complex interaction

USAGE SUMMARY

Complex interaction is a grammatically correct and usable phrase in written English.
It is typically used to describe a situation where multiple factors or elements are involved and influence each other in a complex way. Example: The success of a company can be attributed to a complex interaction of various factors, such as market conditions, customer demand, and internal management decisions.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

The main factor determining its complex interaction profile is HIV's highly interactive proteome.

Plosone

Henry E. Smith, Property as Complex Interaction, 13 J.

Harvard University

Airports, designed for the complex interaction of specific processes, are inherently prone to obsolescence.

The New Yorker

But what about a more complex interaction, like dealing with the Environmental Protection Agency?

The New York Times

The reason for it is undoubtedly a complex interaction of different factors.

The Guardian - Opinion

Development interventions depends on the complex interaction of multiple stakeholders and institutions.

The Guardian

In people, intelligence is inseparable from consciousness, emotional and social awareness, the complex interaction of mind and body.

The New Yorker

This is a case where a complex interaction of social and psychological factors have ended in extreme events.

The Guardian - Opinion

One of Jack's major contributions was his understanding of the complex interaction between steel and concrete in composite construction.

The Guardian - Tech

One reason is the complex interaction between these cracks.

Construction and Building Materials

We note a surprisingly complex interaction between migration and shared video trends.

Massachusetts Institute of Technology

Expert writing Tips

Best practice

When using "complex interaction", ensure you articulate the specific elements involved and the nature of their influence on each other for clarity.

Common error

Avoid using "complex interaction" without providing sufficient context. Failing to elaborate on the involved elements can render the phrase vague and uninformative.

Linguistic Context

The phrase "complex interaction" functions as a noun phrase, typically serving as the subject or object of a sentence. Ludwig AI indicates it describes situations where multiple elements intricately influence one another.

Expression frequency: Very common

Frequent in

Science

35%

News & Media

34%

Academia

25%

Less common in

Encyclopedias

1%

Wiki

1%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "complex interaction" is a noun phrase frequently used to describe situations where multiple elements influence each other in intricate ways. Ludwig AI confirms its grammatical correctness and common usage across diverse fields like science, news, and academia. While versatile, it's essential to provide sufficient context to avoid vagueness. Alternatives such as ""intricate interplay"" or ""complicated relationship"" may be suitable depending on the context. Remember, clarity is key when elucidating the intricacies of a "complex interaction".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

intricate interplay

Replaces "interaction" with "interplay", emphasizing the reciprocal action or influence.

complicated relationship

Substitutes "interaction" with "relationship", highlighting the connection between elements.

multifaceted correlation

Uses "correlation" instead of "interaction", focusing on the statistical dependence between variables.

involved connection

Replaces "complex" with "involved", suggesting a high degree of participation or engagement.

elaborate interdependence

Emphasizes the mutual reliance and dependence of the involved elements.

sophisticated synergy

Highlights the cooperative interaction of multiple elements to produce a combined effect greater than the sum of their separate effects.

challenging dynamic

Replaces "interaction" with "dynamic", focusing on the system's forces and influences.

composite effect

Focuses on the result of multiple factors acting together.

integrated system

Highlights the interconnected and unified nature of the components.

interwoven fabric

Emphasizes the interconnectedness and inseparability of the elements, metaphorically comparing them to threads in a fabric.

FAQs

How can I effectively use "complex interaction" in a sentence?

To use "complex interaction" effectively, clearly identify the specific elements involved and briefly explain how they influence each other. For example, "The economic downturn was a result of a "complex interaction" of rising interest rates, decreased consumer spending, and global market instability."

What are some alternatives to "complex interaction"?

You can use alternatives such as "intricate interplay", "complicated relationship", or "multifaceted correlation" depending on the specific context.

In what contexts is the phrase "complex interaction" most appropriate?

The phrase "complex interaction" is suitable for describing situations involving multiple elements influencing each other in a complicated way. This can be in scientific research, economic analysis, or social dynamics.

Is "complex interaction" formal or informal language?

"Complex interaction" is considered neutral to formal language. It is appropriate for academic papers, news articles, and professional reports. More informal contexts may benefit from simpler phrasing.