level of representativeness

USAGE SUMMARY

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

✓ Grammatically correct

Science

Academia

Formal & Business

News & Media

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

Moreover, there were also differences in the representativeness of the general population in the single studies: studies from Scandinavia [ 7, 10, 12] represented their respective general populations well, while the level of representativeness of the other studies is less clear.

Arthritis Research and Therapy

Amcham-Brasil has approximately five thousand member companies and has offices in 13 Brazilian cities - Porto Alegre, Curitiba, Joinville (SC), Campinas, São Paulo, Ribeirão Preto, Belo Horizonte, Uberlândia, Goiânia, Brasília, Campo Grande, Salvador and Recife -, having a nationwide level of representativeness.

Columbia University

Thus, our sample could provide a certain level of representativeness.

Child and Adolescent Psychiatry and Mental Health

Although designed to achieve a minimum level of representativeness, our participant recruitment was non-random.

Human Resources for Health

Given the sampling approach described, the level of representativeness of IMSB data for the actual total of POAs dispensed by retail pharmacies in Canada is considered high.

BMC Health Services Research

We tried to overcome this limitation by including as many disorders as possible in order to increase the level of representativeness within each class.

British Journal of Psychiatry

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

In tradition, different sizes of tags are designed to indicate various levels of representativeness of tags within the dataset [ 12].

BioMed Research International

To ensure higher levels of representativeness the minimum localization index was set to 40%, which implies that 40% of the residents of an area were treated by a hospital within their own region of residency.

Health Research Policy and Systems

Why has the Commission funded a 'cooperation' project which appears to have no minimum obligations regarding levels of representativeness of the participants?

European Parliament

The majority of studies published so far have estimated the total health care costs of obesity by modelling group and individual level data with various degree of representativeness at national level, often relying on self-reported clinical information and proxies of medical expenditures [ 5- 11].

Aging

The level of demographic representativeness is re-evaluated during the process.

European Journal of Futures Research

Expert writing Tips

Best practice

When discussing research or data, specify the factors influencing the "level of representativeness", such as sample size or selection methods.

Common error

Avoid claiming a high "level of representativeness" without sufficient evidence. Always acknowledge limitations in sample selection or data collection that may affect representativeness.

Linguistic Context

The phrase "level of representativeness" functions as a noun phrase, typically used to describe the extent to which a sample or dataset accurately reflects the characteristics of a larger population. As Ludwig AI explains, the phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

62%

Academia

12%

Formal & Business

6%

Less common in

News & Media

12%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "level of representativeness" is a noun phrase that refers to how accurately a sample or group reflects the characteristics of a larger population. Ludwig AI confirms the phrase is correct and usable, and its usage is most common in scientific and academic contexts. While synonyms like "degree of representativeness" or "extent of representativeness" exist, it's crucial to avoid overstating the representativeness of data without adequate evidence. When discussing research or data, specifying the factors influencing the level of representativeness is a best practice to ensure clarity and credibility. Factors such as sample size or selection methods influence representativeness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degree of representativeness

Replaces "level" with "degree", emphasizing the extent to which something is representative.

extent of representativeness

Similar to "degree of representativeness", but uses "extent" to highlight the scope of representation.

measure of representativeness

Focuses on quantifying representativeness using "measure".

rate of representativeness

Highlights the proportion of representativeness.

index of representativeness

Uses "index" to indicate a specific metric or scale for assessing representativeness.

quality of representativeness

Focuses on how good the representativeness is.

scope of representativeness

Highlights the area or range of representativeness.

depth of representativeness

Emphasizes the thoroughness and completeness of representation.

standard of representativeness

Highlights the required or expected representativeness.

indicators of representativeness

Focuses on the tools or signals that point to representativeness.

FAQs

How can I improve the "level of representativeness" in a survey?

To enhance the "level of representativeness" in a survey, consider using stratified sampling techniques, ensuring a diverse participant pool, and weighting responses to match population demographics.

What does a high "level of representativeness" indicate in research?

A high "level of representativeness" suggests that the sample accurately mirrors the characteristics of the population being studied, increasing the generalizability of the findings.

Is there a synonym for "level of representativeness"?

Yes, you can use alternatives like "degree of representativeness" or "extent of representativeness" depending on the context.

What are some factors that can affect the "level of representativeness" in a study?

Factors such as sample size, selection bias, non-response bias, and demographic diversity can significantly impact the "level of representativeness" in a study.