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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
limited based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "limited based on" is correct and usable in written English.
It can be used when discussing restrictions or conditions that affect a particular situation or outcome. Example: "The availability of resources is limited based on the current budget constraints."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
restricted by
circumscribed by
exclusively determined by
just based on
solely on the basis
dictated by
exclusively relying on
entirely dependent on
alone based on
fully based on
restricted to
subject to
exclusively based on
totally based on
solely based on
contingent on
dependent on
wholly based on
governed by
constrained by
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
The RDS build-up and wash-off process was characterized to explore what determines the wash-off process to be source limited or transport limited based on twelve RDS sampling activities on an urban road in Beijing.
Due to this fact, the diffusion is on one hand theoretically limited based on a leveled concentration, but on the other hand and for the given fabrication system the limitation can be neglected.
Science
However, current therapeutic interventions for CINM remain quite limited, based on reducing the exposure to risk factors, sustaining appropriate nutritive supply during the ICU stay and early rehabilitation [58].
Science
After the plan is finalized, activity in different bioregions may become limited based on particular threats an activity may pose.
Wiki
She cited "content that endangers national security," or "content that breaches moral standards," as examples that were relative matters that could be stretched, or limited, based on political or personal biases.
News & Media
Our study's size and scope were limited based on constraints in funding.
Science
Most geologists consider Siberian glaciation to have been rather limited based on the modeling of sparse precipitation during the Pleistocene (minimum model) [ 12].
Science
By contrast, for other phthalates, particularly high-molecular-weight phthalates such as DINP, the exposure appears to be rather limited, based on the concentrations of the corresponding hydrolytic monoesters [e.g., monoisononyl phthalate (MNP)] (CDC 2009; Silva et al. 2004).
However, current therapeutic interventions for CINM remain quite limited, based on reducing the exposure to risk factors, sustaining appropriate nutritive supply during the ICU stay and early rehabilitation [ 58].
Science
(C – F ) armRANi- (C, D ) or dshRNAi- (E, F ) carrying germaria contain one or two CBs under 25 25, indicating that RNAi-mediated arm or dsh knockdown in adult inner germarial sheath cells (ISCs) under 25°C is very limited based on the germ cell differentiation phenotype.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
Although micellar solubilization of PCE was the primary mode of recovery in these experiments, this process was shown to be rate-limited based on: (a) the disparity between initial steady-state concentrations of PCE in the column effluent and equilibrium values measured in batch experiments; and (b) the increase in effluent concentrations of PCE following periods of flow interruption.
Expert writing Tips
Best practice
When using "limited based on", ensure that the limiting factor is clearly defined to avoid ambiguity. For instance, instead of saying "access is limited", specify "access is "limited based on" user roles".
Common error
Avoid using "limited based on" in overly passive constructions. Instead of writing "the study was "limited based on" funding", consider "funding limited the scope of the study" for a more direct and impactful sentence.
Source & Trust
80%
Authority and reliability
4.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "limited based on" functions as a prepositional phrase that modifies a verb or noun, indicating a condition or reason for a restriction. As confirmed by Ludwig, it specifies the basis for the limitation. Ludwig's examples show it's a common way to express constraints in various scenarios.
Frequent in
Science
51%
News & Media
30%
Formal & Business
8%
Less common in
Wiki
7%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "limited based on" is a grammatically sound and frequently used prepositional phrase, as confirmed by Ludwig. It serves to specify the reason or condition for a restriction, and it appears across a variety of contexts including science, news, and business. While it's generally neutral in tone, overuse of the passive voice should be avoided for clearer communication. Using alternatives like "restricted by" or "constrained by" can sometimes provide a more direct and impactful way to convey the same meaning. Ludwig's examples show the breadth and versatility of this phrase, making it a valuable tool for precise writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
restricted by
Emphasizes a direct constraint or boundary imposed upon something.
constrained by
Highlights the limitations or restrictions imposed on something, often due to external factors.
dependent on
Focuses on the reliance of one thing on another, where the first cannot exist or function without the second.
subject to
Indicates that something is liable to be affected by a particular condition or factor.
contingent on
Stresses that something is conditional and relies on a specific event or circumstance occurring.
determined by
Indicates that something is definitively decided or influenced by a particular factor.
governed by
Suggests that rules, principles, or laws dictate or control something.
dictated by
Implies that a decision or outcome is forcefully determined by a specific factor or authority.
predicated on
Highlights that something is founded or based on a particular assumption or condition.
circumscribed by
Focuses on the limits or boundaries that define or restrict something.
FAQs
How can I use "limited based on" in a sentence?
Use "limited based on" to explain why something is restricted or not fully realized. For example, "The project's scope was "limited based on" the available budget".
What are some alternatives to "limited based on"?
You can use alternatives like "restricted by", "constrained by", or "dependent on" depending on the specific context.
Is it grammatically correct to say "limited based on"?
Yes, "limited based on" is grammatically correct and widely used, as confirmed by Ludwig. It indicates that a limitation is determined by a specific factor or condition.
What's the difference between "limited based on" and "restricted by"?
"Limited based on" provides a specific reason for the limitation, while "restricted by" simply indicates a constraint without necessarily stating the reason. For example, "Access is "limited based on" security clearance" versus "Access is "restricted by" protocol".
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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
80%
Authority and reliability
4.4/5
Expert rating
Real-world application tested