Hovkial
Researcher: Each subject in this experiment owns one car, and was asked to estimate what proportion of all automobiles registered in the nation are the same make as the subject’s car. The estimate of nearly every subject has been significantly higher than the actual national statistic for the make of that subject’s car. I hypothesize that certain makes of car are more common in some regions of the nation than in other regions; obviously, that would lead many people to overestimate how common their make of car is nationally. That is precisely the result found in this experiment, so certain makes of car must indeed be more common in some areas of the nation than in others.
Which one of the following most accurately expresses a reasoning flaw in the researcher’s argument?
(A) The argument fails to estimate the likelihood that most subjects in the experiment did not know the actual statistics about how common their make of car is nationwide.
(B) The argument treats a result that supports a hypothesis as a result that proves a hypothesis.
(C) The argument fails to take into account the possibility that the subject pool may come from a wide variety of geographical regions.
(D) The argument attempts to draw its main conclusion from a set of premises that are mutually contradictory.
(E) The argument applies a statistical generalization to a particular case to which it was not intended to apply.
Study:Each subject was asked to estimate what proportion of all automobiles registered in the nation are the same make as his/her own car.
Premises: The estimate of nearly every subject has been significantly higher than the actual national statistic for the make of that subject’s car.
If certain makes of car are more common in some regions of the nation than in other regions, that would lead many people to overestimate how common their make of car is nationally.
That is precisely the result found in this experiment.
Researcher’s Conclusion: Certain makes of car are more common in some regions of the nation than in other regions.
What is the flaw in the argument here? It looks like a very weak argument and has many flaws. So, let’s jump right to the options.
(A) The argument fails to estimate the likelihood that most subjects in the experiment did not know the actual statistics about how common their make of car is nationwide.The study assumes that subjects do not know the actual statistics. That is why they are asked to ‘estimate’.
(B) The argument treats a result that supports a hypothesis as a result that proves a hypothesis.Correct. The argument says ‘that is precisely the result found’ and goes on to conclude ‘certain makes of car must indeed be more common in some areas of the nation than in others.’ The result of the study supports the hypothesis but does not prove it. There could be other reasons why most people overestimated the number. For example, perhaps people buy those cars which they think are most popular. That could explain why each thought their car was more popular than others.
(C) The argument fails to take into account the possibility that the subject pool may come from a wide variety of geographical regions.For the hypothesis to make sense, it would be expected that the subject pool comes from a wide variety of geographical regions. The argument does not fail in this regard.
(D) The argument attempts to draw its main conclusion from a set of premises that are mutually contradictory.The premises are not mutually contradictory.
(E) The argument applies a statistical generalization to a particular case to which it was not intended to apply.The sample is used to arrive at a generalization, not the other way around. This option says that a generalization is applied to a particular case to which it was not intended to apply.
Answer (B)Discussion on Flaw in Reasoning:
https://youtu.be/3s0tWn3tiT8