Key science skills Flashcards
Types of investigation methodologies
- controlled experiments
- case studies
- correlational study
- fieldwork
- literature review
- modelling
- simulation
Advantages and disadvantages of controlled experiments
Advantage: allows researchers to infer the relationships between specific variables and draw conclusions about them
Disadvantage: can be time-consuming and expensive to manipulate and measure certain variables
Advantages and disadvantages of case studies
Advantage: provide highly detailed and rich information
Disadvantages: results cannot be generalised to a wide population as they often involve a small group of people or one person
Correlational study v.s. controlled experiment
In a correlational study, researchers observe and measure the relationship between two or more variables without any active control or manipulation of them.
In a controlled experiment, the relationship between two variables is tested in a controlled environment; effect of the independent variable on the dependent variable is tested while aiming to control all other variables
Experimental research designs
- within subjects
- between subjects
- mixed design
Within-subjects design
an experimental design in which participants complete every experimental condition
Between-subjects design
An experimental design in which individuals are divided into different groups and complete only one experimental condition
Mixed design
An experimental design which combines elements of within-subjects and between-subjects designs
Advantages and disadvantages of within-subjects design
Advantage: less people are needed because each participant completes each experimental condition
Disadvantage: completing one experimental condition first may influence how participants perform in the other condition (e.g. due to fatigue, practice)
Advantages and disadvantages of between-subjects design
Advantage: may be less time-consuming as different participants can complete different conditions simultaneously
Disadvantage: Differences between participants across groups can affect results
Advantages and disadvantages of mixed design
Advantage: Allows experimenters to compare results across experimental conditions
Disadvantage: can be more costly and time-consuming
Sampling techniques
- random sampling
- stratified sampling
Random sampling
any sampling technique that uses a procedure to ensure every member of the population has the same chance of being selected
Advantages and disadvantages of random sampling
advantage: it can make a fairly representative sample if the sample is large
disadvantage: time-consuming to ensure every member of the population has an equal chance of being selected
Stratified sampling
any sampling technique that involves selecting people from the population in a way that ensures its strata (subgroups) are proportionally represented in the sample
Process:
1. Dividing the research population into different strata based on characteristics relevant to the study
2. Selecting participants from each stratum to how they appear in the population (randomly or systematically)
Advantages and disadvantages of stratified sampling
advantage: most likely to produce a representative sample
disadvantage: time-consuming and expensive
Extraneous variable
any variable that is not the independent variable but may cause an unwanted effect on the dependent variable