Latest / Truth in Motion with Dr. Jocelyn / Half of What? Average and Risk
Transcript
- 0:02SPEAKER_00: Welcome to Truth in Motion with Dr.
- 0:05SPEAKER_00: Jocelyn, where insight, clarity, and wisdom help you thrive.
- 0:09SPEAKER_00: Hi friends, glad you're here with me today.
- 0:13SPEAKER_00: Yesterday we asked who was counted.
- 0:17SPEAKER_00: We saw a giant poll miss an election because it counted the wrong people, and a famous aspirin study that counted only men.
- 0:27SPEAKER_00: A number is only as good as the people behind it.
- 0:31SPEAKER_00: Today we look at two small words that carry enormous weight.
- 0:36SPEAKER_00: The word average and the word risk.
- 0:40SPEAKER_00: In October of 1995, British health authorities sent out a warning.
- 0:45SPEAKER_00: A newer generation of birth control pills, it said, carried twice the risk of dangerous blood clots compared with the older pills.
- 0:55SPEAKER_00: Twice.
- 0:56SPEAKER_00: A hundred percent increase.
- 0:58SPEAKER_00: The story was everywhere.
- 1:00SPEAKER_00: Women were frightened, many stopped taking their pill, some overnight.
- 1:06SPEAKER_00: Here is what the headline didn't say.
- 1:09SPEAKER_00: On the older pills, about one woman in 7,000 would develop a clot.
- 1:14SPEAKER_00: On the newer pills, about two women in 7,000.
- 1:22SPEAKER_00: That is what quote unquote doubled meant.
- 1:25SPEAKER_00: And what happened next was real.
- 1:28SPEAKER_00: In the year that followed, England and Wales saw about 26,000 more pregnancies than the year before, and more than 13,000 additional abortions.
- 1:40SPEAKER_00: A trend that had been falling for five years turned around.
- 1:44SPEAKER_00: The numbers weren't false, the risk really had doubled, but the way it was told changed thousands of lives.
- 1:53SPEAKER_00: Why does this matter?
- 1:55SPEAKER_00: Because every one of us is making decisions from these words, whether to start a medication, whether to stop one, whether to have the screening, the procedure, the surgery.
- 2:06SPEAKER_00: And the same true fact can be told in a way that makes us run towards something or run away from it, scare us off a pill, or sell us one.
- 2:17SPEAKER_00: Many of us have walked out of an appointment with a percentage ringing in our ears.
- 2:22SPEAKER_00: This cuts your risk by half.
- 2:25SPEAKER_00: Without anyone ever saying half of what?
- 2:28SPEAKER_00: Or heard that the average person recovers in six weeks and wondered what was wrong with us at week 10.
- 2:36SPEAKER_00: An average can make a perfectly normal body feel like a failure.
- 2:41SPEAKER_00: When we don't know what a number means, someone else is making the decision for us.
- 2:47SPEAKER_00: Here's where I stand.
- 2:49SPEAKER_00: I believe every patient deserves to hear risk in plain counts.
- 2:54SPEAKER_00: Out of a hundred people like me, how many does this help?
- 2:59SPEAKER_00: How many does it harm?
- 3:01SPEAKER_00: If a practitioner, a company, or a headline can't answer that, the percentage they're giving me is a sales pitch, not information.
- 3:11SPEAKER_00: And I'll say it plainly.
- 3:12SPEAKER_00: Relative risk is the language of marketing.
- 3:16SPEAKER_00: It makes small effects sound big.
- 3:18SPEAKER_00: When a drug company has a choice between 44% and about one in a hundred, we already know which one goes in the ad.
- 3:27SPEAKER_00: That's not a reason to refuse every medicine.
- 3:31SPEAKER_00: It's a reason to insist on the whole picture, so the choice is truly ours.
- 3:36SPEAKER_00: And it's one more reason I start with the gentlest, safest option first.
- 3:42SPEAKER_00: Because when the benefit of the strong option turns out to be small, the cost of it matters even more.
- 3:49SPEAKER_00: Let's start with the word average.
- 3:53SPEAKER_00: In 1954, a journalist named Daryl Huff wrote a little book called How to Lie with Statistics.
- 4:00SPEAKER_00: On Monday, we talked about who later paid him, but his book still teaches something true.
- 4:07SPEAKER_00: In one chapter called The Well Chosen Average, he describes a single neighborhood.
- 4:13SPEAKER_00: A real estate agent trying to sell you a house tells you the average income in the neighborhood is$15,000 a year.
- 4:21SPEAKER_00: In the 1950s, that's wealthy.
- 4:24SPEAKER_00: Later, the same neighborhood is fighting a tax increase.
- 4:28SPEAKER_00: Now a neighbor tells you the average income there is only$3,500.
- 4:34SPEAKER_00: Same people, same incomes, same year.
- 4:38SPEAKER_00: As Huff wrote, both are legitimate averages, legally arrived at.
- 4:44SPEAKER_00: How?
- 4:45SPEAKER_00: The first number is the mean.
