Exam 21: Statistical Tests and Concepts in Research Analysis

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Explain four types of reactivism.

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Reactivism refers to the act of reacting or responding to a situation or event. There are four main types of reactivism:

1. Political reactivism: This type of reactivism involves responding to political events or decisions. It can include protests, advocacy, and other forms of political action in response to government policies or actions.

2. Social reactivism: Social reactivism involves reacting to social issues or injustices. This can include movements for social change, such as the civil rights movement or the feminist movement, as well as individual acts of activism in response to social issues.

3. Environmental reactivism: This type of reactivism involves responding to environmental issues and concerns. It can include actions to protect the environment, such as protests against pollution or advocacy for conservation efforts.

4. Economic reactivism: Economic reactivism involves reacting to economic issues or inequalities. This can include actions to address economic injustices, such as protests against corporate greed or advocacy for fair labor practices.

Overall, reactivism encompasses a wide range of actions and movements aimed at addressing various issues and injustices in society.

Addie and Lacey started their own dating website called Dog Lovers Only.com. Before launching their new site, they met with a data storage proprietor and asked about whether the storage could grow with their business if it achieved the success of Farmers Only.com. What storage characteristic was of concern in this example?

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Explain factor analysis in research.

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Factor analysis is a statistical method used in research to identify underlying relationships between observed variables. It is often used to explore the structure of a set of variables and to identify underlying factors that may be influencing the observed data.

In factor analysis, the goal is to identify a smaller number of unobserved variables, known as factors, that can explain the patterns of correlations among the observed variables. These factors are used to summarize the information contained in the observed variables and can help researchers understand the underlying structure of the data.

Factor analysis can be used in various fields such as psychology, sociology, economics, and market research to identify underlying dimensions or constructs that may not be directly observable. It can also be used to reduce the dimensionality of a dataset, making it easier to interpret and analyze.

Overall, factor analysis is a valuable tool in research for uncovering the underlying structure of data and identifying the key factors that drive the relationships among observed variables.

A one-way ANOVA is considered a multivariate test.

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Path analysis is concerned with observed and latent variables.

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Match each of the following terms with the correct statement. -Field Research

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Qualitative research takes the form of words rather than numbers.

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It is not parsimonious to run a single one-way ANOVA when you could run three Student's t tests.

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Differentiate among the terms Big Data, machine learning, data science, and data analytics.

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Lamar is researching the potential for significant differences in communication apprehension based on biological sex (male/female) while controlling for an individual's willingness to communicate. Which test would be the most appropriate statistical test for Lamar to conduct?

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An interaction effect examines the differences in the combination of the two factors.

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Data mining is best described as which of the following?

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Which law of science states that scientists should look for the simplest assumption in the formulation of a theory and the simplest test to interpret data?

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Which of the following is the best definition of machine learning?

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Explain the general rationale behind structural equation modeling.

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When Addie and Lacey met with the data storage service for their new online dating service, Dog Lovers Only.com, they asked if the service included creating backup copies of their data. What storage characteristic was of concern in this example?

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Explain Mark van Rijmenam's additional 4 Vs of Big Data.

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_____ is the amount of data generated.

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Which advanced difference test makes sense in the following scenario? Bobby is conducting a study to see if females and males differ in their level of organizational satisfaction. He's worried that one's age may be a factor as well, so he wants to take age out of the picture.

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_____ is best described as research which attempts to resolve "real-world" problems.

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