demographic representation

USAGE SUMMARY

The phrase "demographic representation" is correct and usable in written English.
It can be used when discussing the presence or inclusion of various demographic groups within a certain context, such as a workforce, community, or study. Example: "The committee aims to improve demographic representation to ensure that all voices are heard in the decision-making process."

✓ Grammatically correct

Academia

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

28 human-written examples

However, the limited demographic representation of user testers was yet another issue.

Massachusetts Institute of Technology

This is an interesting new development in gender pay-related shareholder proposals, as it specifically focuses on demographic representation.

Harvard University

The definition of diversity can be broad, going far beyond obvious demographic representation, and 70% of companies have not defined it.

Columbia University

Using student data from kindergarten through to fifth grade in North Carolina's public schools from 2006 to 2010, the study sought to "test the hypothesis that public behaviour responds to demographic representation" among teachers.

Independent

Russia is not alone in opening the doors of hospitals in the national health system to drug companies looking for test subjects, in a quid pro quo with the international industry that conducts tests globally for a better demographic representation.

The New York Times

Through successive observations, interviews and a unique questionnaire for determination of student's abstract knowledge about their development, the study provided a demographic representation of the interlanguage state of these learners, and a thick description of their innate system.

Procedia - Social and Behavioral Sciences

Human-verified similar examples from authoritative sources

Similar Expressions

32 human-written examples

Corrections to the demographic representations of Twitter users could be considered.

EPJ Data Science

Our local DSA chapter has the same demographic representations as most of them.

Vice

All of our trainees were recruited from the Michigan State University campus from a diverse population of undergraduates, graduates, health professionals, and life-long students/learners (Table  1 and 2 show demographic representations).

BMC Medical Education

His hire was part of an overall commitment of 10 costly new positions to populate the school's faculty, most of which have been filled through a "targeted" process normally reserved for exceptionally accomplished scholars or to address demographic under-representation on campus.

The Washington Post

As shown in Table 1, there was a significantly greater proportion of females in the OA pain cohort (58.2 vs 45.9%; P < 0.0001), and while both cohorts were predominantly non-Hispanic and White, this demographic had greater representation in the OA pain group.

BMC Musculoskeletal Disorders

Expert writing Tips

Best practice

When discussing representation, clearly define the demographic categories you are analyzing (e.g., race, gender, age) to avoid ambiguity. Provide clear data or metrics to support your statements about "demographic representation".

Common error

Don't assume that achieving "demographic representation" automatically ensures equitable outcomes or fair treatment. Representation is a necessary but not sufficient condition for equity.

Linguistic Context

The phrase "demographic representation" functions as a noun phrase, often serving as the subject or object of a sentence. It refers to the degree to which a particular group's proportion within a sample or organization mirrors its proportion in the larger population. Ludwig AI confirms its grammatical correctness and usability.

Expression frequency: Common

Frequent in

Science

41%

News & Media

26%

Academia

22%

Less common in

Formal & Business

7%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "demographic representation" is a noun phrase used to describe the extent to which a sample or organization reflects the demographic makeup of a larger population. Ludwig AI confirms it's grammatically correct and widely applicable. It is commonly used in scientific, academic, and news contexts to analyze and discuss fairness, equity, and inclusion. When using this phrase, ensure you clearly define the demographic categories you're examining and avoid equating representation with equity. Alternatives include "population distribution" and "diversity metrics". Be mindful that a balanced representation must not be considered as a conclusive metric that ensures equity. Its formal tone is appropriate for reports, research, and professional discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

population representation

Indicates that all population segments should be represented.

representation by demographics

Highlights that representation is determined by demographic factors.

demographic parity

Focuses on achieving equality in proportions among different groups.

demographic reflection

Suggests the context accurately mirrors the demographic structure of a region or society.

demographic proportionality

Emphasizes the maintenance of equal or fair demographic ratios.

demographic makeup

Characterizes the specific groups forming the population.

balanced demographic composition

Highlights the equilibrium among different demographic groups.

population distribution

Focuses on the arrangement of people across a specific area.

demographic inclusion

Points out that groups have been included in the context or organization.

diversity metrics

Quantifies the variety of different groups present.

FAQs

How do you use "demographic representation" in a sentence?

You can use "demographic representation" to describe the extent to which different groups are proportionally represented within a specific context. For example, "The goal is to achieve better "demographic representation" in the company's leadership team".

What is another way to say "demographic representation"?

Alternatives to "demographic representation" include "population distribution", "diversity metrics", or "representation by demographics", depending on the specific nuance you want to convey.

Why is "demographic representation" important?

"Demographic representation" is important because it can promote fairness, equity, and inclusivity. It ensures that various groups have a voice and are considered in decision-making processes. Lack of "demographic representation" may lead to overlooking specific needs or biased outcomes.

What factors influence "demographic representation"?

Factors influencing "demographic representation" include historical inequalities, systemic barriers, biases in selection processes, and differences in access to opportunities. Addressing these factors often requires targeted efforts to promote "demographic inclusion".