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**Determining Design and Statistical Analysis**

For each of the studies, please indicate the following:

1. Independent variable(s). True/quasi?
2. Is there more than 1 IV?
3. The levels of the independent variable(s)
4. Dependent variable.
5. The level of measurement (NOIR) of the DV
6. Between-subjects (BS) or within-subjects (WS)?
7. What type of design is being used?
8. What is the appropriate statistic? (For correlation, list all variables here)

*If a question isn't applicable to a particular design, please note that as well.*

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**Study 1:** A team of cognitive psychologists conducted a study on the effects of sleep deprivation on short-term memory decay. Forty-eight subjects stayed in a lab for two days. Twenty-four of the subjects are randomly assigned to a condition in which they are not permitted to sleep during that period. The other twenty-four are allowed to sleep whenever they want. At the end of the two days, the subjects complete a task that involves reading a list of 20 words, then recalling as many words as possible.

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**Study 2:** A researcher examined the effect of different kinds of music on general math ability. Forty-eight subjects were randomly assigned to do a series of math tasks under one of three conditions: 16 while listening to soft gentle music, 16 while listening to loud intense music, and 16 while in silence. The math quiz contained arithmetic, geometry, and word problems. There were 25 items that were 2 points each.

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**Study 3:** A health psychologist conducted a study on how the number of hours a person exercised each week relates to the number of days being sick per year. Participants were randomly selected from the community and provided self-reports through a series of questions on the topics of interest.

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**Study 4:** A study was designed to test the effects of science fiction movies on participants' belief in the supernatural. A scale was designed to measure the degree that a subject believes in the supernatural on a 1-7 Likert Scale (high scores indicate high levels of belief). Fifty-seven subjects, selected via random digit dialing (RDD), responded to the scale before and after watching "Return of the Jedi," a popular science fiction movie.

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**Study 5:** A researcher at a drug treatment center wanted to determine the best combination of treatments that would lead to more substance-free days. This researcher believed there were two key factors in helping drug addiction: type of treatment and type of counseling. The researcher was interested in either residential or outpatient treatment programs and either cognitive-behavioral, psychodynamic, or client-centered counseling approaches. As new clients enrolled at the center, they were randomly assigned to one of six experimental groups. After 3 months of treatment, each client's symptoms were measured.

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**Study 6:** An organizational psychologist is hired as a consultant by a person planning to open a coffee house for college students. The coffee house owner wants to know if her customers will drink more coffee depending on the ambiance of the coffee house. To test this, the psychologist sets up three similar rooms, each with its own theme (Tropical, Old Library, or New York Café), then arranges to have thirty students spend an afternoon in each room while being allowed to drink all the coffee they like. (The order in which they sit in the rooms is counterbalanced.) The amount each participant drinks is recorded for each of the three themes.

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**Study 7:** A director of a small psychotherapy clinic is trying to plan hiring of temporary staff to assist with intake. She is wondering if there is any difference in the use of the clinic during different seasons of the year. Last year, there were a total of 128 new clients. To see if there is a difference by season, she looks at how many clients previously enrolled during each season.

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**Study 8:** A manager at a retail store in the mall wants to increase profit. The manager wants to see if the store's layout (one main circular path vs. a grid system of paths) influences how much money is spent depending on whether there is a sale. The belief is that when there is a sale, customers like a grid layout, while customers prefer a circular layout when there is no sale. Over two days, the manager alternates the store layout and has the same group of customers come each day. Based on random assignment, half of the customers are told there is a sale (20% will be taken off the final purchases), while the other half is told there is no sale. At the end of each day, the manager calculates the profit.

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Answer :

Final answer:

This detailed answer explains the design and statistical analysis of eight different studies. It includes information about the independent variables, dependent variables, levels of measurement, study designs, and appropriate statistics for each study.

Explanation:

Study 1:

1) Independent variable(s): Sleep deprivation
2) Is there more than 1 IV? No
3) The levels of the independent variable(s): Two levels - permitted to sleep whenever they want and not permitted to sleep
4) Dependent variable: Short-term memory decay
5) The level of measurement of the DV: Ordinal
6) Between(BS) or within-subjects (WS)? Between-subjects
7) What type of design is being used? Independent groups design
8) What is the appropriate statistic? Independent samples t-test



Study 2:

1) Independent variable(s): Different kinds of music
2) Is there more than 1 IV? Yes
3) The levels of the independent variable(s): Three levels - soft gentle music, loud intense music, and silence
4) Dependent variable: General math ability
5) The level of measurement of the DV: Interval
6) Between(BS) or within-subjects (WS)? Between-subjects
7) What type of design is being used? Independent groups design
8) What is the appropriate statistic? One-way ANOVA



Study 3:

1) Independent variable(s): Number of hours exercised per week
2) Is there more than 1 IV? No
3) The levels of the independent variable(s): N/A
4) Dependent variable: Number of days being sick per year
5) The level of measurement of the DV: Ratio
6) Between(BS) or within-subjects (WS)? N/A
7) What type of design is being used? Correlational design
8) What is the appropriate statistic? Pearson correlation coefficient



Study 4:

1) Independent variable(s): Watching Return of the Jedi
2) Is there more than 1 IV? No
3) The levels of the independent variable(s): N/A
4) Dependent variable: Belief in the supernatural
5) The level of measurement of the DV: Ordinal
6) Between(BS) or within-subjects (WS)? Within-subjects
7) What type of design is being used? Repeated measures design
8) What is the appropriate statistic? Paired-samples t-test



Study 5:

1) Independent variable(s): Type of treatment and type of counseling
2) Is there more than 1 IV? Yes
3) The levels of the independent variable(s): Two levels of treatment (residential or outpatient) and three levels of counseling (cognitive-behavioral, psychodynamic, or client-centered)
4) Dependent variable: Substance-free days
5) The level of measurement of the DV: Ratio
6) Between(BS) or within-subjects (WS)? Between-subjects
7) What type of design is being used? Factorial design
8) What is the appropriate statistic? Factorial ANOVA



Study 6:

1) Independent variable(s): Ambience of the coffee house (Three themes: Tropical, Old Library, or New York Café)
2) Is there more than 1 IV? No
3) The levels of the independent variable(s): N/A
4) Dependent variable: Amount of coffee consumed
5) The level of measurement of the DV: Ratio
6) Between(BS) or within-subjects (WS)? Within-subjects
7) What type of design is being used? Repeated measures design
8) What is the appropriate statistic? Repeated measures ANOVA



Study 7:

1) Independent variable(s): Seasons of the year
2) Is there more than 1 IV? No
3) The levels of the independent variable(s): Four seasons
4) Dependent variable: Use of the clinic
5) The level of measurement of the DV: Ratio
6) Between(BS) or within-subjects (WS)? N/A
7) What type of design is being used? Descriptive design
8) What is the appropriate statistic? Descriptive statistics



Study 8:

1) Independent variable(s): Store's layout (one main circular path vs. a grid system of paths) and presence or absence of a sale
2) Is there more than 1 IV? Yes
3) The levels of the independent variable(s): Two levels of store layout and two levels of a sale
4) Dependent variable: Amount of money spent
5) The level of measurement of the DV: Ratio
6) Between(BS) or within-subjects (WS)? Between-subjects
7) What type of design is being used? Factorial design
8) What is the appropriate statistic? Factorial ANOVA

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