- 4:48SPEAKER_00: You add up every family's income and divide by the number of families.
- 4:53SPEAKER_00: A few very wealthy families who kept weekend homes there pulled the number way up.
- 5:00SPEAKER_00: The second number is the median.
- 5:03SPEAKER_00: Line every family up from the lowest to the highest and take the one in the middle.
- 5:08SPEAKER_00: Half earn more, half earn less.
- 5:12SPEAKER_00: There's a third kind too, the mode.
- 5:15SPEAKER_00: That's simply the most common value.
- 5:18SPEAKER_00: The income more families have than any other.
- 5:23SPEAKER_00: Three kinds of average, three different numbers.
- 5:26SPEAKER_00: And whoever is talking gets to choose which one we hear.
- 5:31SPEAKER_00: So when we hear average, the first question is which average?
- 5:36SPEAKER_00: Now let me tell you how one man used that question to save his own hope.
- 5:42SPEAKER_00: In July of 1982, a Harvard scientist named Stephen Jay Gould was diagnosed with abdominal mesothelioma, a rare and serious cancer.
- 5:54SPEAKER_00: He went to the medical library and read that the median's survival was eight months after discovery.
- 6:01SPEAKER_00: Eight months.
- 6:02SPEAKER_00: Most people would hear that as I have eight months to live.
- 6:06SPEAKER_00: Gould heard it differently.
- 6:08SPEAKER_00: He knew what a median is.
- 6:10SPEAKER_00: It means half the people lived less than eight months and half lived longer.
- 6:15SPEAKER_00: And he knew something else.
- 6:17SPEAKER_00: Nobody can live less than zero months.
- 6:20SPEAKER_00: So the people below the median are all squeezed into those first eight months.
- 6:26SPEAKER_00: But the people above it can stretch out for years.
- 6:30SPEAKER_00: He looked at himself, young, diagnosed early, with good care available.
- 6:36SPEAKER_00: He had every reason to believe he could be in that long tale.
- 6:41SPEAKER_00: He wrote about it in 1985 in an essay called The Median Isn't the Message.
- 6:47SPEAKER_00: One line from it has stayed with doctors and patients ever since.
- 6:51SPEAKER_00: Quote, variation is the hard reality, unquote.
- 6:56SPEAKER_00: Stephen Jay Gould died in 2002, 20 years after his diagnosis.
- 7:03SPEAKER_00: An average describes a crowd.
- 7:05SPEAKER_00: It doesn't decide what happens to any one person in it.
- 7:10SPEAKER_00: You are not a median.
- 7:12SPEAKER_00: Now let's look at the word risk.
- 7:15SPEAKER_00: In 2008, a study called Jupiter was published in the New England Journal of Medicine.
- 7:22SPEAKER_00: It tested a cholesterol drug called Rosuvastatin, sold as Crestor, in people who had normal cholesterol but a raised marker of inflammation.
- 7:34SPEAKER_00: Nearly 18,000 people took part.
- 7:37SPEAKER_00: The trial was paid for by AstraZeneca, the company that makes crestor.
- 7:42SPEAKER_00: The headline result, the drug-reduced heart attacks, strokes, and related events by 44%.
- 7:50SPEAKER_00: 44%, that's a number that gets written on whiteboards and printed in ads.
- 7:56SPEAKER_00: Now let's look behind it.
- 7:58SPEAKER_00: About 8,900 people took the drug.
- 8:02SPEAKER_00: About 8,900 people took a placebo.
- 8:05SPEAKER_00: In the placebo group, 251 people had one of these events.
- 8:12SPEAKER_00: In the drug group, 142.
- 8:16SPEAKER_00: Out of every 100 people, that's about 2.8 on placebo and about 1.6 on the drug.
- 8:24SPEAKER_00: A difference of a little more than one person in a hundred.
- 8:28SPEAKER_00: The researchers' own figures put it this way.
- 8:32SPEAKER_00: About 95 people would need to take the drug for two years for one person to avoid one of these events.
- 8:48SPEAKER_00: And there's more.
- 8:50SPEAKER_00: The trial was planned to run for up to five years.
- 8:53SPEAKER_00: It was stopped early at a median of under two years.
- 8:58SPEAKER_00: Because the benefit looked so good.
- 9:01SPEAKER_00: Which means we don't know what longer use in these people looks like from that trial.
- 9:06SPEAKER_00: And in the drug group, 270 people were diagnosed with diabetes, compared with 216 on placebo.
- 9:16SPEAKER_00: 44% is true.
- 9:18SPEAKER_00: One in a hundred is also true.
- 9:21SPEAKER_00: Only one of them tells us what it means for us.
- 9:25SPEAKER_00: Let me make this real.
- 9:27SPEAKER_00: Picture two different conversations in two different exam rooms about the very same drug built on the very same study.
- 9:35SPEAKER_00: In the first room, the patient hears this.
- 9:38SPEAKER_00: There's a medication that lowers your risk of heart attack and stroke by 44%.
- 9:44SPEAKER_00: I'd recommend starting it.
- 9:46SPEAKER_00: Who says no to that?
