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Hindsight bias
After an event occurs people tend to think they knew it would happen all along
Confirmation bias
the tendency to pay more attention to information that supports pre-existing ideas
Overconfidence
individuals tend to overestimate the accuracy of their knowledge and beliefs
Quantitative research
uses numerical measures in research
Qualitative research
uses complex textual responses and looks for key themes for research
hypothesis
expresses a relationship between two variables
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 see how it is affected by changes in the independent variable
falsifiable
a hypothesis can be tested and proven wrong through experimentation
operational definition
explain how variables in a research study will be measured so that the study can be replicated
validity
research measures what the researcher set out to measure
reliability
research can be replicated and results will be consistent
sample
group of participants
population
anyone or anything that could possibly be selected to be in the sample
representative sample
sample represents the larger population
random sampling
every member of the population has an equal chance of being selected
random selection
allows findings to be generalized
stratified sampling
process that allows a researcher to ensure that the sample represents the population on some criteria
confounding variable
any different between the experimental and control conditions except for the independent variable that might affect the dependent variable
random assignment
each participant has an equal chance of being placed into either group
experimenter bias
the unconscious tendency for researchers to treat members of the experimental and control groups differently to increase the change of confirming the hypothesis
double-blind study
a research design in which neither the participants nor the experimenters know who is receiving the treatment or the control, reducing bias
single-blind study
only the participants do not know which group they have been assigned to
social desirability effect
tendency to give answers that reflect well upon oneself
experimental group
gets the independent variable, treatment or condition
control group
does not receive the independent variable
Hawthorne Effect
the alteration of behavior by study participants due to their awareness of being observed
placebo effect
a phenomenon where participants experience changes in their condition due to their belief in receiving treatment, rather than the treatment itself
positive correlation
a relationship between two variables where they increase or decrease together
negative correlation
a relationship between two variables in which one variable increases as the other decreases
Likert scale
survey where you pose a statement and ask people to express their level of agreement or disagree with the statement
directionality problem
inability to tell which variable came first (temporal precedence)
naturalistic observation
a research method where behavior is observed in its natural environment without interference or manipulation
case study
a research method that involves an in-depth analysis of a single individual or group, providing detailed insights and understanding of complex issues (findings cannot be generalized)
measures of central tendency
measures used to mark the center of a distribution (mean, median, mode)
mean
the average score calculated by adding all scores and dividing by the number of scores
median
the middle score in a distribution when the scores are arranged in order
mode
the value that appears most frequently in a data set (can be biomodal)
positively skewed
outlier is very high causing a tail on the higher end of the distribution
negatively skewed
outlier is very low causing a tail on the lower end
range
the difference between the highest and lowest values in a data set
variance
a measure of how far a set of numbers are spread out from their average value
standard deviation
a measure of the amount of variation or dispersion in a set of values, indicating how much individual scores deviate from the mean
normal curve
bell-shaped distribution where 68% in one standard deviation, 95% in two, and 99% in three from the mean
z-score
a statistical measurement that describes a value's relation to the mean of a group of values, expressed in terms of standard deviations (range from -3 to 3)
correlation
measures the relationship between two variables (can be positive or negative)
correlation coefficient
range from -1 to 1 with 0 indicating the weakest possible correlation
statistically significant
an indication that the results observed in a study are unlikely to have occurred by chance, often assessed using p-values (p-value less than 0.05 means the results are statistically significant)
p-value
probability that the difference between groups in studies is due to chance (smaller means more likely statistically significant results)
effect size
practical significance of research results
Meta-analysis
a statistical technique that combines the results of multiple studies to identify trends or overall effects more accurately
informed consent
participants should know they are involved in research and give their consent
informed assent
