), University of Campinas, Campinas, SP, Brazil
| | - Aline Munezero
- Department of Obstetrics and Gynecology, University of Campinas, Campinas, SP, Brazil
| | - Luis Bahamondes
- Department of Obstetrics and Gynecology, University of Campinas, Campinas, SP, Brazil
- Campinas Reproductive Health Research Center (CEMICAMP), Campinas, Brasil
| | - Renato Teixeira Souza
- Department of Obstetrics and Gynecology, University of Campinas, Campinas, SP, Brazil
| | - Maria Laura Costa
- Department of Obstetrics and Gynecology, University of Campinas, Campinas, SP, Brazil
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Seara-Morais GJ, Avelino-Silva TJ, Couto M, Avelino-Silva VI. The pervasive association between political ideology and COVID-19 vaccine uptake in Brazil: an ecologic study. BMC Public Health 2023; 23:1606. [PMID: 37612648 PMCID: PMC10464231 DOI: 10.1186/s12889-023-16409-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 07/27/2023] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND Despite the unequivocal benefits of vaccination, vaccine coverage has been falling in several countries in the past few years. Studies suggest that vaccine hesitancy is an increasingly significant phenomenon affecting adherence to vaccines. More recently, during the COVID-19 pandemic, political views have emerged as an additional influencing factor for vaccine hesitancy. METHODS In this ecologic study, we used information from publicly available databases to investigate the association between political ideology, depicted by the percentage of votes for the right-wing candidate Jair Bolsonaro in the presidential elections of 2018 and 2022, and COVID-19 vaccination in Brazilian municipalities. The primary endpoint was the COVID-19 vaccination index, calculated as the number of COVID-19 vaccine doses administered up to September 2022 divided by the number of inhabitants in each municipality. The analysis was conducted using Pearson correlation coefficients and linear regression models adjusted for HDI, the percentage of male voters, the percentage of voters who were older than 50 years old, and the percentage of voters with a middle school education or less. In addition, we explored whether the effect of the percentage of Bolsonaro voters on the COVID-19 vaccination index was modified in different quartiles of HDI using an interaction term. RESULTS Five thousand five hundred sixty-three Brazilian municipalities were included in the analysis. For both the 2018 and 2022 elections, the percentage of votes for Jair Bolsonaro was significantly and inversely associated with COVID-19 vaccine uptake after adjustment for the sociodemographic characteristics of the voters (change in mean vaccination index in 2018 for each 1% increase in Bolsonaro voters -0.11, 95% confidence interval [CI] -0.13 to -0.08, p < 0.001; change in mean vaccination index in 2022 for each 1% increase in Bolsonaro voters -0.09, 95% CI -0.11 to -0.07, p < 0.001). We also found a statistically significant interaction between the primary predictor of interest and HDI scores, with a more significantly detrimental effect of the right-wing political stance in municipalities in the lower HDI quartiles (interaction p < 0.001 for the first HDI quartile; p = 0.001 for the second HDI quartile). CONCLUSION Our findings suggest that political ideologies have influenced COVID-19 vaccine hesitancy in Brazilian municipalities, affecting communities inequitably. The politicization of vaccines is a new challenge for vaccine programs. Strategies to face these challenges should include joint efforts from governments and civil society for a common public health goal.
