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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
elements leading to
Grammar usage guide and real-world examplesUSAGE 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
Alternative expressions(5)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
Following activation, ERK phosphorylates various cellular elements leading to diverse cellular responses.
Science
The first example shows environmental optimization of curtain wall façade elements leading to utilization of bio-based materials.
Science
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
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
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.
Science
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.
Science
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.
Science
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.
Science
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.
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.
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.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
factors contributing to
Focuses on the contributory aspect of the elements rather than their direct causation.
components resulting in
Highlights the components that produce a specific result, emphasizing the outcome.
aspects causing
Emphasizes the causal aspect, pointing to the aspects that directly cause an event or situation.
reasons for
Focuses on the reasons behind something, indicating the underlying causes.
determinants of
Highlights the factors that determine a specific outcome or condition.
drivers of
Emphasizes the driving forces behind a particular event or trend.
ingredients for
Uses a metaphor to describe the essential components needed for a particular outcome.
building blocks of
Suggests that the elements are fundamental components that form a larger structure or outcome.
foundations for
Highlights the foundational aspect of the elements, indicating they provide a base for something else.
catalysts for
Emphasizes the elements that accelerate or initiate a particular process or change.
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested