shortcoming of representativeness

USAGE SUMMARY

The phrase "shortcoming of representativeness" is correct and usable in written English.
It can be used when discussing the limitations or deficiencies related to how well a sample or data set represents a larger population or phenomenon. Example: "The study's findings were affected by a significant shortcoming of representativeness, as the sample did not adequately reflect the diversity of the population."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Another shortcoming of representativeness is that it conveys no information on the relative need for protection of the features in a reserve system.' (Pressey et al., 2002, p. 58).

Biological Reviews

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Given Pakistan's unpredictability, this promising narrative of representativeness could of course still be undermined.

The Guardian - Opinion

Even when those heroes are not historical people, they carry the burden of representativeness.

The New York Times

The measure of Mr. Poitier's greatness is that he simultaneously shouldered the burden of representativeness and threw it off.

The New York Times

These, however, may be important in terms of representativeness.

Journal of the Brazilian Computer Society

Today we have only a veneer of representativeness, with one member of Congress per 700,000-plus constituents.

Huffington Post

We also considered Regional Protected Areas in our analysis of representativeness.

Plosone

This makes issues of representativeness of less importance.

Health and Quality of Life Outcomes

Quotations from respondents have been chosen on grounds of representativeness.

BMC Family Practice

Consideration of representativeness was a major factor motivating this comparison.

BMC Cancer

High response rate is a major determinant of representativeness.

BMC Cancer

Expert writing Tips

Best practice

When using "shortcoming of representativeness", clearly specify what is not being adequately represented and why it matters. For example, "The primary shortcoming of representativeness in this study is the lack of diversity among participants, which limits the generalizability of the findings."

Common error

Avoid exaggerating the impact of the "shortcoming of representativeness". Qualify your statements by acknowledging other potential factors or limitations that may influence the outcome. For example, instead of saying "The results are entirely invalid due to the shortcoming of representativeness", consider stating "While the shortcoming of representativeness poses a significant challenge, the findings offer valuable insights and warrant further investigation with a more diverse sample."

Linguistic Context

The phrase "shortcoming of representativeness" functions as a noun phrase that describes a deficiency or limitation in how well a sample or data set reflects the characteristics of a larger population. Ludwig AI confirms its grammatical correctness, and examples demonstrate its use in scientific and media contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "shortcoming of representativeness" accurately describes a deficiency in how well something represents a larger group. Although Ludwig AI confirms its grammatical correctness, the phrase is relatively rare, with limited occurrences primarily in scientific and news-related contexts. When employing this phrase, ensure clear specification of the inadequately represented aspect and its significance. Alternatives such as "lack of representativeness" or "deficiency in representativeness" may provide greater clarity or emphasis depending on the intended message. When addressing or identifying this "shortcoming of representativeness", ensure that you are not overstating its significance without recognizing any other limitations of the research or context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

lack of representativeness

Emphasizes the absence of representativeness rather than a specific deficiency.

deficiency in representativeness

Focuses on the inadequacy or incompleteness of the representativeness.

limited representativeness

Highlights that the representativeness is restricted or not fully comprehensive.

inadequate representation

Shifts the focus to the representation itself being insufficient.

poor representational quality

Emphasizes the low quality or standard of the representation.

flawed representativeness

Suggests there are errors or defects in the way something is representative.

biased representation

Indicates that the representation is skewed or unfairly weighted.

unrepresentative nature

Focuses on the inherent characteristic of not being representative.

incomplete representativeness

Stresses that the representativeness is not whole or finished.

questionable representativeness

Raises doubts about how well something actually represents something else.

FAQs

How can I address the "shortcoming of representativeness" in my research?

To address the "shortcoming of representativeness", consider using stratified sampling techniques to ensure diverse groups are adequately represented, increasing sample size to improve statistical power, and acknowledging the limitations of your sample in the discussion section of your research paper. Also, explore using weighting methods to adjust for imbalances in the sample.

What are the consequences of ignoring the "shortcoming of representativeness"?

Ignoring the "shortcoming of representativeness" can lead to biased results, inaccurate conclusions, and limited generalizability of findings. It may also result in misinformed decisions and policies, especially when relying on data that does not accurately reflect the population of interest.

What can I say instead of "shortcoming of representativeness"?

You can use alternatives like "lack of representativeness", "deficiency in representativeness", or "limited representativeness" depending on the specific context.

How does the "shortcoming of representativeness" differ from sampling bias?

While both relate to issues with sample selection, "shortcoming of representativeness" refers to the general inadequacy of a sample to reflect the larger population, whereas sampling bias describes specific systematic errors in how the sample was chosen that cause it to be unrepresentative.