
Farm tax, ADHD benefits, Movember claim and Tim’s marathon
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Tim Harford
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For the ones who get it done. This is the story of the 1. As a maintenance supervisor at a manufacturing facility, he knows keeping the line up and running is a top priority. That's why he chooses Grainger. Because when a drive belt gets damaged, Grainger makes it easy to find the exact specs for the replacement product he needs. And next day delivery helps ensure he'll have everything in place and running like clockwork. Call 1-800-800-GRAINGER click granger.com or just stop by Grainger for the ones who get it done. Hello and welcome to More Or Less. We're the program that takes the BS out of numbers, leaving us with Numer. Nailed it at last. I'm Tim Harford and in this, the last programme in the current series, we'll be asking how many people will be affected by plans to change inheritance tax for farmers. The Conservative Party conference had been told that millions of people are getting free cars from the government because they have anxiety and ADHD. Can that be right? Are 2 in 5 men dying too young? What does that even mean? And my midlife crisis has manifested itself in a marathon run. I mean, I don't really like to talk about it, but can the data help me run faster? Or for that matter, help me finish in one piece? But first, at the end of September, Anna Turley MP, the chair of the Labour party, was on Radio 4's Any Questions? Which came from one of the UK's agricultural heartlands, Lincolnshire. Perhaps unsurprisingly, Anna Turley was asked about the Government's proposed changes to inheritance tax for farmers. Her response, 97% of farmers aren't affected by that.
Tim Harford
But I also know that there are a number who are, and we have to have this conversation.
Program Host / Narrator
Loyal listener Alison Garn got in touch. This does not ring true.
Stuart MacDonald
Can you shed any light on where.
Program Host / Narrator
The 97% of farmers will not be affected comes from 97% unaffected, or to turn it around, only 3% of farmers would be affected. We put our most rural member of the team on the case, which apparently is Nathan Gower Hello, Nathan.
Tim Harford
Hi, Tim.
Program Host / Narrator
Nathan, remind us of your rural credentials.
Tim Harford
I saw a cow this morning.
Program Host / Narrator
The job is yours. So what did you find?
Tim Harford
Last year the government announced that from April 2026 it was going to cap the value of farming related assets that an individual can hand on without incurring inheritance tax. And they would cap it at £1 million. That's on top of the standard tax free allowances available to everyone that are typically worth half a million. Anything beyond these allowances would get taxed at 20%. That's lower than the 40% rate for normal non farming assets. This introduction of a cap is a big policy change. At the moment there's no cap on how much farming related wealth can be exempted from inheritance tax. And this all prompted an outcry from farmers who argue that the changes could lead to the breakup of family farms. Farmers drove to Whitehall in their tractors. Jeremy Clarkson got involved. It was a whole thing.
Program Host / Narrator
Okay, so Anna Turley says that only 3% of farmers will be affected. So what should we make of that figure?
Tim Harford
Quick definitional quibble here. What Anna Turley is talking about is not really 3% of farmers, but 3% of the potentially taxable farm estates that people leave behind when they die.
Program Host / Narrator
Okay, quibble accepted. So what should we make of Annaturley's 3% figure?
Tim Harford
It's wrong.
Program Host / Narrator
Tell me more.
Tim Harford
It's very wrong. I spoke to Dr. Arun Advani. He's director of the Centre for the Analysis of Taxation and a professor of economics at the University of Warwick. He's one of the authors of a recent report on the impact of these changes. He looked at past data on farm inheritance tax to estimate how many farm estates might be affected. About 1500 estates go through the inheritance process each year.
Tom Waters
There's about 480 farm estates that would be affected every year, where they'll actually.
Tim Harford
Have to pay more tax as a.
Tom Waters
Result of the reform unless they take some action.
Tim Harford
So that number is actually closer to 31%.
Program Host / Narrator
31% affected, not 3%. That's a big difference. So do we know what happened?
Tim Harford
Apparently Anna Turley misspoke and meant to say that the majority of estates would be unaffected.
