The arrhythmic events and short-term cardiovascular outcomes in patients hospitalized with COVID-19 infection in Taiwan

Objective: The aim of this study is to investigate the arrhythmic events and short-term cardiovascular (CV) outcomes in patients hospitalized with COVID-19 infection in a single Taiwan tertiary center. Method(s): A retrospective study was carried out on 186 confirmed COVID-19 infection patients admitted to our hospital between May, 2021 and September, 2021. We investigate their CV symptoms, vital signs, laboratory examinations, arrhythmic events, and major adverse cardiovascular events (MACE), including ischemic stroke or systemic embolism, myocardial infarction, CV death, and heart failure (HF) during hospitalization. Result(s): During the hospitalization, 29.6% of patients had an elevation of cardiac enzymes, 67.2% had an elevation of d-dimer level, and 7.5% had abnormal NT-pro BNP level. The most common recorded arrhythmia is sinus tachycardia (22%), followed by atrial arrhythmia (12.4%, including atrial fibrillation 7.0%), sinus bradycardia (3.2%), ventricular arrhythmia (1.6%), and paroxysmal supraventricular tachycardia (1.1%). A total of 68 patients (36.6%) had arrhythmic events during hospitalization. During the mean follow-up of 2.8 months, 17 patients (9.1%) developed MACE, including 6 ischemic strokes, one pulmonary embolism, one peripheral artery occlusive disease, 3 HF, and 7 CV death. The total mortality rate is 19.9%. The hospitalized patients with arrhythmic events were associated with a higher incidence of intubation (32% vs 15%, p = 0.0062), MACE (22% vs 2%, p < 0.001), and mortality (37% vs 10%, p < 0.001) than those without arrhythmic events. Conclusion(s): The patients hospitalized with COVID-19 infection were associated with higher CV manifestations and arrhythmic events in Taiwan. Those patients with arrhythmic events were associated with higher morbidity and mortality.

How can an economic scenario generation model cope with abrupt changes in financial markets?

Purpose - It is quite possible that financial institutions including life insurance companies would encounter turbulent situations such as the COVID-19 pandemic before policies mature. Constructing models that can generate scenarios for major assets to cover abrupt changes in financial markets is thus essential for the financial institution's risk management. Design/methodology/approach - The key issues in such modeling include how to manage the large number of risk factors involved, how to model the dynamics of chosen or derived factors and how to incorporate relations among these factors. The authors propose the orthogonal ARMA-GARCH (autoregressive movingaverage-generalized autoregressive conditional heteroskedasticity) approach to tackle these issues. The constructed economic scenario generation (ESG) models pass the backtests covering the period from the beginning of 2018 to the end of May 2020, which includes the turbulent situations caused by COVID-19. Findings - The backtesting covering the turbulent period of COVID-19, along with fan charts and comparisons on simulated and historical statistics, validates our approach. Originality/value - This paper is the first one that attempts to generate complex long-term economic scenarios for a large-scale portfolio from its large dimensional covariance matrix estimated by the orthogonal ARMA-GARCH model.

COVID-19 Pandemic Is Associated with an Adverse Impact on Burnout and Mood Disorder in Healthcare Professionals

The coronavirus disease 2019 (COVID-19) pandemic results in a profound physical and mental burden on healthcare professionals. This study aims to evaluate burnout status and mood disorder of healthcare workers during this period. An online questionnaire was voluntarily answered by eligible adult employees in a COVID-19 specialized medical center. The major analysis included the burnout status and mood disorder. Factors related to more severe mood disorder were also identified. A total of 2029 participants completed the questionnaire. There were 901 (44.4%) and 923 (45.5%) participants with moderate to severe personal and work-related burnout status, respectively. Nurses working in the emergency room (ER), intensive care unit (ICU)/isolation wards, and general wards, as well as those with patient contact, had significantly higher scores for personal burnout, work-related burnout, and mood disorder. This investigation identified 271 participants (13.35%) with moderate to severe mood disorder linked to higher personal/work-related burnout scores and a more advanced burnout status. Univariate analysis revealed that nurses working in the ER and ICU/isolation wards were associated with moderate to severe mood disorder risk factors. Multivariate analysis demonstrated that working in the ER (OR, 2.81;95% CI, 1.14-6.90) was the only independent risk factor. More rest, perquisites, and an adequate supply of personal protection equipment were the most desired assistance from the hospital. Compared with the non-pandemic period (2019), employees working during the COVID-19 pandemic (2020) have higher burnout scores and percentages of severe burnout. In conclusion, this study suggests that the COVID-19 pandemic has had an adverse impact on healthcare professionals. Adequate measures should be adopted as early as possible to support the healthcare system.