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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 their familiarity
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on their familiarity" is correct and usable in written English.
It can be used when discussing decisions, actions, or assessments that are influenced by someone's level of knowledge or experience with a subject. Example: "The team assigned tasks based on their familiarity with the project requirements."
✓ Grammatically correct
News & Media
Science
Alternative expressions(13)
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
12 human-written examples
The Transportation Security Administration is trying to speed up airport screening by asking passengers to choose a line based on their familiarity with checkpoint procedures.
News & Media
PAGE C1 EVERYONE'S AN EXPERT The Transportation Security Administration's new plan hopes to speed up airport screening by asking passengers to choose a line based on their familiarity with checkpoint procedures.
News & Media
"The law requires them to file a report whenever they have reasonable cause to suspect, based on their training, based on what they've observed, based on their familiarity with the child," he said.
News & Media
The Transportation Security Administration introduced a new screening system at La Guardia Airport on Wednesday that tries to speed things up — and reduce anxiety and frustration — by asking travelers to choose a line based on their familiarity with checkpoint procedures.
News & Media
Second, we modelled the users' profiles based on their familiarity with ontologies.
This approach requires a forester to then place each stand into a stratum, based on their familiarity with actual forest conditions.
Human-verified similar examples from authoritative sources
Similar Expressions
48 human-written examples
Stakeholders had strong opinions about the essential ingredients of a decision aid, which were based on their own familiarity with or experience using existing ACP decision aids.
Science
Additional articles were identified for consideration by the Zambian research team as well as the AG based on their personal familiarity with particular African countries.
Science
Whilst IT professionals are sometimes accused of knowing what the solution is to a business problem well before any functional requirements have been identified, based on their knowledge and familiarity with a specific software package, business users must also accept responsibility and accountability for their actions.
Wiki
An initial collection of arguments by the authors was based on their own experience and familiarity with the relevant literature.
Science
Based on their ubiquity, low cost, and familiarity, the anytime, anywhere availability of mobile devices can support deeper learning opportunities and promote a more integrated 360-degree learning experience for children.
Expert writing Tips
Best practice
When using "based on their familiarity", ensure that the individuals being referenced have demonstrable knowledge or experience related to the subject at hand.
Common error
Avoid using "based on their familiarity" if there's no clear indication that the individuals possess the relevant knowledge or experience. Provide context or justification for their presumed familiarity.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on their familiarity" functions as a prepositional phrase that modifies a verb or noun, providing the reason or rationale behind an action, decision, or assessment. Ludwig's examples showcase its use in various contexts where prior knowledge or experience is a key factor.
Frequent in
Science
40%
News & Media
40%
Formal & Business
10%
Less common in
Wiki
10%
Reference
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "based on their familiarity" is a prepositional phrase used to justify or explain actions or decisions stemming from one's prior knowledge or experience. According to Ludwig, the phrase is grammatically sound and most frequently used in scientific and news contexts, carrying a neutral to formal tone. To ensure proper usage, always verify that there's tangible evidence of the familiarity you're referencing. Alternatives like "according to their knowledge" or "depending on their experience" can add nuance depending on the intended meaning.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to their understanding
Focuses on comprehension rather than just awareness.
depending on their experience
Highlights practical involvement as the basis.
given their expertise
Emphasizes specialized knowledge.
considering their knowledge
Broader than familiarity, encompassing all forms of knowledge.
in light of their exposure
Highlights previous contact or experience.
drawing from their background
Refers to accumulated knowledge and experience.
relying on their awareness
Highlights the state of being conscious or informed.
informed by their perspective
Highlights the influence of a particular viewpoint.
taking into account their skill
Focuses on developed proficiency.
grounded in their insight
Emphasizes a deep understanding or intuition.
FAQs
How can I use "based on their familiarity" in a sentence?
You can use "based on their familiarity" to explain a decision or action that is influenced by someone's knowledge or experience. For example, "The tasks were assigned "based on their familiarity" with the software."
What are some alternatives to "based on their familiarity"?
Some alternatives include "according to their knowledge", "depending on their experience", or "given their expertise". The best choice depends on the specific context.
Is it appropriate to use "based on their familiarity" in formal writing?
Yes, "based on their familiarity" is suitable for formal writing, particularly in contexts where expertise or prior knowledge is relevant. Just ensure the context makes the familiarity clear.
How does "based on their familiarity" differ from "based on their understanding"?
"Based on their familiarity" implies a level of awareness or experience, while "based on their understanding" suggests a deeper level of comprehension and insight. Use "based on their understanding" when the emphasis is on comprehension.
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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
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested