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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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as a proxy for

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "as a proxy for" is correct and usable in written English.
It can be used when referring to something that serves as a substitute or intermediary for something else. Example: "The survey results were used as a proxy for the overall satisfaction of the customer base."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

An airline levy is mooted as a proxy for privilege.

News & Media

The Guardian

It's using race as a proxy for crime".

News & Media

The New Yorker

So insurers are using age as a proxy for health.

News & Media

The Economist

High scores are treated as a proxy for high impact.

News & Media

The Economist

(Mr. Brewer argued that some voters marked their ballot "uncommitted" as a proxy for Mr. Obama).

News & Media

The New York Times

It has limited usefulness now, as a proxy for ancestral geographic region".

"Our concern," he says, "is that age is still being used as a proxy for need.

News & Media

The Guardian

(I used the family dog, Roscoe, as a proxy for my non-existent pet).

The GI-AA was used as a proxy for GCRs.

Turbidity is usually used as a proxy for suspended matter.

as a proxy for droughts and their related economic stresses.

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Expert writing Tips

Best practice

When using "as a proxy for", ensure that the proxy is a reasonable and justifiable substitute for the original variable. Clearly explain the relationship and limitations of using the proxy.

Common error

Avoid implying that the proxy is a perfect substitute. Always acknowledge the potential for error or bias when using a proxy variable. For example, instead of saying "Age is a perfect proxy for health", state "Age is used as a proxy for health, although it is not a definitive measure".

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

87%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "as a proxy for" functions as a prepositional phrase that modifies a verb, noun, or clause. It indicates that one thing is being used as a substitute or representation for another, often due to practical limitations or measurement difficulties. Ludwig AI confirms its usage across diverse contexts.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

40%

Formal & Business

8%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "as a proxy for" is a prepositional phrase used to indicate that one thing serves as a substitute or indicator for another, typically when direct measurement is not feasible. Ludwig AI analysis reveals that the phrase is grammatically correct and very common across diverse contexts, especially within Science and News & Media. When using this phrase, it's crucial to acknowledge potential limitations and clearly explain the relationship between the proxy and the variable it represents. Common alternatives include "as a substitute for" and "in place of".

FAQs

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

You can use "as a proxy for" to indicate that one thing is being used as a substitute or indicator for another. For example, "We used test scores "as a proxy for" student learning".

What are some alternatives to "as a proxy for"?

Alternatives include "as a substitute for", "in place of", or "as an indicator of", depending on the specific context.

When is it appropriate to use something "as a proxy for" something else?

It's appropriate when directly measuring or obtaining data for the intended variable is difficult, costly, or impossible. The proxy should have a strong, justifiable correlation with the variable it represents.

What are the limitations of using something "as a proxy for" something else?

Using a proxy introduces potential for error or bias. The proxy may not perfectly represent the intended variable, and the relationship between the proxy and the variable should be clearly stated and understood. Always consider the limitations when interpreting results.

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Source & Trust

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Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: