Used and loved by millions
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
serving as an indication
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "serving as an indication" is correct and usable in written English.
It can be used when describing something that acts as a sign or signal of a particular condition or situation. Example: "The rising temperatures are serving as an indication of climate change."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
suggesting the presence of
serving as proof
serving as evidence
indicating the presence of
acting as a sign of
serving as an indicator of
being indicative of
representing
suggesting
pointing to
denoting
demonstrating
evidencing
reflecting
attesting to
showing
implying
being superb of
being afraid of
being incapable of
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Here, the hazard ratio (HR) serves as an indication of patient prognosis, with HR values <1 indicating better survival.
Science
Another major shortcoming is that increased levels of liver enzymes can only indicate damage and are therefore not suitable to serve as an indication of the patients' regional perfusion.
Science
When I was older, it served as an indication of how (and how NOT) to write other people's culture.
News & Media
"I don't look at anything in the past to serve as an indication as to how this team is going to perform in the future".
News & Media
Some of them still wore brightly colored hospital-style bands around their wrists that had served as an indication of their swimming ability.
News & Media
So UConn's 87-51 victoverover No. 3 Duke on Monday night served as an indication that there is a steep drop from the top.
News & Media
That is, if an auction of some of former Mayor Edward I. Koch's personal items on Monday can serve as an indication of his favorability rating.
News & Media
The increase in extreme fire risk is expected within the coming decade to exceed that of natural variability and this serves as an indication that anthropogenic climate warming will likely play a significant role in influence California's fire season.
News & Media
Assemblyman Jeffrey Dinowitz, one of the elected officials who actively oppose Mr. Rivera's leadership, said: "His recent losses across the board serve as an indication of the position he's in, which is a weak one".
News & Media
The paucity of director cases since the passage of the Sarbanes-Oxley law in 2002 has served as an indication that the S.E.C. is mindful of the complaints companies made back then.
News & Media
Three of each team's 23 starting spots filled with the minimum bid may not seem all that high, but that does translate to 13 percent of the player pool, which should serve as an indication that there is an art to controlling the endgame by carefully nominating players after your opponents have all fallen to maximum bid positions of $1.
News & Media
Expert writing Tips
Best practice
When using "serving as an indication", ensure the context clearly establishes what is being indicated. For instance, specify the condition, outcome, or trend that the phrase points towards.
Common error
Avoid using "serving as an indication" in situations where the connection is too weak or unclear. A more direct and specific phrase can enhance clarity and impact.
Source & Trust
60%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "serving as an indication" functions primarily as a connector, linking a particular observation or data point to a broader implication or conclusion. As indicated by Ludwig AI, it suggests a relationship where one thing hints at or points towards another, without necessarily providing definitive proof.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, "serving as an indication" is a versatile phrase used to suggest a connection between a piece of evidence and a potential conclusion. While grammatically sound and acceptable, according to Ludwig AI, its effectiveness hinges on clearly establishing the relationship between what serves as the indication and what is being indicated. To enhance clarity, consider alternatives like "acting as a signal" or "constituting a clue" when appropriate. Avoid overuse in vague contexts to maintain the impact and precision of your writing. "Serving as an indication" can be used in various contexts and its usage tends to be neutral to formal.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
acting as a signal
Replaces "indication" with "signal", focusing on the signaling aspect.
functioning as a sign
Substitutes "serving" with "functioning" and "indication" with "sign", emphasizing the role as a marker.
constituting a clue
Emphasizes the role of providing a hint or piece of evidence.
working as evidence
Highlights the evidential aspect, suggesting proof or support.
representing a forecast
Suggests predictive ability, where the phrase implies future outcomes.
giving an idea of
Focuses on conveying a general sense or understanding.
pointing to the possibility of
Highlights the potential or likelihood of something.
suggesting the presence of
Emphasizes the existence or availability of something.
hinting at a likelihood
Focuses on a subtle suggestion of something probable.
offering a glimpse into
Emphasizes a brief or partial view of something.
FAQs
How can I effectively use "serving as an indication" in a sentence?
To effectively use "serving as an indication", ensure you clearly link what is serving as the indication to what it indicates. For example: "The increase in applications is serving as an indication of growing interest in the program."
What are some alternatives to "serving as an indication"?
You can use alternatives like "acting as a signal", "functioning as a sign", or "constituting a clue" depending on the specific nuance you want to convey.
Is there a difference between "serving as an indication" and "serving as proof"?
"Serving as an indication" suggests something points toward a conclusion without definitively proving it. In contrast, "serving as proof" implies conclusive evidence. Indication suggests possibility; proof suggests certainty.
In what contexts is "serving as an indication" most appropriate?
"Serving as an indication" is appropriate in contexts where you want to suggest a trend, possibility, or underlying condition without stating it as an absolute fact. It is commonly used in scientific research, news reporting, and analytical writing.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
60%
Authority and reliability
4.5/5
Expert rating
Real-world application tested