Fall test Flashcards
key components of a statistical study and description
- planning the study
- examining the data
- inferring from the data
- drawing conclusions
plan the test of the scatter plot
look at the data of the scatter plot
infer if the scatter plot shows anything
draw a conclusion
what is distributional thinking
analysing the patterns of variation and that they reveal insights also that data varies
e.g. patterns of the variations in the scatter plot an what they show us
what is statistical significance
the control for as many variables as might affect the responses as possible
what does the probability model help us assess?
how much random variation we can expect in our results in order to determine whether our results could happen by chance alone and to estimate a margin of error
why do we use random sampling
the generalise our results from our samples to a larger population
define operational definitions
how researchers specifically measure a concept in terms of the operations that can be measured
define independent variable
the variable the researcher manipulates and controls in an experiment
define dependant variable
the variable the researcher measures but does not manipulate in an experiment
define random assignment
using a probability-based method to divide a sample into treatment groups
what are confounds
things that could undermine your ability to draw causal inferences
how do we prevent confounds
use a double-blind procedure - neither the participant nor the experimenter knows which condition the participant is in
or single-blind where only one of the groups is in the know
define correctional research
scientists passively observe and measure phenomena
define correlation coefficient
measures the association between two variables or how they go together
what are some quantitative designs
- participant observation - researcher embed themselves into a group in order to study its dynamics
- case studies - intense examination of a specific individual or specific contexts
- narrative analysis - centres around the study of stores and personal accounts of people, groups or cultures
what is a quasi-experimental design
similarly to random assignment - but we rely on existing group memberships and treat them as independent variables
what is a longitudinal study
track the same people overtime
what are surveys
way of gathering information using old-fashioned questionnaires
what are some tradeoffs in research?
- resource availability
- ethics of the study
define internal validity
the degree to which a cause-effect relationship between two variables has been unambiguously established
define external validity
the degree to which a finding generalizes from the specific sample and context of a study to some larger population and broader settings
experience-sampling methods
collect in the moment self-report data directly from people as they go about their daily lives
steps to complete an experiment
- find a research problem
- define the independent and dependant variables
- obtain the ethical challenges
- define the measures and general guidelines
- develop a hypothesis
- do background research
- pick participants
what are some descriptive statistics
mean, median, standard deviation
define inferential statistics
if in reality there was n effect, there would be a 2.5% probability of us measuring a different