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Critical Thinking
Thinking that does not automatically accept arguments and conclusions. Rather, it examines assumptions, appraises the source, discerns hidden biases, and assesses conclusions.
Hindsight Bias
The tendency to believe, after learning an outcome, that one would have foreseen it
Overconfidence
The tendency to be more confident than correct—to overestimate the accuracy of our beliefs and judgments
Peer Reviewers
Scientific experts who evaluate a research article's theory, originality, and accuracy
Theory
An explanation using an integrated set of principles that organizes observations and predicts behaviors or events
Hypothesis
A testable prediction, often implied by a theory
Falsifiability
The possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
Operational Definition
A carefully worded statement of the exact procedures (operations) used in a research study. Also known as operationalization.
Replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
Case Study
A non-experimental technique in which one individual or group is studied in depth in the hope of revealing universal principles
Naturalistic Observation
A non-experimental technique of observing and recording behavior in naturally occurring situations without trying to manipulate or control the situation
Survey
A non-experimental technique for obtaining the self-reported attitudes or behaviors of a particular group, usually by questioning a representative, random sample of the group
Social Desirability Bias
Bias from people's responding in ways they presume a researcher expects or wishes
Self-Report Bias
Bias when people report their behavior innacurately
Sampling Bias
a flawed sampling process that produces an unrepresentative sample
Random sample
A sample that fairly represents a population because each member has an equal chance at inclusion
Population
All those in a group being studied, from which random samples may be drawn
Correlation
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
Correlation Coefficient
A statistical index of the relationship between two variables (from -1.00 to 1.00)
Variable
Anything that can vary and is feasible and ethical to measure
Illusory Correlation
Perceiving a relationship where none exists, or perceiving a stronger-than-actual relationship
Regression toward the mean
The tendency for extreme or unusual scores or events to fall back towards the average
Experiment
A research method in which an investigator manipulates one or more factors to observe the effect on some behavior or mental process
Experimental Group
In an experiment, the group that is exposed to the treatment - that is, to one version of the independent variable
Control Group
In an experiment, the group that is not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment
Random Assignment
assigning participants to experimental and control conditions by chance, thus minimizing preexisting differences between those assigned to the different groups
Single Blind Procedure
An experimental procedure in which the research participants are ignorant about whether they have received the treatment or placebo
double blind procedure
an experimental procedure in which both the research participants and the research staff are ignorant about whether the research participants have received the treatment or a placebo. Commonly used in drug-evaluation studies.
Placebo Effect
experimental results caused by expectations alone; any effect on behavior caused by the administration of an inert substance or condition, which the recipient assumes is an active agent
Independent Variable
In an experiment, the factor that is manipulated; the variable whose effect is being studied
dependent variable
In an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
Confounding Variable
In an experiment, a factor other than the factor being studied that influences a study's results
Experimenter Bias
Bias caused when researchers may unintentionally influence results to confirm their own beliefs
Validity
The extent to which a test or experiment measures or predicts what it is supposed to do
Quantitative Research
A research method that relies on quantifiable, numerical data
Qualitative Research
A research method that relies on in-depth, narrative data that are not translated into numbers
Informed Consent
Giving potential participants enough information about a study to enable them to choose whether they wish to participate
Debriefing
the postexperimental explanation of a study, including its purpose and any deceptions, to its participants
descriptive statistics
Numerical data used to measure and describe the characteristics of groups; includes measures of central tendency and measures of variation
histogram
a bar graph depicting a frequency distribution
mode
the most frequently occurring score(s) in a distribution
mean
the arithmetic average of a distribution, obtained by adding the scores and then dividing by the number of scores
median
the middle score in a distribution; half the scores are above it and half are below it
percentile rank
the percentage of scores that are lower than a given score
skewed distribution
a representation of scores that lack symmetry around their average value
range
the difference between the highest and lowest scores in a distribution
standard deviation
A compared measure of how much scores vary around the mean score
normal curve
the symmetrical bell-shaped curve that describes the distribution of many physical and psychological attributes. Most scores fall near the average, and fewer and fewer scores lie near the extremes.
inferential statistics
numerical data that allow one to generalize - to infer from sample data the probability of something being true of a population
meta-analysis
a statistical procedure for analyzing the results of multiple studies to reach an overall conclusion
statistical significance
a statistical statement of how likely it is that an obtained result occurred by chance
effect size
the strength of the relationship between two or more variables. The larger it is, the more one variable can be explained by the other.
Cultural Norms
Behavior patterns that are typical of specific groups
Confirmation Bias
A tendency to search for information that supports our preconceptions and to ignore or distort contradictory evidence
Random Assignment
Assigning participants to experimental and control conditions by chance, thus minimizing preexisting differences between those assigned to the different groups
Institutional Review
Process of examining studies for ethical concerns by a committee of peers
Informed Assent
Participant's agreement to participate in the absence of full understanding
Commonly applies to individuals who are under age or otherwise incapable of consent.
