Prior fluid and electrolyte imbalance is associated with COVID-19 mortality.

Background: The COVID-19 pandemic represents a major public health threat. Risk of death from the infection is associated with age and pre-existing comorbidities such as diabetes, dementia, cancer, and impairment of immunological, hepatic or renal function. It remains incompletely understood why some patients survive the disease, while others do not. As such, we sought to identify novel prognostic factors for COVID-19 mortality. Methods: We performed an unbiased, observational retrospective analysis of real world data. Our multivariable and univariable analyses make use of U.S. electronic health records from 122,250 COVID-19 patients in the early stages of the pandemic. Results: Here we show that a priori diagnoses of fluid, pH and electrolyte imbalance during the year preceding the infection are associated with an increased risk of death independently of age and prior renal comorbidities. Conclusions: We propose that future interventional studies should investigate whether the risk of death can be alleviated by diligent and personalized management of the fluid and electrolyte balance of at-risk individuals during and before COVID-19.

Use of digital teaching resources and predictors of medical student performance during the pandemic: A prospective study.

BACKGROUND: The coronavirus pandemic has led to increased use of digital teaching formats in medical education. A number of studies have assessed student satisfaction with these resources. However, there is a lack of studies investigating changes in student performance following the switch from contact to virtual teaching. Specifically, there are no studies linking student use of digital resources to learning outcome and examining predictors of failure. METHODS: Student performance before (winter term 2019/20: contact teaching) and during (summer term 2020: no contact teaching) the pandemic was compared prospectively in a cohort of 162 medical students enrolled in the clinical phase of a five-year undergraduate curriculum. Use of and performance in various digital resources (case-based teaching in a modified flipped classroom approach; formative key feature examinations of clinical reasoning; daily multiple choice quizzes) was recorded in summer 2020. Student scores in summative examinations were compared to examination scores in the previous term. Associations between student characteristics, resource use and summative examination results were used to identify predictors of performance. RESULTS: Not all students made complete use of the digital learning resources provided. Timely completion of tasks was associated with superior performance compared to delayed completion. Female students scored significantly fewer points in formative key feature examinations and digital quizzes. Overall, higher rankings within the student cohort (according to summative exams) in winter term 2019/20 as well as male gender predicted summative exam performance in summer 2020. Scores achieved in the first formative key feature examination predicted summative end-of-module exam scores. CONCLUSIONS: The association between timely completion of tasks as well as early performance in a module and summative exams might help to identify students at risk and offering help early on. The unexpected gender difference requires further study to determine whether the shift to a digital-only curriculum disadvantages female students.

Restructuring the clinical curriculum at University Medical Center Göttingen: effects of distance teaching on students' satisfaction and learning outcome.

Introduction: In summer term 2020, the clinical phase of the undergraduate medical curriculum at University Medical Center Göttingen was restructured since distance teaching had to be used predominantly due to contact restrictions during the COVID-19 pandemic. This paper investigates the impact of restructuring the clinical curriculum on medical students' satisfaction and learning outcomes. Methods: In each cohort, the 13-week curriculum was divided into two parts: During the first 9 weeks, factual knowledge was imparted using distance teaching by means of a modified inverted classroom approach. This was followed by a 4-week period of adapted classroom teaching involving both real and virtual patients in order to train students' practical skills. The evaluation of the 21 clinical modules comprised students' satisfaction with distance teaching as well as students' learning outcome. The latter was assessed by means of comparative self-assessment (CSA) gain and the results of the module exams, respectively. Data of summer term 2020 (= distance teaching, DT) were compared with respective data of winter term 2019/20 (= classroom teaching, CT) and analysed for differences and correlations. Results: Response rates of evaluations were 51.3% in CT and 19.3% in DT. There was no significant difference between mean scores in module exams in CT and DT, respectively. However, CSA gain was significantly lower in DT (p=0.047) compared with CT. Further analyses revealed that CSA gain depended on the time point of data collection: CSA gain was lower the more time had passed since the end of a specific module. Moreover, we found positive correlations between CSA gain and students' satisfaction with various aspects of distance teaching, particularly with "communication between teachers and students" (rho=0.674; p=0.002). Discussion and conclusions: Although some limitations and confounding factors have to be taken into account (such as evaluation response rates, assessment time points, and proportion of familiar items in module exams), the following recommendations can be derived from our findings: A valid assessment of students' learning outcome by means of exam results requires that as few exam items as possible are familiar to the students. CSA gain seems to be valid if assessment time points are standardised and not contaminated by students' learning activities for other modules. Good communication between teachers and students may contribute to increase students' satisfaction with distance teaching.