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
considering led by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "considering led by" is not correct and does not make sense in written English.
It seems to be an incomplete thought or a misphrasing. You might want to clarify the intended meaning or context. Example: "Considering led by the recent developments, we need to adjust our strategy."
⚠ May contain grammatical issues
News & Media
Science
Encyclopedias
Alternative expressions(6)
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
1 human-written examples
There were a few other stories on Friday that an apocalypse would have saved us from considering, led by the tale of an Olympic runner turned high-priced call girl and followed closely by the cringe-inducing idea that we're in for another round of Nick Saban flirting with the N.F.L., according to Jason Cole of Yahoo.com.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Consider a classic study led by the psychologist Sam Glucksberg in the early nineteen-sixties.
News & Media
The perturbations we consider lead to gene knock-out, either by drug action or through DNA mutations.
Science
In a recently study, Pan and Yang (2002) generalized Goyal's (1988) model by considering lead time as a decision variable and obtained a lower joint total expected cost and shorter lead time.
Conservatives, including non-believers, also consider a church led by Pope Benedict to be a stout bulwark against Islamic fundamentalism.On other issues, too, there is an overlap between the views of the centre-right and those of the church.
News & Media
To further consider the imperfections led by the Non-LoS component in the channel, we assume the channel between the ST and the PR is modeled as the Rician channel, i.e., begin{array}{*{20}l} pmb{h}&=sqrt{frac{K}{1+K}}abar{pmb{h}}(mu)+sqrt{frac{Klambda_{p}}{1+K}}pmb{q}, end{array} (39).
Lung cancer was not a suggested risk among workers exposed to wood dust in this study, and most previous studies also lack a consistent association. 3, 5, 6, 31 The increased risk of lung cancer among workers with exposure to formaldehyde is considered to be led by the residual confounding effect of smoking and of co-exposure to formaldehyde and asbestos or crystalline silica, for example.
Televisa had originally planned to pair up with Providence Equity Partners and Madison Dearborn Partners, but it is now also considering joining an alliance led by the Blackstone Group and Kohlberg Kravis Roberts & Company or another alliance that includes the Texas Pacific Group and Thomas H. Lee Partners, these people said).
News & Media
The United Nations Framework Convention on Climate Change recently agreed to study and consider a new initiative, led by forest-rich developing countries, that calls for economic incentives to help facilitate reductions in emissions from deforestation and degradation in developing countries (REDD).
On Sunday, Sasse, the first senator to pledge openly not to support Trump in a general election, urged Republicans to consider whether a party led by him would still represent their interests.
News & Media
Consider a 2005 paper led by Steven Hollon, a psychologist at Vanderbilt University: he found that people on antidepressants had a 76 percent chance of relapse within a year when the drugs were discontinued.
News & Media
Expert writing Tips
Best practice
When aiming for clarity, use more explicit phrases like "considering the leadership of" or "taking into account guided by".
Common error
Avoid using "considering led by" as a standalone phrase. It often requires additional context to fully convey the intended meaning. Provide the full context.
Source & Trust
84%
Authority and reliability
2.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "considering led by" functions as a connector, attempting to link a thought or action with a condition of being led or guided. However, Ludwig AI indicates that the phrase is not grammatically correct, which diminishes its effectiveness.
Frequent in
News & Media
33%
Science
33%
Encyclopedias
33%
Less common in
Formal & Business
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, while the phrase "considering led by" attempts to link consideration with leadership, it's grammatically questionable and rarely used. Ludwig AI flags it as incorrect, suggesting clearer alternatives like "taking into account the leadership of". Its presence in news and media sources suggests a neutral register, but its awkwardness makes it unsuitable for formal contexts. For clarity and grammatical correctness, opt for more precise phrasing in your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
considering the leadership of
Focuses specifically on the leadership aspect in the context.
taking into consideration, led by
More formally acknowledges consideration alongside leadership.
taking into account guided by
Emphasizes consideration alongside guidance.
keeping in mind the leadership of
Highlights awareness of the leadership role.
bearing in mind spearheaded by
Highlights awareness while noting leadership.
acknowledging the guidance of
Emphasizes recognition of the guidance provided.
considering with the leadership of
More explicit about the leadership element.
with regard to the direction of
Suggests a focus on the direction or management.
in light of directed by
Focuses on information directing leadership.
given the direction of
Stresses the directional influence.
FAQs
How can I use "considering led by" in a sentence?
While grammatically awkward, you might use a phrase like "considering the initiative "led by" the CEO, we proceeded cautiously" for a cause-and-effect relationship.
What's a more grammatically sound alternative to "considering led by"?
How does "considering led by" differ from "under the leadership of"?
"Under the leadership of" directly attributes actions or decisions to a leader, while "considering "led by"" awkwardly implies evaluation alongside leadership.
Is "considering led by" appropriate for formal writing?
No, "considering "led by"" is not appropriate for formal writing. Opt for clearer and more grammatically correct alternatives like "taking into account the leadership of".
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
2.5/5
Expert rating
Real-world application tested