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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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outputs

Grammar usage guide and real-world examples

USAGE SUMMARY

'outputs' is a correct and usable word in written English.
It can be used to describe the results, products, or effects of a process or system. For example, "The outputs of the research project were significant improvements in the overall efficiency of the company's workflow."

✓ Grammatically correct

News & Media

Formal & Business

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Research councils are prescribing open-access requirements for outputs which will be submittable in the next Research Excellence Framework (REF), and there are now nods towards monographs being included in those requirements at some elusive point in the future.

News & Media

The Guardian

The ACCC chairman, Rod Sims, said he would seek an explanation from Forrest because "any attempt by Australian businesses to encourage competitors to restrict outputs is a matter of grave concern".

News & Media

The Guardian

In my experience, the "publish or perish" attitude of the more "prestigious" universities creates an environment that is ranked solely by outputs, and their merits.

News & Media

The Guardian

Value is measured in terms of outputs, rather than in terms of developing skills or of making a difference in the social world.

News & Media

The Guardian

Not only do the outputs of these processes contain rich and specific insights, but they also provide early prototypes for behaviour change solutions in themselves.

News & Media

The Guardian

The project is progressing well, with real social outputs being delivered.

News & Media

The Guardian

Manchester's pragmatic political culture is technocratic and focused on outputs rather than grandstanding.

News & Media

The Guardian

There are some interesting examples of brands that are starting to adopt these approaches, but the outputs are as yet unclear.

News & Media

The Guardian

The images act as inputs to the system; the labels ("face" or "not face") as outputs.

News & Media

The Economist

Theatres will be encouraged to diversify their outputs and find new audiences.

News & Media

The Economist

The computer's task is to come up with a statistical rule that correlates inputs with the correct outputs.

News & Media

The Economist
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Expert writing Tips

Best practice

When discussing the effectiveness of a system or process, use "outputs" to refer to measurable results. For example, instead of saying "the project had good results", specify "the project had significant outputs in terms of increased efficiency and cost savings".

Common error

Avoid using "outputs" and "outcomes" interchangeably. "Outputs" are the immediate, tangible products of a process, while "outcomes" are the broader, long-term effects or changes that result from those outputs.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

89%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The term "outputs" functions primarily as a plural noun, denoting the results, products, or effects generated by a process or system. As shown by Ludwig, it is used to describe tangible results in various contexts.

Expression frequency: Very common

Frequent in

News & Media

35%

Formal & Business

30%

Science

25%

Less common in

Encyclopedias

5%

Wiki

3%

Reference

2%

Ludwig's WRAP-UP

The term "outputs" is a common plural noun referring to the results or products of a process. As indicated by Ludwig AI, its grammatical status is correct, and it is frequently used across various fields such as news, business, and science. When writing, remember that "outputs" are the tangible products, distinct from "outcomes", which are the broader effects. Alternatives include "results", "deliverables", and "outcomes", each carrying nuanced meanings. Understanding these subtleties can enhance clarity and precision in your writing.

FAQs

How is "outputs" used in data science?

In data science, "outputs" often refer to the results generated by a model or algorithm, such as predictions, classifications, or recommendations. These are then analyzed to assess the model's performance and make improvements.

What is the difference between "inputs" and "outputs"?

"Inputs" are the resources, data, or elements that go into a process, while "outputs" are the results or products that come out of it. Think of it as what you put in versus what you get out.

What are some alternatives to using "outputs" in academic writing?

In academic writing, you can use alternatives like "results", "findings", or "outcomes" to describe the products of research or analysis, depending on the specific context.

When should I use "outputs" versus "deliverables"?

"Outputs" is a general term for results or products, while "deliverables" specifically refer to tangible items or products that are produced as part of a project. Use "deliverables" when referring to specific, agreed-upon items to be delivered.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: