Shining light on ‘shadow credit’ – what is Buy-Now-Pay-Later and who uses it?

Gerry Gunner and James Waddell

Buy-Now-Pay-Later (BNPL) is a relatively new form of consumer credit that you might have noticed as a payment option when shopping online or in person. However, there is little analysis in the public domain about who is using BNPL credit in the UK and its contribution to total household debt. We have used the Bank’s NMG Consulting survey to reveal that BNPL borrowers are typically younger adults and renters, and are more likely to report signs of financial distress.

Continue reading →

Forecasting near-term trends in the labour market

Harvey Daniell and Andre Moreira

The latest developments in the labour market are often central to monetary policy decisions. We outline a framework for mapping labour market indicators to near-term employment and pay growth, drawing on established insights from the ‘nowcasting’ literature. The key benefits of our approach are: the ability to map a range of ‘soft’ and ‘hard’ indicators of different frequencies to quarterly official data; the empirical determination of how much weight to place on each indicator; and the ability to shift those weights flexibly as more data become available. This framework beats simple benchmark models in our labour market application.

Continue reading →

A quick dive into SME finance

Kim Nyamushonongora and Oscar Spencer

99.9% of UK businesses are small and medium-sized enterprises (SMEs), employing 61% of the UK population. Yet, we know so much more about large businesses, how they function and particularly how they finance themselves. SMEs have been referred to as the backbone of economies around the world. Therefore, SME’s access to finance is systemically important. Using the SME Finance Monitor, a cross-sectional survey by BVA BDRC on 4,500 SMEs each quarter, we dive into how many SMEs use finance, what finance types they used prior to Covid and during Covid, what characteristics make them more likely to use finance and other relevant questions around SME financing. SMEs are defined as having 249 or less employees.

Continue reading →

Fuelling the tail: inflation- and GDP-at-Risk with oil-supply shocks

Marco Garofalo, Simon Lloyd and Edward Manuel

The economic consequences of the Russia-Ukraine war have brought the importance of sharp changes in commodity prices, such as oil, to centre stage. While many have focused on understanding the impact of these developments on the central projection for the macroeconomic outlook, this post investigates the balance of risks arising from oil-supply shocks, asking: could these lead to more severe or persistent changes in output growth and inflation, in rare events? Through the lens of a simple statistical model of Inflation- and GDP-at-Risk, we quantify the macroeconomic risks to inflation and GDP growth associated with (exogenous) changes in oil supply, showing that these shocks have more pronounced effects on the upper tail of the inflation distribution than at the centre.

Continue reading →

Risk perceptions and economic activity in the United Kingdom

Nicholas Vause and Carolin Pflueger

Recently, Pflueger, Siriwardane and Sunderam (2020) proposed a new measure of investor risk perceptions based on the cross-section of stock prices. Using that measure, they found that when risk perceptions are high, the cost of capital of risky firms is high and subsequently real investment and employment decline in the United States. In this post, we show that similar relationships exist in the United Kingdom. In 2023 Q1, the UK measure fell to its lowest level since the outbreak of the Covid pandemic, indicating higher risk perceptions and potentially foreshadowing weaker economic activity. This indicator may be helpful for policymakers, as it could serve as a useful measure of risk perceptions relevant for future economic developments and monetary policy.

Continue reading →

Bomadland: How the Bank of Mum and Dad helps kids buy homes

May Rostom

On average, parental contributions help children buy homes four years earlier than those without them. Out of every 100 new homeowners below the age of 30, 16 will have had help from ‘the Bank of Mum and Dad’, or Bomad for short. That rises to one in four new homeowners under the age of 25. Those who have had help from their parents put down a deposit twice as large, bought bigger first homes, and had smaller mortgage payments than those who did not. Anecdotes about cash assistance from Mum and Dad have recently been backed up by evidence from Legal & General, which implies Bomad plays a non-trivial role in the housing market. I attempt to investigate its prevalence.

Continue reading →

How have recent changes to the demand for workers affected the unemployment rate?

Tomas Key

During the recovery from the Covid pandemic, the demand for workers rose to unprecedented levels in the UK. The number of jobs that firms were looking to fill increased to 1.3 million in the middle of 2022, 60% higher than the level in the last three months of 2019. The amount of job vacancies has fallen substantially over the past year, but remains at a high level. This post discusses how those changes to the demand for workers have affected the unemployment rate. In particular, it outlines how an equilibrium model of the labour market can help to explain why there appears to have been a change to the relationship between job vacancies and unemployment in recent years.

Continue reading →

Unknown measures: assessing uncertainty around UK inflation using a new Inflation-at-Risk model

Nikoleta Anesti, Marco Garofalo, Simon Lloyd, Edward Manuel and Julian Reynolds

Understanding and quantifying risks to the economic outlook is essential for effective monetary policymaking. In this post, we describe an ‘Inflation-at-Risk’ model, which helps us assess the uncertainty and balance of risks around the outlook for UK inflation, and understand how this uncertainty relates to underlying economic conditions. Using this data-driven approach, we find that higher inflation expectations are particularly important for driving upside risks to inflation, while a widening in economic slack is important for downside risks. Our model highlights that rising tail-risks can become visible before a turning point, making the approach a useful addition to economists’ forecasting toolkit.

Continue reading →

Dissecting UK service inflation via a neural network Phillips curve

Marcus Buckmann, Galina Potjagailo and Philip Schnattinger

Understanding the origins of currently high inflation is a challenge, since the effects from a range of large shocks are layered on top of each other. The rise of UK service price inflation to up to 6.9% in April might potentially reflect external shocks propagating to a wider range of prices and into domestic price pressures. In this blog post we disentangle what might have contributed to the rise in service inflation in the UK using a neural network enhanced with some economic intuition. Our analysis suggests that much of the increase stems from spillovers from goods prices and input costs, a build-up of service inflation inertia and wage effects, and a pick-up in inflation expectations.

Continue reading →

Firm inflation perceptions and expectations: evidence from the Decision Maker Panel

Ivan Yotzov, Nicholas Bloom, Philip Bunn, Paul Mizen, Ozgen Ozturk and Gregory Thwaites

Since late 2021, annual CPI inflation in the UK increased sharply. Alongside this increase, there was also a significant rise in firm and household short-term inflation expectations. In this post, we use data from the Decision Maker Panel (DMP), a UK-wide monthly business survey, to study whether there is an effect of CPI data releases on firms’ current inflation perceptions and year-ahead inflation expectations over the past four years. We find that on average firms’ perceptions of current CPI inflation have been close to the eventual outturn. Furthermore, one-year ahead own-price expectations respond significantly to CPI outturns, with the effects being particularly strong since the start of 2022.

Continue reading →