
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.
…
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.
Discover more from Watts Up With That?
Subscribe to get the latest posts sent to your email.
So anyone who grows up in a desert environment is damaged?
So now I know what my problems can be attributed to. I was raised in the southern United States where the temperatures often stay in the 90s with 90% humidity and we did not have air conditioning until I was 8 years old. “)
Wow, a clumsy гасiаl inference the closer to the tropics you go. I have a son and a daughter who lived with me in the Sahel for a few years, one born there, who faced 100F most days (we had a fan in the house as an air con). We all faced the the riots and ensuing civil war, too – was that a mitigating factor? .
Both won scholarships into U and during their studies . One won the B.C. Provincial math physics prize for high school students for a five year scholarship (they don’t seem to have it anymore or I’ve miss named it – it was almost 40yrs ago).
I call BS on $30 a year earning decrement being significant. My girl, this is statistically zero difference and a bigger difference could even arise by inaccuracies in applying inflation ndices depending on variations in when they earned what! Flip a coin 20 times and see if the diference in heads vs tails relates to anything. Your statistics, as in much of climate science, is trying to tell you the factor isn’t significant. What if it worked out to $15 or 7.50?
I guess Steve McIntyre has had enough of this sort of thing or we would have the pleasure of another worthless paper being retracted. Healthcare workers take the 101 stats course for psychology students.
I think there could be racist implications from this report.
Oh man, this sounds really……..questionable. I will not pay for the paper but I am curious what their design of experiments might be.
Did they engage in p-hacking? (Data mining before creating an H and H0)?
How many variables did this have? If they shrunk down the variables arbitrarily to make the math work…ouch.
Did they use ANOVA? or did they just look at correlation?
Just how big or small is that p-value?
Something seems amiss here, and the only way to know what is to really deep dive into the statistical analysis and design of experiments…..but I smell bias and p-hacking.
I wonder if the authors thought about the tenous link between ….”Correlation and Causation”
Especially in geunine scientific studies?
Aside from everything else that makes this “study” an absolute laughing stock, think about this “inconvenient” fact – the vast majority of the upward “trend” in (“average”) temperature that they are crowing about ISN’T FROM THE DAYTIME HIGH TEMPERATURES INCREASING – it’s from the nighttime LOW temperatures not being s LOW.
Just another enormously stupid attempt to “sell” you the ridiculous notion of “warm = bad.”
Naturally we’ll want to induce delivery of little Johnnie a couple weeks ahead of his anticipated 39 week due date, so he can at least begin to better compete economically with all those significantly premature deliveries also spared so many extra 98.6 degree in utero fetal days (and not just rather incidental outdoor temperature readings during their infancy) so that they are plainly thereby headed for such higher salaries as say climate change outcome researchers apparently reap for so little cause. I get it.
Any of us who hop around these sites see several fake claims daily. It is not merely fantasy. They are just plain lies. The Nazis knew they could prevail if they pushed the big lie continuously while blocking out contradictory information. But here the lies come at you all the time from all directions. Do you ever wonder who is paying for all this?
Yet another Epidemiology Gone Mad study…..
“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.”
An insanely insignificant difference only discoverable through statistical gymnastics worthy of the Olympics — and extremely likely to be actually true in the real world.
So, a 90 degree day experienced as a child makes a person more likely to spend an extra hour at the beach per year instead of at work when they are an adult.
Diet, not temperature, affects foetal development. Warmer is better. Sheesh!
Ah, warmer leads to better food quality/supply etc is what I meant. Oh it’s late…
How come no Eskimo came up with the theory of relativity?
What bloody rubbish. My two oldest kids we born in a small city where +40C temps in summer were a regular thing. We then moved to a couple of small towns with the same summer temp regime. Even the town after that was similarly hot in summer, even though it was further south in Australia. Both kids are now in their 30’s and both went to university. One became a civil engineer and one a food scientist. If a rubbish paper like this were to be correct then mining industry families in Australia would never have smart kids. I pity poor bastard like those who wrote this drivel trying so hard to find a new idea on who supposed AWG can have an impact on anything. Aren’t we rather wasting our collective scientific intellect looking for impossible links of anything to do with AGW just so funding can got?