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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 knowledge
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on knowledge" is correct and usable in written English.
It can be used when referring to conclusions, decisions, or actions that are informed by information or understanding. Example: "The recommendations provided in the report are based on knowledge gathered from extensive research and expert interviews."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(20)
based on information
out of respect
out of empathy
out of kindness
out of grasp
out of enthusiasm
out of sensitivity
beyond my understanding
out of charity
out of compassionate
out of shame
out of familiarity
out of knowledge
out of care
out of gratitude
out of awareness
based on comprehension
out of ability
out of appreciation
out of imagination
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
60 human-written examples
This is a key part of moving our economy away from reliance on commodity exports and mineral extraction, to one based on knowledge.
News & Media
What needs to be accomplished is more than a mere assertion of (3), based on knowledge of one's hands.
Science
This technique is useful to predict future data values based on knowledge of past ones.
Science
To think is to make judgments based on knowledge: period.
News & Media
"The philosophy is freedom of choice based on knowledge," Ms. LeMon said.
News & Media
But you never feel people are laughing at Gene; his ignorance is based on knowledge.
News & Media
"He is committed to a concept of culture based on knowledge and respect for others.
News & Media
Recognition is based on knowledge and familiarity is based on feeling, but neither entails the other.
News & Media
It has also, predictably, brought a cascade of fear and loathing, based on knowledge garnered from fairy tales.
News & Media
Industries based on knowledge, the argument goes, are especially prone to increasing returns, and hence to monopoly.
News & Media
The father-son intimacy between Dr. Bell and his student clerk was the screenwriter's own contribution, based on knowledge of the young Conan Doyle's painful home life.
News & Media
Expert writing Tips
Best practice
Use "based on knowledge" to clearly indicate that a decision, conclusion, or action is supported by a solid foundation of information and understanding. This adds credibility and authority to your statement.
Common error
Avoid using "based on knowledge" as a filler phrase. Ensure that you can clearly identify and articulate the specific knowledge that underpins your statement. Vague use weakens your argument.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on knowledge" functions as a post-modifier in sentences, typically adjectival, describing or qualifying a noun. It indicates the foundation or rationale behind an action, decision, or belief. As Ludwig AI confirms, the phrase is correct and usable in English.
Frequent in
News & Media
41%
Science
44%
Formal & Business
7%
Less common in
Encyclopedias
0%
Wiki
1%
Social Media
0%
Ludwig's WRAP-UP
The phrase "based on knowledge" is a grammatically sound and frequently used expression to indicate that something is founded on information and understanding. Ludwig AI confirms the phrase's correctness and widespread applicability. It's commonly found in news, science, and formal business contexts. To use it effectively, ensure that you can clearly identify and articulate the specific knowledge that underpins your statement. Alternatives such as "grounded in understanding" or "informed by understanding" can provide nuance in different situations.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
grounded in understanding
Changes the prepositional phrase to emphasize a firm establishment in understanding.
informed by understanding
Replaces 'based on' with 'informed by' to highlight the influence of understanding on a decision or action.
predicated on expertise
Substitutes 'knowledge' with 'expertise', focusing on specialized or professional knowledge.
founded on information
Replaces 'knowledge' with 'information', shifting the focus to factual data.
rooted in awareness
Emphasizes the origin of something in a state of being conscious and informed.
derived from learning
Focuses on the process of acquiring knowledge through study or experience.
stemming from insight
Highlights the role of intuitive understanding in forming a basis.
contingent on comprehension
Indicates that something is dependent on a thorough understanding.
dependent on scholarship
Highlights the reliance on academic study and research.
built on cognition
Refers to the mental process of knowing and understanding.
FAQs
How can I use "based on knowledge" in a sentence?
You can use "based on knowledge" to indicate that a decision, conclusion, or action is supported by information and understanding. For example, "The strategy is "based on knowledge" of market trends and consumer behavior."
What are some alternatives to "based on knowledge"?
Alternatives include "grounded in understanding", "informed by understanding", or "predicated on expertise", depending on the specific context.
Is it better to say "based on knowledge" or "based on information"?
The choice depends on the context. "Based on knowledge" implies a deeper level of understanding and comprehension, while "based on information" suggests reliance on factual data. If you’re talking about actionable insights "based on knowledge" is usually the best option, because that implies not just having information, but also understanding it.
What's the difference between "based on knowledge" and "with knowledge of"?
"Based on knowledge" indicates that something is founded upon or derived from understanding. "With knowledge of" simply means possessing information about something. The former implies a causal relationship, while the latter only implies awareness.
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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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested