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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
factors contributing
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'factors contributing' is correct and usable in written English.
You can use it to describe different elements or forces that shape or influence a particular outcome or situation. For example: "There are a number of factors contributing to the rise in global temperatures."
✓ Grammatically correct
News & Media
Science
Formal & Business
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
58 human-written examples
Here are seven factors contributing to the mess.
News & Media
There are numerous factors contributing to the shortage of foster parents.
News & Media
Include information about factors contributing to the violence, past solutions, and prospects for the future.
News & Media
There are many factors contributing to polarisation of voters in America, the UK and other countries.
News & Media
What are the economic factors contributing to the rise in gang activity?
News & Media
Factors contributing to the trend include increased industrialization, higher government spending and increasing personal consumption.
News & Media
But there are at least two other factors contributing to the problem.
News & Media
"It is imperative that we address the factors contributing to increased numbers.
News & Media
He pointed to Fortaleza's rampant inequality and precarious housing conditions as factors contributing to residents' hypervigilance.
News & Media
The wider factors contributing to the tragedy are, one suspects, manifold.
News & Media
There are myriad factors contributing to the spread of H.I.V. and AIDS among blacks.
News & Media
Expert writing Tips
Best practice
When using "factors contributing", ensure that the context clearly identifies what these factors are contributing to. Be specific to enhance clarity and avoid ambiguity.
Common error
Avoid listing "factors contributing" without providing sufficient evidence or explanation. A comprehensive analysis requires detailed support for each factor mentioned.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "factors contributing" functions as a noun phrase that modifies another noun. Ludwig AI confirms that it identifies and specifies the elements or influences that play a role in bringing about a particular result or situation. It is used to highlight causality or influence.
Frequent in
News & Media
48%
Science
38%
Formal & Business
14%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "factors contributing" is a versatile phrase used to identify and explain the influences behind various outcomes. Ludwig AI validates its grammatical correctness and usability across diverse contexts. It commonly appears in News & Media and scientific publications, indicating a neutral to formal register. When using the phrase, ensure clarity by specifying what these factors are contributing to and supporting your analysis with evidence. Consider alternatives like "contributing factors" or "elements that contribute" for stylistic variation. Overall, "factors contributing" is a valuable tool for analyzing complex situations and providing deeper insights.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
contributing factors
Reverses the order of the words but maintains the exact same meaning.
elements that contribute
Replaces "factors" with "elements" and uses the verb form of "contributing".
causes that contribute
Substitutes "factors" with "causes" to emphasize the causal aspect.
reasons that contribute
Uses "reasons" instead of "factors", focusing on the rationale behind the contribution.
drivers of
Employs "drivers of" to indicate forces that propel or influence something.
influencing elements
Highlights the influence of different elements instead of their contribution.
underlying causes
Focuses on the foundational causes that lead to a particular result.
determinants of
Uses "determinants of" to stress the decisive factors.
aspects that influence
Focuses on "aspects" as elements with an effect.
components that play a role
Replaces "factors" with "components" and emphasizes the active role they play.
FAQs
How can I use "factors contributing" in a sentence?
Use "factors contributing" to introduce elements or forces that influence an outcome, for example: "Several factors are contributing to the company's success."
What are some alternatives to "factors contributing"?
You can use alternatives like "contributing factors", "elements that contribute", or "causes that contribute" depending on the specific context.
Is it better to say "factors that contribute" or "factors contributing"?
Both "factors that contribute" and "factors contributing" are grammatically correct and often interchangeable. The choice depends on stylistic preference and sentence flow.
What is the difference between "factors contributing" and "effects resulting"?
"Factors contributing" refer to the causes or influences leading to a result, while "effects resulting" describe the outcomes or consequences of those influences. They represent opposite sides of a cause-and-effect relationship.
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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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested