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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
characteristics contribute
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'characteristics contribute' is correct and usable in written English.
You can use it when you are talking about how certain characteristics can lead to a certain result. For example: "The individual characteristics of each person contribute to the unique culture of our school."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(20)
features play a role
attributes are factors
qualities have an impact
properties are influential
aspects are instrumental
traits make a difference
characters contribute
traits contribute
variables contribute
habits contribute
hallmarks contribute
features contribute
characteristics contributes
characteristics contributing
characteristics help
characteristics vary
characteristics are
characteristics appear
characteristics mark
characteristics make
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
Many other characteristics contribute to psychomotor behaviour.
Encyclopedias
What characteristics contribute to South Dakota-ness?
News & Media
We sought to determine which patient characteristics contribute to these discrepancies.
Science
Collapse characteristics contribute to various problems to infrastructures that are constructed on loess soils.
These characteristics contribute to a high overall performance which could be competent with commonly used thick DU airfoils.
Science
All of these characteristics contribute to bad handling and increased rollover propensity even on good level roads.
Science
To examine whether socioeconomic and racial/ethnic characteristics contribute independently and in combination to influence douching behavior.
Both work characteristics contribute to explaining higher emphasis on employee selection processes and increased delegation in work settings that heavily rely on employee creativity.
The limited number of studies and differences in study design and characteristics contribute to overall poor quality evidence, limiting the ability to draw evidence-based conclusions.
Discriminant analyses were conducted on the different types of failed slopes, with a maximum 86% accuracy level, to determine which landscape characteristics contribute to each type of landslide.
Science
International crash data indicate that roadside characteristics contribute to more than half of all run-off-road injury crashes (RORIC) involving serious injury or death.
Science
Expert writing Tips
Best practice
When using "characteristics contribute", ensure that the connection between the characteristics and the outcome is clearly stated to avoid ambiguity.
Common error
Avoid vaguely stating that "characteristics contribute" without specifying how they contribute. Provide details about the mechanisms or processes involved.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "characteristics contribute" functions as a verb phrase, indicating how certain attributes influence or cause a particular outcome. Ludwig AI confirms that this is a grammatically correct construction. It is often used to establish causal relationships between properties and results.
Frequent in
Science
77%
News & Media
11%
Encyclopedias
2%
Less common in
Formal & Business
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
The phrase "characteristics contribute" is a grammatically sound and frequently used expression, primarily in scientific and formal contexts, to explain how specific attributes influence outcomes. Ludwig AI confirms its correctness. Its prevalence in academic and research writing highlights its effectiveness in establishing clear causal relationships. While versatile, it is essential to articulate the relationship clearly. Alternatives like "features play a role" or "attributes are factors" offer nuanced variations. By understanding its function, purpose, and usage patterns, writers can effectively employ "characteristics contribute" to convey complex ideas with precision.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
features play a role
Emphasizes the active part features take in influencing something.
attributes are factors
Highlights attributes as elements influencing a situation.
qualities have an impact
Focuses on the impact of qualities.
properties are influential
Stresses the influential nature of properties.
aspects are instrumental
Highlights the instrumental role of aspects.
traits make a difference
Focuses on the difference traits can create.
elements factor in
Suggests elements are taken into account.
components are involved
Indicates the involvement of components.
determinants have an effect
Specifies determinants' effect.
factors lead to
Emphasizes that factors results in something else
FAQs
How can I use "characteristics contribute" in a sentence?
Use "characteristics contribute" to explain how specific features or attributes play a role in producing a particular outcome or effect. For example, "The specific chemical "characteristics contribute" to its effectiveness as a solvent".
What are some alternatives to the phrase "characteristics contribute"?
You can use phrases like "features play a role", "attributes are factors", or "qualities have an impact" depending on the specific context and nuance you want to convey.
Is it correct to say "characteristic contributes" instead of "characteristics contribute"?
No, "characteristic contributes" is grammatically incorrect when referring to multiple characteristics. You should use "characteristics contribute" when discussing multiple attributes. If discussing a single attribute, the correct form is "characteristic contributes".
In what contexts is it most appropriate to use "characteristics contribute"?
The phrase "characteristics contribute" is suitable for formal writing, scientific reports, and technical documentation where you need to explain how particular attributes influence a specific outcome or phenomenon. It is less common in casual conversation.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested