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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
especially given how
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'especially given how' is correct and usable in written English.
You can use it when you want to emphasize the importance of something in a particular situation. For example: It was important to set up backup systems, especially given how vulnerable the system was to cyber attack.
✓ Grammatically correct
News & Media
Alternative expressions(20)
particularly considering
mainly because of
largely due to
primarily as a result of
significantly influenced by
notably considering
with particular attention to
considering the circumstances of
taking into account
bearing in mind
certainly given how
especially investigated how
worked given how
particular given how
factors given how
placed given how
been given how
because of
particularly because of
notably in light of
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
"Especially given how important the aerial dimension is".
News & Media
The relatively limited outcry, especially given how people upset are over the Republicans' actions, reflects that".
News & Media
So, that surprised me — especially given how much oil was coming out of the well.
News & Media
"His career is pretty remarkable, especially given how very greasy Nigeria's political pole can be".
News & Media
There are reasons to be very cautious here, especially given how many enemies Bo has made.
News & Media
Cardiff was a difficult wicket to bat on, especially given how well England bowled.
News & Media
Deitch called the paucity of commercial theatre "a major concern", especially given how drama schools prepare students for the industry.
News & Media
I don't think so, especially given how much there is, in terms of drama alone, to offset it.
News & Media
That record for the current recovery is still quite impressive, though, especially given how poor the job market still is.
News & Media
And that's for the worse, especially given how notably different he sounds when the beat beneath him is optimistic.
News & Media
"I'm disappointed [not to win] but encouraged by our performance, especially given how many young players we had on the pitch," said Rodgers.
News & Media
Expert writing Tips
Best practice
Use "especially given how" to introduce a reason or condition that makes a situation more significant or understandable. It works best when the 'how' clause explains or clarifies the preceding statement.
Common error
Avoid using "especially given how" too frequently in your writing. While it's a useful phrase, overuse can make your writing sound repetitive. Vary your sentence structure and use alternative expressions to maintain reader engagement.
Source & Trust
91%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "especially given how" functions as a causal connector, linking a situation or outcome to a particular condition or reason. As Ludwig AI shows, it introduces an explanation that emphasizes the significance of the preceding statement.
Frequent in
News & Media
88%
Formal & Business
6%
Science
6%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "especially given how" functions as a connector that emphasizes the importance of a particular condition or reason in relation to a situation. Ludwig AI confirms its grammatical correctness and frequent usage, especially within news and media contexts. When writing, it's essential to use this phrase judiciously to avoid redundancy. For variations, consider alternatives such as "particularly considering" or "mainly because of". "Especially given how" serves as a neutral and valuable tool for explaining and emphasizing cause-and-effect relationships in various forms of communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
particularly considering
Focuses on consideration, highlighting the specific factor being taken into account.
mainly because of
Emphasizes the primary reason or cause for a particular situation.
largely due to
Similar to 'mainly because of', but suggests a greater degree of impact.
primarily as a result of
Formal alternative, highlighting the consequence of a specific factor.
significantly influenced by
Emphasizes the degree of influence a factor has on a situation.
notably considering
Highlights the noteworthiness of the factor being taken into account.
with particular attention to
Draws attention to a specific aspect or detail.
considering the circumstances of
Focuses on the broader context and conditions surrounding the situation.
taking into account
General phrase indicating that certain factors are being considered.
bearing in mind
Suggests a more mindful consideration of the factors involved.
FAQs
How to use "especially given how" in a sentence?
Use "especially given how" to connect a situation or result to a specific condition or reason that emphasizes its importance. For example: "The project was successful, especially given how /s/challenging+the+initial+conditions were."
What can I say instead of "especially given how"?
You can use alternatives like "particularly considering", "mainly because of", or "largely due to" depending on the context.
Is "especially given how" formal or informal?
"Especially given how" is suitable for both formal and informal contexts. It can be used in news articles, academic papers, and everyday conversation.
What's the difference between "especially given how" and "considering that"?
"Especially given how" emphasizes the significance of a particular aspect or condition, while "considering that" is a more general way of introducing a factor for consideration. "Especially given how" adds more weight or surprise.
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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
91%
Authority and reliability
4.6/5
Expert rating
Real-world application tested