when minors are asked for consent to participate in research
human research standards
no coercion, informed consent/assent, confidentiality, risk and protection from harm, debriefing
genetic predisposition
the increased chance of developing a specific trait or condition due to our genetic code
monozygotic twins
develop from one fertilized egg called a zygote
nature vs nurture
the debate regarding the relative contributions of genetics and environment to human development and behavior
neuron
individual nerve cell
neural transmission
when a neuron transmits a message
resting potential
the state of a neuron when it is not firing, characterized by a negative electrical charge inside the cell relative to the outside
threshold
the level of stimulation required to trigger a neural impulse
action potential
the electrical impulse that travels down the axon of a neuron when the threshold is met, causing the neuron to fire
all or none principle
the principle that a neuron will either fire an action potential at full strength or not at all, depending on whether the threshold is reached
depolarization
the process of a neuron firing and becoming more positive relative to the outside (the negative charge becomes depolarized due to positive ions rushing into the cell)
excitatory neurotransmitters
excite the next cell into firing
inhibitory neurotransmitters
inhibit the next cell from firing
dopamine
A neurotransmitter involved in reward, motivation, alertness and motor control (lack of it is associated with Parkinson’s disease; too much is associated with schizophrenia)
serotonin
a neurotransmitter relating to mood control (lack of it is associated with clinical depression)
norepinephrine
a neurotransmitter that is involved with alertness and arousal (lack of it is associated with depression)
glutamate
an excitatory neurotransmitter involved in memory (triggers migraines and seizures)
GABA
an inhibitory neurotransmitter that can cause sleep problems
endorphins
a neurotransmitter involved with pain control and addictions
Substance P
neurotransmitter involved with pain perception (lack of it is related to lack of pain perception)
acetylcholine
a neurotransmitter involved with motor movement (lack of it is associated with Alzheimer's disease and Myasthenia gravis, a muscle weakness condition)
sensory (afferent) neurons
take information from the senses to the brain
interneurons
located in the brain and spinal cord and take the messages and send them to the brain or efferent neurons
motor (efferent) neurons
taken information from the brain to the rest of the body
central nervous system (CNS)
part of the nervous system that consists of the brain and spinal cord
peripheral nervous system
part of the nervous system that contains all the nerves not in the CNS
reflex arcs
neural pathways that control reflex actions such as the knee jerk reaction and response to hot or cold stimuli
somatic nervous system
controls all the voluntary movements
autonomic nervous system
the involuntary functions of the body such as heartbeat and digestion
sympathetic nervous system
a branch of the autonomic nervous system that prepares the body for action, especially in stressful situations, increasing heart rate and blood flow but slows down other functions like digestion (fight or flight)
parasympathetic nervous system
a branch of the autonomic nervous system that helps the body to relax and conserve energy after a stressful situation, slowing heart rate and promoting digestion (return to homeostasis)
endocrine system
the collection of glands that produce hormones in the body, regulating processes such as metabolism, growth, and mood
adrenaline
hormone activated during the fight or flight response to speed up bodily processes
leptin
hormone that suppresses hungerby signaling the brain to reduce appetite and increase energy expenditure
ghrelin
hormone that motivates eating/increases hunger
melatonin
hormone that triggers sleep and wakefulness responses in the brain
oxytocin
hormone that promotes good feelings like trust and bonding
adrenal glands
produce adrenaline and activate the fight or flight response
ovaries and testes
produce the sex hormones
lesioning
removal or destruction of a part of the brain
electroencephalogram (EEG)
a test that detects electrical activity in the brain by using small electrodes attached to the scalp; it is widely used in sleep research
Computerized Axial Tomography (CAT or CT)
sophisticated X ray used to create detailed images of the brain
magnetic resonance imaging (MRI)
a medical imaging technique that uses magnetic fields and radio waves to measure the density and location of brain material
positron emission tomography (PET)
lets researchers see what areas of the brain are most active during certain tasks, and shows warmer colors to represent higher activity; different scans are used for neurotransmitters, drugs, and oxygen flow
functional MRI (fMRI)
a type of MRI that measures brain activity by detecting changes in blood flow, allowing researchers to observe brain function in real-time and tying it to cognitive tasks
hindbrain
lower part of the brain responsible for life support systems (medulla, pons, cerebellum)
medulla (oblongata)
part of the hindbrain that regulates vital functions such as heart rate, breathing, and blood pressure