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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
caution ought to be
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "caution ought to be" is correct and usable in written English.
It can be used when advising someone to exercise caution or to indicate that caution is necessary in a particular situation. Example: "In this unpredictable environment, caution ought to be exercised to avoid potential risks."
✓ Grammatically correct
Science
News & Media
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
Nonetheless, these activities were restricted to a single major urban trauma center and have a limited sample size; thus, confidence in the generalizability of the results must be appropriately tempered as caution ought to be used when extrapolating these findings to populations not addressed in this study.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Should the UN really be doing this?The starting point ought to be extreme caution.
News & Media
But the use of subjective well-being with respect to authoritarian doctrines, including religions, ought to be treated with caution, especially under autocratic regimes.
News & Media
This means that any findings based on them ought to be treated with caution.Still, Dr Michel and his team hope that their approach will spur a more rigorous, quantitative approach to the study of human culture.
News & Media
If simply controlling for the session in which a game was conducted eliminates the significance of a coefficient, then it would seem that any claims to significance ought to be regarded with caution.
Science
The findings from qualitative research studies such as this may not be and ought to be considered with caution.
Science
These findings ought to be interpreted with caution and within the context of the Ugandan local health system.
Science
Hence, conclusions surrounding the cost-effectiveness of diagnostic laparoscopy ought to be treated with caution and further research is recommended to assess cost-effectiveness in different settings.
Science
General anaesthesia is a postoperative risk following day surgery, but its importance as a risk factor ought to be interpreted with caution [ 34].
Science
Therefore, although the head outcomes measured are not exactly the same, and comparisons ought to be made with caution, the associations found during pregnancy seem to continue to prevail at birth.
Though the findings ought to be considered with caution, we believe the views reported herein may be regarded as a reasonable representation of those of married women in the target community.
Science
Expert writing Tips
Best practice
When using "caution ought to be", ensure the context clearly indicates what specific action or situation requires careful consideration. For instance, "When interpreting these results, "caution ought to be" exercised."
Common error
Avoid using "caution ought to be" in casual conversations or informal writing. Opt for more natural alternatives like "be careful" or "watch out" in such settings.
Source & Trust
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "caution ought to be" functions as a recommendation for careful consideration. It advises a prudent approach, often in situations involving potential risks or uncertainties. As Ludwig AI explains, the phrase is usable when indicating that caution is necessary in a particular situation.
Frequent in
Science
60%
News & Media
40%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "caution ought to be" is a grammatically correct phrase primarily used in formal and scientific contexts to recommend careful consideration. While less common in everyday speech, it serves as a strong advisory for prudence in situations involving potential risks. Ludwig AI confirms the phrase's usability in written English. Remember to reserve it for appropriate settings and consider alternatives like "caution should be" in less formal scenarios. The key is to maintain consistency in tone and register throughout your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
caution should be exercised
Uses "should" instead of "ought to" and employs a passive voice construction.
care must be taken
Replaces "caution" with "care" and "ought to be" with "must be taken", indicating a necessity.
prudence is advisable
Substitutes "caution" with "prudence" and uses "is advisable" to suggest a recommendation.
it is necessary to be cautious
Restructures the sentence to emphasize the necessity of being cautious.
circumspection is required
Employs more formal vocabulary, replacing "caution" with "circumspection" and "ought to be" with "is required".
a cautious approach is needed
Focuses on the approach rather than the act of being cautious, highlighting the need for a careful strategy.
one should proceed with caution
Uses a more general subject "one" and a verb "proceed" to describe the action of being cautious.
extreme care should be employed
Emphasizes the degree of care needed by adding "extreme" and using "employed" instead of "taken".
it would be wise to be careful
Uses conditional language ("would be") and replaces "caution" with "careful" to soften the directive.
vigilance is recommended
Replaces "caution" with "vigilance" and employs "is recommended" to suggest a formal suggestion.
FAQs
When is it appropriate to use "caution ought to be"?
The phrase "caution ought to be" is appropriate in formal writing and speech, especially when advising careful consideration of a situation or action. It's commonly found in scientific, academic, and professional contexts where precision and formality are valued.
What are some alternatives to "caution ought to be"?
Alternatives include "caution should be", "care must be taken", or "prudence is advisable". The best choice depends on the specific nuance you wish to convey and the formality of the context.
Is "caution ought to be" more formal than "caution should be"?
Yes, "caution ought to be" carries a slightly more formal tone than "caution should be". "Ought to" generally implies a stronger sense of duty or moral obligation, though in this context, the difference is subtle.
How does "caution ought to be" compare to "be careful"?
"Be careful" is a direct and informal imperative. In contrast, "caution ought to be" is a more detached and formal recommendation, typically used when discussing abstract concepts or potential risks in a more analytical manner. Using "be careful" in a scientific paper would be out of place.
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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
88%
Authority and reliability
4.1/5
Expert rating
Real-world application tested