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Confirmation Bias
The tendency to search for, interpret, and remember information in a way that confirms one's preconceptions.
Hindsight Bias
The inclination to see events as having been predictable after they have already occurred.
Overconfidence
A cognitive bias characterized by an overestimation of one's own abilities, knowledge, or predictions.
Causation
Statement of direct cause and effect from the independent variable to the dependent variable. Only possible with a randomly assigned, controlled experiment (not correlation or other study type)
Non-Experimental Study
A type of research that does not involve manipulation of variables and instead observes them as they naturally occur.
Correlation
A statistical measure that describes the extent to which two variables change together.
Meta-Analysis
A statistical technique that combines the results of multiple studies to identify patterns or overall effects.
Independent Variable
The variable that is manipulated or controlled in an experiment to test its effects on the dependent variable.
Dependent Variable
The variable that is measured in an experiment to assess the effect of the independent variable.
Hypothesis
A testable prediction about the relationship between two or more variables.
Falsifiable Hypothesis
A hypothesis that can be proven false through evidence or experimentation.
Operational Definition
A clear and precise definition of a variable that specifies how it will be measured or manipulated.
Replication
The process of repeating a study to see if the same results can be obtained.
Confounding Variable
An unintended variable that systematically varies with your independent variable, which can influence the effect of on the dependent variable
Sampling Bias
A bias that occurs when the sample is not representative of the population from which it was drawn.
Generalizability
the extent to which the findings from one group (or sample) can be generalized or applied to other groups (or populations)
Placebo
A condition with no therapeutic value that still has an effect due to a subject's beliefs
Single Blind
An experimental design in which the participants do not know whether they are receiving the treatment or a placebo.
Double Blind
An experimental design in which neither the participants nor the experimenters know who is receiving the treatment or placebo.
Experimenter Bias
A cognitive bias that occurs when a researcher's expectations or preferences about the outcome of a study influence the results.
Social Desirability Bias
The tendency of respondents to answer questions in a manner that will be viewed favorably by others.
Mean
The average value of a set of numbers, calculated by dividing the sum of the values by the number of values. Can be negatively affected by outliers.
Median
The middle value in a list of numbers, which separates the higher half from the lower half. Useful when there are extreme outliers.
Mode
The value that appears most frequently in a data set.
Standard Deviation
a measure of variability that describes an average distance of every score from the mean
Normal Curve
A symmetrical, bell-shape that describes the regular distribution of individual data points around an entire data set.
Positive Skew
A distribution where most values are concentrated on the left (low numbers), with a long tail extending to the right (high numbers)
Negative Skew
A distribution where most values are concentrated on the right (high numbers), with a long tail extending to the left (low numbers)
Bimodal Distribution
A distribution with two different modes or peaks.
Regression to the Mean
The phenomenon where extreme values tend to be closer to the average on subsequent measurements.
Correlation Problems
Issues that arise in interpreting correlation, such as the third variable problem and directionality problem.
Third Variable Problem
A situation in which a third variable influences both the independent and dependent variables, creating a false impression of correlation.
Directionality Problem
The issue of not being able to determine which variable is the cause and which is the effect in a correlational study.
Self-Report Bias
A bias that occurs when individuals provide inaccurate or misleading information about themselves.
Experimental Ethics - Institutional Review Boards
Committees that review research proposals to ensure ethical standards are met and participants are protected.
Informed Consent
The process of providing potential research participants with information about a study so they can make an informed decision about their participation.
Confidentiality / Anonymous
The ethical principle of keeping participants' information private and not disclosing their identities.
Deception
The act of misleading participants about the true nature of a study, often used to prevent bias.
Debriefing
The process of informing participants about the true purpose of a study after their participation.
Nature vs Nurture
Discussion on the relative contributions of genetics and environment to human development.
Central Nervous System
Brain and spinal cord; controls body functions.
Peripheral Nervous System
A division of the nervous system consisting of all nerves that are not part of the brain or spinal cord.
Somatic Nervous System
Controls voluntary muscle movements.
Autonomic Nervous System
Regulates involuntary bodily functions.
