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Experiment
A research method that tests causal relationships by manipulating one or more independent variables and observing the effect on a dependent variable. Experiments often involve control and experimental groups to ensure valid results.
Correlational Study
A non-experimental research method used to assess the relationship or correlation between two variables.
meta-analysis
A statistical technique that combines the results of multiple studies to identify overall trends and effects.
case study
A research method that involves an in-depth examination of a single individual, group, or event over time, providing detailed qualitative data.
Usually a small group (1-5 people)
natural observation
A research method that involves observing subjects in their natural environment without manipulation or control by the researcher.
independent variable
The variable that is manipulated or changed in an experiment to observe its effect on the dependent variable. (CONTROLLABLE)
dependent variable
The variable that is measured or observed in an experiment; it is affected by changes in the independent variable. (UNCONTROLLABLE)
confounding variable
A factor other than the independent variable that might produce an effect in an experiment, potentially skewing results.
Mean
average
Mode
most prevalent
Median
middle of the data set
Range
differenc between the biggest and smallest
Standard deviation
a measure of the amount of variation or dispersion of a set of values.
statistical significance
the likelihood that a relationship or difference observed in data is not due to chance.
Informed consent
the process by which participants are fully informed about the study and agree to participate voluntarily.
no coercion
forbids one person from forcing another to do something they don’t want to
right to withdraw
the participant's ability to exit a study at any time without penalty.
no harm (pyschological or physical)
Research participants should not experience any physical or psychological injury as a result of their participation.
Condiedentiality
The ethical principle that requires researchers to protect the privacy of participants by keeping their information secure and undisclosed.
debrief afterwards
Participants are given information about the study after it concludes, including its purpose and any potential effects.
Behavioral approach
How we learn observable responses
Biological approach
How the body and brain enable emotions, memories, actions, memories, and sensory experiences
Cognitive approach
How we THINK, encode, process, store, and retrieve info
Evolutionary approach
How the natural selection of traits has promoted the survival of genes
Humanistic approach
How we meet our needs for love and acceptance and achieve self-fulfullment
Psychodynamic approach
How behavior springs from UNCONSCIOUS drives and conflicts
Social-cultural approach
How behavior and thinking vary across situations and cultures
Hindsight bias
“I knew it all along”
Gamblers fallacy
Despite seeming patterns, the outcome of one toss gives no clue to the outcome of the next
Sunken cost fallacy
a person is reluctant to abandon a strategy or course of action because they have invested heavily in it, even if the abandonment would be more beneficial
Falsibility
the possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
Operational definition
statement of exact procedure used in a research study
they allow for studies to be replicated
causation
action of causing something
CORRELATION IS NOT CAUSATION
One variable dosen’t always affect the other/cause it to change
correlation
One variable dosen’t always affect the other/cause it to change
correlation coefficient
Statistical index of relationships between two variables (1.0 to -1.0)
The closer to 1 or -1, the greater the correlation
Cannot be greater than 1
Don’t pay attention to the negative
Illusory correlation
When we believe there is a relationship between 2 things, we are likely to notice and recall instances that confirm our belief.
double blind procedure
Neither the participants nor researchers know which group is recieving what
placebo effect
a phenomenon in which some people experience a benefit after the administration of an inactive substance or sham treatment
Fake treatment that can produce a very real response
Expectations can lead to effectiveness
regression towards the mean
Tendency for extreme or unusual scores or events to all back (regress) toward the mean
Extraordinary happenings tend to be followed by more ordinary ones
qualitative research
research method that relies on in-depth, narrative data that are not translated to numbers
Examples: interviews, observations, focus groups
hawthorne effect
People change their behavior because they are being observed
social desirability
When people respond in a way they presume a researcher expects or wishes
random sampling
a sample that fairly represents a population because each member has an equal chance of inclusion
sampling bias
flawed sampling that produces an unrepresentative sample
quantitative research
Relies on numerical data
p-value
For most psychologists, proof beyond a reasonable doubt is less than 5% chance that something is happening by chance
May be statistically significant, but lack partial significance
effect size
Explains how meaningful the relationship between variables or the difference between groups is
Large effect size- practical significance
Small effect size- limited practical applications
descriptive statistics
numerical data used to measure and describe characteristics of groups (helps oragnize the data meaningfully and to explain data gathered)
Simple, and does not make assumptions about larger populations
interential statistics
numerical data used to make inferences or prediction for larger populations
applied research
research conducted to solve practical problems and improve the quality of life
basic research
focused on understanding fundamental aspects of human behavior and mental processes without immediate practical applications
stratified sampling
a population is divided into subgroups (strata) based on shared characteristics (like age, gender, or education level). Then, a random sample is taken from each subgroup, ensuring the sample reflects the diversity of the population
experimental bias
researcher's behavior or expectations unintentionally influence the outcome of the study
single-blind procedure
research participants are unaware of whether they are receiving the treatment or a placebo, while the researchers or experimenters are aware of the assignment
response/participant bias
the tendency for participants to behave in a way that they believe will be perceived favorably by the researcher or to conform to what they believe the study is about
z score
a statistical measure that indicates how many standard deviations a data point is away from the mean of a distribution