Box sets » Uncertainty

Chart 3C: Rates of return on public investment
A key uncertainty around the long-run impact of the Budget's plans for higher public investment is the extent to which the public capital stock is a complement to (or substitute for) business investment. This Box provided scenarios in which the future business capital stock was higher or lower than we had assumed in our central forecast. We showed these scenarios' impacts on potential output in 50 years' time and the implications they had for different measures of the internal rate of return on investment.
Chart 2B: Inflation scenarios
The outlook for inflation was highly uncertain at the time of our March 2023 forecast: the UK was experiencing the largest inflation shock since the 1980s, and the first significant shock in the era of independent inflation-targeting central banks. In this box, we reviewed the ways we have presented uncertainty in our successive EFOs, in particular our use of fan charts and scenarios.
Chart 2C: Stacked bar charts showing net migration by nationality and visas granted by type
Latest data from the ONS suggest that net migration to the UK was higher than previously thought in recent years, while it's also projected to be higher than previously expected. In this box, we presented our migration forecast and its impact on labour supply. As there is considerable uncertainty around the outlook, we also considered alternative scenarios for net migration and its economic impact.
Chart 4A: Stacked bar chart showing tax gap as a share of GDP
The tax gap is the difference between taxes collected by HMRC and the theoretical liability, or what, in theory, should be collected. As a share of GDP, it has reduced from 2.3 per cent in 2005-06 to 1.5 per cent in 2021-22, two-thirds of which is explained by reductions in the VAT gap. In this box, we explored the recent drivers of changes in tax gaps, explained what assumptions we make about tax gaps in our forecast and outlined the associated uncertainties.
Chart 4E: Porcupine chart showing successive OBR debt interest spending forecasts
Debt interest spending has reached post-war records as a per cent of revenue and GDP in recent years and has also proved to be incredibly volatile and subject to large revisions between our forecasts. In this box we looked at the reasons for this elevated spending and volatility and how the process of quantitative tightening by the Bank of England will impact the maturity of this debt.
Chart 2.G: CPI inflation and Bank Rate: central forecast versus alternative scenarios
Inflation risks intensified after we closed our pre-measures forecast for the October 2021 Budget. This box showed two stylised scenarios embodying higher and more persistent inflation than in our central forecast to highlight the uncertainty surrounding the outlook. In one scenario inflation was driven mainly by pressures in the product market, and the other mainly pressures in the labour market, which had different implications for wages and consumption.
Chart 4.C: 10,000 simulations of current balance and change in PSND in 2024-25
We illustrate the uncertainty around our forecasts using a variety of approaches. This box described using stochastic simulations to produce fan charts, which could be used to enhance presentation of uncertainty in future EFOs, and showed some experimental results.