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 expectations
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "considering expectations" is correct and usable in written English.
It can be used when discussing factors or conditions that take into account what is anticipated or hoped for in a given situation. Example: "Considering expectations, we should adjust our project timeline to ensure we meet the client's needs."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
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
5 human-written examples
Understanding these effects is particularly important considering expectations for increasing temperature stress31,32,34 throughout the 21st century.
Science & Research
Analyzing: It was begun by considering expectations from the Harvard Study.
When considering expectations over variables for which the individual has substantial private information (e.g. educational attainment, mortality risk) and in some cases are under his control up to some extent (e.g. retirement age) the rational expectations hypothesis cannot be rejected.21 Benítez-Silva et al.
Science
Integrating both sides from 0 to (tau_{varepsilon}wedge T), by considering expectations, yields EVbigl(S tau_{varepsilon}wedge T),I_{1} tau_{varepsilon}wedge T),I_{2} tau _{varepsilon}wedge T bigr)leq V bigl(S 0),I_{1}(0),I_{2}(0)bI_{2}C_{2}T.
But Argentina would benefit from Brazil being expected to increase government revenue, while the Government of Brazil may feel more comfortable in doing so – considering expectations from constituencies in Brazil – if it were assured that the Government of Argentina would not use the opportunity to lower its government revenue for the sake of luring away investment.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
Considering expectation operation on both sides of the update Eq. 18, one can obtain w ̂ ̲ n + 1 T = w ̂ ̲ n T + 2 μE { e ( n ) ( s ̂ ( n − k 0 ) + v ̂ ( n − k 0 ) ) }. (19).
Two reasons are more than enough, though, when you consider expectations going into this thing were significantly less than zero.
News & Media
We considered expectations from all participants but also individually categorized commercial banks, stockbrokers and pension funds in rows: 7 9.
Authors such as Nurkse (1944), Takagi (1991), and Frankel and Rose (1994) consider expectations to be highly volatile and unstable, and state that the influence of psychological factors may at times be overwhelming.
Let us first consider expectations from an only secondary dysfunction, that is, less engagement by lexical whole-word recognition and sublexical multi-letter recognition of otherwise fully functional left OT regions.
Science
We considered Expectation (E) values below 1e-6 to assign a putative identity to a flanking sequence.
Science
Expert writing Tips
Best practice
When using "considering expectations", ensure the context clearly defines whose expectations are being considered. Avoid ambiguity by specifying the group or individual holding those expectations.
Common error
Avoid using "considering expectations" without specifying the source or nature of those expectations. Vague references can lead to misinterpretations. Instead, provide context such as "considering stakeholder expectations" or "considering market expectations".
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "considering expectations" functions as a gerund phrase acting as an adverbial modifier. It introduces a condition or factor that influences the main clause, indicating that something is being evaluated or approached with certain expectations in mind. As Ludwig AI confirms, this usage is correct and suitable for various contexts.
Frequent in
Science
33%
News & Media
33%
Formal & Business
11%
Less common in
Academia
5%
Wiki
5%
Reference
0%
Ludwig's WRAP-UP
In summary, "considering expectations" is a grammatically correct and versatile phrase used to indicate that anticipated outcomes or standards are being taken into account. As Ludwig AI states, the phrase is used to discuss factors or conditions that take into account what is anticipated or hoped for in a given situation, suggesting options like "taking into account expectations" or "factoring in expectations" as alternatives. It is commonly found in science, news and media, and business contexts. To maximize clarity, it's crucial to specify the source of the expectations to avoid ambiguity. Its frequent use in reputable sources underscores its validity and applicability in professional communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
taking expectations into account
Rephrases the idea with a more explicit emphasis on inclusion.
factoring in expectations
Uses a more mathematical term, suggesting a calculated consideration.
bearing expectations in mind
Highlights remembering expectations during deliberation.
keeping expectations in view
Suggests maintaining a constant awareness of expectations.
with expectations in mind
Similar to 'bearing in mind', but slightly more concise.
given the expected outcomes
Focuses on the results that are predicted or anticipated.
taking anticipated needs into consideration
Emphasizes needs rather than general expectations.
given projected results
Highlights formal projections and their impact.
taking future possibilities into account
Shifts focus to a broader range of possibilities beyond immediate expectations.
in light of anticipated consequences
Highlights the potential results or effects of actions.
FAQs
How can I use "considering expectations" in a sentence?
You can use "considering expectations" to introduce a factor that influences a decision or assessment. For instance, "Considering expectations, the project was deemed a success despite minor setbacks."
What are some alternatives to the phrase "considering expectations"?
Alternatives include phrases like "taking expectations into account", "factoring in expectations", or "bearing expectations in mind", each offering a slightly different nuance.
Is it more formal to say "considering expectations" or "taking expectations into account"?
"Taking expectations into account" is slightly more formal than "considering expectations". The former is often preferred in academic or business contexts.
What's the difference between "considering expectations" and "meeting expectations"?
"Considering expectations" means taking expectations into account during planning or evaluation, while "meeting expectations" means fulfilling those expectations. They refer to different stages of a process.
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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested