IDEAS home Printed from https://ideas.repec.org/a/rjr/romjef/vy2020i2p5-17.html
   My bibliography  Save this article

Estimates of Dynamics of the Covid19 Pandemic and of its Impact on the Economy

Author

Listed:
  • Lucian Liviu ALBU

    (Institute for Economic Forecasting, Romanian Academy.)

  • Ciprian Ion PREDA

    (Institute for Economic Forecasting, Romanian Academy.)

  • Radu LUPU

    (Institute for Economic Forecasting, Romanian Academy.)

  • Carmen Elena DOBROTĂ

    (Business and Administration Faculty, Bucharest University)

  • George Marian CĂLIN

    (Doctoral School, Bucharest University of Economic Studies)

  • Claudia M. BOGHICEVICI

    (Faculty of Economics, "Aurel Vlaicu" University of Arad.)

Abstract

Economic growth forecasts have been revised downwards in most countries, but the incertitude regarding the duration or the evolution of the crisis persist. Under the pressure of the Covid-19 pandemic expansion, today it is supposed that a huge global crisis will follow in all fields (humanitarian, social, economic). The pandemic impact is difficult to be evaluated until it stops or at least its peak will be reached. As a contribution to such work, we propose an estimation-simulation model, as an alternative to other models coming from probabilistic, genetic algorithms or other approaches. In order to analyse the dynamics of the spread of epidemic among the population, we built a model with differential equations for a special logistic time-function, which resulted in certain key-values and four phases of its evolution. Moreover, by simulating the daily dynamics of pandemic at three levels (world, EU, and Romania) we estimated the impact of pandemic on the economic growth until the end of this year.

Suggested Citation

  • Lucian Liviu ALBU & Ciprian Ion PREDA & Radu LUPU & Carmen Elena DOBROTĂ & George Marian CĂLIN & Claudia M. BOGHICEVICI, 2020. "Estimates of Dynamics of the Covid19 Pandemic and of its Impact on the Economy," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 5-17, July.
  • Handle: RePEc:rjr:romjef:v::y:2020:i:2:p:5-17
    as

    Download full text from publisher

    File URL: http://www.ipe.ro/rjef/rjef2_20/rjef2_2020p5-17.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. John E. Ataguba, 2020. "COVID-19 Pandemic, a War to be Won: Understanding its Economic Implications for Africa," Applied Health Economics and Health Policy, Springer, vol. 18(3), pages 325-328, June.
    2. Oscar Jorda & Sanjay R. Singh & Alan M. Taylor, 2022. "Longer-Run Economic Consequences of Pandemics," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 166-175, March.
    3. Jonathan Karnon, 2020. "A Simple Decision Analysis of a Mandatory Lockdown Response to the COVID-19 Pandemic," Applied Health Economics and Health Policy, Springer, vol. 18(3), pages 329-331, June.
    4. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    5. Emanuel Kohlscheen & Benoit Mojon & Daniel Rees, 2020. "The macroeconomic spillover effects of the pandemic on the global economy," BIS Bulletins 4, Bank for International Settlements.
    6. Robert J. Barro & José F. Ursúa & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity," NBER Working Papers 26866, National Bureau of Economic Research, Inc.
    7. Warwick McKibbin & Roshen Fernando, 2021. "The Global Macroeconomic Impacts of COVID-19: Seven Scenarios," Asian Economic Papers, MIT Press, vol. 20(2), pages 1-30, Summer.
    8. Louis-Marie Harpedanne de Belleville, 2020. "Act Now or Forever Hold Your Peace: Slowing Contagion with Unknown Spreaders, Constrained Cleaning Capacities and Costless Measures," Working Papers hal-02540280, HAL.
    9. Robert J. Barro & José F. Ursua & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Epidemic - Lessons from the "Spanish Flu" for the Coronavirus's Potential Effects on Mortality and Economic Activity," CESifo Working Paper Series 8166, CESifo.
    10. Harpedanne de Belleville, Louis-Marie, 2020. "Act Now or Forever Hold Your Peace: Slowing Contagion with Unknown Spreaders, Constrained Cleaning Capacities and Costless Measures," MPRA Paper 99728, University Library of Munich, Germany.
    11. Ibrahim Sirkeci & Mustafa Murat Yucesahin, 2020. "Coronavirus and Migration: Analysis of Human Mobility and the Spread of Covid-19," Migration Letters, Migration Letters, vol. 17(2), pages 1-20, April.
    12. Louis-Marie Harpedanne de Belleville, 2020. "Act Now or Forever Hold Your Peace: Slowing Contagion with Unknown Spreaders, Constrained Cleaning Capacities and Costless Measures," PSE Working Papers hal-02540280, HAL.
    13. Wunong Zhang & Yuxin Wang & Lili Yang & Chuanyi Wang, 2020. "Suspending Classes Without Stopping Learning: China’s Education Emergency Management Policy in the COVID-19 Outbreak," JRFM, MDPI, vol. 13(3), pages 1-6, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chopdar, Prasanta Kr & Paul, Justin & Prodanova, Jana, 2022. "Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    2. Ayhan Kuloğlu, 2021. "Covıd-19 Krizinin Petrol Fiyatları Üzerine Etkisi," Journal of Research in Economics, Politics & Finance, Ersan ERSOY, vol. 6(3), pages 710-727.
    3. Cecilia ALEXANDRI & Bianca PAUNA & Corina SAMAN, 2020. "The Relationship Between Total Factor Productivity and Subsidies in the Case of Romanian Farms," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 85-98, December.
    4. Francis Kuriakose & Deepa Kylasam Iyer, 2024. "Initial conditions and cross-country macroeconomic impact during Covid-19," International Journal of Trade and Global Markets, Inderscience Enterprises Ltd, vol. 19(1), pages 4-27.
    5. Carmen Valentina Radulescu & Georgiana-Raluca Ladaru & Sorin Burlacu & Florentina Constantin & Corina Ioanăș & Ionut Laurentiu Petre, 2020. "Impact of the COVID-19 Pandemic on the Romanian Labor Market," Sustainability, MDPI, vol. 13(1), pages 1-23, December.
    6. Claudiu-Cătălin MUNTEANU, 2020. "Food Insecurity And Pandemics: Addressing The Food Shock Of Covid-19 In Romania," Agricultural Economics and Rural Development, Institute of Agricultural Economics, vol. 17(2), pages 265-273.
    7. Karime Chahuán-Jiménez & Rolando Rubilar-Torrealba & Hanns de la Fuente-Mella, 2021. "Market Openness and Its Relationship to Connecting Markets Due to COVID-19," Sustainability, MDPI, vol. 13(19), pages 1-12, October.
    8. Lukas Cibik & Leon Richvalsky, 2023. "The Economy of EU Member Countries in 2020 from Perspective of Magic Square," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 8, pages 3-21.
    9. Vaijanath Babshetti & Jyothi E. Singh & Prakash B. Yaragol, 2022. "The Impact of COVID-19 on the Socio-economic Indicators of the Selected Asian Countries," India Quarterly: A Journal of International Affairs, , vol. 78(1), pages 28-46, March.