Program Host / Narrator
I'm not sure that's a misspeak. I think that's just a plain old mistake.
Tim Harford
It may be that Anna Turley got confused and gave a rate for how many of the general population are subject to inheritance tax. That's about 4%. Dr. Advani's figures are his own independent estimate, but they are very much in line with the government's figures.
Program Host / Narrator
OK, so it's more like 30% affected rather than 3%. But the impact of a tax change could mean radically different things for different people. So could be a modest impact for some or a huge blow for others. So can we say anything with more detail?
Tim Harford
One of the fears that's been raised by farming groups like the National Farmers Union is that some estates might have to sell off parts of a farm or borrow money to pay the inheritance tax bill. Aaron's been running the numbers on that too.
Tom Waters
Assuming the reforms go ahead as announced last year, then there are 70 estates.
Tim Harford
Roughly per year that will not be.
Tom Waters
Able to pay the inheritance tax bill.
Tim Harford
They face just out of non farm.
Tom Waters
Assets in their estate. So if you think of an estate as somebody dies and they might have.
Tim Harford
A farm and they also have some cash and some other things around, and.
Tom Waters
You think, well, if you keep the farm together and just get rid of those other things, can you pay off your inheritance tax bill with those other things? There are about 70 estates a year.
Tim Harford
That won't be able to just use the other stuff. And so would then be at risk.
Tom Waters
Of either having to borrow against the.
Tim Harford
Farm, potentially sell some part of the farm, or find some other solution. Those 70 estates equate to about 4% of all farm estates claiming inheritance tax relief every year. It's also worth pointing out that a farmhouse on a farm would count as a farming asset. They're not counting that as something you can sell off to pay the tax bill.
Program Host / Narrator
Okay, so to summarise, about 30% of all farmer states might end up paying more tax after these reforms. But in terms of how many might be at risk of being broken up because of a big tax bill, that could be a much smaller figure, say 4%, if beneficiaries are prepared to sell other assets to keep the farms intact.
Tim Harford
The estimates for how many farmer states will be affected by these changes are all based on the assumption that, that the owners of the estates don't change their behaviour to try and avoid this new tax.
Program Host / Narrator
And this is the real world. So we know that changes to tax create incentives to arrange your affairs differently. And that's perfectly legal.
Tim Harford
Perfectly legal. There are various options available. This is Dan Needle, a former tax lawyer, now the founder of the think tank Tax Policy Associates. Inheritance tax is often said to be a tax on people who don't trust their children. That's because if you give stuff to your kids and then you live seven years, you're entirely outside inheritance tax.
Program Host / Narrator
What a life hack. But if it's that simple. I'm surprised that this tax would affect anyone or raise any money at all.
Tim Harford
Well, not everyone can use this strategy. So, for example, you might not be able to give large amounts of assets to your children. You might need those to actually live on. And people do, of course, sometimes die young without much warning. But there's another reason why farmers might struggle to avoid this tax, at least in the near future. So if these rules had been around.
Program Host / Narrator
Forever, then farmers would have given their.
Tim Harford
Farms to their children when they were still relatively young. But of course, it's recently come in, and if you're a farmer in your early 50s, you can still do that. If you're a farmer in your 70s, then there's a real chance that you will die within seven years and that planning won't work. And we can see this effect in the revenue projections for this tax from the Office for Budget Responsibility, the obr. They're the independent body that costs government policies. So the OBR factor in what they call a behavioural response. The stuff that people will do that means they'll pay less tax. Normally, the behavioural response is kind of constant over time. Here, the behavioural response ramps up. It triples over three years. And the reason for that is that the strategy of giving all your stuff away is unavailable to elderly farmers now. They're locked in. And so you'll get an artificially high revenue from the tax in the early years. Over time, as you get into the years where people will already have given their stuff away, the revenues from the tax decline.
Program Host / Narrator
Thank you, Nathan. And thanks to Professor Arun Advani and to Dan Needle. At the recent Conservative Party conference, the Shadow Work and Pension Secretary Helen Whately made a speech decrying the millions of people who are sitting on the sofa at home instead of working. Her speech included this. Millions are getting benefits for anxiety and.
Stuart MacDonald
ADHD along with a free motability car.
Program Host / Narrator
Motability has become big news in recent months. For years, it was a low profile scheme that allowed disabled people who were assessed as needing extra support with their mobility to to get a new car with insurance and servicing through the motability scheme. In exchange for that, they accept a lower cash payment from their disability benefit. But then this year, it came to light that 20% of new cars are now bought through the motability scheme. In Northern Ireland, the figure rises to 50%. And that sounds like a lot of cars, but is it true that millions of people are getting motability cars for conditions such as ADHD and and anxiety? Tom Waters is The man from the Institute for Fiscal Studies who knows his way around the benefits data.
Tom Waters
So if we look at the number of people who are working age who are getting disability benefits there, there's about 600,000, a little bit less than 600,000 that are getting it for things like anxiety disorders and ADHD. Of those, about a third or so, about 190,000 get what's called the enhanced mobility element of the benefit. And that's what's required to get a car through motability. But it's worth noting, certainly not everyone who gets that will have a car. But that's the minimum requirement.
Program Host / Narrator
Right. So we can put an upper bound on it and say that there are 200,000 or fewer people who might be getting a motability car because of anxiety, ADHD or similar.
Tom Waters
I think that's about right.
Program Host / Narrator
Okay, right. So definitely not millions. I mean, is there any other way of looking at the data that might make that claim true?
Tom Waters
So motability say that they have 860,000 people who currently have a vehicle through them. It's worth noting that's not all cars. They also provide scooters and wheelchairs. So that's most of the way to a million.
Program Host / Narrator
But that's for any reason, right?
Tom Waters
For any reason, exactly.
Program Host / Narrator
And they're not all cars.
Tom Waters
And they're not all cars.
Program Host / Narrator
Tom says there's another group of people who claim benefits for health conditions, the people who get the health element of universal credit. But the data on that group is not good.
Tom Waters
We don't have particular data on what kinds of conditions people have.
Program Host / Narrator
And what's more, you can't use universal credit to get a motability car. So I'm going to call it. That claim about millions of people getting a motability car because of anxiety and ADHD isn't true. Fewer than a million people have a motability car for any reason at all, and far fewer because of anxiety and adhd. However, the theme of motability benefits and ADHD came up again at the conference, this time in the big speech of Conservative leader David we will restrict motability.
Stuart MacDonald
Vehicles to people with serious disabilities. Those cars are not for people with adhd.
Program Host / Narrator
Now, after she gave that speech, people popped up on the Twitter to say, this is absurd. Nobody gets a motability car when they claim PIP for adhd. I mean, is that right?
Tom Waters
So I don't think it's true. There's nobody who gets it. If you look at the benefit as a whole, that gets you onto motability. So Personal independence payment. There's about 88,000 people who are getting it for ADHD. Of those, about half of them, 43,000 get this enhanced mobility award. So that means they could, in principle, they could get a car through Motability, but 43,000 in the grand scheme of the number of people claiming the benefit is fairly small. And again, as we've been saying, it won't be all of those 43,000 who do get a car through the scheme.
Program Host / Narrator
These 43,000 claimants are quite interesting from a data perspective. 21,000 of them, nearly half, are very young, aged 16 to 19. Only about 7,000 are over 30. And you may still be wondering how this works, because unless you know how PIP is assessed, you might think the mobility payment is for people who are less mobile in that, for example, they can't walk and need a wheelchair. But that's only half of the mobility assessment.
Tom Waters
So in order to get this enhanced mobility payment, they assess you on two kind of categories of things. One is are you able to plan and follow journeys? And the other one is moving around. So the moving around one in one sense is a bit simpler. It's about how far you can walk, aided or unaided. The planning and following journeys category they're trying to assess you on, are you able to follow a familiar journey without the help of another person? Things like that. And so perhaps it might be that for some people with adhd, that that condition makes it more difficult for them to plan and follow journeys, for example. I think another important point just knocking around in the background here is we've been talking about the number of people who get this benefit for a particular condition, for ADHD or whatever else. But of course, people can have lots of different health problems, and all we know in the data is what the DWP calls their main disabling condition. But it could be that you have ADHD and actually you've got several other health conditions and those ones could make it more difficult for you to get around.
