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experiment
a study that tries to answer the question of causality
hypothesis
an informed guess about the results of a study
operational definitions
the way that a study will measure or observe certain variables
population
the type of people a study can say something about
sample
the participants included in our study from the population
random sampling
the random selection of participants included in a study from the population
convenience sampling
the selection of participants that are easiest to include
independent variable (IV)
the variables a researcher manipulates/changes
dependent variable (DV)
the variable a researcher measures
extraneous/confounding variables
the variables that can influence the dependent variable and acts like an independent variable
experimental group (EG)
the group of participants that receives the independent variable
control group (CG)
the group of participants that does not receive the independent variable
random assignment
the random assorting of participants into the control or experimental group
sampling bias
the way that certain groups of people may be overcompensated in an example
placebo effect
the way that a brief about the effectiveness of a fake independent variable may make it look like a real independent variable
social desirability bias
the way that participants may alter their responses in order to appear more socially acceptable
halo effect
the way that the perception of one attractive trait bleeds into the assumption of more attractive traits
experimenter bias
the way that the researchers beliefs about the hypothesis may lead the results to appear confirmed
sing-blind procedure
when participants don’t know if they are receiving the independent variable
double-blind procedure
when neither the participants nor the researcher know if the participant is receiving the independent variable
peer review
before publication of a study, experts in the same field will evaluate the study to determine it’s scientific merits
correlational study
a study that focuses on the relationship between two variables and how strong that relationship is
naturalistic observation
researcher observes people in the real world without interference
case studies
in-depth investigation of a single individual (used for rare diagnosis and unusual data)
longitudinal study
studies the same feature(s) in the same participants over the course of many years, sometimes decades
cross-sectional study
a snapshot at the same point in time that allows for comparison of participants in different age groups to one another
metal analysis
a statistical method that combines the quantitative results of multiple studies to describe a single effect size
survey
questionnaire or interview that a researcher uses to collect info about participants
quantitative studies
a research method that collects numerical data
qualitative studies
a research method that uses in-depth, narrative data that is not translated into numbers
replication
results should be reproducible by others
mixed method studies
combine qualitative and quantitative studies
falsifiability
the possibility that an idea, hypothesis, or theory can be disproven through observation or experiment
mean
Sum of the scores, divided by the number of scores (“the average”)
mode
The score that occurs with the greatest frequency
median
the middle score after putting the distribution of scores in order
range
the difference between the highest value and the lowest value in a data set (the numerical bounds of the given values)
standard deviation
a statistical measure that qualifies the amount of variation or dispersion in a set of data values
normal distribution (normal curve)
a curve that is symmetric, scores cluster in the center (mean=median=mode), and has no boundaries (line never touches the horizontal axis)
regression toward the mean
the more data that is collected, the more each score is likely to be near the mean
percentile
the number of scores in a distribution that are equal to or below the given individual
statistical significance
a statement that indicates the likelihood that the results were due to chance
p value
a value that indicates the significance of a relationship between two variables
(.05< or equal to is not significant)
(0.5> is significant)
effect size
a measure of the magnitude (or meaningfulness) of a relationship between two variables. measured in cohen’s d
0.0-0.2 → small
0.3-0.5 → medium
0.6-0.9 → large
positive skew
is where the tail points to the positive end
negative skew
is where the tail points to the negative end
psychometrics
are the measures of behaviors and capacities, usually through psych tests. used in personality, intelligence, and diagnostics (SAT, gifted testing)
positive relationship/correlation
as one variable increases, so does the other variable
r value of 0-1
negative relationship/correlation
as one variable increases, the other variable decreases
r value of -1-0
Tuskegee syphilis study
600 black people in Alabama were led to believe they were being treated for syphilis, but were instead left purposefully untreated. sparked the necessity of INFORMED consent.
Stanford prison experiment
a mock prison was opened, to study the effects of a sense of authority, Guards abused their “authority” against prisoners, and the study ended within 6 days (compared to its intended 2 weeks). sparked the necessity of the IRB
Milgram obedience studies
the study made participants “teachers” who “shocked students.” the study wanted to test the ability for participants to stop following harmful commands. sparked the necessity for the IRB to establish morals
debriefing
review methods and aims with participants and check on their wellbeing. now a scientific standard
right to withdraw
ability of participants to leave the study at any time
confidentiality
researchers and participants have right to the results, unless the participant gives permission to share them
confederate
someone who pretends to be a participant but is actually working with the researcher
informed consent
participant must be aware of what the study looks at and what the potential consequences are
informed assent
same as consent, except from minors (who may not have the cognitive abilities to provide legal consent yet)
Internal Review Board (IRB)
Determines what studies are permissible to prevent participant harm
correlation coefficient
is the number that indicates how strong the correlation is (how strong the relationship) (expressed with r)