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Empiricism
is the belief that accurate knowledge can be acquired through observation
Scientific method
is a procedure for using empirical evidence to establish facts
Theories
is a hypothetical explanation of a natural phenomenon. Is explanation of how something in the natural world works and why it works that way
Hypothesis
is a falsifiable prediction made by a theory
Empirical method
is a set of rules and techniques for observation
Method
is technologies that enhance the power of senses
Methods of observation
determines what people do
Methods of explanation
determines why people do something
Operational definition
a description of property in a measurable terms
Construct validity
the extent to which the thing being measured adequately characterizes the property
Power
a detector’s ability to detect the presence of differences or changes in the magnitude of a property
Reliability
a detector’s ability to detect the absence of differences or changes in the magnitude of a property
Demand characteristics
those aspects of an observational setting that cause people to behave as they think someone else wants or expects them to
Naturalistic observation
a technique for gathering scientific information by unobtrusively observing people in their natural environments
Observer bias
the tendency for observers’ expectations to influence both what they believe they observe and what they actually observed
Double-blind study
a study in which neither the researcher nor the participant knows how the participants are expected to behave
Population
a complete collection of people
Sample
a partial collection of people drawn from a population
Frequency distribution
a graphic representation showing the number of times that the measurement of a property takes on each of its possible values
Normal distribution
a mathematically defined distribution in which the frequency of measurements is highest in the middle and decreases symmetrically in both directions
Mode
the value of the most frequently observed measurement
Mean
the average value of all the measurements
Median
the value that is greater than or equal to half the measurements and less than or equal to half the measurements
Descriptions of variability
statements about where the measurements in a frequency distribution tend to lie relative to each other
Range
the value of the largest measurement in a frequency distribution minus the value of the smallest measurement
Standard deviation
a statistic that describes how each of the measurements in a frequency distribution differs from the mean
Variables
properties that can take on different values
Correlation
the relationship that results when variations in the value of one variable are synchronized with variations in the value of the other
Correlation coefficient
a mathematical measure of both the direction and strength of a correlation, which is symbolized by the letter r
Natural correlations
the correlations we observe in the world around us
Third-variable problem
the fact that the natural correlation between two variables cannot be taken as evidence of a causal relationship between them because the third variable might be causing them both
Experimentation
a technique for establishing the causal relationship between variables
Manipulation
a technique for determining the causal power of a variable by actively changing its value
Independent variable
the variable that is manipulated in an experiment
Dependent variable
the variable that is measured in an experiment
Self-selection
a problem that occurs when anything about a participant determines the participant’s condition
Random assignment
a procedure that assigns participants to a condition by change
Internal validity
an attribute of an experiment that allows it to establish causal relationships
External validity
an attribute that of an experiment in which variables have been operationally defined in a normal, typical or realistic way
Case method
a procedure for gathering scientific information by studying a single individual
Random sampling
a technique for choosing participants that ensures that every member of a population has an equal change of being included in the sample
Replication
an experiment that uses the same procedures as a previous experiment but with a new sample from the same population
Type 1 replication error
when researchers conclude that there is a causal relationship between two variables when in fact there is not
Type 2 replication error
when researchers conclude that there is not a causal relationship between two variables when in fact there is
Informed consent
is a verbal agreement to participate in a study made by an adult who has been informed of all the risks that participation may entail
Debriefing
a verbal description of the true nature and purpose of a study