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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.)
Confirmation bias
a tendency to search for information that supports our preconceptions and to ignore or distort contradictory evidence
Overconfidence
the tendency to be more confident than correct—to overestimate the accuracy of our beliefs and judgments.
Quantitative research
using numerical measures
Qualitative research
complex textual responses
Hypothesis
a testable prediction, often implied by a theory
Dependent variable
in an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated.
Independent variable
in an experiment, the factor that is manipulated; the variable whose effect is being studied
Falsifiable
a hypothesis or theory that can be potentially proven false through experimentation or observation
Operational definitions
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.
Replicated
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
Sample
the group of participants
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 country’s whole population.)a sample that fairly represents a population because each member has an equal chance of inclusion.
Representative sample
a sample that’s representative of a larger population
Random sampling
a sample that fairly represents a population because each member has an equal chance of inclusion.
Convenience sampling
collecting data from a group of people who are easily accessible to you (friends/family)
Generalize
the tendency, once a response has been conditioned, for stimuli similar to the conditioned stimulus to elicit similar responses. (In operant conditioning, generalization occurs when responses learned in one situation occur in other, similar situations.)
Stratified sampling
Confounding variables
a factor other than the factor being studied that might influence a study’s results.
Random assignment
assigning participants to experimental and control groups by chance, thus minimizing preexisting differences between the different groups.
Experimenter bias
Double-blind study
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
Single-blind study
Social desirability bias
Experimental group
in an experiment, the group exposed to the treatment, that is, to one version of the independent variable
Control group
in an experiment, the group not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment.
Placebo method
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
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.
Positive correlation
Negative correlation
Study
Likert scales
Directionality problem
Third variable
Naturalistic observation
a descriptive technique of observing and recording behavior in naturally occurring situations without trying to manipulate or control the situation.
Structured interview
Case study
a descriptive technique in which one individual or group is studied in depth in the hope of revealing universal principles.
Central tendency
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
Mode
the most frequently occurring score(s) in a distribution.
Bimodal
Positively skewed
Negatively skewed
Range
the difference between the highest and lowest scores in a distribution.
Variance
Standard deviation
a computed measure of how much scores vary around the mean score
Normal curve
(normal distribution) a symmetrical, bellshaped 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.
Percentiles
a measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
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 −1.00 to +1.00).
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 of scatter suggests the strength of the correlation (little scatter indicates high correlation).
Statistically significant
Effect size
Replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced.
Meta-analysis
a procedure for statistically combining the results of many different research studies
Peer review
No coercion
Informed consent
giving potential participants enough information about a study to enable them to choose whether they wish to participate.
Deception
Informed assent
Confidentiality
Risk
Protection from harm
Debriefing
Genetic predisposition
Neurons
a nerve cell; the basic building block of the nervous system.
Multiple sclerosis
Neural transmission
Resting potential
Threshold
Action potential
a neural impulse; a brief electrical charge that travels down an axon.
All-or-none principle
Depolarization
Resting potential
Excitatory
Inhibitory
Dopamine
Serotonin
Norepinephrine
Glutamate
GABA
Endorphins
“morphine within”—natural, opiate-like neurotransmitters linked to pain control and to pleasure
Substance P
Acetylcholine
Alzheimer's disease
a neurocognitive disorder marked by neural plaques, often with onset after age 80, and entailing a progressive decline in memory and other cognitive abilities.
Myasthenia gravis
Sensory neurons
Interneurons
neurons within the brain and spinal cord; they communicate internally and process information between the sensory inputs and motor outputs.
Motor neurons
Central nervous system
the brain and spinal cord.
Peripheral nervous system
the sensory and motor neurons that connect the central nervous system (CNS) to the rest of the body
Reflex arcs
Somatic nervous system
the division of the peripheral nervous system that controls the body’s skeletal muscles. Also called the skeletal nervous system.
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.
Parasympathetic nervous system
the division of the autonomic nervous system that calms the body, conserving its energy.
Endocrine system
the body’s “slow” chemical communication system; a set of glands that secrete hormones into the bloodstream. (
Hormones
Adrenaline