as representative as possible

USAGE SUMMARY

The phrase 'as representative as possible' is correct and usable in written English.
This phrase is used to express that something should be as representative of the population or group in question as possible. For example, you might say: "We must select a sample of participants that is as representative as possible of the total population."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Stephens added: "It's a constant focus across the honours system to seek to make it as representative as possible to broaden diversity.

The Guardian - Business

From the unified database, short trips were selected and combined to develop a driving cycle as representative as possible of the unified database.

Transportation Research Part D: Transport and Environment

The results provided a set of IEs that were as systematic and as representative as possible, providing confidence to the completeness of PSA study.

Annals of Nuclear Energy

About 600 participant physicians selected to be as representative as possible of the community practice setting will enroll approximately 6,000 patients.

Journal of Cardiac Failure

To make the simulations as representative as possible of practice, critical thermodynamic and physical properties of the system were measured and incorporated into the simulations.

Chemical Engineering Research and Design

It is important to determine each class in the sizing system based on a real prototype that is as representative as possible of each class.

Expert Systems with Applications

Indeed, they scoured the country in search of a city "as representative as possible of contemporary American life" – something that could stand in for the whole of American culture.

The Guardian

Clearly, design requirements for this experiment are quite challenging, to account for the extreme operation conditions, which shall be as representative as possible of the DEMO ones, but in a much smaller device and at lower costs.

Fusion Engineering and Design

The geometry and the LBE flow characteristics in the WEBEXPIR set-up were made as representative as possible of the actual situation in the MYRRHA/XT-ADS spallation target.

Journal of Nuclear Materials

Dr. Lynd selected Muncie for his masterwork because he re garded it "as representative as possible of contemporary Amer ican life". A small team of investigators combed through the city asking questions about how the residents earned a liv ing, used their leisure and en gaged in religious practices and community activities.

The New York Times

The decision was taken in 1997 to complete these studies by a test in the Phébus facility, a research nuclear reactor also at Cadarache: it was a rare opportunity to expose catalyst samples to an atmosphere as representative as possible of a core meltdown accident, containing gaseous fission products and aerosols released during the degradation of an actual irradiated nuclear fuel bundle.

Nuclear Engineering and Design

Expert writing Tips

Best practice

When aiming for a representative sample, clearly define the population you intend to represent, as this ensures that the selection process is targeted and effective.

Common error

Avoid assuming that results from a convenience sample are broadly applicable; always acknowledge limitations when the sample might not fully reflect the target population.

Linguistic Context

The phrase "as representative as possible" functions as an adverbial modifier, specifying the degree to which something should be representative. As Ludwig AI confirms, this construction is grammatically correct. This phrase typically modifies verbs or adjectives, indicating the extent to which an action or quality should mirror a larger group or population.

Expression frequency: Very common

Frequent in

Science

85%

News & Media

10%

Formal & Business

5%

Less common in

Wiki

0%

Reference

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "as representative as possible" is a grammatically sound and frequently employed phrase, particularly within scientific and formal contexts, as confirmed by Ludwig AI. It is used to convey the intent to minimize bias and accurately reflect a larger population or group. To ensure proper usage, it's essential to clearly define the target population and acknowledge any limitations in achieving full representativeness. When aiming for a similar meaning, consider using alternatives such as "as accurately as feasible" or "to the fullest extent representative", depending on the nuance you want to convey. Remember that the best practice when collecting a sample is to define the target population that you want to represent.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

To make it as representative as realistically possible

Highlights realism and possibility in achieving representativeness.

As representative to the greatest degree possible

Focuses on maximizing the degree of representativeness.

As accurately as feasible

Focuses on accuracy in representation, adding the element of feasibility.

As faithfully representative as viable

Stresses faithfulness and viability in the representation.

As closely representative as achievable

Highlights the closeness of the representation, while also acknowledging limitations.

To the fullest extent representative

Emphasizes completeness and the degree of representativeness.

To be highly representative where practicable

Emphasizes the practical aspect of achieving a high level of representation.

As much as possible representative

Reorders the words to change the emphasis, focusing on the degree.

In the most representative manner conceivable

Highlights the manner and conceivability of the representation.

Optimally representative, within constraints

Emphasizes optimization under certain limiting conditions or constraints.

FAQs

How can I use "as representative as possible" in a sentence?

Use "as representative as possible" to describe efforts to ensure a sample or selection accurately reflects a larger group. For example, "The survey aimed to be as representative as possible of the national population".

What does it mean to aim for something "as representative as possible"?

Aiming for something "as representative as possible" means making every reasonable effort to ensure that a sample or selection closely mirrors the characteristics of the overall population or group it is intended to reflect. This approach reduces bias and increases the generalizability of findings.

What are some alternatives to "as representative as possible"?

You can use alternatives like "as accurately as feasible", "to the fullest extent representative", or "as closely representative as achievable" depending on the specific nuance you want to convey.

Why is it important for a sample to be "as representative as possible"?

A sample that is "as representative as possible" is crucial for drawing valid conclusions about the broader population from which it is drawn. If the sample isn't representative, the findings might be skewed and not applicable to the larger group.