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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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based on their willingness

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "based on their willingness" is correct and usable in written English.
It can be used when discussing decisions or actions that depend on someone's readiness or desire to participate in something. Example: "The team will be assigned to projects based on their willingness to take on additional responsibilities."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

Only one older adult was selected from a household in cases of two or more older adults living in one family, based on their willingness to participate in the research.

The health care providers were selected based on their willingness to cooperate in the mobile-based surveillance study.

It has launched five new, far more analytical applications that, among other things, break out categories of spending, show managers when they have too many suppliers in one of those categories and scrutinize vendors, ranking them based on their willingness to cut prices in return for increased business.

News & Media

Forbes

Faculty members were chosen based on their willingness to participate in the study, and no one who desired to participate was excluded.

How about an app that matches people based on their willingness to consume food with mould on it?

Participating farmers were selected based on their willingness and an assessment of dedication to carry out the experiment.

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Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

My analysis implies that customers pay different monthly fixed charges based on their annual willingness to have access to grid-supplied electricity.

First degree price discrimination involves charging every individual customer a price based on their individual willingness to pay.

News & Media

Forbes

The sentinel sites were selected based on their suitability, willingness of local authorities and feasibility of completing the studies.

The hospitals were selected based on their voluntary willingness to collaborate and the degree of excellence in their areas of expertise.

Another potential criticism is that the selection of participants was based on their demonstrated willingness to cooperate with the research team, with resultant potential bias towards more motivated participants.

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Expert writing Tips

Best practice

When using the phrase "based on their willingness", ensure the context clearly defines what the individuals are willing to do. This adds clarity and avoids ambiguity.

Common error

Avoid assuming willingness equates to ability. Someone may be willing but lack the necessary skills or resources to complete the task effectively. Assess both.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "based on their willingness" functions as a prepositional phrase that modifies a verb or noun, indicating the criterion upon which a decision or action is predicated. Ludwig AI's analysis, alongside numerous examples, confirms its common usage in academic, news, and general contexts.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

33%

Formal & Business

17%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "based on their willingness" is a grammatically sound and frequently used prepositional phrase that clarifies the rationale behind decisions, selections, or categorizations, as noted by Ludwig. Primarily found in scientific, news, and formal business contexts, the phrase highlights the importance of individual readiness and consent. While generally neutral in tone, it's best suited for professional settings. To enhance clarity, specify the action individuals are willing to undertake, and remember that willingness doesn't guarantee ability.

FAQs

How can I use "based on their willingness" in a sentence?

You can use "based on their willingness" to indicate that a choice or decision is made depending on someone's readiness to do something. For example, "Participants were selected "based on their willingness" to participate in the study".

What's a more formal alternative to "based on their willingness"?

A more formal alternative could be "subject to their consent" or "contingent on their agreement", depending on the specific context.

Is it correct to say "based off their willingness"?

While "based off" is sometimes used informally, "based on" is generally considered more grammatically correct and suitable for formal writing. Stick to "based on".

How does "based on their willingness" differ from "due to their willingness"?

"Based on their willingness" indicates a selection or decision process, whereas "due to their willingness" implies that their willingness is the cause of something. For example, "The project succeeded due to their willingness to work overtime".

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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: