Exam 1: Levels of Measurement in SPSS

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A researcher rank-orders participants according to the highest level of education attained, giving the participants with high school diplomas a rank of 1, participants with associate degrees a rank of 2, and so on. The researcher has measured at what SPSS Statistics level?

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Researchers often choose a statistical method for analyzing a dataset based on the purpose of the research.

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The amount of salary a person earns per year is measured at the SPSS Statistics scale level of measurement.

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A researcher classified participants by the state in which they were born. The researcher has measured at what SPSS Statistics level?

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Measuring political party affiliation by grouping individuals into such categories as Republican, Democrat, Libertarian, Green, and so on is at what level of measurement?

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In SPSS Statistics, ordinal and interval levels of measurement are combined into the scale level of measurement.

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A researcher labels one group as the control group and one group as the experimental group. What is the SPSS Statistics level of measurement for the labels?

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Consider a variable that has no absolute zero (such as SAT scores) and has equal intervals. In SPSS Statistics, this variable is categorized as being which of the following?

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A data set of one hundred individuals' weight (in pounds) is at what level of measurement in SPSS Statistics?

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A researcher measured participants' responses to a self-esteem survey using a Likert scale (1 to 5). The researcher has measured at what level of measurement in SPSS Statistics?

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A researcher measured a variable at the ratio level. He or she has measured at which SPSS Statistics level?

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The three major steps in research are: collect data, analyze data, and interpret data.

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A researcher wants to compare overall finishing place in a road race (e.g., 1st, 2nd, etc.) with the number of hours of running practice. What is the SPSS Statistics level of measurement for the finishing place?

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SPSS Statistics levels of measurement can be grouped into scale and nominal.

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