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
leads to identifying
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "leads to identifying" is correct and usable in written English.
It can be used when discussing a process or outcome that results in the recognition or discovery of something. Example: "The research findings lead to identifying key factors that influence consumer behavior."
✓ Grammatically correct
Science
News & Media
Polymer Testing
Security Informatics
Alternative expressions(3)
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
6 human-written examples
Logarithmic extensions evaluated in a specific coordinates system were introduced in the analytical development, which leads to identifying a relevant rubber fracture criterion.
Science
The separation leads to identifying all patterns, which may be in low support for the entire dataset whereas may have high support for a specific class value (cleavage or non-cleavage) without loss of generality.
Science
For example, as people identify instruments and resources, they will probably describe how they use particular resources in performing various tasks, which leads to identifying activities, their objects, and the intended outcomes.
Science
That change leads to identifying areas that can be eliminated.
News & Media
This automatically leads to identifying residues and hence the sites that are likely to be functionally important.
Science
Still in doubtful cases, the demonstration of nigrostriatal dopamine transporter deficit leads to identifying DLB with high accuracy [ 122].
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
The combination of modeling and experiments leads to identify optimal connection.
Science
The effectiveness factor of an electrochemical interface process, calculated using the Damköhler number, leads to identify the competition between intrinsic reaction (charge transfer) and bulk mass transport.
Science
Intelligence analysts also were scrubbing the files for any information that might lead to identifying the location of Al Qaeda's surviving leadership.
News & Media
But Dr. Hoekstra is confident and said the research that should lead to identifying the actual genes is already going on.
News & Media
Determining factors associated with these high rates may lead to identifying measures that can help prevent disease.
Science
Expert writing Tips
Best practice
When using "leads to identifying", ensure that the causal relationship is clear and direct. Avoid using it in vague or ambiguous contexts.
Common error
Avoid using "leads to identifying" when the outcome is only a possibility, not a certainty. Consider alternatives like "may help identify" or "could potentially lead to identifying" to convey uncertainty.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "leads to identifying" functions as a causal connector, indicating that one action or event causes or results in the identification of something. It's used to establish a cause-and-effect relationship.
Frequent in
Science
67%
News & Media
17%
Polymer Testing
16%
Less common in
Security Informatics
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, the phrase "leads to identifying" is a grammatically sound causal connector used to indicate that one action or event results in the identification of something. As noted by Ludwig AI, the phrase is correct and usable in written English. While not extremely common, its usage is consistent across various scientific and news contexts. When using this phrase, ensure that the causal relationship is clear and direct. Alternatives include "results in identifying" and "facilitates the identification of". Avoid using it when the outcome is uncertain; instead, opt for phrases like "may help identify".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
results in identifying
Changes the initial verb to 'results,' emphasizing the outcome more directly.
contributes to identifying
Emphasizes the role of contributing rather than directly causing identification.
facilitates the identification of
Uses a more formal and noun-based structure.
enables the identification of
Highlights the enabling aspect of the action.
promotes the identification of
Similar to 'facilitates', but with a stronger emphasis on actively promoting the process.
fosters the identification of
Indicates a nurturing or supportive role in the identification process.
gives rise to identifying
Highlights the creation or origination of the identification.
creates the opportunity to identify
Focuses on the chance or possibility that arises.
paves the way for identifying
Indicates preparation or making it easier to identify.
sets the stage for identifying
Suggests a preparatory action before the identification.
FAQs
How can I use "leads to identifying" in a sentence?
Use "leads to identifying" to show a cause-and-effect relationship where one action or event results in the discovery or recognition of something. For example, "Careful analysis of the data "leads to identifying" key trends."
What are some alternatives to "leads to identifying"?
You can use alternatives such as "results in identifying", "facilitates the identification of", or "enables the identification of" depending on the context.
Is there a difference between "leads to identifying" and "helps in identifying"?
"Leads to identifying" suggests a direct causal relationship, whereas "helps in identifying" implies assistance or contribution to the identification process, without necessarily being the sole cause.
Can "leads to identify" be used instead of "leads to identifying"?
While "leads to identify" might be grammatically acceptable, "leads to identifying" is more common and natural in English. The gerund form (identifying) emphasizes the ongoing process or action of identification. For example, "This research "leads to identifying" potential solutions."
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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested