a sample of representatives

USAGE SUMMARY

The phrase "a sample of representatives" is correct and usable in written English.
It can be used when referring to a selection or subset of individuals who represent a larger group in a study or survey. Example: "In our research, we collected a sample of representatives from various demographics to ensure diverse perspectives."

✓ Grammatically correct

Health Research Policy and Systems

International Journal of Disaster Risk Science

BMC Family Practice

BMC Medical Informatics and Decision Making

Forbes

Huffington Post

Emerging Infectious Diseases

BMC Genomics

BMC Systems Biology

British Journal of Cancer

The Guardian - Opinion

Cellular Microbiology

The Guardian

TechCrunch

BMC Health Services Research

BMC Public Health

Forbes

BMC Genomics

Addiction

Harvard University

Independent

The New Yorker

The New York Times

Harvard Business Review

The Washington Post

Nature

Los Angeles Times

HuffPost

Plosone

Global Health Action

British Journal of Cancer

Environmental Health Perspectives

BMC Health Services Research

BMC Psychiatry

Environmental Health: A Global Access Science Source

BMC Veterinary Research

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

This study reports the results of a follow-up survey carried out on a sample of representatives of citizens'/patients' organizations participating to a training program on healthcare and clinical research issues.

Health Research Policy and Systems

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The problem here is selection: one can either invite representatives of stakeholder groups (such as the consumer associations), or try to find a sample of "representative" consumers of the specific products or chemicals under review.

International Journal of Disaster Risk Science

Testing was conducted in a sample of representative family practices in England.

BMC Family Practice

Table 3 gives a sample of representative verbalizations related to the timeline visual of a patient's history for CRC screening.

BMC Medical Informatics and Decision Making

We've also included a sampling of representative team values.

Forbes

A sample of more representative and reliable accounting has since appeared in a Religion News Service story by Jonathan Merritt, "Does Russell Moore Really Represent Southern Baptists?" (see "Resources" below).

Huffington Post

Evaluation focused on a sample of 10 representative counties and consisted of personal and media surveys.

Emerging Infectious Diseases

It contains only a sample of SDs representative of each duplicated region.

BMC Genomics

Fig. 2 shows a sample of ten representative time courses for the protein abundance.

BMC Systems Biology

The FACS analysis of a blood sample of a representative patient from the study is shown in Figure 1.

British Journal of Cancer

That was a representative sample of a total figure of more than 10,000.

The Guardian - Opinion

Expert writing Tips

Best practice

When using "a sample of representatives", clearly define the criteria used for selecting the representatives and how they accurately reflect the larger group they represent. This ensures the sample is truly representative and avoids bias.

Common error

Avoid assuming that a small group is automatically representative. Always validate the sample against known characteristics of the larger population to confirm its representativeness. Without validation, conclusions drawn from the sample may be misleading.

Linguistic Context

The phrase "a sample of representatives" functions as a noun phrase, typically serving as the subject or object of a sentence. It designates a subset of individuals chosen to represent a larger group. Ludwig AI indicates the phrase is grammatically correct and suitable for use.

Expression frequency: Rare

Frequent in

Science

45%

News & Media

35%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "a sample of representatives" is a grammatically sound and usable noun phrase, as confirmed by Ludwig AI. It denotes a subset of individuals selected to represent a larger population, frequently appearing in scientific, news, and formal business contexts. While the phrase is relatively rare, ensuring the selected sample accurately reflects the target population is crucial. Alternatives such as "a selection of delegates" or "a panel of ambassadors" can be used depending on the specific context. When employing this phrase, clearly defining selection criteria and validating the sample’s representativeness are key to avoiding bias and drawing meaningful conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a selection of delegates

Replaces "representatives" with "delegates", suggesting a more formal or official context.

a group of envoys

Substitutes "representatives" with "envoys", implying a diplomatic or messenger role.

a set of designated agents

Replaces "sample" with "set" and "representatives" with "designated agents", focusing on the official designation.

a selection of spokespersons

Replaces "representatives" with "spokespersons", highlighting their role in communicating on behalf of others.

a panel of ambassadors

Substitutes "representatives" with "ambassadors", implying a broader scope of representation.

a subset of advocates

Replaces "representatives" with "advocates", suggesting a proactive support role.

a portion of chosen delegates

Changes "sample" to "portion" and "representatives" to "chosen delegates", emphasizing selection.

a segment of elected officials

Replaces "representatives" with "elected officials", indicating a formal election process.

a cross-section of delegates

Replaces "sample" with "cross-section", emphasizing the varied nature of representation.

a collection of nominated voices

Replaces "sample" with "collection" and "representatives" with "nominated voices", highlighting the act of nomination and expression.

FAQs

How can I ensure that I have "a sample of representatives" that accurately reflects the larger population?

To ensure an accurate representation, use stratified sampling techniques to mirror the key demographics (age, gender, ethnicity, etc.) of the overall population. Validate the sample's characteristics against known population data and address any discrepancies.

What are some alternatives to using "a sample of representatives"?

You could use phrases like "a selection of delegates", "a group of envoys", or "a panel of ambassadors" depending on the specific context.

What are the potential biases when selecting "a sample of representatives"?

Selection bias can occur if the sampling method favors certain groups over others, leading to an unrepresentative sample. Confirmation bias can also influence the selection process if representatives are chosen based on preconceived notions or desired outcomes.

How does the size of "a sample of representatives" affect its reliability?

Generally, a larger sample size provides a more reliable representation of the overall population. However, the optimal sample size also depends on the variability within the population and the desired level of precision. Use statistical methods to determine an appropriate sample size for your specific needs.