ch 3: Defining and measuring variables Flashcards
variable
characteristic or condition that changes or has different values for different individuals
constructs or hypothetical constructs
hypothetical attributes or mechanisms that help explain and predict behaviour in a theory (eg. motivation)
theory
set of statements about the mechanisms underlying a particular behaviour; generates predictions
operational definition
procedure for indirectly measuring and defining a variable that cannot be observed or measured directly; specifies a measurement procedure (a set of operations) for measuring an external, observable behaviour and uses the resulting measurements as a definition and a measurement of the hypothetical construct; measures and defines construct
operationalizing a construct
process of creating an operation definition for a construct (clustering behaviours associated with concept as a measurement of it and defining it)
example of a construct; operational def
intelligence; IQ test
limitations of operational definitions (
(1) not a one-to-one relationship between the variable that is being measured and the actual measurements produced by operation defs, (2) can leave out important components of a construct (tip: include multiple procedures for measuring same variable) and (3) may contain extra components that are not part of the construct being measured
criteria for evaluation the quality of any measurement procedure (2)
(1) validity and (2) reliability
validity
whether a measurement procedure is actually measuring what it claims to be measuring
types of validity (6)
(1) face, (2) concurrent, (3) predictive, (4) construct, (5) convergent, and (6) divergent
face validity
least scientific; based on superficial appearance or face value of a measurement procedure
concurrent validity
comparing to established procedure
predictive validity
accurately predict behaviour
construct validity
a variable behaves in exactly the same way as the variable itself (comparing to past research)
convergent validity
different methods for measuring the same construct have related scored