Population Science Flashcards
Population health is affected by these factors (3)
Demographic shape
Economic composition
Behavioural and lifestyle factors
Burden of disease, disability and ageing depends on these (3)
Population size
Population shape
Age-sex specific rates
What is the purpose of statistics?
To generalise to, I.e. Infer about, the population
Sample is used and must be as representative of the population as possible though samples from the same population can vary
What does sample averages mean?
Means of the sample and can vary within a sampling distribution
What is the confidence interval?
- an estimate of the precision of the observed values sample
95% confidence interval is the range that is likely to contain the mean of the population values 95% of the time
When is the 95% confidence interval wider?
- The greater the variation in the population values
2. The smaller the size of the sample used to calculate it
What is selection bias?
When your sample is not representative of the general population (error in generalisability)
Errors in comparability:
- groups being compared are not from the same population
- groups being studied is not representative of the sampling frame from which it was drawn (due to slow response rate, drop outs (attrition rate)
Examples of information bias (4)
- recall error (esp. in case control studies)
- observer/interviewer error (all studies)
- measurement error (all studies)
- mis-classification (all studies)
What are confounding factors?
Factors that can cause or prevent the outcome interest. They are not associated with the factor under investigation.
Direct standardisation = directly standardised rates
Indirect standardisation = standardised mortality ratios
What is a cross sectional survey?
Data are collected on the whole study population at a single point in time to examine the relationship between disease and other variables of interest
Can be analytical or descriptive
What is descriptive epidemiology?
Involves describing the population studied
Done using many cross-sectional surveys
Analysed to give prevalence
= (no of cases in defined population at one point in time) / (no persons in defined population at the same point in time)
What is analytical epidemiology?
Involves comparison with another group (choosing the best comparison for a specific population)
Can be cohort or case-control
What is a prospective study?
Carried out from the present time into the future
- can collect specific exposure data
- involves long follow up, inefficient and loss of follow-up
What is a retrospective study?
Carried out at the present time and look into the past
- limited control over the data collected
- immediate availability
How can cohort studies be analysed?
- risk ratio
- incidence rate ratio
- odds ratio