Download full text
(external source)
Citation Suggestion
Please use the following Persistent Identifier (PID) to cite this document:
https://doi.org/10.13094/SMIF-2019-00014
Exports for your reference manager
Possible Uses of Nonprobability Sampling for the Social Sciences
[journal article]
Abstract This paper compares the usability of data stemming from probability sampling with data
stemming from nonprobability sampling. It develops six research scenarios that differ in their
research goals and assumptions about the data generating process. It is shown that
inferences from data stemming fr... view more
This paper compares the usability of data stemming from probability sampling with data
stemming from nonprobability sampling. It develops six research scenarios that differ in their
research goals and assumptions about the data generating process. It is shown that
inferences from data stemming from nonprobability sampling implies demanding assumptions
on the homogeneity of the units being studied. Researchers who are not willing to pose these
assumptions are generally better off using data from probability sampling, regardless of the
amount of nonresponse. However, even in cases when data from probability sampling is
clearly advertised, data stemming from nonprobability sampling may contribute to the
cumulative scientific endeavour of pinpointing a plausible interval for the parameter of interest.... view less
Keywords
sample; probability; inferential statistics; selection procedure; social science; comparison of methods; sampling theory; survey research; data capture; scenario
Classification
Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods
Free Keywords
Causal Inference; Descriptive Inference; Fit-for-purpose; Interactions; Nonprobability sample; PATE; Probability sample
Document language
English
Publication Year
2019
Page/Pages
p. 1-12
Journal
Survey Methods: Insights from the Field (2019)
Issue topic
Probability and Nonprobability Sampling: Sampling of hard-to-reach survey populations
ISSN
2296-4754
Status
Published Version; peer reviewed