UTC Score Analysis: Hypothesis Testing Questions
Application Assignment 13 Picking the right test Attitudes toward interracial relationships have changed dramatically since the Supreme Court ruled bans on interracial marriage were unconstitutional in Loving v. Virginia in 1967. A researcher interested in learning about current attitudes recruited a diverse sample of undergraduate students throughout the United States were asked to classify themselves as: (1) Asian, (2) Black or African American, (3) American Indian or Alaska Native, (4) White, (5) Native Hawaiian or Other Pacific Islanders, or (6) Other (e.g., some other race, two or more races). Each person was also asked whether their family would consider it acceptable (yes or no) is they married someone from a different racial category. What statistical test should be used to see if acceptability differs between people from different racial categories? [Interested in learning more about this topic? See this Pew Research (2017) brief report.] 1. Is this a relationship test or a difference test? Explain your rationale. [2pts] Click or tap here to enter text. 2. What would be the appropriate statistical test? Explain your rationale. [2pts] Click or tap here to enter text. Throughout the world, women are targets of harassment, discrimination, violence, and even murder due to perceptions of their clothing choices. Some women are targeted because they dress to religious and some women are targeted because they do not dress religious enough. A researcher was interested in determining if countries that had more restrictions on how women dress (i.e., how many laws regulate women’s clothing choices?) also had more women reporting social hostility from others (e.g., discrimination, abuse, violence). What statistical test should be used to determine if there is a relationship between number of women’s clothing regulations and the number of reports of social hostility? Assume parametric assumptions are met. [Interested in learning more about this topic? See this Pew Research (2020) report.] 1. Is this a relationship test or a difference test? Explain your rationale. [2pts] Click or tap here to enter text. 2. What would be the appropriate statistical test? Explain your rationale. [2pts] Click or tap here to enter text. The Pew Research Center (2021) conducted a survey to learn more about how people in the United States think about voting rights. They were particularly interested in learning if there are group differences in whether people viewed voting as a, “Privilege that comes with responsibilities and can be limited” or a, “Fundamental right for every U.S. citizen and should not be restricted.” They found differences in these perspectives between the two leading political parties, with more Democrats reporting that they viewed voting as a fundamental right compared to Republicans. However, they were also interested in determining if there were differences between different racial/ethnic groups and compared the responses of white, Black, Hispanic, and Asian survey respondents. What statistical test should be used to determine if there are differences between the surveyed racial/ethnic groups? Assume parametric assumptions are met. [Interested in learning more about this topic? See this Pew Research (2021) report to look at differences by race, age, education level, and political party identification.] 1. Is this a relationship test or a difference test? Explain your rationale. [2pts] Click or tap here to enter text. 2. What would be the appropriate statistical test? Explain your rationale. [2pts] Click or tap here to enter text. The definition and composition of families has evolved over the past several decades. The Pew Research Center (2020) published a report of some of the generational differences, including the proportion of men who are not married and living with their own child(ren). A researcher is interested in determining if there is a significant difference between the number of single fathers in the Baby Boomer generation and the Millennial generation. To do this, they are going to compare the proportion of fathers who report being unmarried and living with their child(ren) in 2019 – for the Millennial generation – and 1987 – for the Baby Boomer generation. What statistical test should be used to determine if there are differences between the two generations? Assume parametric assumptions are met. [Interested in learning more about this topic? See this Pew Research (2020) report.] 1. Is this a relationship test or a difference test? Explain your rationale. [2pts] Click or tap here to enter text. 2. What would be the appropriate statistical test? Explain your rationale. [2pts] Click or tap here to enter text. The number of Muslims continues to grow throughout the world, and they are currently the second-largest religious group in the world. Knowing that this group has been the target of false beliefs about their religion, a researcher is interested in whether people who have more interactions with Muslim people are less likely to believe negative statements about Islam. To do this, they surveyed a large sample of participants across Western Europe and asked them questions about how frequently they interact with Muslim people as well as how much they agreed with negative statements about Islam. What statistical test should be used to determine if there if how frequently survey participants interact with Muslim people predicts how likely they are to agree with a negative statement about Islam? Assume parametric assumptions are met. [Interested in learning more about this topic? See this Pew Research (2018) report.] 1. Is this a relationship test or a difference test? Explain your rationale. [2pts] Click or tap here to enter text. 2. What would be the appropriate statistical test? Explain your rationale. [2pts] Click or tap here to enter text.
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