representativeness of

USAGE SUMMARY

The phrase "representativeness of" is correct and usable in written English.
It can be used when discussing the degree to which a sample or group accurately reflects the characteristics of a larger population. Example: "The representativeness of the survey sample is crucial for ensuring the validity of the research findings."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"There is concern about the representativeness of it," he said.

The New York Times

The director said he felt that the couple were representativeness of an admirable "prudishness" which was central to Iranian society.

The Guardian - Film

Without dramatic improvements in the representativeness of government in both Congo and Rwanda, this week's peace accord will be another victim of this hideous conflict.

The New York Times

The representativeness of samples influences the soil mapping result greatly.

Geoderma

However, the representativeness of these workloads is lower.

Journal of Internet Services and Applications

This therefore affects the representativeness of the facilities surveyed.

Health Economics Review

Kureková et al. (2015) examine the representativeness of vacancy data.

IZA Journal of Labor Economics

In addition, the representativeness of the network was evaluated.

Science of The Total Environment

-Annie Petit live-blogs a European Survey Research Association panel on the representativeness of online panel surveys.

Huffington Post

Second, the representativeness of the population may be limited.

Plosone

This indicates an overall representativeness of the blood tests.

Plosone

Expert writing Tips

Best practice

When discussing research, clearly define the population your sample intends to represent to strengthen the argument for the "representativeness of" your data.

Common error

Avoid making broad generalizations about a population based on a sample without acknowledging the limitations that could impact the "representativeness of" the sample. Always qualify your conclusions with respect to these limitations.

Linguistic Context

The phrase "representativeness of" functions as a noun phrase often used to denote the degree to which a sample or subset accurately reflects the characteristics of a larger population or group. Ludwig AI confirms this phrase is suitable for written English.

Expression frequency: Very common

Frequent in

Science

80%

News & Media

10%

Formal & Business

5%

Less common in

Encyclopedias

1%

Wiki

1%

Reference

1%

Ludwig's WRAP-UP

The phrase "representativeness of" is a commonly used noun phrase that describes how accurately a subset reflects a larger population, Ludwig AI confirms that this phrase is suitable for written English. Primarily found in scientific and academic contexts, as well as some news media, it's key to evaluating the validity and generalizability of findings. When writing, define populations clearly and avoid overstating claims without acknowledging limitations. Alternatives include "degree of representation" and "extent of typicality". Be aware of the importance of avoiding selection bias to maintain "representativeness of" samples. This makes it a valuable term for ensuring clarity and precision in research and reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degree of representation

This alternative focuses on the extent to which something accurately reflects a larger whole.

extent of typicality

This phrase emphasizes how well something embodies the characteristics of its type.

level of correspondence

This alternative highlights the degree to which something matches or aligns with something else.

accuracy of portrayal

This phrase concentrates on how accurately something is depicted or shown.

validity as a reflection

This alternative stresses the soundness of something as a mirror or representation.

typicality quotient

This option uses the term quotient to introduce a quantitative facet to the extent of typicality.

measure of representativeness

This phrase emphasizes the quantification aspect of how representative something is.

representative nature

Focuses on the inherent qualities that make something representative.

generalizability

Highlights the extent that findings from a sample can be applied to a broader context.

mirroring capacity

This option emphasizes how well something mirrors or reflects something else.

FAQs

How can I improve the "representativeness of" a survey sample?

To enhance the "representativeness of" a survey sample, use stratified sampling techniques, increase sample size, and ensure the sample mirrors the population's demographics (age, gender, ethnicity, etc.).

What factors can threaten the "representativeness of" a study?

Several factors can compromise the "representativeness of" a study, including selection bias, low participation rates, and non-random sampling methods.

What does it mean when a study questions the "representativeness of" its data?

Questioning the "representativeness of" data suggests that the sample might not accurately reflect the larger population, potentially limiting the generalizability of the study's findings.

How is "representativeness of" a sample assessed?

The "representativeness of" a sample is typically assessed by comparing the demographic characteristics of the sample to those of the target population using statistical tests and demographic data.