关键词： COVID-19   Parks and greenspaces   Park management   Big data   Post -pandemic implications   ACCESS   HEALTH  

摘要： The COVID-19 pandemic has had detrimental effects on both the physical and psychological well-being of individuals. Throughout the pandemic and in response to various policies, such as lockdowns, movement restrictions and social distancing measures, parks and greenspaces received renewed attention as people used them to help cope with the adverse effects of the pandemic. This study explored the factors influencing park and greenspace visitation at different stages of the pandemic in 2020, 2021, and 2022, from both global and regional perspectives. Data were collected primarily from Our World in Data, Google's Community Mobility Reports and the Oxford Coronavirus Government Response Tracker, and a total of 125,422 park visits were processed. Stayat-home mandates, vaccination availability, and school closures were the most influential factors globally affecting park and greenspace visitation in 2020, 2021, and 2022, respectively. Post-2021, vaccination-related policies began to play a significantly positive role in the increase in park and greenspace visits. Following a global analysis, countries were categorized into five clusters based on social, economic, and cultural indices. The analysis revealed varying patterns of factors influencing park visitation across these clusters. Notably, income support policies were positively correlated with higher park visitation, particularly in low-income countries. Recognizing the significance of parks and green spaces as essential green infrastructure, this study suggests how the use of parks might have better coped with the COVID-19 pandemic and how future health crises might be addressed. At the same time, it considers different social, economic, and cultural contexts. Additionally, this work provides insights and suggestions as to how parks and greenspaces might be used to reduce the social inequalities exacerbated during the pandemic, especially in low-income developing countries.

关键词： Multi/period- multi-phasic   Age-structured epidemics   Vaccination   Social distancing   Stable age distributions   COVID-19   DYNAMICS   TRANSMISSION   PERIODS  

摘要： The overall course of the COVID-19 pandemic in Western countries has been characterized by complex sequences of phases. In the period before the arrival of vaccines, these phases were mainly due to the alternation between the strengthening/lifting of social distancing measures, with the aim to balance the protection of health and that of the society as a whole. After the arrival of vaccines, this multi-phasic character was further emphasized by the complicated deployment of vaccination campaigns and the onset of virus' variants. To cope with this multi-phasic character, we propose a theoretical approach to the modeling of overall pandemic courses, that we term multi-period/multi-phasic , based on a specific definition of phase. This allows a unified and parsimonious representation of complex epidemic courses even when vaccination and virus' variants are considered, through sequences of weak ergodic renewal equations that become fully ergodic when appropriate conditions are met. Specific hypotheses on epidemiological and intervention parameters allow reduction to simple models. The framework suggest a simple, theory driven, approach to data explanation that allows an accurate reproduction of the overall course of the COVID-19 epidemic in Italy since its beginning (February 2020) up to omicron onset, confirming the validity of the concept.

关键词： Force balance   Evaporation   Terminal velocity   Drop deformation   COVID   BUBBLE RISE   DEFORMATION   BREAKUP   IMPACT   MODEL   SHAPE  

摘要： Airborne droplets containing viruses from infected persons can present long range disease transmission risks. In this study, we examine the trajectory of an airborne droplet based on a point force model. The interplay between gravity, drag, inertia and deformation are factored in, for drop sizes ranging from micrometer to millimeter size. In particular, we propose an expression for the drag force which enables analytical solutions for cases of practical interest, such as the transient velocity behavior and spreading distances. This allows us to obtain physical insights which are not obvious from direct numerical simulations. Effects such as droplet deformation, breakup and evaporation are also considered. Our analytical solutions compare favorably with numerical and experimental data. The evaporation rate was determined experimentally with a levitating device and some experimental drop velocity versus time data were obtained with falling millimeter sized droplets.

关键词： Freshwater   Plastic flux   Top-down model   Microplastic diversity integrated index   Point of interest   POLLUTION   WASTE   FATE   SEA  

摘要： The impact of the Coronavirus Disease 2019 (COVID-19) pandemic on microplastic (MP) occurrence in aquatic environments deserves an in-depth study. In this study, the occurrence of MPs and environmental flux of plastics before (2019) and during (2020 and 2021) the pandemic were comparatively investigated in various aquatic compartments in the Taihu Lake Basin in China. The field-based investigations from 2019 to 2021 for Taihu Lake have shown that, at the onset of the outbreak, the MP abundance declined at a rate of 62.3 %, but gradually recovered to the pre-pandemic level. However, the amount of plastics being released into aquatic environments showed a declining trend in 2020 and 2021 compared to those in 2019, with decrease rates of 13.7% and 15.8 %, respectively. Characterization analysis of MP particles and source apportionment framework implied that while the contributions of tire abrasion and domestic waste to MP occurrence were depleted owing to the reduction in human activity during the pandemic, weathering and fragmentation of retained plastics contributed to the recovery of stored MPs. This study provides insights into the anthropogenic influences on MP occurrence, and supports policymakers in managing and controlling plastic contamination in large freshwater systems in the "new normal" phase.

