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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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all of which contributes

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "all of which contributes" is correct and usable in written English.
It can be used when referring to multiple elements or factors that collectively have a positive impact or effect on a particular outcome. Example: "The various training programs, workshops, and mentorship opportunities, all of which contributes to employee development, have been well received."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

All of which contributes to how much we sit.

News & Media

The New York Times

She holds a sense of apathy she cannot kick, she says, all of which contributes to depression.

News & Media

The Guardian

All of which contributes just so much more to her amazing fitness as a guide to the amenities of living.

News & Media

The New Yorker

All of which contributes to the sense that we are seeing ghost towns – or ghost streets – in the process of formation.

Mutants ΔsigDΔlytEΔlytD and ΔsigDΔlytEΔlytCΔlytD also showed an increased tolerance to high osmotic pressure of sodium chloride, allowing unsterile fermentation, all of which contributes to reduced processing cost.

All of which contributes to the spatula-wielding contradiction that is the star of "Bitchin' Kitchen": On one hand she talks like a biker.

News & Media

The New York Times
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Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

By improving mindfulness, it simultaneously helps to boost compassion, gratitude, and "flow" states, all of which contribute to greater happiness.

In fact, Canada boasts 10 native maple species, all of which contribute to the beautiful leaf displays seen in autumn.

Encyclopedias

Britannica

Weisberg sees George Bush's life and presidency as products of a series of relationships with other people, all of which contributed to his failures.

There are interactions between hundreds of different compounds, all of which contribute towards the ultimate flavour, aroma and structure of the drink.

News & Media

The Guardian

Fact: No, they see it as one among many useful sources, all of which contribute to the scientific understanding of climate trends and causes.

News & Media

The Guardian
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Expert writing Tips

Best practice

When using "all of which contributes", ensure that the preceding clause clearly lists multiple factors or elements that collectively lead to the described effect. This maintains clarity and logical flow.

Common error

Avoid using "all of which contributes" when the antecedent is a singular noun or concept. The phrase implies multiple contributing factors; a singular antecedent creates a grammatical mismatch.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

86%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "all of which contributes" functions as a linking phrase within a sentence. It connects a preceding clause (listing multiple factors) to a subsequent explanation of their collective impact. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Common

Frequent in

News & Media

40%

Science

35%

Academia

25%

Less common in

Encyclopedias

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "all of which contributes" is a useful phrase to link multiple factors to a shared outcome. Ludwig AI validates its grammatical correctness and prevalent use across different sources. It commonly appears in News & Media, Science, and Academic writing. Be mindful to use it after referencing a list of elements, and consider alternatives such as "all of which adds to" or "all of which leads to" to better express different nuances and meanings. The phrase is deemed suitable in both formal and informal contexts.

FAQs

How can I use "all of which contributes" in a sentence?

Use "all of which contributes" to connect a list of items to an outcome they collectively influence. For instance, "Improved training, better resources, and increased support, all of which contributes to higher employee satisfaction."

What are some alternatives to "all of which contributes"?

Alternatives include "all of which adds to", "all of which leads to", or "all of which plays a part in", depending on the specific nuance you want to convey.

Is it better to use "all of which contribute" or "all of which contributes"?

"All of which contribute" is grammatically correct when referring to a plural antecedent implied by "all of which". "All of which contributes" is appropriate if the emphasis is on the collective effect rather than individual contributions.

What's the difference between "all of which contributes" and "all of which results in"?

"All of which contributes" emphasizes the input or contributing factors, while "all of which results in" highlights the outcome or consequence. The choice depends on whether you want to focus on the cause or the effect.

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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: