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
be analyzed with caution
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "be analyzed with caution" is correct and usable in written English.
It can be used when advising someone to approach an analysis or interpretation carefully, considering potential risks or uncertainties. Example: "The data collected from the experiment should be analyzed with caution to avoid drawing misleading conclusions."
✓ 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
20 human-written examples
The only construct we believe was the weakest and should be analyzed with caution was compatibility (Cronbach's alpha = .51).51
Nevertheless, it must be considered that the required number of exposures to exclusion trials for the emergence of naming should be analyzed with caution.
The impact of hypercapnia on outcome must be analyzed with caution since most of studies did not exclude patients with CLD which may confound the interpretation.
Science
Thus, the results should be analyzed with caution as the scenarios for training transfer to occur during this period are constricted (off-season); the increases in certain strength parameters were not reflected in positive transference to consecutive gains in ball speed.
Science
They should be interpreted as warning remarks, that is, the information should be analyzed with caution since: (a) the company is exposed to potential risks whose effect depends on future (and therefore uncertain) events; or (b) some aspects could not be examined by the auditor due to causes which are not attributable to the audited firm.
Science
Studies regarding HIV-1 RNA detection in CSF should be analyzed with caution.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
40 human-written examples
Broadly speaking, genetic datasets known to be impacted by technical artefacts that operate in a non-random manner need to be analyzed and interpreted with caution (e.g., non-amplifying 'null' alleles [ 25]).
Science
Kimmel referenced the video with Obama, cautioning him that people would be analyzing the president's every word and laugh.
News & Media
As mentioned above, only 5 eRA PBMC samples were analyzed, and the results should therefore be interpreted with caution.
With subsp. dacica the results should be interpreted with caution since only three individuals were analyzed.
Science
The findings of this study should be interpreted with caution because the analyzed information was self-reported and may be biased by underestimation, overestimation, and social desirability.
Science
Expert writing Tips
Best practice
When using the phrase "be analyzed with caution", clearly state the reason for caution. For instance, specify potential biases, limitations in data, or uncertainties in the methodology.
Common error
Avoid using "be analyzed with caution" without providing specific context. Instead of just saying "The results should be analyzed with caution", explain why caution is necessary, such as "The results should be analyzed with caution due to the small sample size."
Source & Trust
84%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "be analyzed with caution" functions as a directive, advising the audience to approach the interpretation of data or information with a critical and careful mindset. Ludwig AI confirms that it follows standard grammar rules.
Frequent in
Science
60%
News & Media
40%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "be analyzed with caution" serves as a directive urging critical evaluation when interpreting data or information. Predominantly found in scientific and news contexts, Ludwig AI confirms its grammatical correctness. Its purpose is to warn against potential flaws, encouraging thorough scrutiny. Alternative phrases, such as "be interpreted carefully" or "be approached with skepticism", offer similar guidance. It's essential to specify why caution is necessary, pointing out data limitations or potential biases to enhance the impact and clarity of the recommendation. Keep in mind that this phrase is relatively rare.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Be interpreted carefully
This focuses on the importance of accurate understanding.
Warrant careful scrutiny
This highlights the need for detailed examination.
Be viewed critically
Indicates a need to examine the information for flaws.
Be approached with skepticism
This suggests a questioning attitude towards the analysis.
Demand rigorous evaluation
Emphasizes a strict and thorough assessment process.
Be regarded with circumspection
This indicates a need for prudence and thoroughness.
Be considered tentatively
Highlights the provisional nature of the analysis.
Be assessed warily
Expresses a degree of distrust in the analysis or data.
Be treated with a grain of salt
This suggests some information might be inaccurate or exaggerated.
Be handled with care
Suggests a need for gentle and thoughtful analysis.
FAQs
How can I use "be analyzed with caution" in a sentence?
You can use "be analyzed with caution" to advise a careful and critical approach to data or information. For example, "These preliminary findings must "be analyzed with caution" until further research confirms the results."
What does it mean when someone says data should "be analyzed with caution"?
It means that there are potential issues or limitations with the data that could lead to inaccurate or misleading conclusions. It's a warning to interpret the analysis critically and consider possible biases or confounding factors.
What are some alternatives to "be analyzed with caution"?
Alternatives include phrases like "be interpreted carefully", "be approached with skepticism", or "warrant careful scrutiny", depending on the specific nuance you want to convey.
In what situations is it appropriate to say something should "be analyzed with caution"?
It's appropriate when there are known limitations or potential biases in the data, methodology, or context. This might include small sample sizes, non-random sampling, or potential confounding variables.
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
4.3/5
Expert rating
Real-world application tested