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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
which can be attributed to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'which can be attributed to' is correct and usable in written English.
You can use it when you want to indicate that a particular idea or opinion belongs to an individual or group. For example, you can say: "The rapid growth of the company can be attributed to their successful marketing strategies."
✓ Grammatically correct
Science
News & Media
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
During the initial charge cycle a noticeable peak occurs at 0.33 V, which can be attributed to dealloying.
Science & Research
Some delamination between strands were observed, which can be attributed to the shear stress exerted during sectioning process.
Science & Research
This area is partly filled by basal saline ice, which can be attributed to regional regelation caused by oceanic circulation.
Science & Research
These results evidence qualitative differences in binder viscosity, which can be attributed to RAP-binder aging.
Significant photostabilisation was observed, which can be attributed to the synergistic effects of the two stabilizer units.
Science
Here the series resonance frequency becomes strongly field dependent, which can be attributed to 109°/71° domain switching.
America's transportation sector is responsible for roughly a third of the nation's carbon emissions (pdf), most of which can be attributed to the tailpipes of cars and trucks.
News & Media
Gamers are seen to develop a natural tendency to predict correctly, which can be attributed to the honing of the intuitive skills of the player.
Academia
It seems that DSS exhibit a fatigue limit, which can be attributed to the two-phase austenitic ferritic microstructure.
The amount of Ge in the films decreases at higher temperatures, which can be attributed to Ge evaporation.
Science
Emissions from solar flares may reveal fast fluctuations, which can be attributed to small-scale injections of energetic electrons.
Science
Expert writing Tips
Best practice
Use "which can be attributed to" to provide a clear and concise explanation for an observed phenomenon or result.
Common error
Avoid using "which can be attributed to" when a simpler phrase like "because of" or "due to" would suffice. Overusing complex phrasing can make your writing sound unnecessarily convoluted.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "which can be attributed to" functions as a causal connector, linking an effect to its cause or origin. Ludwig AI confirms its grammatical correctness and usability in various contexts.
Frequent in
Science
63%
News & Media
22%
Academia
7%
Less common in
Formal & Business
4%
Wiki
2%
Reference
2%
Ludwig's WRAP-UP
In summary, "which can be attributed to" is a versatile phrase used to establish a causal relationship between an observation and its underlying cause. Ludwig AI confirms its correctness, and its prevalence in scientific and news contexts highlights its utility in formal explanations. While "which can be attributed to" is quite correct in its usage, simpler alternatives such as "due to" or "because of" can sometimes provide more clarity. Remember to use "which can be attributed to" when you aim to give clear concise explanations.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
that is due to
Directly indicates causation, often implying a straightforward relationship.
that results from
Focuses on the outcome or effect of a particular action or event.
that is caused by
Highlights the direct action of one thing leading to another.
that is a result of
Simply states the outcome without necessarily implying causation.
that is ascribable to
Emphasizes the act of assigning a cause or quality to something.
that is explained by
Indicates that something can be understood or justified by a particular reason.
that stems from
Implies an origin or root cause from which something develops.
that is a consequence of
Highlights the logical or predictable result of something else.
that is linked to
Suggests a connection or association, though not necessarily direct causation.
that arises from
Suggests a natural emergence or consequence of something.
FAQs
How can I use "which can be attributed to" in a sentence?
Use "which can be attributed to" to explain the cause or origin of something. For example: "The company's success, which can be attributed to its innovative marketing strategy, has exceeded expectations."
What are some alternatives to "which can be attributed to"?
You can use alternatives such as "that is due to", "that is caused by", or "that results from depending on the context".
Is it always necessary to use "which can be attributed to" or are there simpler options?
While grammatically correct, "which can be attributed to" can sometimes be replaced with simpler phrases like "because of" or "due to" for clarity and conciseness.
What's the difference between "which can be attributed to" and "that is related to"?
"Which can be attributed to" implies a cause-and-effect relationship, whereas "that is related to" suggests a connection or association without necessarily indicating direct causation.
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested