24. THE AFFECTS THAT INFORMATION BIAS HAS ON STUDY RESULTS Flashcards
- What is the Fundamental Principle of Research?
IF YOU WANT TO INVESTIGATE ANY ASSOCIATION BETWEEN TWO FACTORS:
- you have to make sure that you first measure these
two factors accurately
- Where can information bias be introduced in the assessment?
- there can be information bias in the assessment of the
main exposure - there can be information bias in the assessment of the
main outcome - this can distort the association between them
- What is a more common type of information bias?
- the information bias resulting from the participant’s
actions - this is much more common than the information bias
arising from the researcher’s actions
- What kind of studies does the information bias affect the most?
- it affects the studies that rely on self reports
- such as questionnaires
- When it comes to outcome assessments, what kind of measure is applied to confirm the results?
NB:
- outcome assessments are also known as
Measurements
IN THE OUTCOME ASSESSMENT:
- there is usually double-checking of the results
- What are some examples of exposures?
- smoking
- physical activity
- educational attainment
- What kind of instruments are used when we assess Exposures?
- the most valid and reliable instruments
- What should be assumed if the study relies solely on Self-Reports?
- there is Information Bias present to some extent
- this is known as a Measurement Error
- What does the presence of Information Bias result in?
- it always compromises the Validity of the study results
- the findings then have to be interpreted with caution
- What two factors should any assessment tool used in research ideally have?
- high validity
- high reliability
- Define Validity?
- this is the extent to which an assessment tool
accurately measures what it is intended to measure
- What are 2 examples of assessment tools?
- Questionnaires
- Instruments
- What is the most common type of validity used in Medical research?
- Criterion Validity
- the results from the assessment tool of interest
are compared to the results of an established
assessment tool - this is known as the Gold Standard
- Define Reliability?
- this is the overall consistency of a measure
IT FOCUSES ON:
- producing the same results when administered under
the same conditions in the same group of people
- this is known as Reproducibility
- or as Repeatability
- What are the 2 main types of Reliability in Medical Research?
- Inter-Observer Reliability
- Intra-Observer Reliability
- What is Inter-Observer Reliability?
- this is the degree of agreement between the results
THIS TAKES PLACE WHEN:
- two or more researchers (observers)
- administer the assessment tool
- on the same people
- under the same conditions
- What is Intra-Observer Reliability?
- this is the degree of agreement between the results
THIS TAKES PLACE WHEN:
- one researchers (observer)
- administer the assessment tool
- on two or more occasions
- in the same test population
- under the same conditions
- In which kinds of situations can false positive and false negative findings also arise?
IN SITUATIONS WHERE:
- information bias will affect the outcome of interest
- What happens if both the outcome and the exposure are affected by information bias?
- the study findings are expected to be particularly
biased - this is known as Erroneous
- What kind of biases can give rise to false positive and negative findings?
- all kinds of biases
- including Selection Bias
- including Random Errors
- What is Internal Validity?
- this is when the findings of a study
- were not due to any of the 3 sources of error
THE CONCLUSIONS REACHED:
- are likely to be correct for the circumstances of that
particular study
- What is External Validity?
- this is when the findings cannot be generalised to
other circumstances
EG:
- the findings for a small group of a particular study
- CANNOT be expanded and extrapolated to the
whole population
- What should a person be aware of when they are reading a study?
- the potential biases
- these have an affect on the conclusion
A PERSON SHOULD BE ABLE TO PREDICT:
- what kind of effect a given bias would be expected to
have on the estimate
- What should never be compromised in the goal of generlisation?
- the Internal Validity of the study
AN INVALID ANSWER:
- cannot be generalised