Validity, reliability, data analysis, and normal distribution Flashcards
what is criterion validity?
it is a way of assessing the validity of a task by comparing the results with another measure. there are two types.
how many types of criterion validity is there?
two
name the two types of criterion validity
concurrent and predictive
explain concurrent criterion validity
This is the degree to which a test corresponds to an external criterion that is known concurrently (i.e. occurring at the same time). If the new test is validated by a comparison with a currently existing criterion, we have concurrent validity.
explain predictive criterion validity
Predictive validity refers to the extent to which a survey measure forecasts future performance. A graduate school entry examination that predicts who will do well in graduate school has predictive validity.
what does construct mean, in terms of validity?
the degree to which a test or instrument is capable of measuring a concept, trait, or other theoretical entity.
what does population validity mean?
this refers to how well the sample used in the study can be extrapolated to the target population and then the population as a whole.
What does subjectivity mean?
it refers to researchers analysing data by judging it from their own personal opinion and feelings.
what must be used when quantitative data is analysed, and why?
subjectivity, to some degree, as there are no statistical analyses that researchers can perform on it.
what does objectivity mean?
it refers to analysing data based on fact with no need to use personal judgements.
explain the four steps of a test-retest analysis
- create a questionaire that generates numerical data
- allow a group of participants to complete the questionaire
- after a set time period (usually longer than 2 weeks)
get the same participants to complete the same questinaire - correlate the overall scores for the two time points and see whether a positive correlation occurs. If a strong positive correlation occurs than the quesionaire is said to be a reliable measure.
what is the measure of spread?
it gives an index of how spread the data is around a measure of central tendency.
what is an alternate name for measure of spread?
measure of dispersion
What is the strength of conducting useful research?
it can be used to improve human behaviour in some way.
what are the two problems with conducting useful research?
studies may be unethical to gain more valid results.
Studies need to be high in ecological validity to be of more use to society but this can be quite difficult if they are conducted in a laboratory, for instance.