rigor in research Flashcards
rigour
striving for excellence in research through the use of discipline, scrupulous adherence to detail and strict accuracy
- to transfer findings to other populations, study needs to have rigour
internal validity
is the degree to which the experimental treatment (intervention) results in observable effects
external validity
concerns the ability of the study to be generalized to additional populations and environmental conditions
reliability
the extent to which the instrument yields the same results on repeated measures
reliability should have consistency, accuracy and precision
consistency
produce the same results if the behaviour is measured again by the same scale
accuracy
state of being correct, measuring the concept or variable being investigated
precision
quality in measurement that is refined, careful and true
stability
when the repeated administration of the instrument gives the same results
homogeneity
the items in the instrument measure the same concept, variable or characteristic
equivalence
if the instrument produces the same results when compared to a parallel or equivalent instrument or procedure
reliability coefficients
a measure of the accuracy of a test or measuring instrument obtained by measuring the same individuals twice and computing the correlation of the two sets of measures
correlation coefficient
is a strategical relationship between two variables
1.0 (perfect positive relationship) to 0 (no relationship)
test-retest reliability
is the stability of the scores of the instrument when it is administered more than once to the same participants under similar conditions
correlation coefficient is often a Pearsons R
ranges from -1 to +1
cronbach alpha
is a measure of internal consistency
- how closely the related set of items are as a group
- a measure of scale reliability
- performed using statistical equations
equivalence
the consistency or agreement among observers who use the same measurement tool or agreements between alternative forms of the tool
inner rater reliability
is used on instruments that involve direct measurements of recorded behaviour that must be systematically recorded
- two or more researchers will make observations about a participants behaviour and recorded the results independently
- the results are then shared and compared to determine consistency
- should be done before study to ensure reliability
validity
refers to an instrument’s ability to accurately measure what it is intended to measure
3 kinds
- content validity
- criterion-related
- construct
content validity
is the degree to which the content being measured represents the whole of the construct
- concepts and variables need to be operationally and conceptually defined at the beginning of the study
criterion-related validity
is the degree of the relationship between the participants performance on the tool and the participants actual behaviour
- tool is measuring what it is supposed to
construct validity
examines the fit between conceptual and operational definitions of variables and determines whether or not the instrument actually measures the theoretical construct it purports to measures
constructs - concepts at a high level of abstraction ex: ageism
- expert researchers and statisticians will evaluate and determine construct validity