These show up in our books and workbooks with the correction printed right next to them, not left out. Our
standing rule: where the correction is itself disputed, we write contested, never "debunked".
Overstating a correction costs us more than the original myth ever did.
The thirty-million-word gap
Contested
The original finding came from n = 42 families (Hart & Risley, 1995). A later
study that sampled differently did not find a gap that size (Sperry, Sperry & Miller, 2019,
Child Development). That study is itself rebutted by Golinkoff, Hoff, Rowe, Tamis-LeMonda
& Hirsh-Pasek (2019), who argue it did not sample the same extremes. The direction survives. The
number does not.
"Name it to tame it"
Practice yes, story no
The brain-imaging work people cite for it was done on adults, not on the small child the phrase is
normally aimed at. We keep the practice, because putting a word on a feeling helps. We drop the
brain-science story around it.
The marshmallow test as a test of willpower
Contested
Later, bigger analyses found that much of the original link was explained by family background rather
than by a child's self-control. It's a useful demonstration. It isn't a measure of character.
"The brain finishes at 25"
Not a real threshold
It's a tidy number stuck on a slow process that has no biological deadline and runs differently in
different people. Useful as a reminder that adolescence is longer than the law says. Not a fact about a
birthday.
"21 days to form a habit"
Invented
It didn't come from a habit study at all. The closest real figure is a median of 66 days with a range of
18 to 254, measured on roughly n ≈ 40 people (Lally et al.). We print
the range every time we print the number. The finding worth having from that work is the other one:
missing a single day did not do meaningful damage to habit formation.
"10,000 hours"
Contested
A re-analysis found that deliberate practice explained roughly 26% of the difference between people in
games, 21% in music, 18% in sport, 4% in education and under 1% in professions (Macnamara and colleagues,
disputed by Ericsson). What survives is narrower and more useful: practice aimed at one named weakness,
with something that tells you the same day whether you got it right.
"Always reframe it"
Pointed the wrong way
Troy, Shallcross & Mauss (2013, Psychological Science) found that reframing a problem helped
with the ones people could not control, and went with worse outcomes on the ones they
could. Correlational, samples in the low hundreds, so it shows a pattern and not a cause. It's why our
adult material asks whether a thing is fixable before it offers you a way to make peace with it.
The $75,000 happiness ceiling
Narrower than quoted
Later work (Killingsworth, Kahneman & Mellers, 2023, PNAS) found the ceiling shows up mainly
in roughly the least happy 15 to 20% of people, not in everyone.
The four-circle ikigai diagram
Made up in 2014
Andrés Zuzunaga drew it as a "Venn diagram of purpose" in 2011. British blogger Marc Winn relabeled it
ikigai in 2014, which Winn has publicly confirmed. It is not Japanese, and it is not from the
longevity research it gets attached to. The real idea (Kamiya, 1966) is smaller and more everyday. In the
Ohsaki study n = 43,391 adults were asked one question about it, and the answer
predicted death rates (Sone et al., 2008, Psychosomatic Medicine).
Blue Zones
We don't use it
We don't build on them. The fair version is that the best-known critique is still an unpublished
preprint, and its author is disputed. Two separate lines settled it for our purposes. Okinawa fell from
1st to 26th of Japan's 47 prefectures by 2000, and to 43rd by 2020 (Poulain et al., 2024,
Journal of Internal Medicine). And a researcher who co-declared Nicoya later published that
people born after 1930 show no advantage (Rosero-Bixby, Demographic Research, 2023).
The Mozart effect · learning styles · brain-training apps
Not re-verified by us
All three are widely reported as overturned, and we treat them that way in our books. Full
disclosure: our sourcing for these three is second-hand. We have not gone back and checked them
against the original studies ourselves. They're on our list to check, and we'd rather tell you that than
imply a rigor we haven't applied.