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

UK election podcast 1

Can you trust the figures given to you by the political parties during the UK's General Election campaign period? We examine and unpick the statistics so you can decide how useful they are. The podcast features a collection of interviews from Radio 4's PM programme. We look at zero hours c

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Episode Summary

Executive Summary: BBC More or Less fact-checks election claims from Conservatives, Labour, UKIP and others, showing how statistics can mislead when stripped of context. The episode argues that many headline numbers are partly true but often cherry-picked, averaged, outdated, or based on shaky assumptions, making the real policy differences more nuanced than campaign rhetoric suggests.

Main Topics: Conservative claims on the economy and living standards (Priority: 5/5): Ruth Alexander checks George Osborne’s claims that growth, consumer confidence and living standards are all improving. The segment explains which claims are broadly supported, but also notes that living standards are only slightly above 2010 levels and recovery has been unusually slow. Labour claims that families are worse off (Priority: 5/5): The discussion evaluates Ed Balls’s use of IFS-based figures on household losses from tax and benefit changes, and explains why averages can be misleading because impacts differ by income, family type, and benefits received. How parties use tax arithmetic to attack each other (Priority: 5/5): The hosts dissect the Conservatives’ claim that Labour would impose a £3,000 tax rise, and compare it with Labour, Conservative and Liberal Democrat selective use of VAT, income tax allowance, and other tax changes to make political points. Nigel Farage’s claim on HIV diagnoses and 'health tourists' (Priority: 4/5): The programme checks UKIP’s health-tourism narrative, finding the cited numbers are outdated and that the data do not support the implication that most foreign-born HIV patients are exploiting the NHS. Sure Start closures and childcare provision (Priority: 4/5): The segment examines claims about hundreds of Sure Start centres closing under the coalition, distinguishing between outright closures and service mergers, and notes that childcare access has changed in mixed ways. Non-dom tax status and wealthy foreigners (Priority: 4/5): Labour’s proposal to abolish non-dom status is assessed, including estimates of how many claim it, how much tax it raises, and why the real fiscal and investment impact is hard to know. Zero-hours contracts and labour-market conditions (Priority: 4/5): The show challenges the language of 'epidemic' around zero-hours contracts by highlighting definitional confusion and contrasting that debate with broader issues like unemployment and productivity.

Key Arguments: Many campaign claims are not outright false, but they often rely on selective framing, averaging, or outdated figures that obscure the real picture. Economic indicators such as growth, confidence, and incomes need context: living standards are only marginally above 2010 and recovery has been historically slow. Average household losses from tax-and-benefit changes hide wide variation across income groups, household types, and benefit entitlement. Political tax claims often add up yearly changes over multiple years to inflate totals, rather than presenting them in a straightforward annual form. A single-policy calculation, such as VAT alone or income tax alone, cannot fairly capture who is better or worse off overall. UKIP’s HIV figures are inaccurate or misleading because they use old diagnosis totals and misstate how nationality/birthplace data are counted. The Sure Start debate depends heavily on definitions: merging centres can be counted as closures or not, but service quality is what matters for families. Non-dom abolition might raise revenue, but the net effect and possible behavioural changes from wealthy individuals are uncertain. Zero-hours contract counts vary drastically depending on whether workers or employers are asked, suggesting definitional ambiguity and media-driven awareness. Broader labour-market statistics show unemployment falling, but productivity remains a major concern for future living standards.

Data Points: Consumer confidence index: plus 4 - Highest level since June 2002, cited in discussion of George Osborne’s claim about consumer confidence. Consumer confidence low at coalition start: minus 20 - Index level when the coalition government came into office. Consumer confidence after 18 months of coalition: minus 30 - Shows pessimism persisted after the coalition took power. Disposable incomes per head change since May 2010: 0.2% higher - ONS figure used to assess whether living standards are higher than when the coalition came to office. Disposable incomes end-2014 vs year earlier: 1.9% higher - Shown as evidence of recent rise in living standards, though possibly volatile. Labour campaign claim on household losses: £1,100 a year worse off - Ed Balls’s claim based on IFS analysis of coalition tax and benefit changes. VAT rise: 17.5% to 20% - Used by Ed Balls to argue VAT changes have cost families money. Income tax personal allowance: under £6,500 to £10,600 - Cited as a major tax cut benefiting working people. Conservative claim on Labour tax rise: £3,000 per working household - Derived from an assumed £15 billion tax rise spread and then annualised over multiple years. Assumed Labour fiscal consolidation: £30 billion - Amount Labour would need to find via tax rises, spending cuts, or a mix if they hit their fiscal target. UK HIV diagnoses (latest year): 6,000 - Government figure for 2013, contradicting Nigel Farage’s claim of 7,000. UK HIV diagnoses claim: 7,000 - Farage’s outdated figure from public debate and earlier media reports. Foreign-born share of known HIV diagnoses: 54% - Among cases where birthplace was known, not nationality-based as Farage suggested. UK-born share of known HIV diagnoses: 46% - Complement to the foreign-born share in the UK HIV data. Sure Start centres in 2010 offering childcare: about 800 of more than 3,500 - Shows childcare was never the main function of most Sure Start centres. Estimated Sure Start closures by June last year: more than 600 - Estimate by Dr Kitty Stewart, aligning broadly with Labour’s claim. Local government funding cut: a quarter in real terms - IFS estimate of cuts that affected Sure Start provision indirectly. Non-dom status claims in current year: 116,000 - Estimated number of people claiming non-dom status. Non-dom status 12 years earlier: 65,000 - Treasury estimate showing the rise in non-dom claims over time. Labour’s estimated revenue from scrapping non-doms: £700 million a year - Stated as the expected fiscal gain, though acknowledged as uncertain. Top income taxpayers’ share of income tax: 27% - Used to contextualize the contribution of wealthy taxpayers, including non-doms. Non-doms’ share of income taxpayers: 0.4% - Tax-year 2012-13 figure describing how small the group is relative to all taxpayers. Non-doms’ income tax contribution: £6 billion - Income tax paid by non-doms in 2012-13. Non-dom levy payers: 5,000 - Number of non-doms paying the annual levy. Zero-hours contracts claimed by employees: 700,000 - Commonly cited figure during the election debate. Zero-hours contracts claimed by employers: 1.8 million - Employer-based count showing major definitional differences. Jobs created per day in current parliament: almost 1,200 - Used to compare labour-market performance with previous governments. Jobs created per day under Tony Blair: fewer than 900 - Standardized comparison point for job creation. Jobs destroyed per day under Gordon Brown: 500 net per day - Comparison used to highlight improvement in job creation under the coalition. UK unemployment rate: 5.9% - OECD standardized unemployment rate, described as falling.

Pivotal Quotes: "the politicians, they create a lot of heat, don't they? They throw a lot of statistics around, they make lots of bold claims" — Ruth Alexander: Explaining why election claims need careful fact-checking. "the point is £1,100 might be the average, but it really depends on who you are" — Tim Harford: Clarifying that Labour’s household-loss figure hides big differences across households. "I think the mathematics behind this is highly questionable" — Tim Harford: Commenting on the Conservatives’ £3,000 Labour-tax-rise claim.

Implications: Listeners should treat campaign statistics cautiously and look for context, assumptions, and definitions. For future policy debates, the episode shows that precise framing matters as much as raw numbers, especially on taxes, welfare, jobs, and public services.

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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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