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Incorporating environmental-social-governance (ESG) into a company's operations is an innovation strategy for contemporary businesses and a countermeasure for airline companies under COVID-19's influence. This research employs an autoregressive jump intensity trend (ARJI-trend) model to analyze the effects of COVID-19 and ESG ratings on the stock performance of the U.S. airline industry. We find that the ARJI-trend model captures the short- and long-run impacts of COVID-19 and ESG on stock return dynamics. Moreover, short-run stock return volatility converges to the original equilibrium level faster when a company has a higher ESG score, implying that promoting ESG does offer a defense mechanism to airline companies and that ESG performance is suitable for integration into business operational goals. The results lay the groundwork for understanding how an ESG focus might help airline companies to suffer less of an economic/financial impact during crises such as the COVID-19 pandemic.
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http://dx.doi.org/10.1016/j.jairtraman.2022.102229 | DOI Listing |
Nat Commun
September 2025
Group for Sustainability and Technology, ETH Zurich, 8092, Zurich, Switzerland.
Carbon credits feature prominently in corporate climate strategies and have sparked public debate about their potential to delay companies' internal decarbonisation. While industry reports claim that credit purchasers decarbonise faster, rigorous evidence is missing. Here, we provide an in-depth analysis of 89 multinational companies' historical emission reductions and climate target ambitions.
View Article and Find Full Text PDFCureus
June 2025
Emergency Medicine, Mayo University Hospital, Castlebar, IRL.
Emergency departments (EDs) worldwide face increasing pressure to optimize triage processes amidst rising patient volumes and resource constraints. Artificial intelligence (AI) has emerged as a potential solution to enhance triage accuracy and efficiency, yet its real-world clinical impact remains inadequately characterized. We conducted a systematic review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines, searching PubMed/Medical Literature Analysis and Retrieval System Online (MEDLINE), Excerpta Medica Database (Embase), Web of Science, and Institute of Electrical and Electronics Engineers (IEEE) Xplore (2020-2025) for studies evaluating AI-based ED triage systems.
View Article and Find Full Text PDFSci Rep
July 2025
Travelsky Mobile Technology Limited, Beijing, 100087, China.
The long-chain effects of eruptive solar activities on Earth's magnetosphere, ionosphere, and the mid-to-lower atmospheric circulation are an important theoretical research topic in the fields of space weather and atmospheric science. Understanding the impact of space weather on aviation holds substantial economic value. It is well-known that flight times for polar routes may increase during solar proton events (SPEs) due to the necessity of avoiding high-energy particles.
View Article and Find Full Text PDFPLoS One
May 2025
School of Electronic information and automation, Civil Aviation University of China, Tianjin, China.
To address the problem that vertical wind data can provide information only on turbulence fluctuations in the vertical direction, meaning that the consideration of insufficiently compre-hensive turbulence information leads to low accuracy in eddy dissipation rate(EDR) estimation based on vertical wind (VWE), the paper proposes a flight route EDR estimation using MHE to fuse three-dimensional wind information in the Quick Access Recorder(QAR) data analysis. Quality control is performed on QAR data to eliminate irrelevant features for computing vertical wind and the two horizontal wind components. The corresponding formulas are then applied to obtain three-dimensional wind data information.
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