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COVID-19 Vaccination Effect on Stock Market and Death Rate in India

Author

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  • Jyotirmayee Behera

    (SRM Institute of Science and Technology)

  • Ajit Kumar Pasayat

    (Indian Institute of Technology, Kharagpur)

  • Harekrushna Behera

    (SRM Institute of Science and Technology)

Abstract

The COVID-19 epidemic has brought attention to the vulnerability of new illnesses, and immunization remains a viable option for resuming normal life. This paper examines the influence of COVID-19 vaccination on the death rate and the performance of stock market in India. For this study, COVID-19 vaccination and death rate data is gathered from the Ministry of Health and Family Welfare (MoHFW) portal, and the data for the stock index is taken from the Bombay Stock Exchange (BSE), India. In order to achieve a precise representation of feature significance and distribution, EDA (Exploratory Data Analysis) is utilized in this study. The impact of COVID-19 immunization on the mortality rate and stock market index is investigated using both statistical analysis and Machine Learning Regression-based models. The models are remarkably accurate in reproducing actual result. The empirical study suggests that vaccination has a strong positive impact on the stock market and reducing the death rate. Furthermore, the policies recommended by government and monetary authorities coupled with COVID-19 vaccine supported the stock market recovery in pandemic.

Suggested Citation

  • Jyotirmayee Behera & Ajit Kumar Pasayat & Harekrushna Behera, 2022. "COVID-19 Vaccination Effect on Stock Market and Death Rate in India," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 29(4), pages 651-673, December.
    • Handle: RePEc:kap:apfinm:v:29:y:2022:i:4:d:10.1007_s10690-022-09364-w
    DOI: 10.1007/s10690-022-09364-w
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    1. Yu, Xiaoling & Xiao, Kaitian, 2023. "COVID-19 Government restriction policy, COVID-19 vaccination and stock markets: Evidence from a global perspective," Finance Research Letters, Elsevier, vol. 53(C).
    2. Xiangyu Chen & Jittima Tongurai & Pattana Boonchoo, 2024. "Revisiting China’s Commodity Futures Market Amid the Main Waves of COVID-19 Pandemics," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 31(4), pages 1035-1063, December.
    3. Anis Jarboui & Emna Mnif, 2024. "Can Clean Energy Stocks Predict Crude Oil Markets Using Hybrid and Advanced Machine Learning Models?," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 31(4), pages 821-844, December.
    4. Ouhinou Amine & Elhachimi Zineb & Kartobi Eddine, 2023. "Study Of The Behavioural Determinants Of Investment In The Era Of The Covid-19 Pandemic Among Socially Responsible Investors In Morocco," Economic Archive, D. A. Tsenov Academy of Economics, Svishtov, Bulgaria, issue 2 Year 20, pages 31-47.

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