Scaling Flashcards
psychological measurement
numbers are assigned to represent quantities of psychological attributes
fundamental issues with numbers
- numerals can represent attributes in different ways - depending on the nature of the numeral
three numerical properties we must consider
- identity
- order
- quantity
the property of identity
A fundamental form of measurement is the ability to reflect ‘sameness versus differetness’
rules to follow when sorting people into categories
- to establish a category, the people within it must satisfy the property of identity
- the categories must be mutually exclusive
- the categories must be exhaustive
Property of order
- numbers convey information about the relative amount of an attribute people possess
- more informative than property of identity but is still limited - does not convey degree of differences
Property of quantity
- provide information about the magnitude of differences between people
- numerals reflect real numbers
absolute 0
0 reflects a state in which an attribute has no existence
e.g., behavioural measure - reaction time
Relative/arbitrary 0
0 reflects an arbitrary quantity of an attribute. e.g., time (calendar, clock) and temperature (standard thermometer)
- 0 is an arbitrary point on a scale used to measure that specific feature
Three ways a measurement can be arbitrary
- unit size (specific weight represented by a kg)
- some units of measurement are not tied to an object (kg can be applied to weigh many objects)
- when they take a physical form, some units can be used to measure different features of an object
Nominal scales
Numerals with property of identity are used to label observations sorting behaviours into categories
ordinal scales
defines measurement in terms of numerals with property order
- produce ranks in which people are ordered according to the amount of attribute they possess
interval scales
- arbitrary zero
- unit of measurement is constant and additive but does not allow for much multiplicative interpretations
ratio scales
- absolute zero
- zero indicates an absence of the feature being measured
- higher level of measurement as they provide more information, allowing for sophisticated inferences