Question: Variables can be measured at several different levels. The level of measurement determines or constrains the types of statistical method that can be used to
Variables can be measured at several different levels. The level of measurement determines or constrains the types of statistical method that can be used to address a given management challenge. Which of the following hypothetical statements would be correct?
| A. If we measure the work environment variable at the nominal level (with two categories: open work environment and closed work environment) and the job satisfaction variable at the interval-ratio level (with an index of job satisfaction), we can use crosstabulation analysis to examine the relationship between these two variables. |
| B. If we measure the work environment variable at the ordinal level (with two categories: more open work environment and less open work environment) and the job satisfaction variable at the ordinal level (with two categories: more satisfaction and less satisfaction), we can do regression analysis to examine the relationship between these two variables. |
| C. If we measure the work environment variable at the interval-ratio level (with an index) and the job satisfaction variable at the ordinal level (with two categories: more satisfaction and less satisfaction), we can do a difference of means test to examine the relationship between these two variables. |
| D. If we measure the work environment variable at the interval-ratio level (with an index) and the job satisfaction variable at the interval-ratio level (with an index), we can do regression analysis to examine the relationship between these two variables |
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