explore the representativeness

USAGE SUMMARY

The phrase "explore the representativeness" is correct and usable in written English.
You can use it when discussing the degree to which a sample or data set accurately reflects the characteristics of a larger population. Example: "In our research, we need to explore the representativeness of our sample to ensure our findings are valid."

✓ Grammatically correct

Science

Wiki

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

To explore the representativeness of the participating districts, characteristics of the adopting and non-adopting districts were investigated.

BMC Medical Research Methodology

It was not possible to explore the representativeness of responders to these interventions hence there may be a risk of bias.

BMC Health Services Research

To explore the representativeness of the study population, anonymous information about the total clinical population was collected from annual reports from St . Olavs University Hospital, 2009–2011.

BMC Psychiatry

One limitation of this study is its inability to explore the representativeness of the SJT group to the wider applicant pool as participants were selected to interview based on high UKCAT and academic scores.

BMC Medical Education

However, we believe that we will have the data to explore the representativeness of the included population in relation to the population that did not want to participate in the cohort study and in relation to the targeted population in the community.

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

We used it only to explore the relationships of the variables under analysis (i.e. for associative purposes and not for a descriptive estimation of their dimensions): based on these considerations full representativeness is not necessarily required [ 55, 56].

BMC Medical Informatics and Decision Making

Explore the levels.

WikiHow

Go explore the internet.

WikiHow

Explore the local cuisine.

WikiHow

Go explore the wilderness.

WikiHow

On the one hand, inviting a larger number of panelists may increase the panel's representativeness [ 12] and allow for exploring the differences not only between, but also within stakeholder groups.

BMC Medical Research Methodology

Expert writing Tips

Best practice

Use "explore the representativeness" when you are in the initial stages of research or analysis, before definitive conclusions have been reached.

Common error

Avoid using "explore the representativeness" in the conclusion of a study. By that point, you should be stating the representativeness, not exploring it.

Linguistic Context

The phrase "explore the representativeness" functions as a verb phrase followed by a noun phrase. It describes the act of investigating the degree to which a sample or dataset accurately reflects the characteristics of a larger population. As Ludwig AI confirms, it is correct and usable in written English.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Wiki

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "explore the representativeness" is grammatically sound and primarily used in academic and scientific contexts to describe the investigation of how well a sample mirrors a larger population. Ludwig AI confirms its validity for use in writing. While the phrase is not very common, understanding its usage helps in clearly communicating the process of assessing data validity. Alternatives such as "evaluate the representativeness" or "assess the representativeness" can be used for slight variations in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Evaluate the representativeness

Replaces "explore" with a more evaluative verb, focusing on assessing the degree of representativeness.

Assess the representativeness

Similar to "evaluate", this alternative emphasizes the assessment aspect.

Examine the representativeness

Focuses on a detailed inspection of the representativeness.

Investigate the representativeness

Similar to "explore", but implies a more systematic and thorough inquiry.

Determine the representativeness

Emphasizes finding a conclusive answer about the level of representativeness.

Analyze the representativeness

Focuses on a detailed analysis of the factors contributing to or detracting from representativeness.

Ascertain the representativeness

A more formal way of saying "determine", implying a careful and precise finding.

Look into the representativeness

A more casual alternative to "investigate".

Study the representativeness

Implies a more formal and in-depth examination of the subject.

Check the representativeness

Emphasizes a simple verification of the representativeness.

FAQs

How can I use "explore the representativeness" in a sentence?

You can use "explore the representativeness" when you want to investigate how well a sample or dataset reflects the characteristics of a larger population. For example: "The study aims to explore the representativeness of the survey sample in relation to the overall population."

What does it mean to "explore the representativeness" of a sample?

To "explore the representativeness" means to investigate and analyze how accurately a sample reflects the characteristics of the population from which it was drawn. This involves examining various factors and comparing the sample's attributes to those of the broader population to assess its validity and generalizability.

What are some alternative ways to say "explore the representativeness"?

You can use alternatives such as "evaluate the representativeness", "assess the representativeness", or "examine the representativeness" depending on the specific context.

Why is it important to "explore the representativeness" of a study sample?

It's important to "explore the representativeness" to ensure that the findings from the study can be generalized to the larger population. If the sample is not representative, the results may be biased and not applicable to the broader group you're studying.