validity and reliability Flashcards
validity definition
the extent to which a study/test/measuring instrument measures what it intends to measure
internal validity definition
whether the effects observed in a study are due to the manipulation of the independent variable or any other factor
external validity definition
how well you can generalise the results from research participants to people,places,times outside of the study
population validity
- type of external validity
- the extent to which we can apply the findings of the study to different types of people
temporal validity
-type of external validity
- the extent to which we can apply the findings of the study to different type periods/eras
ecological validity
- type of external validity
- the extent to which we can apply the findings of the study to other settings/situations
cultural validity
- type of external validity
- the extent to which we can apply the findings to other cultures
how to determine whether a study is ecologically valid
- participants’ awareness of the experimenter (investigator effects)
- mundane realism of the environment
- mundane realism of the task
what is face validity
whether a test, scale or measure appears to measure what it is supposed to measure ‘on the face of it’. This is done by eyeballing the measuring instrument or getting an expert to check
what is concurrent validity
demonstrated when the results obtained are very close to those obtained on another recognised and well-established test measuring the same concept
how to improve validity in experimental research
- use a control group (researcher can assess whether change in the DV was due to the IV or not)
- standardise procedures (minimise investigator effects)
- use single blind or double blind procedures (minimise investigator effects and demand characteristics)
how to improve validity of questionnaires
- include a likert scale (assess the consistency of a participant’s response, controls social desirability bias)
- assure participants their results are anonymous (minimises social desirability bias)
how to improve the validity of observations
- use covert, non-participant observations (minimal intervention by researcher leads to high ecological validity)
- use specific, non-overlapping unambiguous behavioural categories
how to improve the validity of qualitative methods
- make sure the researcher’s report is coherent and matches the participant’s intentions (include direct quotes in a report)
- triangulation
what is reliability
how consistent the findings from an investigation or measuring device are. A measuring device is reliable if it produces consistent results.
what is external reliability
the extent to which results from a research method can be replicated over time or with different participants
how to test reliability
- test re-test reliability
- inter-observer reliability
test re-test reliability
- assesses reliability of questionnaires, psychological tests, interviews
- administering the same test to the same person on different occasions
- enough time between tests to ensure that participants cannot recall their answers
- the results obtained should be the same each time they are administered, if it is reliable
- 2 sets of scores are correlated with the appropriate statistical test (+0.8+ reliable)
inter-observer reliability
- assesses reliability of observations
- observations are conducted in teams of 2+
- observers discuss and agree on their interpretation of the behavioural categories
- they watch the same event but record the data independently, using the same categories
- data collected is correlated using the appropriate statistical test (+0.8+ reliable)
how to improve the reliability of questionnaires
- if test-retest reliability is low, some items are deselected or rewritten
- open, ambiguous questions replaced with closed, fixed choice, less ambiguous questions
how to improve the reliability of interviews
- use the same interviewer each time
- interviewers properly trained using structured interviews
how to improve the reliability of observations
- behavioural categories operationalised
- categories should not overlap
- train observers in the use of observational checklists and behavioural categories (using time/event sampling)