empirical research Flashcards
when would empirical evidence be rejected and why
methodological flaws, lack of replication, publication bias, small sample size, conflict of interest, and failure to control for confounding variables
why should research be replicated
Important because it allows us to estimate the inherent variability in the data. This allows us to judge whether an observed difference could be due to chance variation.
independent groups design
Participants only take part in one condition of the experiment (2 separate groups)
repeated measures design
Participants take part in both conditions of the experiment (1 group)
repeated measures - counterbalancing
Systematically changing and presenting the order of treatments or tasks in a ‘balanced’ way to ‘counter’ potential unwanted order effects, e.g. practice, fatigue, boredom
random sampling
Every member of the population of interest has an equal chance of being selected or chosen as a participant for a study.
convienience sampling
This is the least rigorous sampling method which involves the selection of the most accessible participants (convenient) or participants who just happen to be about at the time of the investigation (opportunistic).
hypothesis
A hypothesis in psychology is a testable statement that predicts the outcome of a study.
correlated
Positive correlation
Two variables move in the same direction, meaning that a high score on one variable is accompanied by a high score on the other.
Negative correlation
Two variables move in opposite directions, meaning that a high score on one variable is accompanied by a low score on the other.
Correlation coefficient
A number that measures the strength of the relationship between two variables. The coefficient ranges from -1 (strong negative) to 0 (no relationship) to 1 (strong positive).
extraneous variables
In psychology, an extraneous variable is a factor that can affect the results of a study but is not being investigated
independent variable
In psychology, an independent variable (IV) is a characteristic that researchers manipulate or change in an experiment to see its effects
dependent variable
In psychology, a dependent variable is the variable that is measured and is expected to change in response to the independent variable
descriptive statistics
mean - a measure of central tendency that represents the average value in a set of data
standard deviation - is a statistical measurement that shows how spread out a set of data points are from the mean, or average, of the data set
matched participants design
Researchers match participants on key characteristics like age or IQ, then randomly assign one from each pair to the experimental group and the other to the control group. This reduces individual differences, improving the study’s internal validity.
order effects
when the order of conditions or tasks affects a participant’s response. This can happen in a variety of situations, including surveys, experiments, and other research