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The larger the value of n squared

A. the less consistent the relationship between the independent variable(IV) and the dependent variable
B. the more important the manipulation(IV) is in determining
C. the less important the manipulation (IV) is in determining participants' scores
D. the score variable the effects of the factor(IV) are on the participants' scores

1 Answer

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The given problem seems to be referring to aspects of statistical analysis.

Here, "n squared" typically hints at the size of a statistical sample, where bigger 'n' indicates a larger sample size. And the relationship between the independent variable (IV) and the dependent variable (DV) generally tends to get clearer with an increase in sample size.

Now, let's dissect all the given options:

A. The consistency of the relationship between the IV and DV does not decrease with the increase in sample size. So, this statement is not correct.

B. The manipulation of the IV does not necessarily become more essential for determining the outcome as the sample size amplifies. The importance of the IV remains constant irrespective of the sample size. Therefore, this is not the right answer.

C. Similar to option B, the importance of IV for determining scores does not diminish with the increase in the sample size. The role of IV is as important in a small sample as it is in a larger sample. Hence, this statement isn't correct either.

D. The impact of the IV on the participants' scores also does not depend on the sample size alone. So, this option also does not fit our analysis.

By conducting this analysis, we can conclude that: the consistency of the relationship between the IV and DV does increase with larger sample sizes since the estimates become more precise.

Hence, the closest answer as per given options can be option A, taken with the understanding that an increase in sample size does not essentially cause inconsistency in the IV-DV relationship, but indeed makes it more defined.

So, the answer to this question is option "A".

User Johannes Stricker
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