
Guest essay by Eric Worrall
A new study claims exposure during early childhood to temperatures above 90F (32C) permanently damages the child’s earning potential.
Climate Change Might Lower Salaries
The more 90-degree days a fetus or infant endured, the lower his or her earnings in adulthood.
OLGA KHAZAN
Even if countries take moderate action on climate change, by the end of this century, Phoenix is expected to have an extra month of days above 95 degrees Fahrenheit, while Washington, D.C., is expected to have another three weeks of these sweltering days, as the Climate Impact Lab and New York Times reported.
A new study suggests that even days that are an average of 90 degrees Fahrenheit, or 32 Celsius, might have long-term, negative impacts on developing fetuses. The stress of the hot weather might show up as reduced human capital once those fetuses reach adulthood.
Maya Rossin-Slater, a health-policy professor at Stanford University, said she and her team wanted to understand the long-term consequences of climate change on people. For the study, published today in the Proceedings of the National Academy of Sciences, she and other researchers looked at data on births, weather, and earnings in half the states in the United States. For a given county, on a given day, they measured how many days above 90 degrees a child born that day would have experienced during gestation and during their first year of life. They then compared that person’s salary as an adult to someone born in that same county on that same day in other years.
It turned out fetuses and infants exposed to a single extra 90-plus degree day made $30 less a year, on average, or $430 less over the course of their entire lifetimes. Right now, the average American only experiences one such day a year. (This study looked at the average temperature throughout the entire day, not the highest temperature that day.) By the end of the century, there will be about 43 such days a year.
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Read more: https://www.theatlantic.com/science/archive/2017/12/hot-weather-fetuses/547406/
The abstract of the study;
Relationship between season of birth, temperature exposure, and later life wellbeing
Adam Isena, Maya Rossin-Slaterb, and Reed Walker
We study how exposure to extreme temperatures in early periods of child development is related to adult economic outcomes measured 30 y later. Our analysis uses administrative earnings records for over 12 million individuals born in the United States between 1969 and 1977, linked to fine-scale, daily weather data and location and date of birth. We calculate the length of time each individual is exposed to different temperatures in utero and in early childhood, and we estimate flexible regression models that allow for nonlinearities in the relationship between temperature and long-run outcomes. We find that an extra day with mean temperatures above 32 °C in utero and in the first year after birth is associated with a 0.1% reduction in adult annual earnings at age 30. Temperature sensitivity is evident in multiple periods of early development, ranging from the first trimester of gestation to age 6–12 mo. We observe that household air-conditioning adoption, which increased dramatically over the time period studied, mitigates nearly all of the estimated temperature sensitivity.
Read more: http://www.pnas.org/content/early/2017/11/28/1702436114.abstract
Unfortunately the full study is paywalled, but I’m concerned about the small scale of the effect the authors claim to have separated from what must be a great deal of noise.
Different states and countries at the same tropical latitude clearly have very different income levels. Singapore has a GDP per capita of $52,000 per annum. Kenya, also on the equator, has an income per capita of $1400 / annum. Ethiopia, slightly further from the equator than Kenya, has a GDP per capita of $700 / annum. Clearly birth temperature is not the only factor affecting income.
Even in the USA which is where the study authors focus their data analysis, there are significant income disparities between states with similar climates. According to Wikipedia, in 2016 California had an income of $58,619 per capita per annum. Oregon, to the North of California has an income of $50,582 – a substantial difference. Washington State, even further North, has an income of $64,454 per capita per annum. A true climate effect – going North causes both a decrease and an increase in income levels.
You wouldn’t have much of a mistake with these disparities to introduce a substantial bias into the results.
There are other more subtle biases which may have been overlooked. Cost of living tends to be substantially higher in cold climates. My personal observation is the need to pay expensive heating bills forces people in cold climates to work harder – I certainly had to work harder to cover the bills in cold months, when I lived in England.
Overheating can damage babies, you have to be very careful with babies in hot weather. But given the noisy impact of other factors on income levels, its difficult to see how that single factor could be reliably extracted from population data.
Update (EW): Tom Judd points out that all babies have already been exposed to 270 days or more of continuous 37C temperatures by the time they are born – well in excess of the 32C cited by the study authors as being the minimum temperature at which their claimed effect is detectable.
