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correlation  Exists when two different measures of the same people, events, or things vary together; the presence of a correlation makes it possible to predict values on one variable by knowing the values on the second variable.
correlational research  Research whose goal is to identify predictive relationships among naturally occurring variables.
correlation coefficient  Statistic indicating how well two measures vary together; absolute size ranges from 0.0 (no correlation) to 1.00 (perfect correlation); direction of covariation is indicated by the sign of the coefficient, a plus (+) indicating that both measures covary in the same direction and a minus (-) indicating that the variables vary in opposite directions.
cross-sectional design  Survey research design in which one or more samples of the population are selected and information is collected from the samples at one time.
interviewer bias  Occurs when the interviewer tries to adjust the wording of a question to fit the respondent or records only selected portions of the respondent’s answers.
longitudinal design  Research design in which the same sample of respondents is interviewed (tested) more than once.
nonprobability sampling  A sampling procedure in which there is no way to estimate the probability of each element’s being included in the sample; a common type is convenience sampling.
population  Set of all the cases of interest.
probability sampling  Sampling procedure in which the probability that each element of the population will be included in the sample can be specified.
questionnaire  A set of predetermined questions for all respondents that serves as the primary research instrument in survey research.
representativeness  A sample is representative to the extent that it has the same distribution of characteristics as the population from which it was selected; our ability to generalize from sample to population is critically dependent on representativeness.
response bias  Threat to the representativeness of a sample that occurs when some participants selected to respond to a survey systematically fail to complete the survey (e.g., due to failure to complete a lengthy questionnaire or to comply with a request to participate in a phone survey).
sample  Something less than all the cases of interest; in survey research, a subset of the population actually drawn from the sampling frame.
selection bias  Threat to the representativeness of a sample that occurs when the procedures used to select a sample result in the over- or under-representation of a significant segment of the population.
simple random sampling (random selection)  Type of probability sampling in which each possible sample of a specified size in the population has an equal chance of being selected.
social desirability  Pressures on survey respondents to answer as they think they should respond in accordance with what is most socially acceptable, not in accordance with what they actually believe.
stratified random sampling  Type of probability sampling in which the population is divided into subpopulations called strata and random samples are drawn from each of these strata.
successive independent samples design  Survey research design in which a series of cross-sectional surveys is done and the same questions are asked of each succeeding sample of respondents.







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