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
by input from a
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by input from a" is correct and usable in written English.
It can be used when describing a process or action that involves contributions or feedback from a specific source or individual. Example: "The final decision was made by input from a diverse group of stakeholders."
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(2)
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
CreativeLive has a twist that most of its rivals do not: courses are broadcast live over the Internet and shaped in real time by input from a small studio audience and the much larger group of people watching online.
News & Media
In essence "L-Carrier" is an installation of piano wires from 3 to 70 feet long, amplified and struck with mechanical beaters triggered by input from a remote Web page hosted by Turbulence, a Web-art initiative.
News & Media
("Catching Net," a two-CD set newly issued on the German label Pan, includes contrasting versions of a similarly conceived piece). In essence "L-Carrier" is an installation of piano wires from 3 to 70 feet long, amplified and struck with mechanical beaters triggered by input from a remote Web page hosted by Turbulence, a Web-art initiative.
News & Media
But the secret to their success wasn't solely biomedical engineering expertise: The Johns Hopkins suit was heavily influenced by input from a wedding dress designer who heard about the project and came forward with ideas to improve functionality, comfort, and safety.
The optical nature of the reflector sight meant it was possible to feed other information into field of view, such as modifications of the aiming point due to deflection determined by input from a gyroscope.
Wiki
The study, undertaken between 2004 and 2007, involved a staged process of data collection punctuated at strategic points by input from a Reference Group to inform subsequent stages.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
These ratings are believed to be primarily mediated by input from A-delta fibers [ 28, 29].
Najafi et al. show that the size of this response, which is based mostly on input from the climbing fibers, is also influenced by input from an additional unknown source.
Science
There will be times when he must make an executive decision, but it is clear that his decision must be informed by input from all team members.
News & Media
These provisions unambiguously depict the website with which Moore contracted as a provider rating system based on "first-hand" consumer reviews, unshaped by input from any other source.
News & Media
The study was also informed by inputs from a literature review.
Science
Expert writing Tips
Best practice
When using "by input from a", ensure that the source of the input is clearly identified to enhance clarity and credibility.
Common error
Avoid using "by input from a" without specifying the source. Vague references can weaken the impact of your statement.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by input from a" functions as a prepositional phrase indicating that something was influenced, shaped, or determined by the information or contributions received from a specified source. Ludwig AI confirms its grammatical correctness.
Frequent in
Science
30%
News & Media
30%
Academia
20%
Less common in
Formal & Business
10%
Encyclopedias
5%
Wiki
5%
Ludwig's WRAP-UP
In summary, the phrase "by input from a" is a grammatically sound and usable prepositional phrase, employed to show influence of a source to an action or process. Ludwig AI affirms this. While not exceedingly common, its usage spans across various domains, including science, news, academia and, to a lesser extent, business. When using this phrase, it's crucial to clearly identify the source of the input to enhance clarity and credibility. Consider alternatives like "based on feedback from a" or "informed by contributions from a" to add variety to your writing. Its a useful phrase, but precise sourcing improves its effectiveness.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on feedback from a
Emphasizes the role of feedback in shaping the outcome.
informed by contributions from a
Highlights the contributions as providing knowledge.
guided by insights from a
Focuses on the guiding nature of the input.
shaped by advice from a
Indicates that the input helped mold or define the outcome.
influenced by data from a
Highlights the role of data in affecting the result.
determined by information from a
Stresses the decisive role of the information.
derived from suggestions from a
Highlights the origin of the outcome as suggestions.
modulated by perspectives from a
Focuses on how different viewpoints adjusted or influenced the process.
informed by consultation with a
Emphasizes the collaborative aspect of seeking input.
drawing on expertise from a
Highlights the utilization of specialized knowledge.
FAQs
How can I use "by input from a" in a sentence?
You can use "by input from a" to show that something was influenced or shaped by information or contributions from a particular source. For example, "The design was refined by input from a team of engineers".
What are some alternatives to "by input from a"?
Alternatives include "based on feedback from a", "informed by contributions from a", or "guided by insights from a", depending on the specific context.
Is it better to say "by input from a" or "with input from a"?
"By input from a" and "with input from a" are both grammatically correct, but "by input from a" emphasizes that the input was a determining factor, while "with input from a" simply indicates that input was received. Choose the phrase that best reflects the context.
How does "by input from a" differ from "through the help of a"?
"By input from a" focuses specifically on the information or contributions received, whereas "through the help of a" emphasizes the assistance provided by someone. They are not interchangeable.
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
4.3/5
Expert rating
Real-world application tested