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
based on the responsiveness
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the responsiveness" is correct and usable in written English.
You can use it when discussing decisions, actions, or evaluations that are influenced by the level of responsiveness observed in a particular context. Example: "The adjustments to the project timeline were made based on the responsiveness of the team to feedback."
✓ Grammatically correct
Science
News & Media
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
The assignment of NERD was additionally based on the responsiveness to PPI therapy that was subsequently assessed.
Science
Some of the groups were clustered into two or more subgroups based on the responsiveness to dehydration in the tested tissues (Fig. 5C E).
Science
Patients were also grouped by type of cancer, because some studies suggested that selectivity in the EOL chemotherapy regimen was based on the responsiveness of the cancer type.
Science
Based on the responsiveness of the RSDI we observed, combined with its ease of administration and applicability, this instrument should be considered for future use in other clinical studies of rhinitis and sinusitis.
However, based on the responsiveness of the MSTS for amputees, it should be noted that this advantage is rather a computed value than true superiority in physical functioning, and substantial differences in subjective evaluation are yet to be shown.
Science
The incorporation of control probes within a probe set, such as X and Y linked probes and a non-human probe, allow the user to assess non-specific probe binding and adjust washing conditions as necessary, as well as confirm that any copy number changes can be detected accurately based on the responsiveness of the control probes.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
These components of airway responsiveness were measured based on the response of RL to saline and increasing intravenous doses of Mch.
For this reason, identification of specific biomarkers for the early assessment of cancer response can help personalized cancer therapy based on the cancer responsiveness to a prescribed regimen.
Science
Specifically, how the parameters of critical peak pricing affect profit based on the price responsiveness model of customers is analyzed.
Science
Both the midgut and the carcass (the body-wall) tissues seemed to contain the vertically transferred DNA vector based on the equal responsiveness of β-gal expression to heat shock treatments (Fig. 2, Mdg and carcass).
Science
An important concept emerged from the results of this study is related to the significance of the dichotomy of BC cells separated based on the differential responsiveness to the Sox2 reporter.
Science
Expert writing Tips
Best practice
When using "based on the responsiveness", ensure the context clearly defines what is being responsive and to what stimuli.
Common error
Avoid assuming that because a decision is "based on the responsiveness", the responsiveness is the sole cause. There may be other contributing factors.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the responsiveness" functions as a prepositional phrase, modifying a verb or noun. It indicates that an action, decision, or characteristic is determined or influenced by the degree to which something reacts to a stimulus. Ludwig confirms this usage through numerous examples.
Frequent in
Science
80%
News & Media
10%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "based on the responsiveness" is a grammatically correct and relatively common prepositional phrase used to indicate that an action or decision is influenced by the degree to which something reacts to a stimulus. Ludwig AI analysis, supported by real-world examples primarily from scientific and news sources, confirms its validity and utility, particularly in formal contexts where precision is valued. When utilizing this phrase, ensure clarity regarding what is being responsive and to what stimuli, and avoid assuming responsiveness is the sole causal factor. Related alternatives such as "depending on the sensitivity" or "according to the reaction" offer subtle variations in meaning, adding flexibility to your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
depending on the sensitivity
Changes the focus to the degree of sensitivity influencing the outcome.
contingent on the reaction
Emphasizes that something is dependent on a specific reaction.
depending on the adjustment
Highlights the level of adjustment influencing the outcome.
according to the reaction
Emphasizes the reaction as the guiding factor.
stemming from the answer
Highlights the answer as the origin or cause.
influenced by the openness
Highlights the level of openness influencing the outcome.
depending on the reactivity
Highlights the level of reactivity influencing the outcome.
driven by the adaptation
Focuses on the adaptation as the driving force.
guided by the reply
Highlights the reply as a guide or instruction.
subject to the adjustment
Indicates that something is conditional based on the adjustment.
FAQs
How can I use "based on the responsiveness" in a sentence?
You can use "based on the responsiveness" to indicate that a decision or action is determined by how something or someone reacts to a particular stimulus. For example: "The treatment plan was designed "based on the responsiveness" of the patient to the initial medication."
What are some alternatives to "based on the responsiveness"?
Some alternatives include "depending on the sensitivity", "according to the reaction", or "stemming from the answer". The best choice depends on the specific nuance you want to convey.
Is it better to use "based on responsiveness" or "based on the responsiveness"?
While both are grammatically correct, "based on the responsiveness" is more specific, implying a particular instance or measurement of responsiveness. "Based on responsiveness" is more general, referring to the concept of responsiveness in general.
What's the difference between "based on the response" and "based on the responsiveness"?
"Based on the response" refers to a specific reaction or answer, while "based on the responsiveness" refers to the capacity or tendency to react. For instance, a treatment might be adjusted "based on the response" to the first dose, while long-term care is planned "based on the responsiveness" of the patient over time.
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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested