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Survey/poll
A method of posing questions to people on the telephone, in personal interviews, on written questionnaires, or via the Internet. Also called poll.
Forced-choice question
A survey question format in which respondents give their opinion by picking the best of two or more options.
Likert scale
A survey question format using a rating scale containing multiple response options anchored by the specific terms such as "strongly agree" to "strongly disagree."
Semantic differential format
A survey question format using a response scale whose numbers are anchored with contrasting adjectives
Open-ended questions
A survey question format that allows respondents to answer any way they like.
Leading questions
A type of question in a survey or poll that is problematic because it’s wording encourages one response more than others, there by weakening it’s construct validity
Double-barreled questions
A type of question in a survey or poll that is problematic because it asks two questions in one, thereby weakening it’s construct validity
Negatively worded questions
A question in a survey or poll that contains negatively phrased statements, making it’s wording complicated or confusing and potentially weakening it’s construct validity
Response set (nondifferentiation)
A shortcut respondents may use to answer items in a long survey, rather than responding to the content of each item
Acquiescence (yea-saying)
Answering “yes” or “strongly agree” to every item in a survey or interview
Fence sitting
Playing it safe by answering in the middle of the scale for every question in a survey or interview
Socially desirable responding (faking good)
Giving answers on a survey (or other self-report measure) that make one look better than one really is.
Faking bad
Giving answers on a survey (or other self-report measure) that make one look worse than one really is
Observational research
The process of watching people or animals and systematically recording how they behave or what they are doing
Observer bias
A bias that occurs when observer expectations influence the interpretation of participant behaviors or the outcome of the study
Observer effect (expectancy effect)
A change in behavior of study participants in the direction of observer expectations
Masked design (blind design)
A study design in which the observers are unaware of the experimental conditions to which participants have been assigned
Reactivity
A change in behavior of study participants (such as acting less spontaneously) because they are aware they are being watched
Unobtrusive observation
An observation in a study made indirectly, through physical traces of behavior, or made by someone who is hidden or is posing as a bystander
Participant observation
A qualitative research technique in which one or more researchers live among the population they are studying
Informant
In qualitative research, a person who is an expert in the area of interest and who works with the researcher to understand a social issue or other research question
Population
A larger group from which a sample is drawn; the group to which a study’s conclusions are intended to be applied (population of interest)
Sample
The group of people, animals, or cases used in a study; a subset of the population of interest
Census
A set of observations that contains all members of the population of interest
Biased sample (unrepresentative sample)Un
A sample in which some members of the population of interest are systematically left out and, therefore, the result cannot generalize to the population of interest
Unbiased sample (representative sample)
A sample in which all members of the population of interest are equally likely to be included (usually through some random method), and therefore the results can generalize to the population of interest
Convenience sampling
Choosing a sample based on those who are easiest to access and readily available; a biased sampling technique
Self-selection
A form of sampling bias that occurs when a sample contains only people who volunteer to participate
Probability sampling
A category name for random sampling techniques, such as simple random sampling, stratified random sampling, and cluster sampling, in which a sample is drawn from a population of interest so each member has an equal and known chance of being included in the sample
Nonprobability sampling
A category name for nonrandom sampling techniques, such as convenience, purposive, and quota sampling, that result in a biased sample
Simple random sampling
The most basic form of probability sampling, in which the sample is chosen completely at random from the population of interest (ex. drawing names out of a hat)
Systematic sampling
A probability sampling technique in which the researcher uses a randomly chosen number N, and counts off every Nth member of a population to achieve a sample
Cluster sampling
A probability sampling technique in which clusters of participants within the population of interest are selected at random, followed by data collection from all individuals in each cluster
Multistage sampling
A probability sampling techniques involving at least two stages: a random sample of clusters followed by a random sample of people within the selected clusters
Stratified random sampling
A form of probability sampling; a random sampling technique in which the researcher identifies particular demographic categories, or strata, and then randomly selects individuals within each category
Oversampling
A form of probability sampling; a variation of stratified random sampling in which the researcher intentionally overrepresents one or more groups
Purposive sampling
A biased sampling techniques in which only certain kinds of people are included in a sample
Snowball sampling
A variation on purposive sampling, a biased sampling technique in which participants are asked to recommend acquaintances for the study
Quota sampling
A biased sampling techniques in which a researcher identifies subsets of the population of interest, sets a target number for each category in the sample, and nonrandomly selects individuals within each category until the quotas are filled