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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
indicators of
Grammar usage guide and real-world examplesUSAGE SUMMARY
'indicators of' is correct and usable in written English.
It is a phrase used to describe the signs or evidence of something. For example, "The temperature rise was one of the key indicators of climate change."
✓ Grammatically correct
News & Media
Science
Alternative expressions(7)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
58 human-written examples
Most indicators of consumer confidence are improving.
News & Media
He calls these "IOI's" — Indicators of Interest.
News & Media
"What are the indicators of that crisis?
News & Media
What should be the indicators of progress?
News & Media
Those indicators of nervousness make him nervous.
News & Media
Yet these indicators of superheroism exist to be subverted.
News & Media
Chappaqua certainly has had concrete indicators of the economic slump.
News & Media
In fact, they were indicators of her strength of will.
News & Media
Both titles are useful indicators of Arad's aesthetic.
News & Media
Studies have linked left-handedness with indicators of reduced fitness.
News & Media
All of these are indicators of Mr. Zedillo's achievements.
News & Media
Expert writing Tips
Best practice
When using "indicators of", ensure that the indicators are clearly defined and relevant to the subject matter. Providing context for each indicator strengthens your argument.
Common error
Avoid presenting "indicators of" as definitive proof. They are signs that suggest a possibility, but further evidence may be necessary to draw firm conclusions.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "indicators of" functions as a prepositional phrase that modifies a noun. It specifies what provides evidence or signals about a particular condition, state, or trend. Ludwig AI confirms its grammatical correctness and usability.
Frequent in
Science
30%
News & Media
50%
Formal & Business
10%
Less common in
Wiki
6%
Encyclopedias
2%
Social Media
2%
Ludwig's WRAP-UP
In summary, "indicators of" is a grammatically sound and frequently used prepositional phrase to point out evidence or signs relating to a particular topic. Ludwig AI validates its correctness and widespread usage across diverse fields. While it is suitable for formal and informal writing, it is most commonly found in news, scientific, and business contexts. Remember to use this phrase when presenting data or observations that suggest a specific condition or trend, being careful not to overstate the significance of individual indicators. Explore alternatives such as ""indications of"" or ""signs of"" for stylistic variety.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
indications of
Highlights the act of pointing out or suggesting something.
signals of
Emphasizes the communicative aspect of the evidence.
evidence of
Highlights the proof or factual basis of something.
measurements of
Focuses on quantifiable data rather than general signs.
gauges of
Implies a more precise or calibrated measurement.
predictors of
Focuses on the ability to forecast future events.
signposts of
Suggests a clear and easily recognizable marker.
yardstick of
Implies a standard or benchmark for comparison.
clues about
Emphasizes the investigatory or revealing aspect.
determinants of
Focuses on factors that decisively affect an outcome.
FAQs
How can I use "indicators of" in a sentence?
Use "indicators of" to point out signs or evidence that suggest something. For example, "Rising sea levels are key "indicators of" climate change."
What are some alternatives to "indicators of"?
Depending on the context, you could use alternatives like "indications of", "signs of", or "evidence of".
Is it better to use "indicator of" or "indicators of"?
"Indicator of" is singular and refers to a single sign, while "indicators of" is plural and refers to multiple signs. Choose the form that matches the number of signs you are discussing.
What's the difference between "indicators of" and "determinants of"?
"Indicators of" suggest a potential condition or outcome, while "determinants of" are factors that directly influence or cause a specific result. "Determinants of" implies a stronger causal relationship.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested