Final Flashcards
What are the non-experimental/observational study designs?
- ecological
- cross sectional
- prospective cohort/longtitudinal
- retrospective
- case control
What are the experimental/interventional study designs?
- randomized control trials
- pre-post
- repeated measure
- crossover
Randomized controlled trials
The “gold standard” of experimental designs. Randomized - double blinded. Expensive and sometimes not feasible. Careful selection of participants, controls for as many extraneous variables. Designed to answer ONE specific question.
Pre-post study
baseline measurement of dependent variables –> intervention –> after measurement of dependent variables
More open to bias, not randomized. Simple design, less expensive. Long - attrition.
Repeated measure study
intervention & baseline measurements –> day 14 measurements –> day 28 measurements –> end intervention measurements
Would be made stronger with a control. Designed to answer one question.
Crossover study
2 levels of treatment. Everyone receives the intervention. Before and after measurements of each person for each treatment arm. Each person serves as their own control.
Ecological study
Looks at variables observed in geographical regions. Describes and compares different populations. Can establish associations and support further research. Not individual level data - cannot establish causation.
Cross sectional study
“Snapshot” measurements at a single point in time. Variables of interest collected at the same time. Identifies associations between variables and can be used to generate a hypothesis. Can compare two or more groups. Limitations are that only a single point in time - cant establish causation. Sample selection is really important to generalize results.
Prospective cohort (longitudinal) study
Data collected on variables of interest from the same individuals (potentially multiple times). e.g. progression of a disease, impact of aging etc. Participants usually have a common characteristic. Can assess causal associations and assess many variables at the same time. Limitations are they are very long and attrition is likely, expensive.
Retrospective cohort study
Data is collected from existing records. Examines if individuals with differing levels of a factor have different outcomes. e.g. if obesity at the time of surgery will increase complications later. Cohort is a defined group (e.g. all women who had a baby in the last 10 years). Strengths are inexpensive, no burden on the cohort, can establish some causal association. Limitations is that the data may not be present.
Case control study
2 groups - one with the condition and one without. Examines variables in the past (risk factors). Different than retrospective cohort –> the outcome is present and looking back at risk factors. e.g. how to patients characteristics at the time of the surgery differ between those who do and do not develop complications? strengths are you can examine rare conditions, assess causal conditions, cost and time efficient. Limitations are retrospective - data may not be available, relies on recall, the right controls are needed.
Types of evidence
- Convincing: strong, consistent, unlikely to change
- Probable: compelling but not quite strong enough to be convincing
- Limited evidence – suggestive: general consistency in the data
- Limited evidence – no conclusion: too inconsistent
- Substantial effect on risk unlikely: enough evidence to rule out a connection
Types of dietary intervention
- controlled feeding studies
- behavioural counselling studies
Strengths and Limitations of FFQ
Strengths: high respondent rate, can assess a number of people at the same time, relatively low participant burden, lower cost, generally does not affect eating behaviour
Limitations: lacks detail, requires literacy, different populations respond differently, problem with assessing foods in recipes
Strengths and Limitations of 24h recall
Strengths: suitable for illiterate subjects, low participant burden, high compliance, unlikely to interfere with diet, can be detailed
Limitations: relies on memory, relies on portion size estimates, only a “snapshot”, costly for face to face, underreporting is common