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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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elements leading to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "elements leading to" is correct and usable in written English.
It can be used to describe factors or components that contribute to a particular outcome or situation. Example: "The researchers identified several elements leading to the increase in pollution levels in the city."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Following activation, ERK phosphorylates various cellular elements leading to diverse cellular responses.

The first example shows environmental optimization of curtain wall façade elements leading to utilization of bio-based materials.

Only the boundaries of the subdomains are discretized with line elements leading to great flexibility in mesh generation.

This is not the case; sedimentary processes frequently produce remarkable concentrations of the elements, leading to almost pure deposits of certain minerals.

Encyclopedias

Britannica

One possible mechanism is that genetic variants affect the activity of one or more cis-regulatory elements leading to gene expression variation in specific cell types.

Science & Research

Nature

We develop also an overall quality concept, not limited to GMP factors but broaden to all elements leading to a robust supply and promoting technical innovation.

While linear Fresnel systems address much of these shortcomings, they require accurate field alignment of a large number of independent reflecting elements leading to complex maintenance issues.

In this method, only the boundary of the computational domain requires discretization with finite elements leading to the reduction of computational efforts.

Both inhibitory impulses and hyperpolarization current are known to synchronize neural elements leading to the modulation of the nervous system and decreased metabolic activity indicative of the parasympathetic state.

Our investigation reveals a series of structures that represent boundaries between individual fronds or structural elements that divide into smaller secondary and tertiary elements, leading to a repetitive pattern of branches.

Here we show that cooperativity of interacting elements, leading to great strength at low material use, is a key concept that governs the structural evolution of many natural interfaces.

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Expert writing Tips

Best practice

When using "elements leading to", ensure that the connection between the elements and the outcome is clear and logical. Avoid vague references; be specific about how each element contributes to the final result.

Common error

Avoid implying direct causation when the relationship is correlational. "Elements associated with" or "factors influencing" might be more accurate if the elements don't directly cause the outcome.

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 "elements leading to" functions as a causal connector, linking certain factors or components to a resulting outcome. Ludwig AI confirms this phrase is correct and usable in written English. It helps establish a relationship of cause and effect within a sentence.

Expression frequency: Very common

Frequent in

Science

72%

News & Media

14%

Formal & Business

6%

Less common in

Encyclopedias

2%

Unknown/unmatched sources

6%

Reference

0%

Ludwig's WRAP-UP

In summary, "elements leading to" is a versatile phrase used to connect contributing factors with specific outcomes. As Ludwig AI indicates, it is considered grammatically correct and widely used across various fields. Its high frequency in scientific literature underscores its value in analytical and explanatory writing. When using this phrase, clarity is key: ensure a clear connection between the "elements leading to" and the final result. While "factors contributing to" and "components resulting in" offer similar meanings, "elements leading to" effectively highlights causation. Remember to avoid overstating causality if the relationship is merely correlational.

FAQs

How can I use "elements leading to" in a sentence?

Use "elements leading to" to describe factors or components that contribute to a particular outcome or situation. For example, "The researchers identified several elements leading to the increase in pollution levels in the city."

What are some alternatives to "elements leading to"?

You can use alternatives like "factors contributing to", "components resulting in", or "aspects causing" depending on the context.

Is it correct to use "elements that lead to" instead of "elements leading to"?

Both "elements that lead to" and "elements leading to" are grammatically correct. The choice depends on the sentence structure and emphasis. "Elements leading to" is more concise and commonly used in complex sentences.

What is the difference between "elements leading to" and "elements associated with"?

"Elements leading to" implies a causal relationship, where the elements directly contribute to the outcome. "Elements associated with", on the other hand, suggests a correlation but not necessarily a direct cause. Choose the phrase that accurately reflects the relationship you want to convey.

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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: