Modeling of Total Cases due to COVID-19 and its Impact in India

被引：1

作者：

Kulkarni K. ^{[1
]}

Kulkarni A. ^{[2
]}

Shaikh N.S. ^{[3
]}

Sayyed S. ^{[1
]}

机构：

[1] Department of Mechanical Engineering, Maharashtra Institute of Technology, Aurangabad, 431010, Maharashtra

[2] Department of MBA, Maharashtra Institute of Technology, Aurangabad, 431010, Maharashtra

[3] Department of CSIT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, 431004, Maharashtra

来源：

Journal of The Institution of Engineers (India): Series B | 2021年 / 102卷 / 06期

关键词：

Coronavirus; COVID-19; Epidemics; Modeling; Pandemics; Socioeconomic impact;

D O I：

10.1007/s40031-021-00558-w

中图分类号：

学科分类号：

摘要：

This research paper focuses on the modeling of total cases due to COVID-19 and the critical assessment of socioeconomic impact on India. The data set considered for the present analysis is from December 31, 2019 to May 16, 2020 for training and testing of developed regression model. Least-square approximation of linear regression technique is applied to estimate the total cases of COVID-19. Three variables, viz. daily new cases, total deaths and daily new deaths, were considered for development of correlations. In the present study, seven correlations are developed as a function of single variable, two variables and three variables with accuracy (R2) ranging from 85.71 to 99.95%. The paper also highlights the socioeconomic impact of COVID 19 on different sector, challenges and remedies for improving the GDP of the country. © 2021, The Institution of Engineers (India).

引用

页码：1213 / 1224

页数：11

共 50 条

[41] Psychosis in a male due to Coronophobia-, psychological impact of COVID-19 pandemic in India
Tripathi, R.
Prithviraj, M.
EUROPEAN PSYCHIATRY, 2023, 66 : S805 - S805
[42] IMPACT OF COVID-19 ON DIGITAL PAYMENTS IN INDIA
Achutamba, V.
Hymavathi, Ch.
INTERNATIONAL JOURNAL OF EARLY CHILDHOOD SPECIAL EDUCATION, 2022, 14 (03) : 5195 - 5200
[43] Impact of social lockdown due to COVID-19 on environmental and health risk indices in India
Ambika, Selvaraj
Basappa, Umesh
Singh, Ananya
Gonugade, Vijaya
Tholiya, Rajveer
ENVIRONMENTAL RESEARCH, 2021, 196
[44] Impact of COVID-19 on the extractive sector of India
Baijayanti Rout
Bibhuti Bhusan Nayak
Mineral Economics, 2024, 37 : 35 - 43
[45] Predicting the Impact of Covid-19 Pandemic in India
Darapaneni, Narayana
Maram, Suma
Kour, Mandeep
Singh, Harpreet
Nagam, Sathish
Paduri, Anwesh Reddy
2021 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2021, : 946 - 952
[46] Impact of COVID-19 on the extractive sector of India
Rout, Baijayanti
Nayak, Bibhuti Bhusan
MINERAL ECONOMICS, 2024, 37 (01) : 35 - 43
[47] The impact of COVID-19 on tourism sector in India
Jaipuria, Sanjita
Parida, Ratri
Ray, Pritee
TOURISM RECREATION RESEARCH, 2021, 46 (02) : 245 - 260
[48] Impact of COVID-19 on tuberculosis services in India
Singla, R.
Caminero, J. A.
Singla, N.
Mrigpuri, P.
Mohan, A.
INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE, 2020, 24 (06) : 637 - 639
[49] The Impact of COVID-19 on Medical Education in India
Pattanshetti, Vishwanath M.
Pattanshetti, Sheetal V.
JOURNAL OF THE SCIENTIFIC SOCIETY, 2020, 47 (01) : 1 - 2
[50] The Impact of COVID-19 on the Household Economy of India
Paul, Bino
Patnaik, Unmesh
Murari, Kamal Kumar
Sahu, Santosh Kumar
Muralidharan, T.
INDIAN JOURNAL OF LABOUR ECONOMICS, 2021, 64 (04): : 867 - 882

← 1 2 3 4 5 →