Used and loved by millions
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
attributable to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"attributable to" is correct and usable in written English.
It is used to describe something that can be credited or assigned to a particular cause. For example, "The success of the project was attributable to the hard work of the team."
✓ Grammatically correct
News & Media
Science
Encyclopedias
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
Recent growth is largely attributable to immigration.
Encyclopedias
That may be attributable to the economy.
News & Media
Attributable to rotation of earth.
News & Media
Deaths attributable to marijuana are very rare.
News & Media
"It's not attributable to one season.
News & Media
"It's not attributable to rust," Pennington said.
News & Media
differences between individuals are attributable to heredity.
News & Media
It is overwhelmingly attributable to a broken health care system.
News & Media
(This might have been attributable to self-selection bias).
News & Media
Neither of these phenomena is easily attributable to conservative policies.
News & Media
Doors opening on moving trains are not attributable to conductors.
News & Media
Expert writing Tips
Best practice
Use "attributable to" when you want to formally assign a cause or reason to a specific outcome or characteristic. For example, "The increase in sales is directly attributable to the new marketing campaign."
Common error
Avoid using "attributable to" in overly passive constructions. Instead of saying "The error was attributable to a lack of training", consider "A lack of training caused the error" for a more direct and impactful statement.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "attributable to" functions as a causal connector, linking an effect to its cause or origin. It is often used to explain or provide reasons for certain outcomes, as demonstrated by the Ludwig AI examples.
Frequent in
News & Media
45%
Science
35%
Encyclopedias
5%
Less common in
Formal & Business
8%
Academia
2%
Reference
5%
Ludwig's WRAP-UP
In summary, "attributable to" is a versatile phrase used to indicate causality, assigning a reason or cause to a specific outcome. Ludwig AI identifies it as grammatically correct and commonly used, particularly in news, scientific, and encyclopedic contexts. While similar phrases like "due to" or "caused by" exist, "attributable to" often provides a more formal and analytical tone. When writing, avoid overly passive constructions and ensure clear causal relationships to use this phrase effectively.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
due to
A more general and common phrase for indicating cause.
because of
A common and straightforward way to indicate cause.
owing to
A more formal alternative to "due to".
caused by
Directly indicates causation.
a consequence of
Highlights the outcome as a direct result of something else.
as a result of
Emphasizes the consequence of a cause.
resulting from
Focuses on the outcome or effect.
arising from
Implies that something has emerged from a particular source.
on account of
A slightly more archaic and formal way to express causation.
stemming from
Suggests a more indirect or underlying cause.
FAQs
How to use "attributable to" in a sentence?
"Attributable to" is used to indicate the cause or origin of something. For example, "The company's success is "attributable to" its innovative products."
What can I say instead of "attributable to"?
Which is correct, "attributable to" or "attributed to"?
"Attributable to" describes the cause, while "attributed to" describes the act of assigning a cause. For example, "The disease is attributable to a virus" versus "The discovery was attributed to the scientist".
What's the difference between "attributable to" and "related to"?
"Attributable to" indicates a direct causal relationship, whereas "related to" suggests a connection or association that may not be causal. "The increase in profits is "attributable to" the new marketing strategy" implies the strategy caused the increase. Saying it's "related to" only suggests a connection.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested