Global | Tracking the COVID-19 Crisis with High-Resolution Transaction Data
Published on Friday, November 20, 2020
Big Data techniques used
Global | Tracking the COVID-19 Crisis with High-Resolution Transaction Data
Summary
Presentation released by BBVA Research at Big Things Data & AI Conference. Observing the evolution of the economy in real time and high definition can be essential when evaluating the economic impact of an event with few precedents in the world economy like the current Covid19 crisis.
Key points
- Key points:
- Measuring National Accounts in Real Time & High Definition. The use of card spending for nowcasting aggregate consumption and making granular economic analysis.
- Data may be analyzed between 1-3 months ahead than the official figures. Data has more granular detail on household spending than the official figures.
- The impact of Covid-19 on foreign spending was much higher than on national expenditure. Tourism related sectors are the most affected ones, while others like food, health or furnitures are growing more than last year.
- Transaction data has proved to be useful to track the economy and exploit time series, cross-sectional and geographical dimensions.
Topics
- Topic Tags
- Consumption
Tags
Authors
Vasco M. Carvalho
University of Cambridge - External partner
Juan Ramón García
BBVA Research - Principal Economist
Stephen Hansen
University College London - External partner
Alvaro Ortiz
BBVA Research - Head of Analysis with Big Data
Tomasa Rodrigo
BBVA Research - Lead Economist
José V. Rodríguez Mora
CUNEF - External partner
Pep Ruiz
BBVA Research - Principal Economist