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Affiliation(s)
- Gabriel J Seara-Morais
- Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | - Thiago J Avelino-Silva
- Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
- Laboratorio de Investigacao Medica Em Envelhecimento (LIM-66), Servico de Geriatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, SP, Brazil
- Atlantic Fellowship for Equity in Brain Health at the Global Brain Health Institute, University of California, San Francisco, CA, USA
| | - Marcia Couto
- Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, SP, Brazil
| | - Vivian I Avelino-Silva
- Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
- Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, SP, Brazil
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, SP, Brazil
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Di Sarno E, Louzã MR. The burden of caregivers of schizophrenia outpatients during the COVID-19 pandemic: A same-sample comparison with the pre-pandemic burden. Int J Soc Psychiatry 2023; 69:1231-1238. [PMID: 36825654 PMCID: PMC9968889 DOI: 10.1177/00207640231156512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) has affected the vulnerable Brazilian population. In this study, we investigated the burden of COVID-19 on caregivers for patients with schizophrenia. OBJECTIVE This study assessed objective and subjective burden of caregivers for patients with schizophrenia during the COVID-19 pandemic and compared the measurements obtained in the study to that before the pandemic. METHODS The study included 50 caregivers who were assessed using the Sociodemographic Questionnaire, and the Family Burden Interview Schedule, Brazilian version (FBIS-BR). An adaptation of the Clinical Global Impression-Improvement (CGI-I) was made, in which caregivers evaluated their 'clinical' impression about the patient during the COVID-19 pandemic in comparison to pre-pandemic mental status. RESULTS Most caregivers were female, aged between 24 and 80 years, who were in contact with the patient for about 88.56 hours/week. In relation to caregiver burden, there was a significant increase in the total subjective burden (p < .001), but not in the total objective burden. The following subjective domains of the burden showed a significant increase: assistance in daily life (p < .001) and worries about patients' present and future life (p = .033). There was a decrease in the objective burden related to supervision of patients' problematic behaviors (p = .031). Although the caregiver's income did not change significantly during the COVID-19 pandemic, there was an increase in the percentage of caregivers who perceived the frequency of financial burden imposed by the patient as 'very frequent' and 'always or almost always'; conversely there was a significant decrease in the subjective perception of the caregiver that the patient imposed financially 'no burden' or a 'seldom burden' (from 34% to 4%). CONCLUSION Although the objective burden of the caregivers, during the pandemic, was similar the pre-pandemic levels, caregivers' subjective burden increased reinforcing the need for special attention to the caregiver in this global emergency.
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Affiliation(s)
- Elaine Di Sarno
- Schizophrenia Research Program (Projesq), Institute
of Psychiatry, Hospital das Clínicas, Faculdade de Medicina da Universidade de
São Paulo, Brazil
| | - Mario Rodrigues Louzã
- Schizophrenia Research Program (Projesq), Institute
of Psychiatry, Hospital das Clínicas, Faculdade de Medicina da Universidade de
São Paulo, Brazil
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Aragão DP, Junior AGDS, Mondini A, Distante C, Gonçalves LMG. COVID-19 Patterns in Araraquara, Brazil: A Multimodal Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4740. [PMID: 36981646 PMCID: PMC10048455 DOI: 10.3390/ijerph20064740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/03/2023] [Accepted: 03/04/2023] [Indexed: 06/18/2023]
Abstract
The epidemiology of COVID-19 presented major shifts during the pandemic period. Factors such as the most common symptoms and severity of infection, the circulation of different variants, the preparedness of health services, and control efforts based on pharmaceutical and non-pharmaceutical interventions played important roles in the disease incidence. The constant evolution and changes require the continuous mapping and assessing of epidemiological features based on time-series forecasting. Nonetheless, it is necessary to identify the events, patterns, and actions that were potential factors that affected daily COVID-19 cases. In this work, we analyzed several databases, including information on social mobility, epidemiological reports, and mass population testing, to identify patterns of reported cases and events that may indicate changes in COVID-19 behavior in the city of Araraquara, Brazil. In our analysis, we used a mathematical approach with the fast Fourier transform (FFT) to map possible events and machine learning model approaches such as Seasonal Auto-regressive Integrated Moving Average (ARIMA) and neural networks (NNs) for data interpretation and temporal prospecting. Our results showed a root-mean-square error (RMSE) of about 5 (more precisely, a 4.55 error over 71 cases for 20 March 2021 and a 5.57 error over 106 cases for 3 June 2021). These results demonstrated that FFT is a useful tool for supporting the development of the best prevention and control measures for COVID-19.
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Affiliation(s)
- Dunfrey Pires Aragão
- Pós-Graduação em Engenharia Elétrica e de Computação, Universidade Federal do Rio Grande do Norte, Av. Salgado Filho, 3000, Lagoa Nova, Natal 59078-970, Brazil
- Institute of Applied Sciences and Intelligent Systems-CNR, Via Monteroni sn, 73100 Lecce, Italy
| | | | - Adriano Mondini
- Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Rodovia Araraquara-Jaú, Km 1, Campus Ville, Araraquara 14800-903, Brazil
| | - Cosimo Distante
- Institute of Applied Sciences and Intelligent Systems-CNR, Via Monteroni sn, 73100 Lecce, Italy
| | - Luiz Marcos Garcia Gonçalves
- Pós-Graduação em Engenharia Elétrica e de Computação, Universidade Federal do Rio Grande do Norte, Av. Salgado Filho, 3000, Lagoa Nova, Natal 59078-970, Brazil
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Figueiredo ERL, Affonso MVDG, Jacomel RJ, Gomes FDC, Gonçalves NV, Miranda CDSC, da Silva MCF, da Silva-Júnior AF, de Melo-Neto JS. COVID-19 in the Eastern Brazilian Amazon: Incidence, Clinical Management, and Mortality by Social Determinants of Health, Symptomatology, and Comorbidities in the Xingu Health Region. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4639. [PMID: 36901646 PMCID: PMC10002208 DOI: 10.3390/ijerph20054639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/06/2022] [Accepted: 12/10/2022] [Indexed: 06/18/2023]
Abstract
This study aims to investigate the relationship between social determinants of health (SDH), incidence, and mortality to verify which sociodemographic factors, symptoms, and comorbidities predict clinical management; second, this study aims to conduct a survival analysis of individuals with COVID-19 in the Xingu Health Region. Consequently, this study adopted an ecological framework, employing secondary data of COVID-19-positive individuals from the Xingu Health Region, Pará State, Brazil. The data were obtained through the database of the State of Pará Public Health Secretary (SESPA) for the period from March 2020 to March 2021. The incidence and mortality were higher in Vitória do Xingu and Altamira. Municipalities with a higher percentage of citizens with health insurance and higher public health expenditure showed a higher incidence and mortality. A higher gross domestic product was associated with a higher incidence. Females were found to be associated with better clinical management. To live in Altamira was a risk factor for intensive care unit admission. The symptoms and comorbidities that predicted worse clinical management were dyspnea, fever, emesis, chills, diabetes, cardiac and renal diseases, obesity, and neurological diseases. There were higher incidence, mortality, and lower survival rates among the elderly. Thus, it can be concluded that SDH indicators, symptomatology, and comorbidities have implications for the incidence, mortality, and clinical management of COVID-19 in the Xingu Health Region of eastern Amazonia, Brazil.
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Affiliation(s)
| | | | | | - Fabiana de Campos Gomes
- Faculty of Medicine of São José do Rio Preto (FAMERP), São José do Rio Preto 15090-000, Brazil
| | - Nelson Veiga Gonçalves
- Laboratory of Epidemiology and Geoprocessing of Amazon, University of the state of Pará (UEPA), Belem 66050-540, Brazil
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Marques da Rocha MC, Malloy-Diniz LF, Romano-Silva MA, Joaquim RM, Serpa ALDO, Paim Diaz A, de Paula JJ, Costa DS, da Silva AG, Pinto ALDCB, de Miranda DM. Decision-making styles during stressful scenarios: The role of anxiety in COVID-19 pandemic. Front Psychiatry 2023; 14:1105662. [PMID: 37091714 PMCID: PMC10115220 DOI: 10.3389/fpsyt.2023.1105662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 02/23/2023] [Indexed: 04/25/2023] Open
Abstract
Introduction Decision-making is not purely rational but highlighted by the influence of intuitive and emotional processes. Recently, researchers have focused more attention on understanding which environmental and personal features influence decision-making processes, and how. Objective and methods On this study, we investigate whether Trait Anxiety moderates the impact of Post-Traumatic Stress (PTS) symptoms reported during COVID-19 pandemic on decision-making styles. Results The study included 1,358 Brazilian participants (80% women) aged between 20 and 74 (M = 41.11; SD = 11.23) who responded to an online survey between May and August of the year 2021 of COVID-19 pandemic to The State-Trait Anxiety Inventory, The Decisions Styles Scale, The Impact of Event Scale - Revised and questions related to COVID-19. Through moderation analysis, we observed that experiencing PTS is associated with a higher tendency to biased/heuristic decision-making processes. Discussion Trait Anxiety seems to influence how people respond to PTS symptoms on decision-making related processes. Subjects with higher Trait Anxiety reported lower tendency to appeal to rationality, especially under higher reported levels of PTS. Meanwhile, lower Trait Anxiety subjects exhibited more reason-based decision-making under higher rates of PTS. This work contributes to a deeper understanding of the interplay among environmental and individual differences on decision-making styles and helps to identify factors of vulnerability for poorer cognitive functioning on stressful scenarios.
