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confirmation bias
we tend to look for evidence that confirms our beliefs
overconfidence error
when our subjective confidence in our answer is much higher than our objective accuracy
scientific attitude
curiosity, skepticism, and humility
machine
the mind is a product of the brain (mUSE)
unconscious
we are aware of only a small part of our mental activity (MuSE)
social
other influence/change our behaviors and thoughts (MUsE)
experience
Experience physically changes the brain (MUSe)
hawthorne effect
a phenomenon where individuals modify their behavior—often improving performance—simply because they are aware of being observed, rather than due to changes in environmental conditions
rosenthal effect
a psychological phenomenon where high expectations lead to improved performance, while low expectations lead to lower performance
illusory correlations
the cognitive bias of perceiving a relationship between variables (events, actions, or traits) even when no such relationship exists
availability heuristic
a mental shortcut where people estimate the probability or frequency of an event based on how easily examples come to mind
representativeness heuristic
a mental shortcut that helps in making quick, intuitive judgments by assessing how closely an object, person, or event resembles a typical prototype or stereotype, rather than relying on actual probability data
base rate fallacy
cognitive bias where people focus on specific, vivid information while ignoring general, statistical data (base rates) when assessing probabilities
empirical evidence
systematic, rigorous, independently verifiable, falsifiable, peer reviewed
good theory
supported by data, falsifiable, parsimonious, weight of evidence
causation
experiments
correlation
prediction
operational definitions
to define the variables of a hypothesis is a measurable way
descriptive methods
research tools used to observe, collect, and record data about behavior and mental processes as they occur, without manipulating variables
experimental methods
scientific procedures used to determine cause-and-effect relationships by manipulating one variable (independent variable) to measure its effect on another (dependent variable) under controlled conditions
naturalistic observation
watching behavior without trying to change or influence the behavior
case study
examining one individual in depth
correlation
observation that two traits or attributes are related to each other in a predictable way
correlation efficient
a measure of how closely two factors vary together, or how well you can predict a change in one from observing a change in the other
strength (CE)
how close the dots are to a straight line, number varies from 0.00 to ± 1.00
direction (CE)
postive (upward slope) or negative (downward slope)
random sampling
a technique for making sure that every individual in a population has an equal chance of being in your sample.
independent variable
manipulated variable
dependent variable
variable we expect to change
extraneous variables
any factors in an experiment, other than the independent variable, that can influence the dependent variable and skew results
confounding variables
external factors in research that influence both the independent and dependent variables, creating false correlations or masking true relationships
control group
group that is the same in every way except the one variable we are changing
random assignment
randomly selecting some study participants to be assigned in the control group or the experiment group
replicating research
trying it again using the same operational definitions of the concepts and procedures
test-retest
do participants have similar scores if they repeat the measure
interrater
do multiple observers come to the same conclusion
internal validity
extent to which a causal conclusion is warranted
external validity
extent to which the results of an experiment will generalize beyond the study’s sample
categorical variable
mutually exclusive categories, not ranked
ordinal variable
ordered categories where difference between measurements is not meaningful
interval variables
difference between measurements is meaningful - no true zero
ratio variable
true/meaningful zero
Institutional Review Board
IRB
Institutional animal care and use committee
IACUC
justice
any decision to include or exclude participants must be scientifically justified
beneficence
need for research to maximize benefits and minimize potential harm to participants
respect for persons
participants are treated as autonomous, capable decision-makers
justice
How are participants selected? do they represent the people who will benefit from the study?
beneficience
cost-benefit analysis
respect for persons
informed consent, protection of vulnerable populations, deception and debriefing
replacement
how could we use alternative techniques or avoid the use of animals altogether?
refinement
what procedures will be used to refine the technique to minimize pain and suffering
reduction
what will be done to minimize the number of procedures or animals used
rehabilitation
provide care and rehabilitation to animals after they have finished being in the experiment
repayment
if not to the study animals than to the species (memorials, donations)