What? Is it April first, and I didn’t notice?
With green science, every day is April first…..
Miami……….
http://www.miamiandbeaches.com/-/media/images/miamiandbeaches/plan-your-trip/gettingaround/miami-from-ft-lauderdale/causeway-miami-skyline-612×338.jpg
Singapore
http://futureeverything.org/wp-content/uplipg
Latitude
No! Its Miami, you get your own.
Another absurdly daft confirmation bias paper; written based on the author’s darkest most foul vents.
Some concerns:
How does that work?
“compared… to someone born in that same county on that same day in other years”;
Meaning they compared people of different ages.
A single “extra” day!? Giving the appearance that they’re using some mysterious average.
Supposedly, serious researchers would’ve searched for particularly hot years, then compared some average of lifetime earnings to people born in colder years. Yet, there is not a mention regarding verification/validation.
Got a great CAGW assumption, run with it.
One wonders just how these researchers decided on this particular combination of events?
Hot days during year one is extrapolated to some distant end point with total salary absolutely dependent upon a few 90°+F days.
Any logical researcher could find thousands of possible scenarios between year one and adult life. Yet these clowns chose one specific reading.
It is interesting that these clowns ignore all possible culture impacts to assign a temperature impact. It resembles an Eugenics 21st Century research claim.
“fine-scale, daily weather data and location and date of birth”:
Several gross assumption in this section:
• A) Counties can cover quite large territories. How do these characters achieve “fine-scale” temperatures and weather? Why do they assume the entire county experiences the same temperature and weather?
• B) The assumption that a baby spends their entire first year in the county where they were born.
No moves.
No vacations to the shore/mountains/forests, etc.
No visits to relatives.
No snowbirds heading to hotter climes for the winters.
• C) Administrative earnings… Meaning that California’s tech boom and accompanying stock options, partnerships, sabbaticals, etc. are ignored.
• D) “In utero”… Meaning that researchers assume babies experience external heat, not the Mother’s 98.6°F body temperature…
Please tell me these clowns did this paper for free!?
“Flexible regression models that allow for nonlinearities”…
Fudge factors!
30 years after birth, these researchers identify a 0.1% reduction in earnings based on one extra day that is above 90°F…
And just what are the error bounds for that assumption?
Besides blaming someone’s dissolute life on one single extra 90°+F day; just how many other possibilities were considered?
I suspect the answer to that is none. Meaning these researchers already knew what they intended to prove before beginning research.
I pity the people that actually pay to read that paper.
Eric:
One thing about babies. Mother’s may shade their babies, but they rarely let that babe stay in open air for long. Even on the hottest muggiest days, one can observe Mother’s covering their little ones up.
Which brings up the final question regarding these daft researchers.
1) Why is one 90°F day so critical to a baby that just spent nine months in incubation at 98.6°F?
No error bounds.
No alternative possibilities.
Absurd temperature assumption with the researchers determined to prove 90°F days as the culprit instead of the 98.6°F host Mother.
Wonder if they took inflation into consideration? Never mind that someone sure had to have waaaaay too much time on their hands to come up with this nonsense.
And they wonder why the populace is becoming more “antiscience.” If this is what they keep dishing out, only an idiot would believe in “science.”
How stupid can they get? First, all they “found” (confirmation bias anyone?) was a correlation, and a very weak one at that. Second, those who would be more apt to not have AC would be poorer people, and poor people tend to have a difficult time crossing into the middle class, so there’s your cause right there; being poor. My guess is they would find a similar effect on cold days, although perhaps less pronounced, for the same reason; lack of income, and therefore reduced ability to provide adequate heating.
Um, isn’t a fetus exposed to, I dunno’, like maybe 270 days, more or less, to temperatures approximately 8.6 degrees over 90 degrees.
Or am I goofy
Very good point.
No, you’re not goofy.
To play Devil’s advocate, I suppose it is possible that the mother’s core temperature begins to rise as ambient temperature rises if homeostasis is compromised in the same manner that an air conditioner becomes much less efficient at warmer temperatures because of the diminishment of the sink that absorbs excess heat.
Wonder if those who wrote the paper are aware of data like this:
Hey moron! Didn’t you get the memo? All summer heat wave graphs MUST START at 1946. You need to attend the “approved-graph-gulag” for reeducation.
