Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions
By Konstantinos Nikolopoulos, Sushil Punia, Andreas Schäfers, Christos Tsinopoulos, Chrysovalantis Vasilakis. European Journal of Operational Research, 2020
443 citations recorded by the source corpus.
Highlights • We provide predictive analytics tools for immediate use during COVID-19.• We use data from the UK, USA, India, Germany, Singapore up to mid-April 2020.• We forecast COVID-19 growth rates at country-level.• We use auxiliary data (Google trends) to model excess demand.• We forecast the excess demand for products and services at country-level.
Subfields: Economics and Econometrics, Management Science and Operations Research, Modeling and Simulation
View Paper: https://www.semanticscholar.org/paper/5d522f0939305c746f251c81df352af3e1c42a23
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Economics and Econometrics
- Fotios Petropoulos
- Konstantinos Nikolopoulos
- Rob J Hyndman
- Nikolaos Kourentzes
- Vassilios Assimakopoulos
- Evangelos Spiliotis
- Spyros Makridakis
- Christoph Bergmeir
In Management Science and Operations Research
- Fotios Petropoulos
- Rob J Hyndman
- Konstantinos Nikolopoulos
- Nikolaos Kourentzes
- Vassilios Assimakopoulos
- Spyros Makridakis
- Evangelos Spiliotis
- Christoph Bergmeir
In Modeling and Simulation
Citations in the corpus
- COVID-19 pandemic related supply chain studies: A systematic review (2021, unknown): “Secondary data analysis 9 Derevyankina and Yankovskaya (2020); Farias and Araújo (2020); Gray (2020); Nikolopoulos et al. (2020); Novak and Loy (2020); Richards and Rickard (2020); Sharma et al.”
- Forecasting: theory and practice (2020, background): “Finally, Nikolopoulos et al. (2020) focused on forecast-driven planning, predicting the growth of COVID- 19 cases and the respective disruptions across the supply chain at country level with data from the USA, India, UK, Germany, and Singapore.”