Confidentiality
The act of holding information in confidence, not to be released to unauthorized individuals
Deception
An act that misleads participants about the true purpose of a study or the events that will actually transpire
Research Confidentiality
The requirement for participants data to be secured/coded for anonymity
Variation
A change or slight difference in condition, amount, or level
Skewness
A measure of the degree to which a distribution is asymmetrical
Scatterplot
A graphed cluster of dots, each of which represents the values of two variables. Typically used in representations of correlation.
Bimodal Distribution
A frequency distribution that features two different values that are heavily populated with cases
Heredity/Nature
The genetic transfer of characteristics from parents to offspring
Environment/Nurture
every nongenetic influence, from prenatal nutrition to the people and things around us
Evolutionary Perspective
An approach to psychological inquiry that views human cognition and behavior in a Darwinian context of adaptation to physical and social environments and new intellectual challenges
Eugenics
a philosophy that seeks to eradicate genetic defects and improve the genetic makeup of populations through selective human breeding
Central Nervous System
The brain and spinal cord
Peripheral Nervous System
The sensory and motor neurons that connect the CNS to the rest of the body
Autonomic Nervous System
The part of the peripheral nervous system that controls the glands and muscles of the internal organs
Somatic Nervous System
The division of the PNS that controls the body's skeletal muscles. Also called the skeletal nervous system.
Parasympathetic Nervous System
The division of the ANS that calms the body, conserving its energy
Sympathetic Nervous System
The division of the autonomic nervous system that arouses the body, mobilizing its energy
Neuron
A nerve cell; the basic building block of the nervous system
Glial Cells
Cells in the nervous system that support, nourish, and protect neurons. They play a role in learning, thinking, and memory.
Reflex Arc
the nerve pathway involved in a reflex action - at its simplest, a sensory nerve and a motor nerve with a synapse between
Sensory Neurons
Also known as afferent neurons. Neurons that carry incoming information from the body's tissues and sensory receptors to the brain and spinal cord.
Motor Neurons
Also known as efferent neurons. Neurons that carry outgoing information from the brain and spinal cord to the muscles and glands.
Interneurons
Neurons witin the brain and spinal cord; they communicate internally and process information between the sensory inputs and motor outputs
All-or-Nothing Principle
A neuron's reaction of either firing (with a full-strength response) or not firing
Depolarization
a reduction in the electric potential across the plasma membrane of a neuron, such that the inner surface of the membrane becomes less negative in relation to the outer surface
Refractory Period
In neural processing, a brief resting pause that occurs after a neuron has fired; subsequent action potentials cannot occur until the axon returns to its resting state.
Reuptake
A neurotransmitter's reabsorption by the sending neuron
Multiple Sclerosis
a chronic, progressive disease involving damage to the sheaths of nerve cells in the brain and spinal cord. Symptoms may include numbness, impairment of speech and of muscular coordination, blurred vision, and severe fatigue.
Threshold
The level of stimulation required to trigger a neural impulse
Myasthenia Gravis
an autoimmune disorder in which the body produces antibodies against acetylcholine receptors, causing faulty transmission of nerve impulses at neuromuscular junctions
neurotransmitter
Chemical messengers that cross the synaptic gaps between neurons. When released, they bind to receptor sites on the receiving neuron, thereby influencing whether that neuron will generate a neural impulse.
excitatory neurotransmitter
Chemicals that depolarize postsynaptic neurons, resulting in a greater likelihood of an action potential
inhibitory neurotransmitter
chemicals that hyperpolarize the postsynaptic neurons, resulting in a lessened likelihood of an action potential
Dopamine
a neurotransmitter that has an important role in motor behavior and is implicated in numerous mental conditions and emotional states, as well as within the brain's reward center. Abnormalities regarding this neurotransmitter are associated with Parkinson's Disease, ADHD, and Schizophrenia.
Serotonin
A common neurotransmitter with roles in emotional processing, mood, appetite, and sleep. It is implicated in many psychological conditions, including depressive disorders, anxiety disorders, sleep disorders, aggression, and psychosis.
Norepinephrine
A chemical classified as both a hormone and neurotransmitter that assists in the regulation of arousal, attention, cognitive function, and stress reactions
Glutamate
The predominant excitatory neurotransmitter in the brain. Plays a critical role in cognitive, motor, and sensory functions.
GABA
a major inhibitory neurotransmitter in the nervous system
Endorphin
Neurotransmitters produced in the brain that block the perception of pain and increase feelings of wellbeing
Substance P
A neurotransmitter that is involved in the transmission of pain messages to the brain
Acetylcholine
a major neurotransmitter that plays an important role in memory formation and learning. Is implicated in both Alzheimer's disease and myasthenia gravis.
Hormone
A chemical messenger that is manufactured by endocrine glands, travel through the bloodstream, and affect other tissues