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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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serving as a proxy for

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "serving as a proxy for" is correct and usable in written English.
It can be used when discussing a substitute or representative that stands in for something else, often in contexts like technology, research, or social dynamics. Example: "In this study, the survey responses are serving as a proxy for the participants' actual behaviors."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

Something in the data was serving as a proxy for race, a phenomenon known as disparate impact.

"If I could be like Mike," a chorus of children's voices sings, serving as a proxy for people of all ages everywhere.

News & Media

The New Yorker

And even if immigration was serving as a proxy for something else, it was something that people like her were desperate for politicians to address.

News & Media

The Guardian

However, it is often the case that racial findings are reported without any further interrogation of how race is serving as a proxy for other factors.

Whether this association represents an effect of education on mental health, however, is less clear as omitted variable bias remains a pressing concern with education potentially serving as a proxy for unobserved factors including family background and genetics.

The division has been at the center of a number of controversies over the decades, serving as a proxy for disputes between liberals and conservatives in matters like school busing and affirmative action.

News & Media

The New York Times
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Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

The fMRI readings served as a proxy for neuron firing.

Couch Potato Mouse had been raised to serve as a proxy for the average American.

News & Media

The New Yorker

Economic strategies cannot serve as a proxy for race-based ones.

News & Media

The New York Times

Perhaps he can serve as a proxy for his new boss in that regard.

News & Media

The New Yorker

Humus forms serve as a proxy for the soil biota and soil organic matter composition.

Science

Geoderma
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Expert writing Tips

Best practice

When using "serving as a proxy for", ensure that the proxy is a valid and reliable stand-in for the original element. Clearly explain the relationship between the proxy and the original to avoid confusion.

Common error

Avoid implying that the proxy is a perfect substitute. Acknowledge any limitations or potential biases introduced by using the proxy rather than the original element.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

86%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "serving as a proxy for" functions as a descriptive phrase, often within a clause, to indicate that one thing is being used as a substitute or indicator for another. This is supported by Ludwig AI, which confirms its proper usage and provides examples from diverse contexts.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

35%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "serving as a proxy for" is a grammatically correct and widely used expression that indicates substitution or representation. Ludwig AI confirms its validity, highlighting its prevalence in scientific, academic, and news contexts. When employing this phrase, ensure that the proxy is well-justified and its limitations are acknowledged. While alternatives like "acting as a substitute for" or "representing" exist, "serving as a proxy for" provides a specific nuance related to practical substitution in analytical or research settings.

FAQs

How can I use "serving as a proxy for" in a sentence?

Use "serving as a proxy for" when one thing represents another due to a correlation or because direct measurement is difficult. For instance: "In this study, customer satisfaction scores are "serving as a proxy for" overall business health".

What can I say instead of "serving as a proxy for"?

Alternatives include "acting as a substitute for", "representing", or "functioning as a stand-in for" depending on the specific context.

Which is correct, "serving as a proxy for" or "serve as a proxy for"?

"Serving as a proxy for" is a present participle phrase that can be used to describe an ongoing action or state. "Serve as a proxy for" is an infinitive phrase. The choice depends on the grammatical structure of your sentence. For example, "The data is "serving as a proxy for" real-world results" versus "These indicators "serve as a proxy for" actual performance".

What's the difference between "serving as a proxy for" and "acting as a representative of"?

"Serving as a proxy for" often implies a practical substitution due to limitations or correlation, while "acting as a representative of" suggests a more formal or designated role. A metric might be "serving as a proxy for" customer sentiment, while a spokesperson is "acting as a representative of" the company.

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Source & Trust

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Authority and reliability

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Real-world application tested

Most frequent sentences: