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Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care

During the COVID-19 pandemic many researches have been done about the use of predictive analytic systems (PA) to take administrative decisions based on meaningful information and to help in limiting the spread of the virus and to manage hospitals resources to be able to treat the huge number of pati...

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Main Authors: Mohamed Mahmoud, Fatimetou Zahra, Mohamadali, Noor Azizah
Format: Article
Language:English
Published: International Journal of Science and Research (IJSR) 2021
Subjects:
T Technology (General)
T10.5 Communication of technical information
Online Access:http://irep.iium.edu.my/90048/1/90048_Usage%20of%20Predictive%20Analytics%20during%20COVID-19%20Pandemic.pdf
http://irep.iium.edu.my/90048/
https://www.ijsr.net/get_abstract.php?paper_id=SR21111151424
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spelling my.iium.irep.900482021-05-31T01:17:16Z http://irep.iium.edu.my/90048/ Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care Mohamed Mahmoud, Fatimetou Zahra Mohamadali, Noor Azizah T Technology (General) T10.5 Communication of technical information During the COVID-19 pandemic many researches have been done about the use of predictive analytic systems (PA) to take administrative decisions based on meaningful information and to help in limiting the spread of the virus and to manage hospitals resources to be able to treat the huge number of patients who increase rapidly every day. Research has shown that the usage of PA during COVID-19 pandemic has help in predicting some key indicators for decision making such as the beds allocation, residence time, rate of renewal, maximum daily rate of change. And, it helped the health care provider or hospital management to understand the short-term future demand for the healthcare equipment demand like medicine, ICU, ventilator, and also can get a clear understanding of managing the number of nurses and doctors. The usage of PA during covid-19 pandemic has proved its benefits that it can be widely used in healthcare due to its ability to support the decision making and its usage is not restricted to medical use and decision making. International Journal of Science and Research (IJSR) 2021-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/90048/1/90048_Usage%20of%20Predictive%20Analytics%20during%20COVID-19%20Pandemic.pdf Mohamed Mahmoud, Fatimetou Zahra and Mohamadali, Noor Azizah (2021) Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care. International Journal of Science and Research (IJSR), 10 (1). pp. 889-896. ISSN 2319-7064 https://www.ijsr.net/get_abstract.php?paper_id=SR21111151424 10.21275/SR21111151424
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
T10.5 Communication of technical information
spellingShingle T Technology (General)
T10.5 Communication of technical information
Mohamed Mahmoud, Fatimetou Zahra
Mohamadali, Noor Azizah
Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
description During the COVID-19 pandemic many researches have been done about the use of predictive analytic systems (PA) to take administrative decisions based on meaningful information and to help in limiting the spread of the virus and to manage hospitals resources to be able to treat the huge number of patients who increase rapidly every day. Research has shown that the usage of PA during COVID-19 pandemic has help in predicting some key indicators for decision making such as the beds allocation, residence time, rate of renewal, maximum daily rate of change. And, it helped the health care provider or hospital management to understand the short-term future demand for the healthcare equipment demand like medicine, ICU, ventilator, and also can get a clear understanding of managing the number of nurses and doctors. The usage of PA during covid-19 pandemic has proved its benefits that it can be widely used in healthcare due to its ability to support the decision making and its usage is not restricted to medical use and decision making.
format Article
author Mohamed Mahmoud, Fatimetou Zahra
Mohamadali, Noor Azizah
author_facet Mohamed Mahmoud, Fatimetou Zahra
Mohamadali, Noor Azizah
author_sort Mohamed Mahmoud, Fatimetou Zahra
title Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
title_short Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
title_full Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
title_fullStr Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
title_full_unstemmed Usage of Predictive Analytics during COVID-19 Pandemic to Support Administrative Decision Making in Health Care
title_sort usage of predictive analytics during covid-19 pandemic to support administrative decision making in health care
publisher International Journal of Science and Research (IJSR)
publishDate 2021
url http://irep.iium.edu.my/90048/1/90048_Usage%20of%20Predictive%20Analytics%20during%20COVID-19%20Pandemic.pdf
http://irep.iium.edu.my/90048/
https://www.ijsr.net/get_abstract.php?paper_id=SR21111151424
_version_ 1702169455719612416
score 13.211869

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