Exam 21: Critical Thinking About Research

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More confidence can be had from the results obtained from experiments using a population with ________ variation than from those with ________ variation.

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Refer to the information provided in Scenario 21.3 below to answer the questions that follow. SCENARIO 21.3: Consider a local high school that has 300 sophomores considered to be at-risk students. A privately-sponsored after-school sports program has been established to try to help at-risk students succeed in finishing high school. The local government wants to know if this program reduces the students' probability of dropping out of high school before the end of their junior year, and decides to randomly sample 150 of the 300 at-risk sophomores and invite them to attend the after-school program at no cost. 100 students accept the invitation, and by the end of their junior year, the drop-out percentage of the 100 students who attended the program was lower than the drop-out percentage of the 200 students who did not attend the program. -Refer to Scenario 21.3. The efficacy of this program can be best measured by comparing

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People who drive fuel-efficient vehicles tend to recycle more often than people who drive gas guzzlers. This is an example of

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Identifying the causal effects of a policy by looking at the average change over time in the outcome variable is compared to the average change in a control group is called

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A research project is conducted by offering a randomly selected 300 of the 500 local Toyota Prius owners a chance to use a new fuel additive for 6 months to see if their gas mileage improves. 225 of the 300 randomly selected Prius owners agree to the offer, 50 of those drop out of the project after 1 month, another 50 drop out after 2 months, and 25 more drop out after 3 months. The rest remain for the duration of the project. Using the intention to treat method, the results from how many of the Prius owners who were randomly selected should be included in the research project?

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Daniel notices that every year with a mild winter, his roses begin to bloom in February, but every year with a severe winter, his roses do not begin to bloom until April. He concludes that the severity of the winter is responsible for the month in which his roses begin to bloom. Daniel is

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Sherrie owns a pickup truck and also owns a parrot. Therefore, we can conclude that there is a causal relationship between owning the pickup truck and the parrot for Sherrie.

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Refer to the information provided in Table 21.3 below to answer the questions that follow. Table 21.3 Refer to the information provided in Table 21.3 below to answer the questions that follow. Table 21.3    The data in the table was used to estimate the following consumption function: C = 20 + 0.2Y. -Refer to Table 21.3. The error for point D is equal to The data in the table was used to estimate the following consumption function: C = 20 + 0.2Y. -Refer to Table 21.3. The error for point D is equal to

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Refer to the information provided in Table 21.2 below to answer the questions that follow. Table 21.2 Refer to the information provided in Table 21.2 below to answer the questions that follow. Table 21.2    The data in the table was used to estimate the following consumption function: C = 12 + 0.4Y. -Refer to Table 21.2. The error for point C is equal to The data in the table was used to estimate the following consumption function: C = 12 + 0.4Y. -Refer to Table 21.2. The error for point C is equal to

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The assumption of no effect from the results of an experiment is known as the null hypothesis.

(True/False)
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Refer to the information provided in Scenario 21.4 below to answer the questions that follow. SCENARIO 21.4: In a randomized 1-year trial of 400 Mr. Lincoln hybrid tea rose bushes with rose rosette disease, 200 are slated to receive only a sulphur treatment (we will call this Group A), and the other 200 are slated to receive the sulphur treatment and an additional neem oil treatment 4 months later (we will call this Group B). Assume that the neem oil treatment is ineffective in treating rose rosette disease, so on average, the same proportion of rose bushes in each group will die of the disease. In Group B, 25 of the 200 rose bushes die in the 4-month period leading up to the neem oil treatment. Of the 175 bushes left, 25 die in the 8 months following the neem oil treatment. Since we know the neem oil treatment is ineffective, the rose bushes in Group A will, on average, suffer the same fate as those in Group B, with 25 bushes dying in the first 4 months and another 25 dying in the following 8 months. -Related to the Economics in Practice on p. 404: Refer to Scenario 21.4. Since we know that the neem oil treatment is ineffective in curing rose rosette disease, when we use the intention to treat method, the rate of death due to rose rosette disease becomes ________ than when we do not use the intention to treat method.

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Refer to the information provided in Table 21.2 below to answer the questions that follow. Table 21.2 Refer to the information provided in Table 21.2 below to answer the questions that follow. Table 21.2    The data in the table was used to estimate the following consumption function: C = 12 + 0.4Y. -Refer to Table 21.2. Which of the following points is (are) the worst fit for the given consumption function? The data in the table was used to estimate the following consumption function: C = 12 + 0.4Y. -Refer to Table 21.2. Which of the following points is (are) the worst fit for the given consumption function?

(Multiple Choice)
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Refer to the information provided in Scenario 21.3 below to answer the questions that follow. SCENARIO 21.3: Consider a local high school that has 300 sophomores considered to be at-risk students. A privately-sponsored after-school sports program has been established to try to help at-risk students succeed in finishing high school. The local government wants to know if this program reduces the students' probability of dropping out of high school before the end of their junior year, and decides to randomly sample 150 of the 300 at-risk sophomores and invite them to attend the after-school program at no cost. 100 students accept the invitation, and by the end of their junior year, the drop-out percentage of the 100 students who attended the program was lower than the drop-out percentage of the 200 students who did not attend the program. -Refer to Scenario 21.3. Based on the information in the scenario, can you conclude that the after-school program had a positive effect?

(Multiple Choice)
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Zachary notices that every time he washes his car, it rains the next day. He concludes that washing his car causes the next day's rain. Zachary is

(Multiple Choice)
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Two variables are said to be negatively correlated if their values

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Which of the following examples would most likely be subject to selection bias?

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Dierdre just gave birth to twins and now finds herself buying diapers on a weekly basis. Therefore, we can conclude that there is a causal relationship between having newborn twins and purchasing diapers for Dierdre.

(True/False)
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A method for identifying causality by looking at the way in which the average change over time in the outcome variable is compared to the average change in a control group is called difference-in-differences.

(True/False)
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A p-value of 0.03 means that there is only a 0.03% chance of obtaining the measured result.

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Selection bias can result from data samples

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