Program Host / Narrator
To receive the enhanced mobility part of pip, which could get you a motability car, you. You have to score a combined 12 points on the two mobility questions, each of which score a maximum of 12. If you score zero for the part assessing whether you can physically move around, then you'd need 12 points on the planning part by being assessed that you cannot follow the route of a familiar journey without another person, an assistance dog or an orientation aid. The key thing to understand is that PIP is assessed on the basis of what you can do rather than what condition you have.
Tom Waters
So medical assessments can be part of the evidence that the decision makers at DWP use to make their assessments. But fundamentally you get points in the assessment for inability to do particular activities.
Program Host / Narrator
This means that it's not at all clear how Kemi Badenoch would fulfil her promise of preventing people with specific conditions, such as adhd, from receiving motability cars. Because PIP assessments aren't determined by specific conditions, that promise wouldn't just be a tweak, it would require a radical rethinking of how disability benefits work. Thanks to Tom Waters of the Institute for Fiscal Studies. Loyal listener Joseph got in touch to ask us about an advert for this year's MoveMB, a charity fundraising drive you might have heard of Movember. It's a campaign where people who are follically blessed grow moustaches to raise awareness for male health issues such as prostate cancer, testicular cancer and suicide. The advert claimed that two in five men die too young. A sobering stat, but also not a very clear one. What does too young actually mean? Younger than we'd prefer. That's a lot of people. Younger than the average life expectancy. That's also a lot of people. It's all quite vague and we really do not like vague like a bodybuilder. I'm craving definition, specifically, what do they mean by too young?
Stuart MacDonald
Yeah, so there's the key question, Tim.
Program Host / Narrator
Ah, good. We are in the capable hands of Stuart MacDonald, who, as well as being an actuary and a partner at the consultancy lcp, is also a friend of the programme. He's looked at the report. The statistics originated in the Face Of Men's Health, published by Movember.
Stuart MacDonald
The definition used here is under the age of 75.
Program Host / Narrator
Under 75.
Stuart MacDonald
It's a number that's been used historically by the Office for National Statistics and others as a definition of premature deaths. So it may not be exactly what people are thinking of when they think about people dying too young.
Program Host / Narrator
Now, we're not suggesting that anyone over the age of 75 is basically disposable. Lots of people live full, happy lives well beyond the age of 75. And it's sad when someone doesn't make it that far. But 75 is only three years off the average life expectancy for men. So statistically speaking, should we really be surprised that a lot of people don't live longer than that?
Stuart MacDonald
So they're really just saying that 40%. 4 in 10 are dying before 75 and 6 out of 10 are dying after. It's just an analysis of the distribution of the deaths in the sense that the 75 is close to life expectancy. It's almost a half of people die before life expectancy, half of people die after. Type analysis.
Program Host / Narrator
Now Movember do not mention the 75 age limit in their advertising, but it is mentioned within the report. They use data from well known institutions to back up this claim.
Stuart MacDonald
They've used the distribution of deaths in 2021. So they've looked at the Office for National Statistics and the equivalent statistical bodies for Scotland, Northern Ireland and looked at the deaths in 2021. I would say that what they've done, while true, is not the ideal way to consider this because when you look at just the number of people that die in a particular year, this depends as much on the age distribution of the population as it does on the death rates. And it's particularly interesting when we're looking at an under age 75 statistic that in 2021, the year they've used the post World War II baby bone cohort were age 74. So you have this very large group of people towards the upper end of that under age 75 age group and indeed these dominate, if you like, the under 75 deaths. So about two thirds of the people who died below age 75 were over the age of 60.
