M2L2: Measurement Flashcards
is the process of assigning individuals, objects, or events to categories according to certain rules.
Measurement
state that “the categories used to measure a variable make up a scale of measurement, and the relationship between the categories determine different types of scales
Gravetter and Wallnau (2019)
weakest level of measurement where names, symbols or numbers are used simply for classifying subjects or categorizing subjects into different groups
Nominal (classificatory) scale or level
contains the properties of the nominal scale, but in addition, the numbers assigned to the categories can be ranked or ordered in some low-to-high manner
Ordinal (or ranking) scale or level
These are variables consisting of categorical scales having a natural ordering of values but with undefined interval distances between the values.
Ordinal (or ranking) scale or level
Has all the properties of the ordinal scale, but in addition, the distances or intervals between any 2 numbers on the scale are of known size or magnitude
Interval scale or level
must have a common and constant unit of measurement but the unit of measurement is arbitrary in that there is no “true zero” point
Interval scale or level
The value zero (0) is assigned to a particular location on the scale simply as a matter of convenience or reference
Interval scale or level
Has all the properties of the interval scale, but in addition, it has a “true zero” point which represents none (or the complete absence of the variable being measured)
Ratio scale or level
With this scale, we can measure the direction and the size of the difference between two measurements and we can describe the difference in terms of a ratio.
Ratio scale or level
Scales of measurement are unimportant because they do not help determine the statistics that are used to evaluate data.
False
There are certain statistical procedures that are used with numerical scores from interval or ratio scales and other statistical procedures that are used with non-numerical scores from nominal or ordinal scales
True
“classificatory” scale or level
Nominal
“ranking” scale or level
Ordinal
On the Centigrade scale zero (0) means freezing point. It does not mean a total absence of the variable being measured.
Interval scale or level