research methods Flashcards
sample
participants selected and used in the research that are a part of the larger group (population) or a subset
population
- entire group of research interest
- the larger group
- a sample is selected from
- researcher apply (generalise) the results
sampling procedures
random sampling
random stratified sampling
stratified sampling
random sampling
ensures every member of the population has an equal chance of being selected to be part of the sample
how to obtain random sample
obtain a sampling frame e.g electoral roll
use simple ‘lottery procedure’ e.g names out of a hat
limitations of random sampling
the sample may not be representative (bc need to use law of large numbers)
random stratified sampling
ensures the sample is highly representative of the population= therefore not biased. participant randomly selected from each sub groups (strata)
stratified sampling
dividing population into different subgroups e.g gender, age, intelligence
limitations of stratified/random stratified sampling
need a complete list of the targets populations
time consuming
method to obtain a stratified sample
- the population is broken into differnt groups based on a variable you want to control e.g age
- individuals= selected from each group- usually in the same proportion that they appear in the population (e.g if pop. contain 20% year 9 students, then sample= include 20% of year 9 students.)
- ensures characteristics of the poulation= captured leading to a more representative sample
participant allocation
- random allocation
- counterbalancing
random allocation
- less likely to be biased but risk of indiv. diff.
-every participant has an equal chance of being selected for any of the groups used (experimental vs control)
counterbalancing
-use to minimise/ balance out order/ practice effect
- involves systematically changing order of treatments/tasks for p;articipants in a balanced way to counter the unwanted effects of order effect
experimental research
used to assess a cause-and-effect relationship between variables under controlled conditions
controlled variables
varibale= held constant in an investigation.
ensure the manipulation of the IV causes the changes in the DV
independent variable
variables that are manipulated
assumed to have a direct effect on the dv
dependent variable
varibale that is measured
extraneous variable
any varibales other than the iv that has been identified and controlled for
confounding variables
any variables other than the iv that has not been identified and controlled for
experimental group
group exposed to experimetal condition (iv)
control group
group that is exposed to control condition (iv is absent)
why operationalise
ensure IV and DV are testable
Helps to avoid experimenter bias
allows possible reptition of the experiment
hypothesis
It is hypothesised that those who are (exposed to IV) will (impact on DV) in comparison to those who have not (exposed to IV)
random error
unsystematic and occur due to chance
systematic error
consistently favours one condition over another (in-built flaw) hence errors in data that differ from the value by a consistent amount
within subjects design
the same participants are used in both experimental and control group
limitation of within subject design
- order/practice effects = participants may perform better the second time around due to practice
(control using counterbalancing) - fatigue effect = participant may perform worse the second time around due to fatigue or boredom
- high drop out rates
between subjects design
participants randomly allocated to one of two (or more) entirely separate groups
strength of w/in sub design
- less participants required
- eliminates differences between groups as same participants are used in both groups
limitation of b/w sub design
-participants are not matched on characteristics (indiv diff)
- eed more participants compared to repeated measures
strenght of b/w sub design
- avoid order/practice effect and fatigue effectb/c each participant only does experiment once
- less time consuming
mixed design
elements of a b/w sub and w/in sub design are combined