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critical thinking
thinking that does not blindly accept arguments and conclusions. Rather, it examines assumptions, discerns hidden values, evaluates evidence, and assesses conclusions.
hindsight bias
the tendency to believe, after learning an outcome, that one would have foreseen it
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
falsifiable
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 used in a research study
Replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding extends to other participants and circumstances
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 and 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
The bias from people's responding in ways they presume a researcher expects or wishes.
self-report bias
bias when people report their behavior inaccurately.
sampling bias (selection bias)
a flawed sampling process that produces an unrepresentative sample
random sample/selection
a sample that fairly represents a population because each member has an equal chance of inclusion
Population
all those in a group being studied, from which 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 things (from -1 to +1)
Variable
anything that can vary and is feasible and ethical to measure
Scatterplot
a graphed cluster of dots, each of which represents the values of two variables
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 to fall back (regress) toward their 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 unaware of, or blind to, the types of treatment they are receiving, but the administrator knows
double-blind procedure
an experimental procedure in which both the research participants and the research staff are ignorant (blind) 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
The experimental factor that is manipulated; the variable whose effect is being studied.
confounding variable
in an experiment, a factor other than the independent variable that might produce an effect and influence the study's results
experimenter bias
a phenomenon that occurs when a researcher's expectations or preferences about the outcome of a study influence the results obtained
dependent variable
The outcome factor; the variable that may change in response to manipulations of the independent variable.
Validity
the extent to which a test measures or predicts what it is supposed to
Quantitative Research
Research method that relies on quantifiable numerical data
informed consent
giving potential participants enough information about a study to enable them to choose whether they wish to participate
Debriefing
the post-experimental explanation of a study, including its purpose and any deceptions, to its participants
descriptive statistics
numerical data used to measure and describe 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 below a specific score in a distribution of scores
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 computed measure of how much scores vary around the mean score
normal curve (normal distribution)
a symmetrical, bell-shaped curve that describes the distribution of many types of data; most scores fall near the mean (about 68 percent fall within one standard deviation of it) and fewer and fewer 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 procedure for statistically combining the results of many different research studies to reach an overall conclusion
statistical significance
a statistical statement of how likely it is that an obtained result occurred by chance, assuming there is no difference between the populations being studied.
effect size
strength of the relationship between the independent and dependent variables. The larger the effect size, the more one variable can be explained by the other.
Psychology
the scientific study of behavior and mental processes
nature-nurture issue
the longstanding controversy over the relative contributions that genes and experience make to the development of psychological traits and behaviors. Today's science sees traits and behaviors arising from the interaction of nature and nurture
natural selection
the principle that, among the range of inherited trait variations, those contributing to reproduction and survival will most likely be passed on to succeeding generations
evolutionary psychology
the study of the evolution of behavior and the mind, using principles of natural selection
behavior genetics
the study of the relative power and limits of genetic and environmental influences on behavior
Enviornment
every nongenetic influence, from prenatal nutrition to the people and things around us
Heredity
the genetic transfer of characteristics from parents to offspring
Genes
the biochemical units of heredity that make up the chromosomes; a segment of DNA capable of synthesizing a protein
Genome
the complete instructions for making an organism, consisting of all the genetic material in that organism's chromosomes
identical (monozygotic) twins
Individuals who develop from a single fertilized egg that splits in two, creating two genetically identical organisms
fraternal (dizygotic) twins
Individuals who develop from separate fertilized eggs. They are genetically no closer than ordinary brothers and sisters, but they share a prenatal environment
interaction
the interplay that occurs when the effect of one factor (such as environment) depends on another factor (such as heredity)
Epigenetics
the study of molecule mechanisms by which environmental influences on gene expression that occur without a DNA change
Charles Darwin
English natural scientist who formulated a theory of evolution by natural selection (1809-1882)
nervous system
the body's speedy, electrochemical communication network, consisting of all the nerve cells of the peripheral and central nervous systems
Central Nervous System (CNS)
brain and spinal cord
Peripheral Nervous System (PNS)
the sensory and motor neurons that connect the central nervous system (CNS) to the rest of the body.
Nerves
bundled axons that form neural "cables" connecting the central nervous system with muscles, glands, and sense organs
sensory (afferent) neurons
neurons that carry incoming information from the sensory receptors to the brain and spinal cord
motor (efferent) neurons
neurons that carry outgoing information from the brain and spinal cord to the muscles and glands
Interneurons
neurons within the brain and spinal cord that communicate internally and intervene between the sensory inputs and motor outputs
somatic nervous system
the division of the peripheral nervous system that controls the body's skeletal muscles
autonomic nervous system
the part of the peripheral nervous system that controls the glands and the muscles of the internal organs (such as the heart). Its sympathetic division arouses; its parasympathetic division calms.
sympathetic nervous system
the division of the autonomic nervous system that arouses the body, mobilizing its energy in stressful situations
parasympathetic nervous system
the division of the autonomic nervous system that calms the body, conserving its energy
reflex
a simple, automatic response to a sensory stimulus, such as the knee-jerk response
Neuron
a nerve cell; the basic building block of the nervous system
cell body
Largest part of a typical neuron; contains the nucleus and much of the cytoplasm
Dendrites
a neuron's bushy, branching extensions that receive messages and conduct impulses toward the cell body
Axon
the segmented neuron extension that passes messages through its branches to other neurons or to muscles or glands
myelin sheath
A layer of fatty tissue segmentally encasing the fibers of many neurons; enables vastly greater transmission speed of neural impulses as the impulse hops from one node to the next.
glial cells (glia)
cells in the nervous system that support, nourish, and protect neurons. They may also play a role in learning, thinking and memory.
action potential
a neural impulse; a brief electrical charge that travels down an axon
threshold
the level of stimulation required to trigger a neural impulse
refractory period
the time following an action potential during which a new action potential cannot be initiated
all-or-none response
a neuron's reaction of either firing (with a full-strength response) or not firing.
Synapse
the junction between the axon tip of the sending neuron and the dendrite or cell body of the receiving neuron
Neurotransmitters
chemical messengers that cross the synaptic gaps between neurons
Endorphins
"morphine within"--natural, opiatelike neurotransmitters linked to pain control and to pleasure.
Agonist
a molecule that, by binding to a receptor site, stimulates a response
Antagonist
a molecule that inhibits or blocks a neurotransmitter's action
endocrine system
the body's "slow" chemical communication system; a set of glands that secrete hormones into the bloodstream
Hormones
chemical messengers that are manufactured by the endocrine glands, travel through the bloodstream, and affect other tissues
psychoactive drugs
chemicals that affect the central nervous system and alter activity in the brain, causing changes in perceptions and mood
substance use disorder
disorder characterized by continued substance craving and use despite significant life disruption and/or physical risk
Depressants
drugs that reduce neural activity and slow bodily functions
Tolerance
the diminishing effect with regular use of the same dose of a drug, requiring the user to take larger and larger doses before experiencing the drug's effect
addiction
compulsive drug craving and use, despite adverse consequences
Withdrawl
the discomfort and distress that follow discontinuing the use of an addictive drug