Commentary
Agent-based models remain rare among economics departments
Economics Benchmarks 2020 highlights the varied applications of different model types at central banks
Forecast errors marginally higher for growth than inflation
Data shows contrast between advanced and emerging economies
Income levels have little bearing on economics staffing
European central banks have on average more staff in statistics; non-European institutions have more research economists
Central banks tend to mix research with policy functions
Institutions deploy a wide range of different governance frameworks when it comes to research
Semi-structural models are the forecast weapon of choice
Flexible modelling approach comes out on top; around half of central banks include a financial sector
Big variation in shortest- and longest-lived banknotes
Average lifespans range from 0.6 years to 20 years, with number of denominations playing key role
Asia issues the most banknotes by volume and value
Asian central banks issue 62.3 banknotes worth $1,852 per person
Most central banks not measuring banknote carbon footprint
Very few institutions have cash climate strategy but over 50% are recycling their unfit banknotes
G+D and CPS are ‘most approved’ for banknote sorting
Just over half of survey sample endorses Munich-based manufacturer
Websites are top currency communication tool
More than two thirds of currency managers use social media; regional disparities emerge on preferred communication tools
Printing is the most outsourced area of the cash cycle
Just over 60% of survey respondents contract out currency printing; lower-income countries most likely to outsource
Watermarks and intaglio printing remain top security features
Increasing the number of security features does not necessarily reduce counterfeiting
Currency managers eschew big data and long-term forecasts
Most popular banknote forecast period is one to three years
Only 25% of central banks operate own printworks
Larger central banks from high income countries are more likely to print notes in-house
Central banks show wide variation in cash department staffing
Different staffing levels driven in part by which institutions run their own printworks
Cash volumes rise in most jurisdictions
Annual growth in banknotes in circulation was 6.2%; or 5.2% on a weighted basis
‘Wear and tear’ the main reason for banknote exchange
Covid-19 raised fears of banknote contamination, but historical exchange is mostly due to worn notes
Counterfeits rise with issuance on multiple substrates
Average percentage of counterfeits per total volume in circulation is around 0.01%
European central banks remain leaders for gold
Average gold holdings on the continent stand at 10.6 million ounces
Advanced economy central banks use more custodians
Reserve managers in advanced economies work on average with 5.6 custodians
One third of reserves staff work in front-office roles
Average reserve management team size is less than 30 employees
Advanced economies take the lead in securities lending
Nearly 60% of reserve managers lend out assets that are in high demand
Boards are the main authority for benchmark approvals
Risk management teams tend to lead effort to propose new benchmarks