    10. Adriana Florina Popa & Stefania Amalia Jimon & Delia David & Daniela Nicoleta Sahlian, 2021. "Influence of Fiscal Policies and Labor Market Characteristics on Sustainable Social Insurance Budgets—Empirical Evidence from Central and Eastern European Countries," Sustainability, MDPI, vol. 13(11), pages 1-14, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lucian Liviu ALBU & Ciprian Ion PREDA & Radu LUPU, 2020. "Estimates on the dynamics of the COVID-19 pandemic and its impact on the economy," Working Papers of Institute for Economic Forecasting 200518, Institute for Economic Forecasting.
    2. Albu, Lucian-Liviu, 2020. "How much will the Coronavirus pandemic expand?," MPRA Paper 99862, University Library of Munich, Germany.
    3. Garcia, Pablo & Jacquinot, Pascal & Lenarčič, Črt & Lozej, Matija & Mavromatis, Kostas, 2023. "Global models for a global pandemic: The impact of COVID-19 on small euro area economies," Journal of Macroeconomics, Elsevier, vol. 77(C).
    4. Phurichai Rungcharoenkitkul, 2021. "Macroeconomic effects of COVID‐19: A mid‐term review," Pacific Economic Review, Wiley Blackwell, vol. 26(4), pages 439-458, October.
    5. Ortmans, Aymeric & Tripier, Fabien, 2021. "COVID-induced sovereign risk in the euro area: When did the ECB stop the spread?," European Economic Review, Elsevier, vol. 137(C).
    6. Takahashi, Hidenori & Yamada, Kazuo, 2021. "When the Japanese stock market meets COVID-19: Impact of ownership, China and US exposure, and ESG channels," International Review of Financial Analysis, Elsevier, vol. 74(C).
    7. Ambrocio, Gene & Juselius, Mikael, 2020. "Dealing with the costs of the COVID-19 pandemic – what are the fiscal options?," BoF Economics Review 2/2020, Bank of Finland.
    8. Cem Çakmaklı & Selva Demiralp & Ṣebnem Kalemli-Özcan & Sevcan Yesiltas & Muhammed A. Yildirim, 2020. "COVID-19 and Emerging Markets: A SIR Model, Demand Shocks and Capital Flows," NBER Working Papers 27191, National Bureau of Economic Research, Inc.
    9. Asli Demirgüç‐Kunt & Michael Lokshin & Iván Torre, 2021. "The sooner, the better: The economic impact of non‐pharmaceutical interventions during the early stage of the COVID‐19 pandemic," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(4), pages 551-573, October.
    10. Dietrich, Alexander M. & Kuester, Keith & Müller, Gernot J. & Schoenle, Raphael, 2022. "News and uncertainty about COVID-19: Survey evidence and short-run economic impact," Journal of Monetary Economics, Elsevier, vol. 129(S), pages 35-51.
    11. Enrico Berbenni & Stefano Colombo, 2021. "The impact of pandemics: revising the Spanish Flu in Italy in light of models’ predictions, and some lessons for the Covid-19 pandemic," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(2), pages 219-243, June.
    12. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    13. Doerr, Sebastian & Hofmann, Boris, 2022. "Recessions and mortality: A global perspective," Economics Letters, Elsevier, vol. 220(C).
    14. Tahsin Saadi Sedik & Rui Xu, 2020. "A Vicious Cycle: How Pandemics Lead to Economic Despair and Social Unrest," IMF Working Papers 2020/216, International Monetary Fund.
    15. Louis-Philippe Beland & Abel Brodeur & Taylor Wright, 2020. "COVID-19, Stay-at-Home Orders and Employment: Evidence from CPS Data," Carleton Economic Papers 20-04, Carleton University, Department of Economics, revised 19 May 2020.
    16. Houštecká, Anna & Koh, Dongya & Santaeulàlia-Llopis, Raül, 2021. "Contagion at work: Occupations, industries and human contact," Journal of Public Economics, Elsevier, vol. 200(C).
    17. Feras A. Batarseh & Munisamy Gopinath & Anderson Monken, 2020. "Artificial Intelligence Methods for Evaluating Global Trade Flows," International Finance Discussion Papers 1296, Board of Governors of the Federal Reserve System (U.S.).
    18. Mahata, Ajit & Rai, Anish & Nurujjaman, Md. & Prakash, Om, 2021. "Modeling and analysis of the effect of COVID-19 on the stock price: V and L-shape recovery," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 574(C).
    19. Alexander Chudik & M. Hashem Pesaran & Alessandro Rebucci, 2020. "Voluntary and Mandatory Social Distancing: Evidence on COVID-19 Exposure Rates from Chinese Provinces and Selected Countries," Globalization Institute Working Papers 382, Federal Reserve Bank of Dallas.
    20. Matthew Spiegel & Heather Tookes, 2021. "Business Restrictions and COVID-19 Fatalities [The immediate effect of COVID-19 policies on social distancing behavior in the United States]," Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5266-5308.

    More about this item

    Keywords

    Covid-19; logistic model; pandemic phases; inflection; concave trajectory;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rjr:romjef:v::y:2020:i:2:p:5-17. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Corina Saman (email available below). General contact details of provider: https://edirc.repec.org/data/ipacaro.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.