Program Host / Narrator
Stewart's point is that if you're looking at how many people died this year as a way of estimating how many people died before the age of 75, your answer is hugely dependent on the shape of the population pyramid. If lots of people are under 30, you're not going to see many deaths. But if there's a bulge in people between the ages of 60 and 75, and right now there is, then you'll see a lot more deaths before the age of 75. But should we really conclude that the ages between 60 and 75 are extra risky right now just because there happen to be a lot of people born between 1950 and 1965?
Stuart MacDonald
A better approach I would say would be to use the National Life Tables.
Program Host / Narrator
The National Life Tables measure how long people can expect to live. By looking at data on population sizes and births and deaths over a three year period, it helps smooth out any bumps from larger than usual cohorts. And if you use this data set, the likelihood of men dying before age 75 falls.
Stuart MacDonald
The chance of a man dying before age 75 is about 3 in 10. So quite a bit lower than the 4 in 10 implied by the Movember statistic.
Program Host / Narrator
Still lower, still possibly too high. What happens if we break those deaths down by age brackets?
Stuart MacDonald
The chance of dying before age 40 is around 2% for men today and the chance of dying before age 60 is. Is around 10%. Death rates then start to increase and as we've said, the chance of dying before age 75 is about 30%.
Program Host / Narrator
One final thing for your consideration. We've been talking a bit about life expectancy as if it's one thing, but it's actually all sorts of different things depending on the measure you're using.
Stuart MacDonald
Yes, exactly. That's one of the reasons that life expectancy is what we call a skewed statistic. You can think of period life expectancy as a mean average, so it's about 79 currently for men and 83 for women. But actually the median, the age that half of us live to is higher than that. It's 82 for men and 85 for women. And actually the age at which you are most likely to die, the mode is higher still. So that's 87 for men and 89 for women.
Program Host / Narrator
Thank you, Stuart. Always good to discuss death with a teary and upbeat conclusion. America is changing and so is the world. But what's happening in America isn't just a cause of global upheaval. It's also a symptom of disruption that's happening everywhere. I'm Asma Khalid in Washington, dc. I'm Tristan Redman in London, and this is the Global Story. Every weekday, we'll bring you a story from this intersection where the world and America meet. Listen on BBC.com or wherever you get your podcasts. In ancient Greece, one man, nay, one legend, completed a task so utterly beyond human comprehension that the effort of physical exertion was his final act. His name, Pheidippides. His feet. He ran from the battlefield at Marathon through the hills to Athens to bring news of the Athenian victory over the Persian invaders. And that's 26 miles, more or less. It's a long way anyway. And in London each spring, tens of thousands embrace the spirit of brave Pheidippides, taking on this impossible distance. Those who dare are ranked among legends. And next year, dear listener, I hope to join them. Having, like many a man with a midlife crisis before me, got myself a charity place on the London Marathon. But unlike most, I have a radio programme about numbers and an editor who let me use our precious air time to answer my most urgent question. How should I train to get a good time?
Dr. Danny Munith
Full disclosure, I have never run a marathon. I've done a few half Marathons, but I've never done one is on my bucket list.
Program Host / Narrator
Well, never mind about that. This is Dr. Danny Munith, a lecturer in exercise physiology at the University of Hertfordshire. And Danny has done exactly the study I wanted to look at.
Dr. Danny Munith
We've looked at a very large data set of recreational runners, just over 100,000 of them prior to the marathon.
Program Host / Narrator
This is data from the running app Strava, by the way.
Dr. Danny Munith
And the data set contains all of the running training for the 16 weeks prior to the marathon. It contains basically how far did they run, how fast did they go, and so on.
Program Host / Narrator
Wow. Okay.
Dr. Danny Munith
We did this analysis on basically how people train, what do you do and how that is associated with your performance on the marathon.
Program Host / Narrator
By analyzing this massive data set, which included some very fast runners along with ordinary joes like me, Danny found two key themes. Theme one, I need to run a lot.
Dr. Danny Munith
Those that did the marathon quicker also were those that trained more. So there is a clear dose response relationship between what do you do in your training and what can you do on the day of the marathon.
Program Host / Narrator
That seems obvious. The more you run, the faster you run. And this isn't necessarily a one way causal relationship. Maybe more talented runners get better times and also choose to run more for the joy of it. But let's be realistic. Broadly speaking, running more in training probably does cause faster times on race day. Got it. But it's not just how much you run, it's how you run. Danny's research broke his training data down into different levels of exertion known as zones 1, 2 and 3. There are all kinds of much debated biological markers for these zones. But to give a rough idea, Danny gave this.
Dr. Danny Munith
So let's say that you go out for a run with your mate. If you can go out and have a bit of a conversation during that run, that means that you are probably in zone one. If during that training session you start to struggle to keep the conversation and it's your friend doing most of the talking and you are just listening, that probably suggests that you are starting to transition into zone two or zone three.
Program Host / Narrator
So zone one is a gentle jog. Zone three is hardcore maximum pace for a few minutes or maybe even a few seconds. And the question, which is definitely for general interest and not just something I'm going to obsess over during training, is there an optimal split in terms of time?
Dr. Danny Munith
In the media it's been portrayed at the 80, 20 split is the kind of the best or the optimal training strategy. That means that you do 70, 80% of your training in zone one. Crucially, you do very little in zone two and you do the remaining 15, 20% in zone three. That has been criticized. And I think what most researchers agree is that you need to do a lot of high volume in Zone one, then the exact a split of Zone two and Zone three is likely to be dependent on the specifics of the event. And it's something that people still argue. I am of the opinion that, for example, for the marathon, the marathon is likely to be done in Zone two, and that's what our data shows as well, that you need to accumulate most of the training Zone one, a little bit in Zone two, and do still a little bit of training in Zone three. As we've been discussing.
Program Host / Narrator
Now, I am curious, you've got a little bit of data about my training habits. Can you give me a sort of target or an estimated performance at the London Marathon in April?
Dr. Danny Munith
So that's a difficult question, I have to say, but what I've done is calculate how much training you've been doing on average is around 30 to 40 kilometers per week. And what we're seeing in the dataset that we've got access to is that those that do similar training to what you are currently doing do the marathon in around close to four hours.
Program Host / Narrator
I'd be happy with that. Danny did what he could with the data he had, but to be honest, we all need better data. So I might just pop down to his lab sometime and do all the proper tests with the treadmill and the face mask and all of that. For you listeners, of course, not for my foolish pride. Oh, no. Thanks to Danny Munith. And that's it for this week and indeed this series. But you can find our shorter Saturday podcast by searching for more or less behind the stats on BBC Sounds, which is also the place to find my other show, Cautionary Tales with Tim Harford and the Briefing Room, which from Thursday this week is about the UK's data crisis. We'll be back on Radio 4 in December. Until then, Goodbye More or Less was presented by me, Tim Harford. The producer was Tom Coles with Nathan Gower and Lizzie McNeil. The production coordinator was Maria Ugandoly. The programme was recorded and mixed by Gareth Jones. Our editor is Richard Varden. Can you speak for 60 seconds on the time I went to Sue Perkins.
Tim Harford
Birthday party starting now. I wasn't invited.
Program Host / Narrator
Sue Perkins returns with the one minute speaking challenge. That was the start of my secret journey into the chasm of odds. What is he talking about? Panelists including Stephen Mangan, Patterson, Joseph and Zoe Lyons.
Stuart MacDonald
I was only once invited to Sue Perkins.
Program Host / Narrator
Oh, aren't you lucky? The new series of Just a minute from BBC Radio 4. It's all quite, quite bitter, isn't it? Welcome to the game.
Tim Harford
Oh, yeah.
Program Host / Narrator
Listen now on BBC Sounds. America is changing and so is the world. But what's happening in America isn't just the cause of global upheaval. It's also a symptom of disruption that's happening everywhere. I'm Asma Khalid in Washington, dc. I'm Tristan Redman in London, and this is the Global Story. Every weekday, we'll bring you a story from this intersection where the world and America meet. Listen on BBC.com or wherever you get your podcasts.
