Week 2 (sampling & ethics) Flashcards
What is a population?
The entire collection of events in which we are interested
Eg. Reading ability of children with ADHD
Population is all children with ADHD
What is a parameter?
Numerical values that summarise the population data
Eg. Mean, SD, correlation
Population parameters are usually unknown but can be estimated by Sample statistics
What is a sample?
Set of actual observations the scores we have in hand
What are statistics?
Numerical values used to summarise the sample data
What is a tangible population?
Population whose members exist at the time of sampling
Members could have been participants in the study
What is an abstract population?
Population whose members may not all exist at the time of sampling
Eg. 25-35 year old males. Males who are 35 in 2020 will be excluded from this population in 2021
And males who are 24 in 2020 will be included in 2021
What is a probability sample? And the main types?
If a population that can be specified in advance and each member has some chance of being included it is a probability Sample
- simple random sample
- stratified random sample
- systematic samples
- cluster samples
What is a simple random Sample
Every member of the target population has an equal chance of being selected
Random nature could result in the Sample not being representative of the population
What is a stratified random Sample
Explicitly designed to ensure that the Sample is representative
Population divided into subgroups in the final Sample consists of the same proportions As those of the subgroups in the population
What is a systematic sample?
Sample every nth individual
Which of the first n individuals is the starting point is determined randomly
What is a cluster sample
Determine relevant clusters that exist in the population into find them such as schools classrooms suburbs or streets
Randomly select a predetermined number of clusters and collect data from every person in the cluster
This is useful when the intervention cannot practically be assigned to individuals
What is a non probability sample? And the main kinds?
Some individuals in the population have 0 probability of being included
- purposive samples
- convenience samples
- quota samples
- snowball samples
What is a purposive sample?
Population is initially defined but there is an inclusion and exclusion criteria
- satisfy inclusion needs are potential participants
- differ in systematic way to non included participants
What are convenience samples?
Sample is drawn from an easily available group not the gen population
May or may not include inclusion/exclusion criteria
What is a quota sample?
Sampling goal is to have a given proportion of individuals of certain characteristics these individuals are sought until the relevant proportions are achieved
This differs from a stratified Sample in that the research samples until relevant slots are filled and doesn’t specify in advance but they will come from
For example actively seeking out males if you don’t have enough and want to mention about gender differences