Study Designs Flashcards
(30 cards)
“research”
a rigorous and systematic investigation of any phenomenon
rigorous
refers to quality of research - using appropriate methods and analytical techniques
systematic
refers to the practice of conducting a research in a logical and orderly, disciplined manner
Types of Study designs (8)
- ecological/correlation
- cross-sectional survey
- cohort study
- case-control study
- RCT
- clinical trial
- animal study
- systematic review or meta-analysis
Descriptive/Exploratory Designs
- collected to ID potential associations
- useful to make recommendations for future research
- collect baseline data
- useful in developing hypothesis
Nutritional Epidemiology
the study of the effect of nutrition on disease
⇒ ecological, case control, cohert
Ecological/Correlation
- observation of a group of people usually within 1 geographical region and loo at diet with some outcome
- or compare a factor of interest among different groups and the estimates of the intake of food/nutrients for those groups
Correlation strengths
- used as an exploratory tool
- yielded considerable knowledge about dietary factors and chronic diseases
- used to generate hypothesis
Hard to establish causality
- most chronic diseases are multifactoral
- chronic diseases have long latency periods/ when do they start
- hard to accurately estimate intake
- multiple confounding factors
Cross sectional Surveys
- a snap shot of an entity
- association between an indicator of nutrition and a health characteristic measured at the same time
strengths of Cross sectional surveys
- snap shot of entire region
- used to ID factors that may affect the level of risk factor
- generates hypothesis
Case Studies
- collect info on one or a few individuals
- collect comprehensive information about a cluster of characteristics
- usually do not manipulate the environment
- findings are very specific to the group you selected
Surveys
- used to collect information on a larger group of individuals
- can be researcher or self-administered
- cross sectional surveys collected info at one point in time
longitudinal surveys look at the issue over time
Analytical Designs
exploratory/epidemiological ⇒ case control studies, cohort studies (next)
Explanatory - test ⇒ clinical trials, animal studies
Case Control Studies (retrospective)
- a group of subjects with the disease is compared with a group without the disease and their exposure history is compared
- collect retrospective info on diet and lifestyle
Strengths of Case Control Studies
- very useful for less frequent diseases
- cost and time efficient
- investigate hypothesis of causal relationship
- used to explore aetiology - very useful for strong relationships
Cohert Study (prospective)
- a population of people are identified; measure baseline and then look at disease occurrence overtime
- people are followed over time, having a common characteristic or factors of interest
Examples of Cohert Studies
Framingham studies Nurses Health Study EPIC Kadoorie Study APrON
Strengths of Cohert Studies
- evaluation of time-related associations
- baseline info helps decrease recall bias
- examine possible causal factors exposures
Cohert Studies (retrospective)
- looks backwards in time
- the outcome has occurred
- go back and collect data - can only include what has previously been recorded
- collect what might have contributed to the outcome
Criteria for Distinguishing Association from Causation
Temorality ⇒ cause precedes effect
strength of association ⇒ large risk
dose-response ⇒ greater exposure - higher frequency of effect
consistency ⇒ repeatedly observed by independent investigators
biological plausibility ⇒ causal interpretation should fit with current science
Randomized Clinical Trial
- subjects randomly assigned to diets and the development of the disease/risk factor for a disease is measured
Strengths of RCT
- powerful design for evaluation practice and medical/dietary treatments
- proves feasibility and safety of treatments, compare one or more treatments
Limitations of RCT
- Compliance
- can’t blind dietary or lifestyle factors
- what is the interpretation of negative findings
- problems with long term intervention