Question

In: Statistics and Probability

Imagine that you have conducted a study to evaluate how learning information in different environments using...

  1. Imagine that you have conducted a study to evaluate how learning information in different environments using different strategies impacts older adults’ ability to remember a list of words. You ask one group of older adults to learn a list of words while seated in their kitchen at home and a second set of older adults to learn a list of words while seated at a table at the public library. For the first half of the learning list in both groups you ask the older adult participants to learn the words while they simultaneously say “1, 2, 3” over and over again. For the second half of the learning list in both groups you ask the older adults to study the words while listening to classical music. Thus, even though the locations in which the two groups of older adults studied the words were different, both groups of older adults experienced the two encoding conditions (repeating numbers and listening to music). When conducting the ANOVA you find the following values when evaluating the interaction between encoding condition and learning location: F = 2.42, effect degrees of freedom = 1, error degrees of freedom = 24, p-value = .337. When evaluating the main effect of learning location, you find the following values: F = 15.03, effect degrees of freedom = 1, error degrees of freedom = 24, p-value = .001. When evaluating the main effect of encoding condition, you find the following values: F = 4.56, effect degrees of freedom = 1, error degrees of freedom = 24, p-value = .038.

Using the values that you have been given, report the results of the F-tests for each main effect and interaction as you would in a research paper and discuss the significance of each test.

Solutions

Expert Solution

Answer:

The fundamental impact of the factor learning area

Here from the ANOVA table,

F-statistic = 15.03

P-esteem = 0.001

Decision:

The p-esteem is under 0.05 at a 5% level of significance / essentialness level henceforth there is a critical primary impact of learning area on the more established grown-ups' capacity to recall a rundown of words.

The fundamental impact of the factor encoding condition

Since from the ANOVA table,

F-statistic = 4.56

P-esteem = 0.038

Decision:

The p-esteem is under 0.05 at a 5% level of significance / essentialness level henceforth there is a critical primary impact of encoding condition on the more established grown-ups' capacity to recall a rundown of words.

The association between encoding condition and learning area can be given as follows

i.e.,

from the ANOVA table,

F-statistic = 2.42

P-esteem = 0.337

Decision:

The p-esteem is more prominent than 0.05 at a 5% level of significance / essentialness level henceforth there is no association between encoding condition and learning area.


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