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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
needs to be demonstrated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "needs to be demonstrated" is correct and usable in written English.
It can be used when indicating that something requires proof, evidence, or a practical example to be understood or validated. Example: "The effectiveness of this new teaching method needs to be demonstrated through real classroom scenarios."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(18)
must be shown
requires validation
should be verified
remains to be seen
begs the question
needs to be declared
needs to be adopted
needs to be opened
needs to be developed
needs to be convinced
needs to be shown
needs to be presented
required to be demonstrated
needs to be mentioned
needs to be adhered
needs to be conveyed
needs to be validated
needs to be stated
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
59 human-written examples
That case is still one that needs to be demonstrated.
News & Media
It needs to be demonstrated that this virus is a cause and not a bystander.
News & Media
So while the economic case for arts support is a strong one, its value-for-money needs to be demonstrated to the taxpayers who foot the bill.
News & Media
Decay or deterioration does not seem attributable merely to the passage of time; some underlying physical process needs to be demonstrated.
Encyclopedias
The applicability of frequently-used methods for predicting liquid loading still needs to be demonstrated.
However, the sustainability of bridge concepts incorporating FRP decks still needs to be demonstrated and verified.
Also the scaling ability of the technology for a large network needs to be demonstrated.
The usefulness for detection of tau pathology in pure tauopathies, however, needs to be demonstrated clinically.
As a first step, it needs to be demonstrated that the criteria of Art.
Here the acceptable performance overhead for the prediction needs to be demonstrated.
Science
Robustness in the presence of these challenges needs to be demonstrated.
Science
Expert writing Tips
Best practice
When using "needs to be demonstrated", ensure the subject requiring demonstration is clearly defined to avoid ambiguity. For example, instead of "It needs to be demonstrated", specify "The effectiveness of the new drug needs to be demonstrated".
Common error
Avoid overusing "needs to be demonstrated" in passive constructions, as it can make your writing sound weak or vague. Consider using active voice where possible. For example, instead of "The data needs to be demonstrated", try "Researchers must demonstrate the data".
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "needs to be demonstrated" functions as a passive voice construction indicating that a particular claim, theory, or method requires proof or evidence. As Ludwig AI confirms, the phrase is grammatically correct and widely used. The examples provided by Ludwig showcase its usage across diverse contexts.
Frequent in
Science
76%
News & Media
17%
Encyclopedias
2%
Less common in
Formal & Business
5%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "needs to be demonstrated" is a grammatically sound and frequently used phrase, as confirmed by Ludwig AI. Its primary function is to indicate that something requires proof or validation, serving the communicative purpose of emphasizing the necessity for evidence. The phrase is most commonly found in scientific and formal contexts. To ensure clarity, clearly define the subject requiring demonstration, and be mindful of overusing passive voice. Remember, you can replace this expression with alternatives like "must be proven" or "requires validation", depending on the nuances you want to convey. The prevalence of the phrase in various sources and contexts makes it a versatile and reliable choice for expressing the need for evidence.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
must be proven
Replaces 'needs to be' with 'must be', indicating a stronger requirement for proof.
requires validation
Focuses on the validation aspect, implying that something must be validated.
demands evidence
Shifts the focus to the need for evidence, implying that evidence is necessary.
has to be validated
Uses 'has to be' instead of 'needs to be', suggesting an obligation for validation.
calls for substantiation
Emphasizes the need for substantiation, which is a formal way of saying providing proof.
should be verified
Replaces 'needs to be' with 'should be', softening the requirement while still indicating a need for verification.
is yet to be shown
Highlights that something has not been proven yet, emphasizing the lack of demonstration.
remains to be seen
Suggests that the outcome or validity is uncertain and requires future demonstration.
warrants confirmation
Indicates that confirmation is warranted or justified, implying a need for further demonstration.
begs the question
This phrase refers to a situation where something assumes the very thing it's trying to prove, highlighting that demonstration is essential to avoid circular reasoning.
FAQs
What does "needs to be demonstrated" mean?
The phrase "needs to be demonstrated" means that something requires proof or evidence to be accepted as true or effective. It implies that further validation or support is necessary.
How can I use "needs to be demonstrated" in a sentence?
You can use "needs to be demonstrated" to indicate that a claim, theory, or method requires proof. For example: "The feasibility of this project "needs to be demonstrated" through a pilot study."
What are some alternatives to "needs to be demonstrated"?
Alternatives include phrases like "must be proven", "requires validation", or "demands evidence". The best choice depends on the specific context.
Is "needs to be demonstrated" formal or informal language?
"Needs to be demonstrated" is suitable for formal and professional contexts, such as academic papers, business reports, and news articles. It is considered neutral and appropriate for conveying the necessity of proof or validation.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested