Literature DB >> 34337569

Data analytics to evaluate the impact of infectious disease on economy: Case study of COVID-19 pandemic.

Meleik Hyman1, Calvin Mark1, Ahmed Imteaj1, Hamed Ghiaie2, Shabnam Rezapour3, Arif M Sadri4, M Hadi Amini1.   

Abstract

SARS-CoV-2 (COVID-19) is a new strain of coronavirus that is regarded as a respiratory disease and is transmittable among humans. At present, the disease has caused a pandemic, and COVID-19 cases are ballooning out of control. The impact of such turbulent situations can be controlled by tracking the patterns of infected and death cases through accurate prediction and by taking precautions accordingly. We collected worldwide COVID-19 case information and successfully predicted infected victims and possible death cases around the world and in the United States. In addition, we analyzed some leading stock market shares and successfully forecast their trends. We also scrutinized the share market price by proper reasoning and considered the state of affairs of COVID-19, including geographical dispersity. We publicly release our developed dashboard that presents statistical data of COVID-19 cases, shows predicted results, and reveals the impact of COVID-19 on leading companies and different countries' job markets.
© 2021 The Author(s).

Entities:  

Keywords:  COVID-19; coronavirus; dataset; economic impact; machine learning; stock market

Year:  2021        PMID: 34337569      PMCID: PMC8314859          DOI: 10.1016/j.patter.2021.100315

Source DB:  PubMed          Journal:  Patterns (N Y)        ISSN: 2666-3899


  21 in total

1.  If the world fails to protect the economy, COVID-19 will damage health not just now but also in the future.

Authors:  Martin McKee; David Stuckler
Journal:  Nat Med       Date:  2020-05       Impact factor: 53.440

2.  Effective control of SARS-CoV-2 transmission in Wanzhou, China.

Authors:  Qiuling Shi; Yaoyue Hu; Bin Peng; Xiao-Jun Tang; Wei Wang; Kun Su; Chao Luo; Bo Wu; Fan Zhang; Yong Zhang; Benjamin Anderson; Xiao-Ni Zhong; Jing-Fu Qiu; Cheng Yong Yang; Ai-Long Huang
Journal:  Nat Med       Date:  2020-11-30       Impact factor: 53.440

3.  Assessing Short-Term and Long-Term Economic and Environmental Effects of the COVID-19 Crisis in France.

Authors:  Paul Malliet; Frédéric Reynès; Gissela Landa; Meriem Hamdi-Cherif; Aurélien Saussay
Journal:  Environ Resour Econ (Dordr)       Date:  2020-08-04

4.  Antibody response and viraemia during the course of severe acute respiratory syndrome (SARS)-associated coronavirus infection.

Authors:  Weijun Chen; Zuyuan Xu; Jingsong Mu; Ling Yang; Haixue Gan; Feng Mu; Baoxing Fan; Bo He; Shengyong Huang; Bo You; Yongkui Yang; Xiangjun Tang; Ling Qiu; Yan Qiu; Jie Wen; Jianqiu Fang; Jian Wang
Journal:  J Med Microbiol       Date:  2004-05       Impact factor: 2.472

5.  Education and the COVID-19 pandemic.

Authors:  Sir John Daniel
Journal:  Prospects (Paris)       Date:  2020-04-20

Review 6.  Observed and Potential Impacts of the COVID-19 Pandemic on the Environment.

Authors:  Sorin Cheval; Cristian Mihai Adamescu; Teodoro Georgiadis; Mathew Herrnegger; Adrian Piticar; David R Legates
Journal:  Int J Environ Res Public Health       Date:  2020-06-10       Impact factor: 3.390

Review 7.  Inferred duration of infectious period of SARS-CoV-2: rapid scoping review and analysis of available evidence for asymptomatic and symptomatic COVID-19 cases.

Authors:  Andrew William Byrne; David McEvoy; Aine B Collins; Kevin Hunt; Miriam Casey; Ann Barber; Francis Butler; John Griffin; Elizabeth A Lane; Conor McAloon; Kirsty O'Brien; Patrick Wall; Kieran A Walsh; Simon J More
Journal:  BMJ Open       Date:  2020-08-05       Impact factor: 2.692

Review 8.  The socio-economic implications of the coronavirus pandemic (COVID-19): A review.

Authors:  Maria Nicola; Zaid Alsafi; Catrin Sohrabi; Ahmed Kerwan; Ahmed Al-Jabir; Christos Iosifidis; Maliha Agha; Riaz Agha
Journal:  Int J Surg       Date:  2020-04-17       Impact factor: 6.071

9.  COVID-19 and economy.

Authors:  Mrinal Gupta; Ayman Abdelmaksoud; Mohammad Jafferany; Torello Lotti; Roxanna Sadoughifar; Mohamad Goldust
Journal:  Dermatol Ther       Date:  2020-04-08       Impact factor: 3.858

10.  Absence of SARS-CoV-2 viraemia in a blood donor with COVID-19 post-donation.

Authors:  C K Lee; J N S Leung; P Cheng; D C Lung; K K W To; D N C Tsang
Journal:  Transfus Med       Date:  2020-10-04       Impact factor: 2.057

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  4 in total

1.  DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images.

Authors:  Khandaker Mamun Ahmed; Taban Eslami; Fahad Saeed; M Hadi Amini
Journal:  Proceedings (IEEE Int Conf Bioinformatics Biomed)       Date:  2021-12

2.  The sources of the Kuznets relationship between the COVID-19 mortality rate and economic performance.

Authors:  Teik Hua Law; Choy Peng Ng; Alvin Wai Hoong Poi
Journal:  Int J Disaster Risk Reduct       Date:  2022-09-06       Impact factor: 4.842

3.  Slovak parents' mental health and socioeconomic changes during the COVID-19 pandemic.

Authors:  Lenka Vargová; Gabriela Mikulášková; Denisa Fedáková; Martin Lačný; Jaroslava Babjáková; Martina Šlosáriková; Peter Babinčák; Ivan Ropovik; Matúš Adamkovič
Journal:  Front Psychiatry       Date:  2022-08-18       Impact factor: 5.435

Review 4.  A One Health strategy for emerging infectious diseases based on the COVID-19 outbreak.

Authors:  Qin Wu; Qianlin Li; Jiahai Lu
Journal:  J Biosaf Biosecur       Date:  2021-10-28
  4 in total

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