Probability Sampling
Nonprobability Sampling
Measurement Error
Measuring Constructs
100

Sampling method in which each element has an equal probability of being chosen and is the most common and user-friendly method of selecting a probability sample

Simple random sampling

100

A preexisting group of people who represent the pool of recruitment opportunities for the sample

Convenience sampling 

100

A sample or method in which all people or things involved have an equal chance of being chosen

Random

100

A selected set of correlated questionnaire items created to assess a specific construct that been operationally defined

Scale

200

A method of probability sampling involving the selection of elements from an ordered sampling frame in which the first element is selected at random, and each additional element is selected using a sampling interval equal to the sampling frame size divided by the target sample size

Systematic Random Sampling

200

Selects participants based on characteristics of a population and study objectives

Purposive Sampling 

200

Random error in measurement resulting from unknown or unpredictable causes

Noise

200

A set of questionnaire items that independently adds to the measure of something that may, in fact, be tangible

Index

300

A method of probability sampling that involves the division of a population into smaller groups or strata that are formed based on members' shared attributes or characteristics

Stratified simple random sample

300

A sampling method that requires that representative individuals are chosen from a specific subgroup

Quota Sampling

300

Any kind of measurement error that leads to systematic differences between an observed measurement and its true value

Systematic Error

300

The degree to which an instrument consistently measures a construct across items and time points 

Reliability

400

A form of sampling that divides a targeted population into groups or clusters and then draws a random sample of clusters; all elements from each cluster are selected

Multistage Cluster Sampling

400

A sampling method that recruits qualifying participants through its initial participants, creating tan ever-expanding number of people who may be recruited for a given study

Snowball Sampling 

400

A form of systematic error that occurs when a participant is asked about events, behaviors, and so on that occurred in the past

Recall bias

400

The degree to which an instrument measures what it is supposed to measure

Validity

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