1958
Well, let us take this to its logical conclusion. Africa is one of the hottest places on Earth and has almost no air conditioning…
Somehow or another, I am thinking that the people making this claim will be unwilling to admit the results of taking their hypothesis to its logical conclusion.
Yes, it is our fault that they are earning less./ sarc
Remember to stop drawing non PC conclusions. Oh yes, my partly very African family is also very clever, I’m not able to play racist if you think I am one.
From the article: “It turned out fetuses and infants exposed to a single extra 90-plus degree day made $30 less a year, on average, or $430 less over the course of their entire lifetimes.”
LOL!!! That’s one of the more ridiculous things I have heard lately.
A whole $430 in a lifetime!
This is just embarrassing and insults everyone’s intelligence.
I cringe – is this science? Wonder who s budget, pockets are milked for such lunacy, who pays these ‘scientists’?
And then:
From The Lancet 20 May 2015
“…Mortality risk attributable to high and low ambient temperature…Most of the temperature-related mortality burden was attributable to the contribution of cold. The effect of days of extreme temperature was substantially less than that attributable to milder but non-optimum weather…”
Last sentence of the Abstract save them:
“We observe that household air-conditioning adoption, which increased dramatically over the time period studied, mitigates nearly all of the estimated temperature sensitivity.”
So actually they are advocating for more electricity usage via more A/C. Bring on the fossil fuels to keep it affordable.
Let see if I got this right:
* They looked at births over a eight year period in half of the states.
* They then determined how much those people earned at age 30.
* Then they identified someone born in the same county on the same date, but a different year.
* And then calculated how much those people earned at age 30.
* And determined that there was an annual earnings delta of 30 bucks between the two and concluded that the difference was due to one being born on a hot day.
* And they looked at 12 million records.
Wow, that was one hell of a study.
What a load of codswallop. My daughter was born mid-summer and for the next 6 weeks the temperature was never under a 100F during the day. We had no air-con and only 32Volt electricity so no fan either. She wore little more than a nappy, and I threw damp nets over the cot.
50 odd years later she is MA of Psychology and has raised a great family. NO impairment there.
Maybe the urbanites of today do not know how to keep cool using physics!
I don’t know what “codswallop” means but it is my new favorite word.
Where oh where are the Eskimos hiding all their money?
This idea is so very strongly suggestive of astrology. I give it the same amount of credence.
I don’t know…I think I would give astrology more credence than this paper. But maybe these folks are astrologers since a statement like this would tend to think one was making a prediction. “By the end of the century, there will be about 43 such days a year.”
Funny how the effects of “climate change” are always bad. It couldn’t be that global warming would *increase* your earnings potential. Is it possible that whenever they find a benefit from warming they ignore it, or they re-torture the data until it becomes a negative?
made $30 less a year, on average, or $430 less over the course of their entire lifetimes.
Definitely “global warming math.” If I figure their numbers correctly at $30 a year less in earnings and $430 less in total then this hypothetical person’s entire working life is less than 15 years.
It is absolutely amazing that anyone can take these lunatics seriously.
I wonder if they took into account Ramadan fasting, which if done during the summer, results in statistically significant rates of defective babies, due to the longer days.
http://www.independent.co.uk/life-style/health-and-families/health-news/pregnant-women-who-fast-for-ramadan-risk-damage-to-their-babies-study-finds-2010055.html
If humans can choose between warm and cool; they should obviously choose warm. We are tall and (relatively) thin, sweat all over and have no fur. We are clearly warm weather animals. However, other than relocating to a different latitude, we have as much control over climate as we do planetary orbital mechanics.
Well, now I have the perfect excuse for all my failings. I was roasted in the 1950s and never recovered. And I’m backed by pal-reviewed sciency looking stuff so nobody can deny that.
She could have proved that stupid people move to Phoenix and breed.
The babies are all fine – its when you start feeding ’em sugar that problems start.
“If yer so smart, howcome you ain’t rich?”
Hold on, they may be correct. Obviously they must have done a long term, double blind study on this subject so why the doubt.
It seems that panicking about imaginary catastrophes has permanently damaged some peoples’ brains.