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Affiliation(s)
- Mariana Castro Marques da Rocha
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Post Graduation Department in Molecular Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Leandro Fernandes Malloy-Diniz
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Department of Psychiatry, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Rui Mateus Joaquim
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
| | | | - Alexandre Paim Diaz
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
| | - Jonas Jardim de Paula
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Department of Psychiatry, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Antônio Geraldo da Silva
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Post Graduation Department in Molecular Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - André Luiz de Carvalho Braule Pinto
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Post Graduation Department in Molecular Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Débora Marques de Miranda
- SAMBE - Instituto de Saúde Mental Baseada em Evidências, Rio de Janeiro, Brazil
- Department of Pediatrics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Szwarcwald CL, Boccolini CS, da Silva de Almeida W, Soares Filho AM, Malta DC. COVID-19 mortality in Brazil, 2020-21: consequences of the pandemic inadequate management. Arch Public Health 2022; 80:255. [PMID: 36536434 PMCID: PMC9762984 DOI: 10.1186/s13690-022-01012-z] [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: 05/31/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic brought countless challenges to public health and highlighted the Brazilian health system vulnerabilities in facing the emergency. In this article, we analyze data on COVID-19-related deaths in 2020-21 to show the epidemic consequences in Brazil. METHODS The Mortality Information System and the Live Birth Information System were the primary information sources. We used population estimates in 2020-21 to calculate COVID-19 specific mortality rates by age, sex, and educational level. Considering the total number of COVID-19 deaths in 2020-21, the COVID-19 proportional mortality (%) was estimated for each age group and sex. A graph of the daily number of deaths from January 2020 to December 2021 by sex was elaborated to show the temporal evolution of COVID-19 deaths in Brazil. In addition, four indicators related to COVID-19 mortality were estimated: infant mortality rate (IMR); maternal mortality ratio (MMR); number and rate of orphans due to mother's COVID-19 death; the average number of years lost. RESULTS The overall COVID-19 mortality rate was 14.8 (/10,000). The mortality rates increase with age and show a decreasing gradient with higher schooling. The rate among illiterate people was 38.8/10,000, three times higher than a college education. Male mortality was 31% higher than female mortality. COVID-19 deaths represented 19.1% of all deaths, with the highest proportions in the age group of 40-59 years. The average number of years lost due to COVID-19 was 19 years. The MMR due to COVID-19 was 35.7 per 100,000 live births (LB), representing 37.4% of the overall MMR. Regarding the number of orphans due to COVID-19, we estimated that 40,830 children under 18 lost their mothers during the epidemic, with an orphans' rate of 7.5/10,000 children aged 0-17 years. The IMR was 11.7 per 1000 LB, with 0.2 caused by COVID-19. The peak of COVID-19 deaths occurred in March 2021, reaching almost 4000 COVID-19 deaths per day, higher than the average number of deaths per day from all causes in 2019. CONCLUSIONS The delay in adopting public health measures necessary to control the epidemic has exacerbated the spread of the disease, resulting in several avoidable deaths.
