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
accounted for by
Grammar usage guide and real-world examplesUSAGE SUMMARY
"accounted for by" is correct and usable in written English.
For example, you could use it in a sentence such as: "The drop in sales was accounted for by changes in the market."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Alternative expressions(20)
explained by
attributed to
caused by
due to
resulted from
represented by
constituted by
comprised of
justified by
underpinned by
accommodated for by
is representing by
can be attributed to
provide explanations by
is attributable to
be represented by
described taking into account
considering
factoring in
believed driven by
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
59 human-written examples
Lemon is present and accounted for by a lemon Bavarian.
News & Media
Moreover, the difference was largely accounted for by something strange.
News & Media
This delay may be accounted for by three factors.
Encyclopedias
But he admitted some of the jobs in housing could be accounted for by transfers.
News & Media
Were two electricity trades that seemingly canceled each other out properly accounted for by Enron?
News & Media
Most of this difference is accounted for by short-term migration.
News & Media
All but 15 of those had been accounted for by late yesterday afternoon.
News & Media
Nearly two-thirds of Billboard magazine's modern rock songs chart is accounted for by such bands.
News & Media
The organisation says fees are fully accounted for by overheads, administration and operating costs.
News & Media
Only about 11% of flights abroad are now accounted for by business travel.
News & Media
Most of the loss was accounted for by a drop in contributions from major donors.
News & Media
Expert writing Tips
Best practice
In scientific or technical writing, "accounted for by" is effective for indicating that a phenomenon is explained or caused by specific factors or mechanisms. Use it to present findings or explain results systematically.
Common error
Avoid using "accounted for by" in overly passive constructions that obscure the agent. For example, instead of saying "Mistakes were accounted for by insufficient training", a clearer alternative is "Insufficient training accounted for the mistakes."
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "accounted for by" functions as a prepositional phrase that introduces the cause, reason, or explanation for a particular phenomenon. It signifies that something is explained or justified by the factors that follow. As Ludwig shows, this phrase appears in numerous contexts to provide clarity and understanding.
Frequent in
Science
37%
News & Media
56%
Formal & Business
3%
Less common in
Encyclopedias
2%
Reference
1%
Social Media
1%
Ludwig's WRAP-UP
In summary, the phrase "accounted for by" is a versatile prepositional phrase used to introduce explanations or causes across various contexts. Grammatically correct and very common, as confirmed by Ludwig, it's particularly prevalent in science and news media, though less so in informal settings. To enhance clarity, avoid overly passive constructions. Alternatives like "explained by", "attributed to", and "caused by" offer similar meanings. Use this phrase to clearly indicate the reasons behind phenomena in your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
explained by
Focuses more directly on providing an explanation.
attributed to
Highlights the causal relationship or origin.
caused by
Emphasizes the cause-and-effect relationship.
resulted from
Highlights the outcome of a process or event.
due to
Indicates a direct reason or cause.
represented by
Focuses on symbolizing or standing for something else.
constituted by
Emphasizes composition or formation.
comprised of
Indicates that something is made up of specific elements.
justified by
Focuses on providing a rationale or reason.
underpinned by
Suggests a foundational support or basis.
FAQs
How can I use "accounted for by" in a sentence?
Use "accounted for by" to indicate that something is explained or caused by a specific factor. For example, "The increase in sales was "accounted for by" a successful marketing campaign".
What are some alternatives to "accounted for by"?
Alternatives include "explained by", "attributed to", or "caused by". The best choice depends on the specific context.
Is it better to say "explained by" or "accounted for by"?
Both "explained by" and "accounted for by" are correct, but "explained by" is often more direct. "Accounted for by" can be more appropriate when you want to emphasize that something has been considered and included in an explanation.
What's the difference between "accounted for by" and "due to"?
"Accounted for by" usually implies a comprehensive explanation, while "due to" simply indicates a direct cause. For example, "The delay was "due to" a mechanical failure" focuses on the cause, whereas "The changes were "accounted for by" several factors" suggests a more detailed analysis.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested