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
while taking into account
Grammar usage guide and real-world examplesUSAGE SUMMARY
"while taking into account" is a correct and usable phrase in written English.
It is typically used to introduce a condition or factor that is being considered or accounted for in a particular situation. For example: "While taking into account the budget constraints, we have decided to proceed with the project." In this case, the phrase is used to indicate that the budget constraints were factored in or considered when making the decision to proceed with the project. Another example could be: "While taking into account the feedback from our customers, we have made some improvements to the product." Here, the phrase is used to show that the feedback from customers was taken into consideration when making changes to the product. Essentially, "while taking into account" can be used anytime you want to emphasize that something was considered or factored in when making a decision or taking action.
✓ Grammatically correct
Science
News & Media
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
This while taking into account the future high bit rate requirement of the users.
The thus obtained constitutive equation enables the modelling of complex macrostructures, while taking into account the influence of the microstructure.
Science
This model is used to find a design that possesses high damping while taking into account design constraints.
While taking into account the flow's delay restriction in routing, the proposed scheme can also provide link failure resiliency.
Science
DesignBuilder, in turn, was applied to calculate the building cooling demand while taking into account the local outdoor thermal conditions.
Science
While taking into account the extra heat needed for the MFG operation, the total coefficient of performance (COPt) is 0.185.
Crucially, the domestic courts can develop their own interpretation of ECHR rights while taking into account Strasbourg case law.
News & Media
From 2018 total school funding would be indexed by the consumer price index while taking into account enrolment growth.
News & Media
In this model, patients choose a hospital while taking into account the risk of dumping.
Science
This function applies information gain measure while taking into account also simplicity of selectors.
need to be solved while taking into account the network-wide behavior[63].
Expert writing Tips
Best practice
Use "while taking into account" to clearly signal that certain factors or conditions influenced a decision or action. This improves transparency and provides context for your reasoning.
Common error
Avoid using "while taking into account" in simple sentences where a more direct phrase like "considering" or "given" would be more concise and effective. Overusing the phrase can make your writing sound unnecessarily formal and convoluted.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "while taking into account" functions as a prepositional phrase, modifying a verb or clause. It introduces a circumstance or condition that is being considered. As confirmed by Ludwig, it's a valid and usable phrase.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "while taking into account" is a versatile prepositional phrase used to introduce considerations influencing a decision or statement. Ludwig confirms its grammatical correctness and widespread usage. While it's prevalent in scientific and professional writing, overusing it in simple sentences can lead to wordiness. Related phrases, such as "factoring in" or "considering that", can offer more concise alternatives depending on the context. By understanding its nuances and appropriate contexts, writers can effectively use "while taking into account" to add clarity and depth to their writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
factoring in
A more direct and less formal alternative, emphasizing the inclusion of something in a calculation or decision.
accounting for
Focuses on explaining or adjusting for something, often in a quantitative sense.
considering that
Focuses on the reason or basis for the consideration, implying a more direct causal link.
with due consideration given to
More formal and emphasizes thoroughness and appropriateness of the consideration.
bearing in mind that
Emphasizes remembering or not forgetting something important.
in light of
Highlights viewing something based on new information or understanding.
mindful of
Suggests a deliberate awareness and attentiveness to something.
keeping in view that
Highlights maintaining a certain perspective or goal throughout the process.
with regard to
Broader in scope, simply indicating relevance or connection.
taking cognizance of
A more formal way to acknowledge and consider something.
FAQs
How can I use "while taking into account" in a sentence?
Use "while taking into account" to introduce a condition, factor, or consideration that influences a subsequent action, decision, or statement. For example: "While taking into account the budget constraints, we have decided to proceed with the project differently."
What phrases are similar to "while taking into account"?
Similar phrases include "considering that", "bearing in mind that", or "factoring in", depending on the specific context.
Is it more formal to use "while taking into account" or "considering"?
"While taking into account" tends to be more formal than "considering". Use "considering" for simpler sentences or when a less formal tone is appropriate.
Can I start a sentence with "while taking into account"?
Yes, it is grammatically correct to start a sentence with "while taking into account". However, ensure that the sentence flows logically and that the introductory phrase clearly connects to the main clause.
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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