Impact analysis of COVID-19 news headlines on global economy

News articles have a strong effect on the readers’ sentiments, which in turn affects stock markets and the way economies of various countries perform. This chapter’s main idea is based on the efficient market hypothesis that highlights the conjunction of news and information with market performance. The work presented in this chapter analyzes the impact of news headlines on markets and how they affect the global economy during the unprecedented COVID-19 pandemic. This chapter proposes to use the lexicon method to calculate the sentiment values of the news headlines. Based on these values, stock index values are predicted using machine learning algorithms. The chapter predicts the effect of Indian news headlines on the Nifty index. This can then be extrapolated to global economies as well. © 2022 Elsevier Inc. All rights reserved.

Physician Health in the Times of COVID-19.

BACKGROUND AND OBJECTIVES: A virtual registry study evaluating real world evidence on physicians' use of prophylactic regimens for protection against SARS-CoV-2. This paper summarizes the interim results. METHODS: Asymptomatic physicians at risk of acquiring SARS-CoV-2 responded to online questions at baseline and 7 weeks post-baseline. Baseline data included demographics, prophylaxis regimen (including "no prophylaxis") and start date. Participants who provided complete week-7 data (information on type of health facility [COVID/Non-COVID], number of presumed/confirmed cases exposed to, PPE use, SARS-CoV-2 testing and symptoms, regimen adherence and intercurrent illness) comprised the Completer population. Limited data (regimen adherence, SARS-CoV-2 testing) was collected for participants who failed to provide complete week7 data. Those providing limited/complete information comprised the Evaluable population. RESULTS: Of 369 enrolled participants, 182 (mean age 42±11.05 years) comprised the Evaluable population. They showed a male preponderance (67.6%). Practitioners from Maharashtra (59.9%) and specialties of Pediatrics, Internal Medicine, Anesthesiology and Critical Care (63.2%) accounted for the majority. ICMR's HCQ prophylaxis regimen was initiated by 125 (68.7%) participants with 31 (17%) initiating 'No prophylaxis'. The highest adherence was for the ICMRregimen (87.2%). In the Completer population comprising 150 participants, 87 were exposed to presumed (81) and/or confirmed cases (60). Most exposures to confirmed cases (49, 81.7%) were high-risk. PPE use was generally high (75-100%). Most participants (94.7%) did not report an AE. The proportions with an AE was similar with ICMR regimen (5.9%) and no prophylaxis (6.5%). INTERPRETATION AND CONCLUSIONS: Physicians in India preferred ICMR's HCQ regimen. The regimen appears to be safe and associated with a high level of adherence.