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Innovation in reserve management: World Bank Treasury/ANZ Bank
The pair developed a Swift-based messaging app to manage faster and safer cash operations for central bank members of Ramp at the height of the pandemic
Asset manager: BNP Paribas Asset Management
The European asset manager has leveraged its focus on official institutions, expertise in MBS, training, reporting and ESG compliance to grow its business with central banks
Climate portfolio services: RepRisk
The Swiss company’s machine learning tool checks reports on 160,000 companies daily from a host of sources in 20 languages to offer central banks and SWFs early warnings on climate-related risks
Climate initiative: HSBC
The UK bank is working closely with central banks and other official institutions to support the transition towards a greener global system
Corporate Services Benchmarks 2021 report – trends in financial reporting and administration
Insights on staffing and salaries, technological automation, data security, rule compliance, gender equality and green office spaces in accounting, audit, HR and administration
More capital could increase lending during pandemic – paper
Philadelphia Fed research finds capital injections and lower requirements would both increase lending
Economics Benchmarks 2020 report – executive summary
Shedding light on economics governance, salaries, forecasting, research, publications and more
Economics Benchmarks 2020 – presentation
Central Banking’s economics subject matter specialist Daniel Hinge speaks with Christopher Jeffery about how central bank economists fared in a year where the Covid-19 pandemic upended the usual business of forecasting, analysis and research
Size matters for central bank research publishing
Staff numbers have strongest association with central banks’ research output
Administrative data is most popular alternative data source
Central banks make use of a wide range of non-traditional data sources
Central banks use alt data mainly for research
Almost all respondents make use of alternative data in at least one application
Economists earn more than number-crunchers at central banks
On average, statisticians take home 88% of what economists earn
High-income central banks offer more training for economists
Over 52% sponsor economics/statistics staff to undertake PhDs; 100% sponsor other training
Few central banks forecast policy rates
Economics Benchmarks 2020 highlights wide variation in variables forecast by central banks
Central banks rotate economics staff frequently
Economists typically spend only small portion of time on own research; opportunities for secondment abound
Advanced economies employ greater share of PhD economists
But both advanced- and emerging-economy central banks devote similar staffing to research
Central banks play key role in sourcing and sharing data
Institutions gather data from many sources and most share it with external researchers
Climate change on the agenda for most economics departments
Central banks explore a wide range of topics, with some differences between advanced economies and EMEs
Few central banks collaborate with private-sector researchers
Collaborations are common with academia, especially in advanced economies
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