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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
compared to experts
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "compared to experts" is correct and usable in written English.
It can be used when making a comparison between someone's knowledge, skills, or performance and that of professionals in a particular field. Example: "Her understanding of the subject is impressive, especially when compared to experts in the field."
✓ 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
9 human-written examples
The automatic detection results are compared to experts' manual annotations (101 spikes) on a whole-night sleep EEG recording.
Science
Results indicate that, compared to experts, the computationally-generated structure is sensible in clustering of patents and organization of clusters.
Science
ANOVA results for the non-expert raters similarly reflected those of the overall group assessment, which was anticipated considering the sample size of the non-experts compared to experts.
Science
They do not have a broad experience compared to experts in the field, but are the ones who decide on antidepressant use.
Science
The hypothetico-deductive model of clinical reasoning states that compared to experts intermediates and novices tend to gather more information to test their hypotheses.
Secondly, there was a selective loss of verbal explanations: although they were equally divided over the cases, fewer of these explanations were collected among intermediates and novices as compared to experts.
Human-verified similar examples from authoritative sources
Similar Expressions
51 human-written examples
Perhaps the most controversial aspect of self-assessment is that students appear under-qualified to accurately assess their own learning when compared to expert (teacher) raters.
Science
The patient's sensitivity for recognizing delirium compared to expert assessments was 38%, with a specificity of 66%, a PPV of 22% and a NPV of 80%.
Science
Compared to expert assessments, there were 7 misclassified CAM-ICU ratings among the 108 ratings, of which there were 7 false negatives and no false positives.
Science
Uninformed optimization improved model performance by 29% compared to expert opinion-informed model, while sensitivity-analysis informed optimization improved model performance by 54%.
Models are compared and 8 out of 9 models are shown to have a statistically significant (p = 0.05) increase in area under the receiver operating characteristic when using the hybrid approach when compared to expert-only models.
Science
Expert writing Tips
Best practice
When using "compared to experts", ensure you clearly define who the experts are and what criteria are being used for comparison. This adds credibility to your analysis.
Common error
Avoid implying that all experts share the same viewpoint or level of skill. Acknowledge potential differences in expertise or methodology to provide a more nuanced comparison.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "compared to experts" functions as a prepositional phrase that introduces a standard or benchmark against which something is being evaluated. As Ludwig AI states, it's used to make comparisons and contrasts across various domains.
Frequent in
Science
70%
News & Media
15%
Formal & Business
15%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "compared to experts" serves as a useful tool for benchmarking and establishing credibility by referencing established authorities. Ludwig AI analysis confirms that the phrase is correct and usable in written English. While primarily found in scientific and professional contexts, using this phrase effectively requires clear definition of who these experts are and the criteria of comparison. Using alternative phrases such as "in relation to experts" or "assessed against experts" can provide a nuance. Overall, "compared to experts" remains a valuable asset for clear and credible communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
versus experts
Replaces "compared to" with "versus", indicating a more direct opposition or contrast.
in comparison with experts
A more formal alternative to "compared to", suitable for academic or professional writing.
in relation to experts
Emphasizes a relationship or connection being assessed against the standard set by experts.
when contrasted with experts
Highlights the act of contrasting as a key element of the comparison.
assessed against experts
Focuses on the evaluation process, where something is being measured against the expertise of professionals.
relative to experts
Indicates a proportional or dependent relationship to the standard set by experts.
alongside experts
Suggests a parallel examination, positioning the subject next to experts for comparison.
next to experts
Suggests a parallel positioning of the subject next to experts for the purpose of comparison.
vis-à-vis experts
A sophisticated term indicating a specific point of comparison concerning experts.
as opposed to experts
Highlights a distinct contrast or difference, making it suitable when emphasizing opposing characteristics.
FAQs
How do I use "compared to experts" in a sentence?
Use "compared to experts" to highlight differences or similarities between a subject and the standard set by professionals in a field. For instance, "The novice programmer's code, "compared to experts", lacked optimization and efficiency."
What are some alternatives to saying "compared to experts"?
Alternatives include "in relation to experts", "versus experts", or "assessed against experts", each offering a slightly different nuance in the comparison.
Which is correct, "compared to experts" or "compared with experts"?
Both "compared to experts" and "compared with experts" are grammatically correct. "Compared to" is generally preferred when highlighting differences, while "compared with" is used for similarities, but in most contexts, they are interchangeable.
What's the difference between "compared to experts" and "assessed by experts"?
"Compared to experts" implies a general comparison against a benchmark set by experts, while "assessed by experts" specifies that the evaluation was directly performed by experts. The former is a broad comparison, the latter a specific evaluation process.
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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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested