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hypothesis
A proposed explanation for a prediction about the relationship between variables, which can be tested through research and experimentation.
operational definition
A statement that describes how a concept or variable is measured or defined in a specific context, allowing it to be tested.
qualitative data
Information that describes qualities or characteristics, often collected through interviews, observations, or open-ended surveys. (like features: eye color)
quantitative data
Information that can be measured and expressed numerically, typically collected through tools like surveys with closed-ended questions or experiments.
population
everyone the research can apply to
sample
A group of the population selected for research, representing a portion of the a group to draw conclusions.
placebo effect
The phenomenon where individuals experience perceived improvements in their condition after receiving a treatment that has no therapeutic effect, often because they believe they are receiving real treatment.
double blind
A study design in which neither the participants nor the researchers know who is receiving the treatment or placebo, reducing bias in the results. (drug studies)
single blind
A study design in which only the participants do not know whether they are receiving the treatment or placebo, while the researchers do. (gender, age etc.)
confound
error / flaw in study that is accidentally introduced that can distort the true relationship between the variables, leading to inaccurate conclusions.
random assignment
A method used in experimental design to allocate participants to different groups randomly, ensuring that each participant has an equal chance of being assigned to any group.
correlation
identify relationship between two variables
experiments
research methods that manipulate one or more variables to observe effects on another variable, often involving controlled conditions to determine cause & effect
independent variable
a variable that is manipulated or altered in an experiment to observe its effects on the dependent variable. (experimental group , control group)
experimental group
the group in an experiment that receives the treatment or intervention being tested; can have multiple groups
control group
the group in an experiment that does not receive the treatment and is used as a benchmark to compare results against the experimental group.
dependent variable
the variable that is measured or observed in an experiment to assess the effect of the independent variable.
naturalistic observation
a research method involving observing subjects in their natural environment without interference.
case study
studies usually one person in great details
meta analysis
a statistical technique that combines the results of multiple studies to identify patterns or overall effects.
mean
a measure of central tendency calculated by adding a set of values and dividing by the number of values.
median
the middle value in a sorted data set, separating the higher half from the lower half.
mode
the value that appears most frequently in a data set.
range
the difference between the highest and lowest values in a data set.
standard deviation
average amount the scores are spread from the mean (bigger # = more spread)
statistical significance
the likelihood that a result or relationship is caused by something other than mere random chance.
effect size
a measure of the strength of the relationship between two variables, typically indicating how large an effect is in a given context.
surveys
a method of gathering information from individuals, typically using questionnaires or interviews to assess opinions, behaviors, or characteristics.
social desirability
the tendency of respondents to answer questions in a manner that will be viewed favorably by others, often leading to biased results in surveys. (lying)
wording effects
biases in survey responses caused by the phrasing of questions, which can influence how respondents interpret and answer them.
random sample (selection)
method for choosing participants for your study; everyone has a chance to take part, increases generalizability
representative sample
sample mimics the general populations
convenience sample
a non-probability sampling method where participants are selected based on their easy availability
sampling bias
sample isn’t representative due to convenience sampling
cultural norms
the shared standards and patterns that guide behavior and expectations within a specific group or society.
experimenter bias / participant bias
the tendency for researchers or participants to influence the results of an experiment based on expectations or preconceptions.
cognitive bias
bias in thinking/judgment
confirmation bias
the tendency to search for, interpret, and remember information in a way that confirms one's preexisting beliefs.
hindsight bias
“i knew it”
overconfidence
an individual's excessive confidence in their own answers, predictions, or abilities.
Hawthorne effect
people change their behavior when watched