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repeated measures / independent groups / matched pairs
What are the types of experimental design?
laboratory / field / natural / quasi
What are the types of experimental method?
random
_____________ sample: each member of the target population has a mathematically equal chance of being in the experiment’s sample.
systematic
_____________ sample: participants are chosen from a list of the target population. Every Nth participant is chosen to form the sample.
opportunity
_____________ sample: the searcher directly asks available members of the target population to take part in the research. This is likely to be individuals the researcher has easy access to and is familiar with.
volunteer
_____________ sample: participants offer to take part after finding out about the research (they are not directly asked by the researcher). This is likely after seeing an advert in a newspaper or online.
stratified
_____________ sample: by selecting from within strata, the characteristics of participants within the sample are in the sanme proportion as found within the target population.
mean / median / mode
What are the measures of central tendency?
range / standard deviation
What are the measures of dispersion?
nominal / ordinal / interval / ratio
What are the 4 main types of data?
ordinal / scale / surveys / Spearman’s rho, Wilcoxon test or Mann-Whitney test
_________ Data
Data that falls along a ________.
It relates measurements to the same variable.
Often seen in ___________.
Analysed through ____________________.
interval / scale / objective / Pearson’s r-test, unrelated t-test or related t-test
_________ Data
Data that falls along a ______.
The unit is equally sized and is _________.
Analysed through ____________________.
ratio / scale / absolute zero / Pearson’s r test, unrelated t-test or related t-test
________ Data
Data that falls along a ______.
Set to an ____________ and there can be no negative values.
Analysed through ____________________.
nominal / categories / frequency / sign test or Chi-squared test
____________ Data
Data that fits into distinct ___________.
Nominal data is collected by counting the ____________ of each category.
Analysed through ___________________.
positive / rejects / lenient
Type I error
False _____________.
_______ the null hypothesis, but actually a possibility that the results were due to chance.
Often caused by an overly ______________ significance level.
negative / accepts / strict
Type II Error
False ____________.
_______ the null hypothesis, when there is a possibility that the results were significant.
Often caused by using an overly ___________ significance level.
5%
What is the common level of significance in psychology?
mode is higher than mean & median / left
What is negatively-skewed data? What direction is the skew towards?
mode is lower than mean & median / right
What is positively-skewed data? What direction is the skew towards?
repeated measures / nominal data
The Sign Test
Test of difference.
Used to compare scores in data sets from a _________________ design.
Converts the score changes into ______________.
equal to or greater than critical values
For Chi-squared, what do calculated values need to be in order to be significant?
(no of rows - 1)(no of columns - 1)
How is the degrees of freedom calculated?
Mann-Whitney
Which non-parametric test requires ordinal data and an independent measures design?
Chi-squared
Which non-parametric test requires nominal data and an independent measures design?
Wilcoxon
Which non-parametric test requires ordinal data and a repeated measures or matched pairs design?
spearman’s rho
Which non-parametric test requires ordinal data and a correlation?
sign test
Which non-parametric test requires nominal data and a repeated measures or matched pairs design?
interval or ratio / normally distributed / standard deviations
Conditions for parametric testing
Data is ____________.
Data is _________________.
____________________ (variances) for the two sets of data are similar.
related t-test
Which non-parametric test requires interval or ratio data and a repeated measures or matched pairs design?
unrelated t-test
Which non-parametric test requires interval or ratio data and an independent measures design?
pearson’s
Which non-parametric test requires interval or ratio data and a correlation?
collective evidence body, theories & results that define certain scientific aspects
What is a paradigm?
Kuhn
Who stated that for something to be a science, it had to be based on a paradigm?
assumptions / scientific methods / terminology
What did Kuhn say that science should have a shared set of?
social science / not one unifying theory upon which we could test ideas
What did Kuhn argue that psychology is? Why?
scientific theories are abstract so science should be falsifiable
What did Popper argue?
observational / on surface data / beneath surface data
Content Analysis
A kind of _______________ study in which people are usually studied indirectly via the communications they produced. This includes visual, written or verbal material (non-numerical data). May involve either qualitative or quantitative analysis, or both.
What is manifest content?
What is latent content?
data collection / data familiarisation / coding unit identification / coding unit application / coding unit frequency tally
How is content analysis conducted?
data familiarisation / coding / theme search / theme review / theme definition & naming / writing up
What are the stages of thematic analysis?