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New Measures of the COVID-19 Pandemic - A New Time-Series Dataset

Author

Listed:
  • Paresh Kumar Narayan
  • Bernard Njindan Iyke
  • Susan Sunila Sharma

    (Monash University, Deakin University)

Abstract

The multitude of papers exploring the effects of the COVID-19 pandemic over the last 12 months has motivated us to develop new, alternative measures of COVID-19. One limitation of current research has been the lack of robustness in quantifying the effects of the pandemic. We use a novel approach, word searches from popular newspaper articles, to capture key variants of proxies for the pandemic. We thus construct six different indices relating to the COVID-19 pandemic, including a COVID index, a medical index, a vaccine index, a travel index, an uncertainty index, and an aggregate COVID-19 sentiment index.

Suggested Citation

  • Paresh Kumar Narayan & Bernard Njindan Iyke & Susan Sunila Sharma, 2021. "New Measures of the COVID-19 Pandemic - A New Time-Series Dataset," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 2(2), pages 1-13.
    • Handle: RePEc:ayb:jrnael:35
    DOI: 2021/10/06
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    References listed on IDEAS

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    1. Conghui Chen & Lanlan Liu & Ningru Zhao, 2020. "Fear Sentiment, Uncertainty, and Bitcoin Price Dynamics: The Case of COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2298-2309, August.
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    Cited by:

    1. Solikin M. Juhro & Paresh K. Narayan, 2025. "Editorial," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 28(Spesial I), pages 1-1, February.
    2. Semei Coronado & Jose N. Martinez & Victor Gualajara & Rafael Romero-Meza & Omar Rojas, 2023. "Time-Varying Granger Causality of COVID-19 News on Emerging Financial Markets: The Latin American Case," Mathematics, MDPI, vol. 11(2), pages 1-18, January.
    3. Paresh Kumar Narayan, 2022. "Introduction of the special issue on COVID-19 and the financial and economic systems," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-4, December.
    4. Afees Salisu & Sulaiman Salisu & Subair Salisu, 2024. "A news-based economic policy uncertainty index for Nigeria," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(5), pages 4987-5002, October.
    5. Liu, Ding & Sun, Weihong & Xu, Liao & Zhang, Xuan, 2023. "Time-frequency relationship between economic policy uncertainty and financial cycle in China: Evidence from wavelet analysis," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    6. Wang, Chih-Wei & Lee, Chien-Chiang & Wu, Lin-Tan, 2023. "The relationship between cash flow uncertainty and extreme risk: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    7. Zhang, Xuan & Zhang, Zhekai & Xu, Liao & Zhou, Zhiping, 2024. "In search of distress premium in the Chinese energy sector," Energy Economics, Elsevier, vol. 129(C).
    8. Narayan, Paresh Kumar & Sharma, Susan Sunila, 2023. "Understanding mispricing in the travel and leisure industry," International Review of Financial Analysis, Elsevier, vol. 90(C).
    9. Salisu, Sulaiman & Salisu, Afees, 2023. "An Index for Climate-Induced Migration Uncertainty," MPRA Paper 119524, University Library of Munich, Germany.
    10. Celso-Arellano, Pedro & Gualajara, Victor & Coronado, Semei & Martinez, Jose N. & Venegas-Martínez, Francisco, 2023. "Impact of the global fear index (covid-19 panic) on the S&P global indices associated with natural resources, agribusiness, energy, metals and mining: Granger Causality and Shannon and Rényi Transfer ," MPRA Paper 117138, University Library of Munich, Germany, revised 06 Feb 2023.
    11. Afees A. Salisu & Dinci J. Penzin & Yinka S. Hammed, 2025. "Health Crisis And Currency Risk: Fresh Evidence From New Data Sets," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 28(1), pages 1-14, April.
    12. Baek, Jungho, 2022. "Does COVID-19 play any role in the asymmetric relationship between oil prices and exchange rates? Evidence from South Korea," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 553-559.
    13. Chen Liu, 2021. "COVID-19 and the Energy Stock Market - Evidence From China," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 2(3), pages 1-5.
    14. Shah, Sayar Ahmad & Garg, Bhavesh, 2023. "Testing policy effectiveness during COVID-19: An NK-DSGE analysis," Journal of Asian Economics, Elsevier, vol. 84(C).
    15. Lin, Hang & Zhang, Zhengjun, 2022. "Extreme co-movements between infectious disease events and crude oil futures prices: From extreme value analysis perspective," Energy Economics, Elsevier, vol. 110(C).
    16. Behera, Harendra & Gunadi, Iman & Rath, Badri Narayan, 2023. "COVID-19 uncertainty, financial markets and monetary policy effects in case of two emerging Asian countries," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 173-189.
    17. Yoga Affandi & Solikin M. Juhro & Paresh Kumar Narayan, 2024. "EDITORIAL (Domestic Policies (and Shocks), Macroeconomic Stability, and Economic Growth BMEB India Special Issue)," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 27(3), pages 1-1, July.
    18. Shah, Sayar Ahmad & Garg, Bhavesh, 2023. "Identifying efficient policy mix under different targeting regimes: A tale of two crises," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 975-994.
    19. Kong, Xiaowei & Jin, Yifan & Liu, Lihua & Xu, Jialu, 2023. "Firms' exposures on COVID-19 and stock price crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 52(C).
    20. Hao-Chang Yang & Ferry Syarifuddin & Chun-Ping Chang & Hai-Jie Wang, 2022. "The Impact of Exchange Rate Futures Fluctuations on Macroeconomy: Evidence from Ten Trading Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(8), pages 2300-2313, June.

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    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General

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