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As a weighted analysis at the country level is likely to bias results toward more populous countries, unweighted analysis has been recommended to avoid fallacy in an ecological study such as this one [ 48, 49].
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Being able to detect and avoid fallacies has been viewed as a supplement to criteria of good reasoning.
What is required to avoid the fallacy is to verify independently that each of the original premises is true.
This distinction helps to avoid the fallacy of assuming that all individuals within a target group are homogeneous and will respond to an initiative in identical ways.
If you want to avoid narrative fallacy, ground your stories in data and search for cases that don't fit your narrative.
One less-than-satisfying way to avoid this fallacy is to read the two Premises conditionally: if blacks enjoy full moral status, then disfranchisement counts as a wrong, particularly given the psychological evidence of the First Disfranchisement Premise.
We used the person-level data for our analysis in order to avoid ecological fallacy.
In the model, corresponding individual level variable was also added to avoid ecological fallacy.
Hence the need to avoid the fallacy of the mean when describing the real world.
It is also very important to avoid the fallacy of assuming that relatively low life expectancy at birth reflects low survival among the elderly.
Therefore, caution must be exercised to avoid the fallacy that if economic development correlates with both health and the rule of law, then it must be paramount and determine both.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com