test 1 Unit 2: Variables and Measurement Flashcards
Variable
a characteristic of something, which can be measured and varies
Measurement
a means of assigning values (usually numbers) to a variable’s response possibilities (the response possibilities are typically called outcomes)
Varies
measurements that differ; are not the same
Constant
measurements that do not vary
Quantitative Measurement
numbers are used to express quantity (here the number express amount of something)
Qualitative Measurement
numbers are used to express quality (here numbers are replacements for names of something)
Categorical
Level of Measurement (AKA, nominal) - the commonly used name for a variable that is measured qualitatively; the outcomes have no numerical value. The outcomes are typically expressed in words, but can be expressed as numbers (which have no numerical value and are simply used as substitutes for words or names).
“Categorical”
Level of Measurement – a special case of ordinal measurement where there are 4 or fewer possible outcomes.
Ordinal
Level of Measurement - the measurement associated with a variable where the outcomes only express the concepts such as more, less, greater, smaller; the outcomes can be expressed in words (more, less, etc.) or as numbers (which do not have specific numerical value).
Ratio
Level of Measurement - the measurement associated with a variable where the numbers express precise amounts; the outcomes can only be expressed as numbers.
“Ratio”
Level of Measurement - a special case of ordinal measurement where there are 5 or more possible outcomes.
Validity
the quality of the measurement of a variable that indicates that the variable is measuring what it is supposed to measure
Reliability
the quality of the measurement of a variable that indicates that the variable when measured results in repeatable (consistent) responses
A measurement system
is a systematic means of assigning values to a variable
three general types (levels of measurement
categorical, ordinal, and ratio