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structure
the degree of standardization used with the data collection instrument
fixed-alternative question
a question in which the responses are limited to state alternatives
open-ended question
a question for which respondents are free to reply in their own words rather than being limited to choosing from among a set of alternatives
disguise
the amount of knowledge about the purpose of sponsor of study communicated to the respondent.
debriefing
the process of providing appropriate information to respondents after data have been collected
personal interview
direct, face-to-face conversation between an interviewer and the respondent
mall intercept
a method of data collection in which interviewers in a shopping mall stop or interrupt a sample of those passing by to ask them if they would be willing to participate in a research study
telephone interview
telephone conversation between an interviewer and a respondent
random-digit dialing (RDD)
a technique used in studies using telephone interviewers in which the numbers to be called are randomly generated
computer-assisted interviewing (CAI)
using computers to manage the sequence of questions and to record the answers electronically through the use of a keyboard
mail questionnaire
a questionnaire administered by mail to designated respondents with an accompanying cover letter. The respondents return the questionnaire by mail to the research organization
internet-based questionnaire
a questionnaire that relies on the internet for recruitment and/or completion; two forms include email surveys and questionnaires completed on the web
measurement
rules for assigning numbers to objects to represents quantities of attributes
nominal scale
measurement in which numbers are assigned to objects or classes of objects solely for the purpose of identification
ordinal scale
measurement in which numbers are assigned to data on the basis of some order (more than, greater than) of the objects
ratio scale
measurement that has a natural, or absolute, zero and therefore allows the comparison of absolute magnitudes of the numbers
self-report
a method of assessing attitudes in which individuals are asked directly for their beliefs about or feelings toward an object or class of objects
itemized-ratings scale
a scale on which individuals must indicate their ratings of an attribute or object by selecting the response category that best describes their position on the attribute or object
summated-ratings scale
a self-report technique for attitude measurement in which respondents indicate their degree of agreement or disagreement with each of a number of statements
semantic-differential scale
a self-report technique for attitude measurement in which the subjects are asked to check which cell between a set of bipolar adjectives or phrases best describers their feelings toward the object
snake diagram
a diagram that connects the average responses to a series of semantic-differential statements, thereby depicting the profile of the object or objects being evaluated
graphic-ratings scale
a scale in which individuals indicate their ratings of an attribute typically by placing a check at the appropriate point on a line that runs from one extreme of the attribute to the other
comparative-ratings scale
a scale requiring subjects to make their ratings as a series of relative judgments or comparisons rather than as independent assessments
constant-sum method
a comparative-ratings scale in which an individual divides some given sum among two or more attributes on a basis such as importance of favorability
global measure
a measure designed to provide an overall assessment of an object or phenomenon, typically using one or two items
composite measure
a measure designed to provide a comprehensive assessment of an object or phenomenon, with items as assess all relevant aspects or dimensions
systematic error
error in measurement that is also known as constant error because it affects the measurement in a constant way
random error
error in measurement due to temporary aspects of the person or measurement situation and which affects the measurement in irregular ways
validity
the extent to which differences in scores on a measuring instrument reflect true differences among individuals, groups, or situations in the characteristic that it seeks to measure, or true differences in the same individual, group, or situation from one occasion to another, rather than systematic or random errors
reliability
ability of a measure to obtain similar scores for the same object, trait, or construct across time, across different evaluators, or across the items forming the measure
filter question
a question used to determine whether a respondent is likely to possess the knowledge being sought; also used to determine whether an individual qualifies as a member of the defined population
response order bias
an error that occurs when the response to a question is influenced by the order in which the alternatives are presented
split-ballot techique
a technique used to combat response bias, in which response options are reordered or randomized to create different versions of the survey
leading question
a question framed so as to give the respondent a clue as to how he or she should answer
unstated alternative
an alternative answer that is not expressed in a question's options
assumed consequence
a problem occurs when a question is not framed so as to clearly state the consequences and thus generates different responses from individuals who assume different consequences
double-barreled question
a question that calls for two responses and creates confusion for the respondent
funnel approach
an approach to question sequencing that gets its name from its shape, starting with broad questions and progressively narrowing down the scope
question order bias
the tendency for earlier questions on a questionnaire to influence respondents' answers to later questions
branching question
a technique used to direct respondents to different places in a questionnaire, based on their response to the question at hand
pretest
use of a questionnaire (or observation form) on a trial basis in a small pilot study to determine how well the questionnaire (or observation form) works
census
a type of sampling plan in which data are collected from or about each member of a population
sample
selection of a subset of elements from a larger group of objects
population
all cases that meet designated specifications for membership in the group
parameter
a characteristic or measure of a population
statistic
a characteristic or measure of a sample
sampling error
the difference between results obtained from a sample and results that would have been obtained had information been gathered from or about every member of the population
sampling frame
the list of population elements from which a sample will be drawn; the list could consist of geographic areas, institutions, individuals, or other units
nonprobability sample
a sample that relies on personal judgment in the element selection process
convenience sample
a nonprobability sample in which population elements are included in the sample because they were readily available
judgment sample
a nonprobability sample in which the sample elements are handpicked because they are expected to serve the research process
snowball sample
a judgment sample that relies on the researcher's ability to locate an initial set of respondents with the desired characteristics
quota sample
a nonprobability sample chose so that the proportion of sample elements with certain characteristics is about the same as the proportion of the elements with the characteristics in the target population
probability sample
a sample in which each target population element has a known, nonzero chance of being included in the sample
simple random sample
a probability sampling plan in which each unit included in the population has a known and equal chance of being selected for the sample
systematic sample
a probability sampling plan in which every k th element in the population is selected for the sample pool after a random start
sampling interval
the number of population elements to count (k) when selecting the sample members in a systematic sample
total sampling elements (TSE)
the number of population elements that must be drawn from the population and included in the initial sample pool in order to end up with the desired sample size
stratified sample
a probability sample in which (1) the population is divided into mutually exclusive and exhaustive subsets, and (2) a random sample of one or more subsets (clusters) is selected
cluster sample
a probability sampling plan in which (1) the parent population is divided into mutually exclusive and exhaustive subsets, and (2) a random sample of one or more subsets (clusters) is selected
area sample
a form of cluster sampling in which areas (census tracts, blocks) serve as the primary sampling units. Using maps, the population is divided into mutually exclusive and exhaustive areas, and a random sample of areas is selected
precision
the degree of error in an estimate of a population parameter
confidence
the degree to which one can feel confident that an estimate approximates the true value