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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
based on the attention
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the attention" is not entirely clear and may not be correct in all contexts.
It can be used when referring to something that is determined or influenced by the level of attention given to a subject or task. Example: "The results of the study were based on the attention participants paid to the stimuli presented."
✓ 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
10 human-written examples
Silverman said that he did not know if the cable operators would change their hardened positions based on the attention over the upset.
News & Media
In a method that is similar to the way Google originally ranked Web sites, GitHire elevates a programmer's status based on the attention that other developers are paying to his or her profile.
News & Media
This feature is based on the attention metadata stored in your history file.
News & Media
The willingness is determined for a social agent based on the attention index (when it exceeds a threshold value).
The next step I'd like to see is some sort of alert, a glowing red button maybe, indicating different levels of hotness based on the attention any given story is getting both within these readers and elsewhere.
News & Media
The country's climate change policy history goes back to the late 1980s when the Dutch government developed its first climate change policy actions based on the attention drawn to the climate change issue in the 1987 Brundtland report.
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
"Right now, based on the media attention and the way the department has been portrayed in the media," he said, "it is not surprising to me that the people are not applying in the numbers they applied in the past".
News & Media
Based on the rapt attention and enthusiastic response of many of the children in Tuesday's audience, the Sphinx Organization may achieve another of its goals: increasing the number of blacks and Latinos in classical music audiences.
News & Media
The quote size is, in a cognitive sense, complementary to the comment being written, and the fact that the two share the same statistical properties suggests existence of some deeper mechanism, perhaps based on the user attention scope.
Science
Based on the academic attention such research has attracted, three technical measures for aquatic biodiversity conservation are considered: (1) fish passages, (2) restocking efforts and (3) river and lake renovations.
Science
If the monkey acquires faithful imitation based on the joint attention, the mirror neurons might not be sensitive to this type of imitation due to the absence of a particular purpose.
Science
Expert writing Tips
Best practice
When using "based on the attention", ensure it's clear what is being influenced or determined by the level of attention. For example, "Decisions were based on the attention each proposal received."
Common error
Avoid using "based on the attention" when referring to inherent qualities or characteristics. Instead, use it when something is directly shaped or influenced by the amount of focus it receives. It's more appropriate to say "The design was based on the attention to detail", rather than "The material's strength is based on the attention."
Source & Trust
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the attention" primarily functions as an adjectival prepositional phrase, modifying a noun or clause by indicating the foundation or reason for something. It specifies that something is determined or influenced by the level of focus or awareness directed towards it, as seen in Ludwig examples.
Frequent in
Science
50%
News & Media
41%
Formal & Business
8%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "based on the attention" functions as an adjectival prepositional phrase that explains the rationale behind something. It indicates that a decision, action, or outcome is influenced by the level of focus or awareness directed toward it. Ludwig AI indicates the phrase is grammatically correct and commonly appears in scientific and news media contexts. When using this phrase, ensure clarity regarding what is being influenced and avoid applying it to inherent qualities. Consider alternatives like "derived from the focus" or "influenced by the awareness" for increased precision. The phrase is generally suitable for formal writing, but its formality depends on the surrounding context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
derived from the focus
Replaces "attention" with "focus", implying a concentration of interest or activity.
influenced by the awareness
Substitutes "based on" with "influenced by" and "attention" with "awareness", highlighting the impact of recognition.
depending on the interest
Uses "depending on" instead of "based on", suggesting a conditional relationship with the level of interest.
informed by the consideration
Replaces "attention" with "consideration", emphasizing thoughtful deliberation.
guided by the spotlight
Employs a metaphorical "spotlight" to represent attention, adding a vivid image.
stemming from the emphasis
Highlights the origin of something from the emphasis placed on it.
reflective of the concern
Suggests that something mirrors or represents the level of concern.
attributable to the recognition
Focuses on assigning a cause based on the recognition something receives.
premised on the observation
Highlights the foundation of something based on an observation.
contingent upon the regard
Uses "contingent upon" to indicate dependence on the level of regard.
FAQs
How can I rephrase "based on the attention" for clarity?
Consider using phrases like "derived from the focus", "influenced by the awareness", or "depending on the interest" to convey a similar meaning with potentially greater precision. The best alternative depends on the specific context.
Is "based on the attention" suitable for formal writing?
Yes, "based on the attention" is suitable for formal writing, particularly when discussing influences or derivations. However, in some contexts, alternatives like "attributable to the recognition" might sound more formal.
What does "based on the attention" actually mean?
It means that something is determined, influenced, or shaped by the amount of focus, interest, or awareness directed toward it. For instance, a project's success might be "based on the attention" it receives from stakeholders.
How do I use "based on the attention" correctly in a sentence?
Ensure the sentence clearly indicates what is being influenced by the attention. For example: "Funding allocations were based on the attention given to each research proposal." This shows a direct relationship between attention and funding.
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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
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested