instrumental input

USAGE SUMMARY

The phrase "instrumental input" is correct and usable in written English.
You can use this phrase when referring to input that has been produced by instruments or machines, for example: "The machine processed the instrumental input quickly and efficiently."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

B.Che. designed the study and wrote the paper with instrumental input from J.B.D. Extended Data Fig. 1 MG may undergo only one cell division after β-catenin gene transfer.

Nature

This is similar to findings by Shadish et al. [ 39], who also revealed that evidence could be used for three purposes – instrumental (input to decisions making), conceptual (helping towards a better understanding of the subject matter), and strategic (to persuade other actors as the means to attain a specific goal).

Health Research Policy and Systems

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Nevertheless, they are among those who were instrumental in getting input from Norwood residents on what kind of condominium apartments they would find attractive.

The New York Times

The CFR members were taken from the predictive run (without instrumental data as input), which enables the comparison between the reconstruction and the instrumental data.

Nature

Fifty-three percent of all of Harvard's degree-seeking students responded — the most of any of the universities that participated as part of the AAU cohort — and this meaningful, engaged input was instrumental in helping the Title IX Office and the Office for Dispute Resolution to increase the size of their teams and create a wealth of new resources.

Harvard University

Their input was instrumental in making these decisions.

TechCrunch

Residents' input was "instrumental in creating the vision for the project.

Los Angeles Times

Results are provided for both noise-free and noisy data and are instrumental for designing suboptimal inputs for FIR systems of arbitrary order.

IFAC Proceedings Volumes

NG served as the senior advisor on the study, involved at all stages of the study working in close collaboration with the lead authors, from design and conception to implementation and data management, and was instrumental in providing editorial inputs and approval to all drafts of the manuscript including the first draft.

BMC Health Services Research

In particular, we discuss how input design is instrumental for alleviating the problem of modelling complex systems.

IFAC Proceedings Volumes

Apart from being a singer, Fela was an instrumentalist; every Fela record has his input in an instrumental section or in the melodies or the general feel of the song.

The Guardian - Music

Expert writing Tips

Best practice

When using "instrumental input", ensure it's followed by a clear explanation of how that input influenced the outcome or decision. For example, "Their instrumental input in the design phase led to a more user-friendly interface."

Common error

Avoid using "instrumental input" when the input was merely contributory, not decisive. Reserve it for cases where the input demonstrably shaped the final result. Otherwise, consider using "helpful suggestions" or "valuable feedback".

Linguistic Context

The phrase "instrumental input" functions as a noun phrase where the adjective "instrumental" modifies the noun "input", emphasizing its significant role in achieving a specific outcome. Ludwig identifies that the phrase indicates that the input was a crucial element, necessary for something to happen.

Expression frequency: Rare

Frequent in

Science

35%

News & Media

33%

Academia

32%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "instrumental input" is a phrase used to emphasize the significant and decisive role of a contribution in achieving a specific outcome. Ludwig AI's analysis indicates that the phrase is grammatically correct and most commonly found in science, news and media, and academic contexts. While not overly common, it is suitable for formal and professional settings where highlighting the importance of particular input is necessary. When using this phrase, ensure that the input truly had a pivotal role and consider alternatives like "invaluable feedback" or "crucial contribution" to best convey your intended meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

invaluable input

Emphasizes the high value and importance of the input.

indispensable input

Underscores that the input is absolutely necessary and can't be done without.

crucial input

Emphasizes the decisive and critical nature of the input.

vital input

Stresses the necessity and crucial nature of the input.

critical input

Similar to crucial but highlights the importance in assessment or analysis.

useful input

Focuses on the practicality and helpfulness of the input.

influential input

Focuses on the power the input has to affect outcomes.

central input

Highlights that the input is essential and key to something.

fundamental input

Highlights the foundational and basic importance of the input.

helpful input

Focuses on how the input aids or assists in a process.

FAQs

How can I use "instrumental input" in a sentence?

You can use "instrumental input" to highlight the significant role of specific feedback or contribution in achieving a particular outcome. For example: "The community's "valuable insights" were instrumental input in shaping the new park design."

What are some alternatives to "instrumental input"?

Alternatives include "invaluable feedback", "critical contribution", or "essential guidance", each emphasizing the importance of the contribution in different ways.

When is it appropriate to use "instrumental input" vs. "helpful advice"?

"Instrumental input" is best used when the contribution directly and significantly shaped the outcome. "Helpful advice" is more suitable when the contribution was supportive but not necessarily decisive.

Is "instrumental input" formal or informal language?

"Instrumental input" is generally considered formal and suitable for professional, academic, or official contexts. For informal settings, simpler terms like "key ideas" or "valuable suggestions" may be more appropriate.