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Does music help or hinder memory? Many students at Matt鈥檚 school claim they can think more clearly while listening to their favorite kind of music. Matt believes that music interferes with thinking clearly. To find out which is true, Matt recruits 84 volunteers and randomly assigns them to two groups. The 鈥淢usic鈥 group listens to their favorite music while playing a 鈥渕atch the animals鈥 memory game. The 鈥淣o Music鈥 group plays the same game in silence. Here are some descriptive statistics for the number of turns it took

the subjects in each group to complete the game (fewer turns indicate better performance):

Matt wants to know if listening to music affects the average number of turns required to finish the memory game for students like these.

a. State appropriate hypotheses for performing a significance test. Be sure to define the parameters of interest.

b. Check if the conditions for performing the test are met.

Short Answer

Expert verified

Part a) The hypotheses are:

H0:1=2Ha:1notequalto2

Part b) All condtions are met.

Step by step solution

01

Part a) Step 1: Given information

The given claim is that a difference in the means.

02

Part b) Explanation

We must now determine the appropriate hypotheses for performing a significance test.

As a result, the claim represents either the null hypothesis or the alternative hypothesis. According to the null hypothesis, the population proportions are equal. If the claim is the null hypothesis, then the alternative hypothesis states the inverse of the null hypothesis.

Therefore, the appropriate hypotheses for this are:

H0:1=2Ha:1notequalto2

1=the true mean number of turns required to complete the memory game for music-listening students.

For students who do not listen to music, 2 is the true mean number of turns required to complete the memory game.

03

Part b) Step 1: Explanation

There are three requirements that must be met:

It is satisfying because the samples are drawn at random from different populations.

Independent: It is satisfying because the sample of 42people represents less than 10%of the total population.

Normal: It is satisfied because both samples are large, with sample sizes of at least 30.

As a result, all of the conditions are met, and a hypothesis test for the mean difference is appropriate.

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Most popular questions from this chapter

鈥淚 can鈥檛 get through my day without coffee鈥 is a common statement from many college students. They assume that the benefits of coffee include staying awake during lectures and remaining more alert during exams and tests. Students in a statistics class designed an experiment to measure memory retention with and without drinking a cup of coffee 1 hour before a test. This experiment took place on two different days in the same week (Monday and Wednesday). Ten students were used. Each student received no coffee or one cup of coffee 1 hour before the test on a particular day. The test consisted of a series of words flashed on a screen, after which the student had to write down as many of the words as possible. On the other day, each student received a different amount of coffee (none or one cup).

a. One of the researchers suggested that all the subjects in the experiment drink no coffee before Monday鈥檚 test and one cup of coffee before Wednesday鈥檚 test. Explain to the researcher why this is a bad idea and suggest a better method of deciding when each subject receives the two treatments.

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c. How do young adults look back on adolescent romance? Investigators interviewed a random sample of 40couples in their mid-twenties. The female and male partners were interviewed separately. Each was asked about his or her current relationship and also about a romantic relationship that lasted at least 2months when they were aged 15or 16. One response variable was a measure on a numerical scale of how much the attractiveness of the adolescent partner mattered. You want to find out how much men and women differ on this measure.

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The mean and standard deviation of scores on the NAEP鈥檚 test of quantitative skills were x1=272.40and s1=59.2for the men in the sample. For the women, the results were x 虅2=274.73and s2=57.5.

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