Meaning & use

unrepresentative sample

noun·Academictechnical

Last updated

UK/ˌʌnreprɪˈzentətɪv ˈsɑːmpl/
US/ˌʌnreprɪˈzentətɪv ˈsæmpl/

Meanings

  1. nouncountabletechnical

    A group of people or items chosen for study that does not match the larger group it is meant to stand for.

    Grammar: Countable: 'an unrepresentative sample', 'unrepresentative samples'.

    Patterns

    • an unrepresentative sample of something
    • a sample that is unrepresentative of something
    • draw an unrepresentative sample

    Interviewing shoppers on a weekday morning gave an unrepresentative sample of the city's workers.

    The poll was based on an unrepresentative sample, so its results were misleading.

    An unrepresentative sample of patients made the drug look safer than it is.

  2. nouncountabletechnical

    A small amount of a substance or set of data that does not fairly show what the whole is like.

    Grammar: Countable and often followed by 'of': an unrepresentative sample of the soil.

    Patterns

    • an unrepresentative sample of soil
    • test an unrepresentative sample

    They tested an unrepresentative sample of the soil, taken only from the dry corner of the field.

    The lab warned that an unrepresentative sample could hide contamination elsewhere.

Word forms

pluralunrepresentative samples

Common combinations

an unrepresentative sample of the population
The survey used an unrepresentative sample of the population, mostly students.
a biased and unrepresentative sample
Reviewers rejected the study for its biased and unrepresentative sample.
draw an unrepresentative sample
If you draw an unrepresentative sample, no statistical test can rescue the results.
unrepresentative sample size
A tiny unrepresentative sample size makes the findings hard to trust.

Synonyms and how they differ

biased sample
Emphasizes that the selection was skewed in a particular direction; an unrepresentative sample may be skewed for other reasons, such as being too small.
skewed sample
Common in data writing; it stresses the uneven shape of the data rather than the mismatch with the whole group.

Opposites

representative sample

Word family

representative adjective
Typical of a larger group; the opposite of unrepresentative.
representativeness noun
The quality of fairly standing for a larger group.
sample noun
A small part chosen to show what the whole is like.

Commonly confused: unrepresentative sample or random sample? unrepresentative sample or small sample?

unrepresentative sample vs random sample

A random sample is chosen by chance, but it can still be unrepresentative if the list it comes from is incomplete.

unrepresentative sample vs small sample

A small sample may still be representative; size and representativeness are different problems.

Practice

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