Sympathetic Nervous System
Arouses body (e.g. increase heart rate, perspiration, dilated pupils); "fight or flight"
Parasympathetic Nervous System
Calms body; promotes rest and digestion.
Neurons
a nerve cell; the basic building block of the nervous system
Glial Cells
Supportive cells in the nervous system that assist neurons.
Sensory Neurons
Transmit sensory information to the brain.
Motor Neurons
Send signals from brain to muscles.
Interneurons
Connect sensory and motor neurons. (located in the brain and spinal cord)
Reflex Arc
A relatively direct connection between a sensory neuron and a motor neuron that allows an extremely rapid response to a stimulus, often without conscious brain involvement.
Action Potential
Electrical impulse traveling down a neuron.
All-or-nothing Principle
Neuron fires completely or not at all.
Depolarization
Initial increase in electrical charge of a neuron immediately after an action potential
Refractory Period
Time after an action potential when neuron cannot start a new action potential
Resting Potential
the state of the neuron when not firing an action potential
Reuptake
a neurotransmitter's reabsorption by the sending neuron
Threshold
Minimum stimulus required to trigger action potential.
Excitatory Neurotransmitter
A neurotransmitter which increases the likelihood of a neuron firing an action potential.
Inhibitory Neurotransmitter
A neurotransmitter which decreases the likelihood of a neuron firing an action potential.
Dopamine
Neurotransmitter linked to pleasure and reward.
Serotonin
Regulates mood, sleep, and appetite.
Norepinephrine
Involved in arousal and alertness.
Glutamate
Major excitatory neurotransmitter in the brain.
GABA
Primary inhibitory neurotransmitter in the brain.
Endorphins
Natural painkillers; promote feelings of pleasure.
Substance P
Neurotransmitter involved in pain perception.
Acetylcholine
Neurotransmitter for muscle action and memory.
Antagonist
Blocks neurotransmitter action at receptor sites.
Agonist
Mimics and enhances neurotransmitter action at receptor sites.
Reuptake Inhibitor
Prevents reabsorption of neurotransmitters - allowing them to build up in the synapse
Stimulant
Increases neural activity and energy levels.
Depressant
Reduces neural activity; calms body functions.
Hallucinogen
Alters perception and can induce hallucinations.
Opioid
Pain-relieving substances that can cause addiction.
Tolerance
Reduced response to a drug after repeated use.
Addiction
Inability to stop a behavior or drug despite negative consequences.
Withdrawal
Negative symptoms experienced after stopping drug use.
Brain Stem
Controls basic life functions - connects spinal cord to brain
Medulla
Regulates vital functions like heartbeat and breathing.
Reticular Formation
a nerve network that travels through the brainstem and plays an important role in controlling arousal
Cerebellum
Coordinates voluntary movements and balance.
Limbic System
neural system (including the hippocampus, amygdala, and hypothalamus) located below the cerebrum; associated with emotions and drives.
Thalamus
the brain's sensory switchboard, located on top of the brainstem; it directs messages to the sensory receiving areas in the cortex and transmits replies to the cerebellum and medulla
Hypothalamus
A region of the brain that regulates various bodily functions, including hunger and thirst.
Lateral Hypothalamus
Stimulates hunger and eating behaviors.
Ventromedial Hypothalamus
Signals fullness and stops eating.
Pituitary Gland
Master gland; regulates hormone release.
Hippocampus
Part of the limbic system; Critical for forming new memories.
Amygdala
Part of the limbic system; Processes emotions, especially fear and pleasure.
Cerebrum
Largest brain region; responsible for higher functions.
Corpus Callosum
Connects left and right brain hemispheres.
Brain Lobes
Four regions of the brain with specific functions.
Frontal Lobe
Involved in reasoning, planning, and movement.
Parietal Lobe
Processes sensory information; spatial awareness.
Temporal Lobe
Involved in auditory processing and memory.
Occipital Lobe
Processes visual information from the eyes.
Wernicke's Area
Language comprehension region in the brain.
Broca's Area
Language production region in the brain.