关键词： Patient reported outcomes   Adverse events following immunization (AEFI)   COVID-19 vaccines   Vaccination   Health-related quality of life   Nigeria   QUALITY-OF-LIFE   DRUG-REACTIONS   HEALTH-CARE   SF-36   PRO  

摘要： Background: Adverse events following immunization (AEFIs), especially if serious, may impact vaccine recipients' quality of life and financial well-being and fuel vaccine hesitancy. Nigeria rolled out COVID-19 vaccination in 2021 with little known about the impact of AEFIs on an individual's quality of life. No study in Africa has explored the health and financial impact of AEFIs. We explored patient-reported outcomes (PROs) of adverse events after COVID-19 vaccination and documented the lived experiences of those with serious AEFIs to understand the effect on their health, financial well-being, and attitude to future vaccinations.
Methods: We conducted a convergent mixed-methods study using the RAND 36-item health survey and in-depth interviews to collect PROs on vaccine recipients in Nigeria. Eight health scale scores and two summary composite scores were used to measure the health-related quality of life outcomes from the survey and inductive analysis was used to identify themes from the interview scripts. The results of both studies were integrated in a joint display to highlight areas of concordance.
Results: In total, 785 survey responses were analyzed (53% females, 68% aged 18-30 years). Responders reporting an AEFI were 58%, of whom 62% received the first dose only. Younger age and first vaccine dose (p < .001 respectively) were associated with experiencing an AEFI. Not reporting an AEFI was associated with better quality of life, measured as higher scores on all eight SF-36 Health scales and the physical and mental component summary scores. All six interviewees with serious AEFIs experienced physical, mental, and financial distress. Some expressed a strong negative attitude toward future COVID-19 vaccinations but not toward vaccines for routine immunization. Conclusion: AEFIs negatively impact the health and financial well-being of affected individuals and their attitude to future vaccinations, especially if serious. Understanding the impact of

关键词： SARS-CoV-2   Influenza vaccination   Machine learning   Immune status  

摘要： Viral infections significantly impact the immune system, and impact will persist until recovery. However, the influence of severe acute respiratory syndrome coronavirus 2 infection on the homeostatic immune status and secondary immune response in recovered patients remains unclear. To investigate these persistent alterations, we employed five feature-ranking algorithms (LASSO, MCFS, RF, CATBoost, and XGBoost), incremental feature selection, synthetic minority oversampling technique and two classification algorithms (decision tree and knearest neighbors) to analyze multi-omics data (surface proteins and transcriptome) from coronavirus disease 2019 (COVID-19) recovered patients and healthy controls post-influenza vaccination. The single-cell multi-omics dataset was divided into five subsets corresponding to five immune cell subtypes: B cells, CD4+ T cells, CD8+ T cells, Monocytes, and Natural Killer cells. Each cell was represented by 28,402 scRNA-seq (RNA) features, 3 Hash Tag Oligo (HTO) features, 138 Cellular indexing of transcriptomes and epitopes by sequencing (CITE) features and 23,569 Single Cell Transform (SCT) features. Some multi-omics markers were identified and effective classifiers were constructed. Our findings indicate a distinct immune status in COVID-19 recovered patients, characterized by low expression of ribosomal protein (RPS26) and high expression of immune cell surface proteins (CD33, CD48). Notably, TMEM176B, a membrane protein, was highly expressed in monocytes of COVID19 convalescent patients. These observations aid in discerning molecular differences among immune cell subtypes and contribute to understanding the prolonged effects of COVID-19 on the immune system, which is valuable for treating infectious diseases like COVID-19.

关键词： Pertussis   IgG   IgA   HCW   China   ADOLESCENTS   DIPHTHERIA   TETANUS   DISEASE   NEED   AGE  

摘要： Background: The reported number of pertussis cases declined after the implementation of COVID-19 prevention and control measures, however, the burden of pertussis among adults in China remains largely unknown. Additionally, the waning of natural antibody level has also rarely been assessed. Methods: A total of 762 healthcare workers (HCWs) who had underwent the health examinations in 2021 and 2022 were included. Serum anti-PT IgG and IgA levels were determined by ELISA. Recent B. pertussis infection was defined as anti-PT IgG >= 100 IU/ml and/or anti-PT IgA >= 10 IU/ml. Results: In 2021, the seroprevalence of recent B. pertussis infection was 10.1 %, and those HCWs in outpatient department had a higher percentage (18.6 %), and geometric mean concentration (GMC) (6.3 IU/ml) than those in other departments. This seroprevalence decreased to 2.4 % in 2022, although the difference remained significant. In the 77 subjects with recent B. pertussis infection in 2021, anti-PT IgG was undetectable in 18 cases the following year. Majority (68/76) of the subjects with anti-PT IgA >= 10 IU/ml in 2021 no longer had detected this antibody in 2022. Among 95 pertussis cases, approximately 60.0 % of cases reported no history of cough. Among those with a documented cough history, 36 cases with suspected pertussis courses who had never been diagnosed. Prolonged cough with nocturnal exacerbation (29/38) was the most commonly reported clinical symptom, and whoop was confirmed in six cases. Uroclepsia and syncopes during the cough attacks were reported by three and one subjects, respectively. One case presented with subconjunctival hemorrhage and tensionic purpura during the course. Conclusions: The results suggested a high prevalence of B. pertussis infection among HCWs. The presence of unrecognized adult pertussis cases and the rapid waning of antibody indicate the need to improve clinical management for suspected pertussis in adults, and to updated immunization schedule after childhood

关键词： COVID-19   SARS-CoV-2   Vaccination   Randomized controlled trial   Adults  

摘要： Background: The introduction of vaccines during the COVID-19 pandemic provided an opportunity to slow transmission of SARS-CoV-2, but initial uptake of COVID-19 vaccination was slow. We analyzed data from a randomized clinical trial of the mRNA-1273 vaccine (NCT04811664) to describe the patterns of uptake of COVID-19 vaccines among young adults. Methods: The CoVPN 3006 trial randomized adults ages 18-29 from 44 sites in the United States to receive 1) immediate mRNA-1273 vaccination from the study site, or 2) standard of care, including the option to seek vaccination at any time in the future. Randomization occurred between March and November 2021, and an observational arm of adults who declined vaccination was enrolled beginning June 2021. Among participants in the standard of care (SoC) or Vaccine Declined arms, we estimated demographic, behavioral, and health history correlates of vaccination, and the four-month cumulative incidence of COVID-19 vaccination using inverse probability weighted Kaplan-Meier estimators. Results: Among 728 SoC and 470 Vaccine Declined participants, 79% and 16% received COVID-19 vaccination, respectively. SoC and Vaccine Declined participants were more likely to seek and receive vaccination if they reported COVID-19 preventive behaviors, including wearing masks, physically distancing, and avoiding large gatherings. We identified strong predictors of vaccination in the Vaccine Declined arm, including attending class in person (adjusted risk ratio [aRR]: 0.47, 95% confidence interval [CI] 0.21, 1.03), having a COVID-19 relevant medical condition (aRR: 1.95, 95% CI: 0.89, 4.26), and avoiding large gatherings (aRR: 2.24, 95% CI: 1.18, 4.25), though low vaccination rates in this arm led to imprecise estimates. Conclusions: Individuals who initially decline vaccination can be convinced to vaccinate, particularly if they are already practicing other forms of COVID-19 prevention. Continued outreach and education from the scientific community ca

关键词： European integration   EU   politicisation   media   text analysis   PERMISSIVE CONSENSUS   POLITICIZING EUROPE   INTEGRATION   ARENA  

摘要： European integration is at risk of becoming stuck in a 'politics' trap: Diverging national EU politicisation inhibits joint agreements which fuels public debates further. What can break this vicious circle? We argue that large and symmetrical exogenous shocks may reduce the divergence of national public EU debates to then study how the COVID-19 and Ukraine crises have altered mediatised EU portrayals across 753,435 articles from 228 major online news sites in the 27 EU member states during the 2018-2023 period. We find that the Covid and especially the Ukraine shock led to higher convergence in the public salience of the EU and the issue areas associated with this while partially also muting domestic party presence. However, we note that these effects appear short-lived. Large exogenous shocks thus do not lift the politicisation constraints on European integration permanently but offer at least windows of opportunity that may facilitate intergovernmental compromise.