Used and loved by millions
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 manipulated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "needs to be manipulated" is correct and usable in written English.
It can be used when discussing something that requires adjustment, alteration, or handling in a specific way. Example: "The data collected from the survey needs to be manipulated to ensure accurate results."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
requires adjustment
must be modified
should be adjusted
needs to be adjusted
demands alteration
needs to be altered
is subject to change
needs to be amended
needs to be scrutinised
needs to be dealt
needs to be actioned
needs to be directed
could use some polishing
needs to be written
is in need of refinement
needs to be distributed
needs to be edited
needs to be disseminated
needs to be redrafted
requires editing
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
6 human-written examples
Streaming, sharing, collaboration and synchronization are also simplified by the fact that the structured data (so-called augmented data) are integrated in the video file and therefore only one file needs to be manipulated.
The same is true for female montane voles, but it is oxytocin -- a hormone linked to emotional intimacy and maternal bonding -- rather than vasopressin that needs to be manipulated.
News & Media
Indeed, the first mind that needs to be manipulated is usually the leader's own.
News & Media
Task titration is strongly related to animal motivation (and thus intake restriction) and is a key variable and therefore needs to be manipulated carefully to make sure that the potentially effective impact of magnetic pulses can be demonstrated behaviorally.
Science
In order to add more precision to the task, it is possible to enter in the textboxes the start and the end of the fixation that needs to be manipulated and press Execute.
Science
Importantly, not all manipulations of the pathway result in lifespan extension (Clancy et al., 2001; Tatar et al., 2001; Hwangbo et al., 2004; Selman et al., 2008; Ikeya et al., 2009), suggesting that the pathway needs to be manipulated to a specific level of signal reduction and in specific tissues to achieve enhanced longevity.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
This finding has prompted use of these drugs in pathological situations, where such signaling processes need to be manipulated.
"You don't need to be manipulated.
News & Media
She needs more: she needs to be Eleanor.
News & Media
To be correct, it needs to be: Jill Meyers, a sophomore, is president of the sorority.
News & Media
"I was like, 'Man, that's where he needs to be,' " Overbay said.
News & Media
Expert writing Tips
Best practice
When using "needs to be manipulated", ensure the context clearly indicates the purpose and ethical considerations of the manipulation, especially in scientific or data-related contexts.
Common error
Avoid using "needs to be manipulated" in contexts where it might imply unethical or deceptive practices. Opt for more neutral terms like "adjusted" or "modified" when discussing data or information.
Source & Trust
84%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "needs to be manipulated" functions as part of a verb phrase indicating a requirement or necessity for something to undergo a specific action. Ludwig confirms the validity and usability of the phrase in written English. This action involves adjusting or altering something, as shown in the Ludwig examples where data or variables require manipulation for a specific outcome.
Frequent in
Science
50%
News & Media
43%
Wiki
7%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "needs to be manipulated" is grammatically correct and usable in written English, as validated by Ludwig. It is most commonly found in scientific and news media contexts, indicating a requirement for adjustment or alteration to achieve a specific outcome. While generally neutral in tone, it's important to use the phrase judiciously, especially in sensitive contexts where it might imply unethical practices. Alternatives like "requires adjustment" or "must be modified" can provide a more nuanced and appropriate tone. Ludwig provides a variety of examples to illustrate the phrase's correct usage.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
requires adjustment
Focuses on the necessity of fine-tuning or modification for improvement.
demands alteration
Emphasizes the need for a change or modification to meet a specific requirement.
must be modified
Highlights the obligation to change or adjust something.
should be adjusted
Suggests a recommendation for modification or fine-tuning.
needs to be altered
Indicates a requirement for change, often implying a more significant adjustment than "manipulated".
requires handling
Focuses on the need for specific treatment or management.
calls for modification
Highlights the necessity of changing or altering something in response to a need.
necessitates amendment
Emphasizes the need for formal correction or improvement.
warrants adjustment
Suggests that the situation justifies or calls for modification.
is subject to change
Indicates that something is liable or open to modification or alteration.
FAQs
How can I use "needs to be manipulated" in a sentence?
You can use "needs to be manipulated" when referring to data, systems, or processes that require specific handling or adjustment. For example, "The data from the experiment "needs to be manipulated" to reveal meaningful patterns."
What are some alternatives to "needs to be manipulated"?
Depending on the context, you can use alternatives like "requires adjustment", "must be modified", or "should be adjusted".
When is it inappropriate to use "needs to be manipulated"?
It's inappropriate when the term implies unethical or deceptive practices. Avoid using it in contexts where adjustments could be seen as dishonest or unfair. Instead, use neutral terms like "analyzed" or "processed".
What is the difference between "needs to be manipulated" and "needs to be adjusted"?
"Needs to be manipulated" suggests a more hands-on and potentially transformative handling, while "needs to be adjusted" implies finer, more subtle changes for optimization or accuracy.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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
4.3/5
Expert rating
Real-world application tested