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
by considering
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by considering" is correct and usable in written English.
It is typically used when outlining a thought process or decision-making process. For example: "By considering all the facts, it became clear that the best option was to put the plan into action."
✓ Grammatically correct
Science
News & Media
Academia
Encyclopedias
Formal & Business
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
60 human-written examples
Wolfram begins by considering outcomes.
News & Media
Optimizations were performed by considering crack propagation.
Science
I conclude by considering a variety of potential reforms.
Academia
by considering what it means for the conjunction to fail.
Academia
Focus more tightly by considering profits per share.
News & Media
Start by considering extremes, and then challenge those extremes.
News & Media
By considering what your high potentials want most from you.
News & Media
The procedure can be introduced by considering the H2 molecule.
Encyclopedias
Let's start by considering what Groupon's innovation isn't.
News & Media
Companies are not doing you a favour by considering you.
News & Media
Let's toggle perspectives by considering the story below.
News & Media
Expert writing Tips
Best practice
When starting a new paragraph or section, use "by considering" to clearly signal that you are about to evaluate different aspects or options.
Common error
Avoid using "by considering" in overly simple sentences where a more direct verb like "thinking about" or "examining" would be more concise and impactful.
Source & Trust
84%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by considering" functions as a prepositional phrase that often introduces a clause outlining a method, rationale, or approach. As Ludwig AI confirms, it's a standard way to begin a line of reasoning. Ludwig examples illustrate diverse uses.
Frequent in
Science
49%
News & Media
27%
Academia
7%
Less common in
Encyclopedias
3%
Formal & Business
3%
Wiki
0%
Ludwig's WRAP-UP
In summary, "by considering" is a versatile prepositional phrase used to introduce a thought process, evaluation, or method. Ludwig AI confirms its grammatical correctness and usability across various contexts. Predominantly found in scientific and news sources, it maintains a neutral to formal tone. When writing, use this phrase to signal a deliberate and structured analysis while being mindful of potential wordiness in simple sentences. For alternatives, you might explore "taking into account", "in light of", or "given that" for nuanced variations.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
considering
A shorter version of "by considering" with similar meaning.
taking into account
Replaces "by considering" with a more explicit phrase emphasizing the inclusion of factors.
taking into consideration
Slightly more formal and emphatic version of "taking into account".
in light of
Suggests a perspective shift, focusing on understanding something based on new information.
given that
Introduces a premise or condition upon which a conclusion is based.
bearing in mind
Highlights the act of remembering and including relevant information.
keeping in view
Similar to "bearing in mind", this phrase suggests maintaining focus on certain aspects.
with regard to
Focuses on a specific aspect or element being addressed.
in view of
Emphasizes the perspective or outlook from which something is being assessed.
on the grounds that
Provides a justification or rationale for a decision or conclusion.
FAQs
How can I use "by considering" in a sentence?
Use "by considering" to introduce a thought process or evaluation of different options, such as "By considering all available data, we can make a well-informed decision."
What are some alternatives to "by considering"?
You can use alternatives like "taking into account", "in light of", or "given that" depending on the specific context.
Is it redundant to say "by considering all factors"?
While not strictly incorrect, saying "by considering all factors" can be redundant. Often, simply using "by considering" implies that all relevant aspects are being evaluated.
What is the difference between "by considering" and "considering"?
"By considering" often introduces a more deliberate and structured evaluation, while "considering" can be a more general expression of taking something into account. The choice depends on the desired emphasis.
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
4.6/5
Expert rating
Real-world application tested