- 9:48SPEAKER_00: Almost nobody.
- 9:50SPEAKER_00: In the second room, the patient hears this.
- 9:53SPEAKER_00: Out of a hundred people like you, about three would have a heart attack, stroke, or similar event over the next two years without this medication.
- 10:03SPEAKER_00: With it, between one and two.
- 10:05SPEAKER_00: So about one person in a hundred avoids that event.
- 10:13SPEAKER_00: There was also a small rise in diabetes diagnosis.
- 10:18SPEAKER_00: What would you like to do?
- 10:20SPEAKER_00: Same drug, same study, same truth.
- 10:24SPEAKER_00: Some people in that second room will still say yes, and that's a good informed choice.
- 10:30SPEAKER_00: Some will say, let me first try changing how I eat, how I move, how I sleep, and check again in six months.
- 10:37SPEAKER_00: And that's a good informed choice too.
- 10:40SPEAKER_00: The difference isn't the answer.
- 10:42SPEAKER_00: The difference is that in the second room, the patient is the one deciding.
- 10:48SPEAKER_00: That's what I want for every one of us, not to be talked into something or scared out of something by a number we didn't understand, to be handed the real numbers and trusted with them.
- 11:01SPEAKER_00: So how do we protect ourselves?
- 11:04SPEAKER_00: Here's what I want us to carry.
- 11:06SPEAKER_00: When we hear a percentage, we ask percent of what?
- 11:11SPEAKER_00: Relative risk compares two groups to each other.
- 11:15SPEAKER_00: Absolute risk tells us how many people out of a hundred or a thousand are actually affected.
- 11:22SPEAKER_00: A drop from two in a hundred to one in a hundred can be called cut in half.
- 11:28SPEAKER_00: It's also one person in a hundred.
- 11:31SPEAKER_00: We ask over how long?
- 11:34SPEAKER_00: One in a hundred over two years is different from one in a hundred over a lifetime.
- 11:40SPEAKER_00: We ask how many people need to take it for one person to benefit.
- 11:45SPEAKER_00: Researchers call this the number needed to treat.
- 11:49SPEAKER_00: The closer it is to one, the stronger the treatment.
- 11:52SPEAKER_00: When it's 95, we know most people taking it won't see that particular benefit.
- 11:59SPEAKER_00: We ask, and what does it cost?
- 12:02SPEAKER_00: Every benefit has a price.
- 12:05SPEAKER_00: Side effects, money, time, what it does to the body over the years.
- 12:11SPEAKER_00: The same honest count belongs on that side of the scale too.
- 12:16SPEAKER_00: And when we hear average, we ask, which average?
- 12:20SPEAKER_00: And how spread out are the people around it?
- 12:23SPEAKER_00: These aren't hard questions.
- 12:24SPEAKER_00: They are just questions most of us were never taught to ask.
- 12:29SPEAKER_00: Here's what honest risk sounds like.
- 12:32SPEAKER_00: Out of a hundred people like you, over five years, about this many will have this problem without the treatment.
- 12:40SPEAKER_00: With it, about this many.
- 12:42SPEAKER_00: And about this many will have this side effect.
- 12:45SPEAKER_00: That's it.
- 12:46SPEAKER_00: Plain counts, a time frame, both sides of the scale.
- 12:51SPEAKER_00: In my treatment room, that's how I want to talk with every person about every option, including the ones I offer.
- 12:58SPEAKER_00: When we can see the whole picture, we can choose.
- 13:01SPEAKER_00: And choosing freely with our eyes open is where healing starts.
- 13:06SPEAKER_00: This week we look behind the number.
- 13:10SPEAKER_00: Here's today's practice.
- 13:12SPEAKER_00: Find one health claim that uses a percentage, an ad, a news story, a label.
- 13:18SPEAKER_00: Then try to turn it into plain counts.
- 13:21SPEAKER_00: Out of a hundred people, how many before, how many after, over how long?
- 13:27SPEAKER_00: If you can't find those numbers, write that down.
- 13:30SPEAKER_00: That empty space is information too.
- 13:34SPEAKER_00: Today we saw a doubled risk that meant one more woman in 7,000 and the thousands of lives changed by how it was told.
- 13:43SPEAKER_00: We saw a neighborhood with two true averages,$15,000 and$3,500.
- 13:50SPEAKER_00: We saw a scientist here eight months and live 20 years because he knew what a median is.
- 13:58SPEAKER_00: And we saw a 44% benefit become about one person in a hundred.
- 14:03SPEAKER_00: And we saw why it matters.
- 14:05SPEAKER_00: The same true number can scare us or sell us.
- 14:09SPEAKER_00: When we turn it into plain counts, we get the choice back.
- 14:13SPEAKER_00: Tomorrow we look at pictures.
- 14:15SPEAKER_00: How a graph can tell a story the numbers themselves don't.
- 14:20SPEAKER_00: I'll meet you there.
- 14:22SPEAKER_00: Keep the conversation going.
- 14:24SPEAKER_00: Find your next steps in notes from a fellow traveler, my blog.