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collective interaction

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "collective interaction" is correct and commonly used in written English.
It refers to the way in which a group of individuals or entities work together and influence each other. Example: The success of any team project depends on the collective interaction of its members, as each person contributes their unique skills and perspectives to the group effort.

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

Human ecology, man's collective interaction with his environment.

Encyclopedias

Britannica

In the case of a human brain it is the collective interaction of neurons.

An algorithm is developed to study particle dynamics of beams including collective interaction with high accuracy and low noise.

The quantitative agreement that is found between theories and experiments constitutes the first validation of the collective interaction theory.

Most of the studies reported treats the effect of hydrogen on single dislocation line, while models that describe the collective interaction are missing.

The quantitative analysis of the resonant modes reveals that two ensembles are formed by the collective interaction of four qubits each and the third ensemble is formed by eight qubits.

Science & Research

Nature
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Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

The modeled systems can be formed by large numbers of interacting units whose dynamical properties tend to emerge through the collective interactions of many units.

In the case of a bee hive it is the collective interactions of all the hive's members.

The role of high-temperature dislocation dynamics for collective interactions, like cell structuring and bunching, is specified.

Chen, W. et al. Nanoparticle superstructures made by polymerase chain reaction: collective interactions of nanoparticles and a new principle for chiral materials.

Science & Research

Nature

She is both a computer scientist who studies collective interactions in biology, and a math whiz who reduces those interactions to computational algorithms.

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Expert writing Tips

Best practice

When discussing complex systems, use "collective interaction" to emphasize how individual components influence the system's overall behavior. This highlights emergent properties arising from these interactions.

Common error

While "collective interaction" is appropriate for describing complex dynamics, avoid using it in situations where a simpler term like "teamwork" or "cooperation" would suffice. Overusing the phrase can make your writing sound unnecessarily verbose.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "collective interaction" functions as a noun phrase, often serving as the subject or object of a sentence. It describes the combined action or influence of multiple entities. Ludwig AI confirms its grammatical correctness and common usage.

Expression frequency: Very common

Frequent in

Science

60%

Academia

20%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "collective interaction" is a grammatically sound and frequently used noun phrase, particularly within scientific, academic, and news-related contexts. As confirmed by Ludwig AI, it effectively describes situations where multiple entities influence one another. When using this phrase, consider its formal register and ensure it aligns with the complexity of the interaction you're describing. While alternatives like "group dynamics" or "team synergy" exist, "collective interaction" is best suited for technical and analytical discussions where the emphasis is on mutual influence and emergent properties.

FAQs

How can I use "collective interaction" in a sentence?

Use "collective interaction" to describe situations where multiple entities influence each other's behavior, resulting in a combined effect. For example: "The success of the project depended on the "collective interaction" of team members".

What are some alternatives to "collective interaction"?

Depending on the context, you can use alternatives such as "group dynamics", "team synergy", or "collaborative engagement".

Is "collective interaction" formal or informal?

"Collective interaction" is suitable for formal and professional contexts, such as academic papers, business reports, and news articles. Simpler terms might be more appropriate for informal settings.

What is the difference between "collective interaction" and "communal interaction"?

"Collective interaction" emphasizes the mutual influence among entities, while "communal interaction" suggests a sharing of resources or sentiments within a community. The choice depends on whether you want to highlight influence or shared experience.

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Source & Trust

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Authority and reliability

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Real-world application tested

Most frequent sentences: