Paper 1
Q – Does the average temperature of a state affect the average IQ of that state,
controlling for gross state product, pupil-to-teacher ratio, and proportion of ethnicities?
D – A Pearson’s correlation was computed between the independent variable,
temperature in the summer and in the winter, using the average temperatures of the two
warmest months and the two coldest months using data from the National Oceanic and
Atmospheric Administration. and the dependent variable, state IQ, which was taken
from a prior study which used standardized test data from the National Assessment of
Educational Progress.
A – Previous studies had found a positive correlation between the temperature of a
country and the IQ of its people but not applied it to the United States; the researchers
wanted to apply it to the United States because of the large diversity of climates and
temperatures within the states, to see if they could establish a significant relationship
between IQ and state temperature.
F – The researchers found that there was a statistically significant negative correlation
between the average temperature of a state and the state IQ; the correlation was
stronger for winter temperatures, with r = -0.73, compared to r = -0.53 for summer.
I – Due to the lack of indigenous populations in Singapore, the researchers speculate
that it must be due to existing differences in the ethnic groups before their migration to
the United States, postulating that individuals from colder regions in Europe or Asia are
more likely to migrate to colder regions in the United States; nevertheless, they state
that the difference in IQ is relatively small, and that no conclusive explanation has been

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