Measurement and errors in research Flashcards
- demonstrate an understanding of the challenges of planning a research question - explain & identify different types of measurement error, bias and confounding that occur in pub health research - explain difference between concepts of validity and reliability
Determinants of health are aka…
- exposure
- treatment
- X
health related states and events are aka..
- outcome
- disease
- Y
Causation
exposure leads to disease
Co-variates
other variables that influence relationship between an exposure and an outcome (includes confounders)
What are the 2 types of epidemiology?
descriptive and analytical
descriptive epidemiology
hypothesis generation (person, place, time)
Analytical epidemiology
hypothesis testing (study design, methods)
Hypothesis
exposure X is associated with an increased or decreased risk of outcome Y
What are qualities of a good epidemiological exposure variable?
- have impact on health
- measurable
- differentiate populations
- generate testable hypotheses
- help prevent/control disease
Disease is worthwhile investigating in terms of…
- number of individuals & types of populations it affects
- its causal pathway or risk characteristics
List sources of epidemiological hypothesis
- individual cases
- case series
- descriptive epidemiology finding
- data mining
- lab/animal studies
- analogies to other exposure outcome relationships
- common sense, luck/chance
- other epidemiologists/ publications
Finding an epidemiological hypothesis
- read literature
- examine descriptive epidemiological data
- listen to patients and clinicians
- media
Issue w/ causation
- etiology of chronic disease often difficult to determine
- most exposures cause many outcomes
- outcomes may be due to multiple exposures (discontinuous) or continual exposure over time
- causes may differ by individual
What does epidemiology determine?
relationship between a given exposure and frequency of disease in populations
How can we measure exposure?
- questionnaire
- biological lab tests
- radiology
- physical examination
- previous medical records
- sampling of environmental factors
- biomarkers/genetic markers