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Population
all those in a group being studied, from which samples may be drawn (Note: except for national studies, this does not refer to a countryś whole population).
Random Sample
a sample that fairly represents a population because each member has an equal chance of inclusion
Sampling Bias
a flawed sampling process that produces an unrepresentative sample
Self-Report Bias
bias when people report their behavior inaccurately
Social Desirability Bias
bias from people's responding in ways they presume a researcher expects or wishes
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.
Naturalistic Observation
a non-experimental technique of observing and recording behavior in naturally occurring situations without trying to manipulate and control the situation
Case Study
a non-experimental technique in which one individual or group is studied in depth in the hope of revealing universal principles
Replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced.
Operational Definition
a carefully worded statement of the exact procedures (operations) used in a research study. For example, human intelligence may be operationally defined as what an intelligence test measures. (Also known as operationalism).
Falsifiable
the possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
Hypothesis
A testable prediction, often implied by a theory.
Critical Thinking
Thinking that does not automatically accept arguments and conclusions. Rather, it examines assumptions, appraises the source, discerns hidden biases, evaluates evidence, and assesses conclusions.
Hindsight Bias
the tendency to believe, after learning an outcome, that one would have foreseen it (Also known as the I-knew-it-all-along phenomenon).
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
Regression Toward the Mean
the tendency for extreme or unusual scores to fall back (regress) toward their average.
Scatterplot
a graphed cluster of dots, each of which represents the values of two variables. The slope of the points suggests the direction of the relationship between the two variables. The amount scatter suggests the strength of the correlation.
Random Assignment
assigning participants to experimental and control conditions by chance, thus minimizing preexisting differences between those assigned to the different groups
Illusory Correlation
perceiving a relationship where none exists, or perceiving a stronger-than-actual relationship
Correlation Coefficient
a statistical index of the relationship between two variables (from -1 to +1)
Variable
anything that can vary and is feasible and ethical to measure.
Correlation
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other.
Single-Blind Procedure
an experimental procedure in which the research participants are ignorant (blind) about whether they have received the treatment or a placebo.
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.
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.
Experiment
A research method in which an investigator manipulates one or more factors (independent variables) to observe the effect on some behavior or mental process (the dependent variable).
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
Confounding Variable
in an experiment, a factor other than the factor being studied that might influence a study's results.
Experimenter Bias
bias caused when researchers may unintentionally influence results to confirm their own beliefs
Dependent Variable
in an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
Validity
the extent to which a test or experiment measures or predicts what it is supposed to
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 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 computed 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 mean (about 68 percent fall within one standard deviation of it) and fewer and fewer scores lie near the extremes. (Also called a normal distribution.)
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 a result (such as a difference between samples) occurred by chance, assuming there is no difference between the populations being studied.
effect size
the strength of the relationship between two variables. The larger the effect size, the more one variable can be explained by the other.
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
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
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 inherited traits enabling an organism to survive and reproduce in a particular environment will (in competition with other trait variations) 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
mutation
a random error in gene replication that leads to a change
environment
every nongenetic influence, from prenatal nutrition to our experiences of the people and things around us
heredity
the genetic transfer of characteristics from parents to offspring
genes
the biochemical units of heredity
genome
the complete instructions for making an organism
identical (monozygotic) twins
individuals who developed from a single fertilized egg that split in two, creating two genetically identical organisms
fraternal (dizygotic) twins
individuals who developed from separate fertilized eggs. They are genetically no closer than ordinary siblings, but they shared 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
"above" or "in addition to" (epi) genetics; the study of the molecular mechanisms by which environments can influence genetic expression (without a DNA change)
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 body's tissues and 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 process information between the sensory inputs and motor outputs
Somatic nervous system
the division of the peripheral nervous system that controls the body's skeletal muscles (aka the skeletal nervous system)
Autonomic nervous system (ANS)
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
the part of the neuron that contains the nucleus; the cell's life-support center.
dendrites
a neuron's often bushy, branching extensions that receive and integrate messages, conducting 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 fatty tissue layer segmentally encasing the axons of some neurons; enables vastly greater transmission speed as neural impulses hop 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
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
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. The tiny gap at this junction is called the synaptic gap or synaptic cleft.
neurotransmitters
chemical messengers that cross the synaptic gaps between neurons
reuptake
a neurotransmitter's reabsorption by the sending neuron
endorphins
"morphine within"--natural, opioid-like neurotransmitters linked to pain control and to pleasure.
agonist
a molecule that increases a neurotransmitter's action
antagonist
a molecule that inhibits or blocks a neurotransmitter's action
endocrine system
the body's "slow" chemical communication system; a set of glands and fat tissue that secrete hormones into the bloodstream
hormones
chemical messengers that are manufactured by the endocrine glands, travel through the bloodstream, and affect other tissues
biological psychology
the scientific study of the links between biological (genetic, neural, hormonal) and psychological processes
biophysical approach
an integrated approach that incorporates biological, psychological, and social-cultural levels of analysis
levels of analysis
the differing complementary views, from biological to psychological to social-cultural, for analyzing any given phenomenon
neuroplasticity
the brain's ability to change, especially during childhood, by reorganizing after damage or by building new pathways based on experience
lesion
tissue destruction. Brain lesions may occur naturally (from disease or trauma), during surgery, or experimentally (using electrodes to destroy brain cells).