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Affiliation(s)
- Célia Landmann Szwarcwald
- grid.418068.30000 0001 0723 0931Institute of Scientific and Technological Communication and Information in Health, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Cristiano Siqueira Boccolini
- grid.418068.30000 0001 0723 0931Institute of Scientific and Technological Communication and Information in Health, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Wanessa da Silva de Almeida
- grid.418068.30000 0001 0723 0931Institute of Scientific and Technological Communication and Information in Health, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Adauto Martins Soares Filho
- grid.8430.f0000 0001 2181 4888Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil
| | - Deborah Carvalho Malta
- grid.8430.f0000 0001 2181 4888School of Nursing, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil
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Fernandes GADAL, de Almeida Lopes Fernandes IF. Populism and health. An evaluation of the effects of right-wing populism on the COVID-19 pandemic in Brazil. PLoS One 2022; 17:e0269349. [PMID: 36512553 PMCID: PMC9747047 DOI: 10.1371/journal.pone.0269349] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 11/22/2022] [Indexed: 12/15/2022] Open
Abstract
What are the effects of right-wing populism in the struggle against COVID-19? We explore data from Brazil, a country whose populist radical right-wing president was among the prominent denialists regarding the effects of the pandemic. Using cross-sectional and weekly-panel data for 5,570 municipalities during 2020, we present evidence that social distancing was weakened, and the number of cases and deaths were higher in places where the president had received greater electoral support during the 2018 presidential elections. Placebo tests using traditional right-wing vote and data on Severe Acute Respiratory Syndrome (SARS) before the pandemic outbreak indicate that the former does not correlate with health outcomes, and the populist share of the vote does not correlate with the latter. Hence, we find strong indications that right-wing populism relates to a poor response to the disease.
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Faiões VDS, Póvoa HCC, Thurler BA, Chianca GC, Assaf AV, Iorio NLPP. Two years of COVID-19 pandemic: Framework of health interventions in a Brazilian city. Front Public Health 2022; 10:1025410. [PMID: 36388316 PMCID: PMC9650536 DOI: 10.3389/fpubh.2022.1025410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/10/2022] [Indexed: 01/28/2023] Open
Abstract
The COVID-19 pandemic and its effects on public health have urgently demanded effective health policies to avoid the spread of COVID-19. Thus, public administrators have implemented non-pharmacological and pharmacological interventions to mitigate the pandemic's impacts and strengthen health services. The aim of this ecological study is to describe the scenario of COVID-19 pandemic in a Brazilian city, during 2 years. This ecological study was carried out in Nova Friburgo, a Brazilian city, for 105 weeks (two years), from March 29, 2020 (week 1) to April 02, 2022 (week 105). Data on COVID-19 cases and COVID-19 deaths, occupation of COVID-19 exclusive beds in hospitals, community mobility, vaccination, government regulation on the opening of city establishments and city risk assessment were collected from public datasets. Four waves of COVID-19 cases and deaths were observed during this period. The first case occurred in week 1 and first death in week 3 of this study. The highest peaks of cases and deaths were observed during the third wave with 1,131 cases (week 54) and 47 deaths (week 55) and where the highest occupation of COVID-19 exclusive beds in local hospitals occurred. Interventions from more restrictive to more flexible, were implemented throughout this study, including lockdown and gradual return in economic and social strata levels. Vaccination began on week 43 and at the end of this study 89.91% of the total population was vaccinated with at least one dose, being 83.22% fully vaccinated. A deep description of several interventions used to avoid COVID-19 spread in a Brazilian city during 2 years of this pandemic can help promote better decision-making in the future while it exposes the challenges of conducting public health policies in a pandemic scenario.
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Affiliation(s)
- Vanessa dos Santos Faiões
- Postgraduate Program in Dentistry, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil,Department of Basic Science, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil
| | - Helvécio Cardoso Corrêa Póvoa
- Department of Basic Science, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil
| | - Bruna Alves Thurler
- Department of Basic Science, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil
| | - Gabriela Ceccon Chianca
- School of Pharmacy, Universidade Estácio de Sá (UNESA), Nova Friburgo, Rio de Janeiro, Brazil
| | - Andréa Videira Assaf
- Postgraduate Program in Dentistry, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil,Department of Specific Formation, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil
| | - Natalia Lopes Pontes Póvoa Iorio
- Postgraduate Program in Dentistry, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil,Department of Basic Science, Instituto de Saúde de Nova Friburgo, Universidade Federal Fluminense (UFF), Nova Friburgo, Rio de Janeiro, Brazil,*Correspondence: Natalia Lopes Pontes Póvoa Iorio
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Pinheiro JR, dos Reis EC, Farias JP, Fogaça MMC, da Silva PDS, Santana IVR, Rocha ALS, Vidal PO, Simões RDC, Luiz WB, Birbrair A, de Aguiar RS, de Souza RP, Azevedo VADC, Chaves G, Belmok A, Durães-Carvalho R, Melo FL, Ribeiro BM, Amorim JH. Impact of Early Pandemic SARS-CoV-2 Lineages Replacement with the Variant of Concern P.1 (Gamma) in Western Bahia, Brazil. Viruses 2022; 14:v14102314. [PMID: 36298869 PMCID: PMC9611628 DOI: 10.3390/v14102314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/19/2022] [Accepted: 10/21/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The correct understanding of the epidemiological dynamics of COVID-19, caused by the SARS-CoV-2, is essential for formulating public policies of disease containment. METHODS In this study, we constructed a picture of the epidemiological dynamics of COVID-19 in a Brazilian population of almost 17000 patients in 15 months. We specifically studied the fluctuations of COVID-19 cases and deaths due to COVID-19 over time according to host gender, age, viral load, and genetic variants. RESULTS As the main results, we observed that the numbers of COVID-19 cases and deaths due to COVID-19 fluctuated over time and that men were the most affected by deaths, as well as those of 60 or more years old. We also observed that individuals between 30- and 44-years old were the most affected by COVID-19 cases. In addition, the viral loads in the patients' nasopharynx were higher in the early symptomatic period. We found that early pandemic SARS-CoV-2 lineages were replaced by the variant of concern (VOC) P.1 (Gamma) in the second half of the study period, which led to a significant increase in the number of deaths. CONCLUSIONS The results presented in this study are helpful for future formulations of efficient public policies of COVID-19 containment.
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Affiliation(s)
- Josilene R. Pinheiro
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
- Department of Biological Sciences, State University of Santa Cruz, Ilhéus 45662, BA, Brazil
| | - Esther C. dos Reis
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Jéssica P. Farias
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Mayanna M. C. Fogaça
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Patrícia de S. da Silva
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
- Department of Biological Sciences, State University of Santa Cruz, Ilhéus 45662, BA, Brazil
| | - Itana Vivian R. Santana
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Ana Luiza S. Rocha
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Paloma O. Vidal
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Rafael da C. Simões
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
| | - Wilson B. Luiz
- Department of Biological Sciences, State University of Santa Cruz, Ilhéus 45662, BA, Brazil
| | - Alexander Birbrair
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706, USA
- Department of Pathology, Federal University of Minas Gerais, Belo Horizonte 31270, MG, Brazil
- Department of Radiology, Columbia University Medical Center, New York, NY 10032, USA
| | - Renato S. de Aguiar
- Department of Genetics, Ecology and Evolution, Federal University of Minas Gerais, Belo Horizonte 31270, MG, Brazil
- D’Or Institute of Research, Rio de Janeiro 22281, RJ, Brazil
| | - Renan P. de Souza
- Department of Genetics, Ecology and Evolution, Federal University of Minas Gerais, Belo Horizonte 31270, MG, Brazil
| | - Vasco A. de C. Azevedo
- Department of Genetics, Ecology and Evolution, Federal University of Minas Gerais, Belo Horizonte 31270, MG, Brazil
