More or Less Behind the Statistics
More or Less Behind the Statistics

Does a fall in the UK's healthy life expectancy mean what you think it means?

Tim Harford investigates some of the numbers in the news. This week: Headlines have claimed that “healthy life expectancy” in the UK has fallen by two years. What does this actually mean? (00:32) A new government report estimates that HS2 will cost almost double its original estimate. We ask where t

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Episode Summary

Executive Summary: The episode examines three headline claims through a numbers lens: healthy life expectancy, HS2 cost overruns, and a temporary VAT cut on summer attractions. It argues that healthy life expectancy is a subjective survey-based measure heavily influenced by self-reported mental health, HS2’s ballooning cost reflects poor early estimates, design compromises and risk transfer, and VAT cuts on niche attractions are unlikely to be passed fully to consumers.

Main Topics: Healthy life expectancy and what it actually measures (Priority: 5/5): Lizzie McNeill explains that healthy life expectancy is not a medical diagnosis or a prediction of when people become unwell; it combines mortality data with self-reported survey responses about general health. Mental health, youth reporting, and the fall in healthy life expectancy (Priority: 5/5): The decline in the UK measure appears driven mainly by younger people reporting worse mental health, while physical health scores remain relatively stable or slightly improved. Why HS2 costs escalated so dramatically (Priority: 5/5): Kate Lambell traces HS2’s rising cost from underestimation, land and property acquisition, added assurances, tunnel-heavy routing, and later contract structures that shifted risk onto government. The politics and economics of infrastructure delivery (Priority: 4/5): HS2 is presented as a case study in how democratic process, compensation, route constraints, and changing assumptions can make UK infrastructure unusually expensive and slow to deliver. Temporary VAT cuts and whether consumers benefit (Priority: 5/5): The episode evaluates a summer VAT cut for attractions and argues that small, targeted tax cuts are usually not passed through fully to prices, especially in less competitive markets. Price pass-through versus legal incidence (Priority: 4/5): Dan Needle distinguishes between who legally pays a tax and who economically bears it, explaining why customers may not see savings even when VAT is reduced.

Key Arguments: Healthy life expectancy is based on survey responses to general health questions, not clinical records, so it is a subjective and high-threshold measure. The recent decline in healthy life expectancy is driven more by self-reported mental health deterioration among younger people than by worsening physical health. Growing awareness and openness around mental illness may partly explain the decline, meaning the statistic may reflect changing attitudes as well as real health changes. Healthy life expectancy is an average across a lifetime; it does not mean everyone is healthy until a certain age and then suddenly becomes unhealthy. HS2’s cost overrun began with very weak early assumptions, including underestimated land needs and property costs, and then worsened through added assurances and tunnel-heavy design choices. Contract design matters: shifting risk to contractors initially encouraged gold-plating, while later shifting risk back to government exposed the project to inflation and supply shocks. Comparisons with continental high-speed rail are difficult because Britain is denser, more property-owning, more legally complex, and the route is harder to lay out straight. Small, targeted VAT cuts on attractions are unlikely to be fully passed on to consumers; the evidence suggests businesses often keep some or all of the margin. If attraction prices do fall, capacity constraints may mean the benefit shows up as lower prices for the same number of visitors rather than more access. The government can encourage pass-through, but businesses are under no obligation to reduce prices by the full VAT amount.

Data Points: Healthy life expectancy in the UK: Just under 61 years - Health Foundation analysis based on ONS survey data, for both men and women Change in healthy life expectancy: Down 2 years over the past decade - BBC headline cited at the start of the segment Survey health categories: Five-point scale: very good, good, fair, bad, very bad - ONS self-reported health question used in the measure Healthy count threshold: Good or very good only - Anyone answering fair, bad, or very bad is treated as not in good health Young people’s decline in mental health: Largest among ages 16 to 24 - John Byrne Murdoch’s broader survey analysis Physical health trend: Pretty stable; slight improvement in answers - Across age groups over the past 10 years HS2 original cost estimate: £32.7 billion - 2011 estimate for London-Birmingham plus Y-shaped extension to Leeds and Manchester HS2 current government estimate: £87.7 billion to £102.7 billion - New government report cited in the segment HS2 spending so far: £46.8 billion - Total spent to date, including phase two planning Spending on London-Birmingham route only: Just over £44 billion - Excludes spending on the cancelled northern phase Land assumption early on: 25 square kilometres expected; 70 square kilometres later needed - Example of early estimate error HS2 planning facts known at estimate stage: Only 3% to 4% - Former chair quoted as describing the early uncertainty London property example: Over £40 million - Cost of a social housing block near Euston in the route area Compensation/assurance examples: £10,000 fountain; £250,000 church insulation; £500,000 park; tens of millions in community funds - Illustrations of side deals added through the hybrid bill process Journey window view: 9 minutes out of 49 - Passengers’ likely countryside view on the London-Birmingham journey due to tunnels/cuttings/barriers 2019 full-leg estimate: Almost £74 billion, equivalent to about £95 billion in today’s money - Pre-pandemic estimate before later shocks Post-contract forecast rise: 83% above the government target within a year - Result of early civil engineering contract structure Additional cost from revised contracts: £6 billion - Estimated increase in the three years after 2020 HS2 route length: London to Birmingham is 150.4 miles - Used to illustrate cost per mile VAT rate cut: From 20% to 5% - Temporary summer cut for attractions VAT cut period: June 25 to September 1 - Government announcement for summer holidays Theme park ticket example: About £10 less on a £68 ticket - Illustrative savings if full pass-through occurred Two-thirds pass-through: About two-thirds - Observed when VAT is cut broadly across consumer spending Tampon tax pass-through: No clear evidence; possibly about 1% of the 5% cut - UK example of a targeted VAT cut not reaching consumers E-book VAT pass-through: No measurable effect - UK example of a targeted VAT cut not reducing consumer prices

Pivotal Quotes: "Healthy life expectancy does not mean that people are healthy until age 60 and then suddenly becomes unhealthy." — Narrator/summary of ONS concept: Explaining the lifetime-average nature of the statistic "What we see is that the physical health score has had very little impact on this decline in self-reported general health, whereas the mental health scores ... track very, very closely with what people are saying on their overall health questions." — John Byrne Murdoch: On what is driving the decline in healthy life expectancy "The line is basically: the government are taking on all the risk of inflation and the unforeseen." — Kate Lambell: Describing the revised HS2 contract structure

Implications: Listeners should treat headline stats cautiously: healthy life expectancy can reflect survey sentiment as much as health, HS2 shows how weak planning magnifies cost overruns, and targeted VAT cuts are unlikely to deliver the advertised savings unless competition is strong.

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About More or Less Behind the Statistics

Tim Harford and the More or Less team try to make sense of the statistics which surround us. From BBC Radio 4

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