Episode: Are millions of people getting Motability cars for anxiety and ADHD?
Host: Tim Harford (BBC Radio 4)
Date: October 15, 2025
In this episode, Tim Harford and the More or Less team critically examine several statistical claims that have been circulating in UK political discourse and media. The central theme is demystifying the numbers and investigating the validity behind statements about disability benefits (especially the Motability car scheme and conditions such as anxiety and ADHD), inheritance tax changes for farmers, and other health-related statistics. The episode also features a segment on marathon training, applying statistical insights to everyday life.
Claim Examined:
Anna Turley MP claimed that "97% of farmers aren't affected" by proposed inheritance tax changes.
Policy Outline:
Clarification of the Statistics:
Expert Input:
"That number is actually closer to 31%." (04:43)
Real Impact:
Behavioural Effects:
Claim Examined:
At the Conservative Party conference, leaders claimed "millions" are receiving Motability cars for anxiety and ADHD.
Scheme Explained:
The Real Numbers:
Working-age disability benefits for anxiety/ADHD:
"About a third or so, about 190,000 get what's called the enhanced mobility element of the benefit. And that's what's required to get a car through Motability. But...certainly not everyone who gets that will have a car." – Tom Waters (10:20)
Total Participants:
Upright Bound:
ADHD Specifics:
Why Might ADHD Qualify?
"Perhaps it might be that for some people with ADHD, that condition makes it more difficult for them to plan and follow journeys." – Tom Waters (14:02)
Policy Implications:
Claim Examined:
Movember campaign claims "two in five men die too young."
Definition of 'Too Young':
"The definition used here is under the age of 75." – Stuart MacDonald (17:40)
Actual Numbers:
Host Tim Harford discusses his marathon training effort and seeks advice grounded in data.
Analysis based on over 100,000 runners' Strava data before the marathon (24:39).
Findings:
"Those that did the marathon quicker also were those that trained more. So there is a clear dose response relationship between ... training and ... performance." (25:24)
Host Training Assessment:
"Those that do similar training to what you are currently doing do the marathon in around close to four hours." – Dr. Danny Munith (28:11)
On misleading inheritance tax claims:
"It's wrong. It's very wrong." — Tim Harford (04:08–04:09)
On Motability eligibility:
"Definitely not millions." — Program Host / Narrator (11:10)
On ADHD and qualifying for Motability:
"It's not at all clear how Kemi Badenoch would fulfil her promise of preventing people with specific conditions, such as ADHD, from receiving Motability cars. Because PIP assessments aren't determined by specific conditions, that promise wouldn't just be a tweak, it would require a radical rethinking of how disability benefits work." (15:56)
On 'dying too young':
"75 is only three years off the average life expectancy for men. So statistically speaking, should we really be surprised that a lot of people don't live longer than that?" — Program Host / Narrator (18:03)
| Segment/Claim | Actual Stat / Takeaway | Timestamp | |---------------------------------------------------|-----------------------------------------------|------------| | Farmers inheritance tax reform affects only 3% | Actually about 31% of farm estates | 04:34 | | Millions get Motability cars for anxiety/ADHD | <200k eligible, fewer actually get a car | 10:20–11:10| | All/nearly all Motability cars go for ADHD | About 43,000 with ADHD could qualify; most don’t| 12:53 | | Two in five men die "too young" | Defined as under 75; actual risk is 3 in 10 | 21:13 | | Marathon training for best time | Run more, mostly at moderate pace (Zone 1) | 25:24 |
The episode expertly debunks misleading statistics about disability benefits and farmers' inheritance tax, providing nuanced, expert-backed explanations. Listeners are left with a greater appreciation of how numbers can be misrepresented—and the importance of context, definitions, and critical thinking. The segment on marathon training brings statistical thinking into everyday life, underscoring the show’s mission to provide clarity, accuracy, and useful insight “behind the stats.”