| | - Gepoliano Chaves
- Department of Pediatrics, University of Chicago, Chicago, IL 60637, USA
| | - Aline Belmok
- Laboratory of Baculoviruses, University of Brasilia, Brasilia 70910, DF, Brazil
| | - Ricardo Durães-Carvalho
- Department of Microbiology, Immunology and Parasitology, São Paulo School of Medicine, Federal University of São Paulo (UNIFESP), São Paulo 04023, SP, Brazil
- Post-Graduate Program in Structural and Functional Biology, UNIFESP, São Paulo 04023, SP, Brazil
| | - Fernando L. Melo
- Laboratory of Baculoviruses, University of Brasilia, Brasilia 70910, DF, Brazil
| | - Bergmann M. Ribeiro
- Laboratory of Baculoviruses, University of Brasilia, Brasilia 70910, DF, Brazil
| | - Jaime Henrique Amorim
- Center of Biological Sciences and Health, Federal University of Western Bahia, Barreiras 47805, BA, Brazil
- Department of Biological Sciences, State University of Santa Cruz, Ilhéus 45662, BA, Brazil
- Correspondence: ; Tel.: +5577-3614-3218
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Owusu G, Yu H, Huang H. Temporal dynamics for areal unit-based co-occurrence COVID-19 trajectories. AIMS Public Health 2022; 9:703-717. [PMID: 36636154 PMCID: PMC9807409 DOI: 10.3934/publichealth.2022049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 08/17/2022] [Accepted: 09/01/2022] [Indexed: 12/15/2022] Open
Abstract
The dynamic mechanism of the COVID-19 pandemic has been studied for disease prevention and health protection through areal unit-based log-linear Poisson processes to understand the outbreak of the virus with confirmed daily empirical cases. The predictor of the evolution is structured as a function of a short-term dependence and a long-term trend to identify the pattern of exponential growth in the main epicenters of the virus. The study provides insight into the possible pandemic path of each areal unit and a guide to drive policymaking on preventive measures that can be applied or relaxed to mitigate the spread of the virus. It is significant that knowing the trend of the virus is very helpful for institutions and organizations in terms of instituting resources and measures to help provide a safe working environment and support for all workers/staff/students.
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Affiliation(s)
- Gabriel Owusu
- Department of Applied Statistics and Research Methods, University of Northern Colorado, Greeley, CO 80639, USA
| | - Han Yu
- Department of Applied Statistics and Research Methods, University of Northern Colorado, Greeley, CO 80639, USA,* Correspondence:
| | - Hong Huang
- School of Information, University of South Florida, Tampa, FL, 33620, USA
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de Almeida L, Carelli PV, Cavalcanti NG, do Nascimento JD, Felinto D. Quantifying political influence on COVID-19 fatality in Brazil. PLoS One 2022; 17:e0264293. [PMID: 35820102 PMCID: PMC9275831 DOI: 10.1371/journal.pone.0264293] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 06/28/2022] [Indexed: 12/05/2022] Open
Abstract
The COVID-19 pandemic was severely aggravated in Brazil due to its politicization by the country’s federal government. However, the impact of diffuse political forces on the fatality of an epidemic is notoriously difficult to quantify. Here we introduce a method to measure this effect in the Brazilian case, based on the inhomogeneous distribution throughout the national territory of political support for the federal government. This political support is quantified by the voting rates in the last general election in Brazil. This data is correlated with the fatality rates by COVID-19 in each Brazilian state as the number of deaths grows over time. We show that the correlation between fatality rate and political support grows as the government’s misinformation campaign is developed. This led to the dominance of such political factor for the pandemic impact in Brazil in 2021. Once this dominance is established, this correlation allows for an estimation of the total number of deaths due to political influence as 350±70 thousand up to the end of 2021, corresponding to (57±11)% of the total number of deaths.
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Affiliation(s)
- Leandro de Almeida
- Departamento de Física, Univ. Federal de Pernambuco, Recife, Pernambuco, Brazil
- * E-mail:
| | - Pedro V. Carelli
- Departamento de Física, Univ. Federal de Pernambuco, Recife, Pernambuco, Brazil
| | | | - José-Dias do Nascimento
- Dep. de Física, Univ. Federal do Rio G. do Norte, Natal, Rio Grande do Norte, Brazil
- Harvard-Smithsonian Center for Astrophysics, Cambridge, Massachusetts, United States of America
| | - Daniel Felinto
- Departamento de Física, Univ. Federal de Pernambuco, Recife, Pernambuco, Brazil
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