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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
accumulated over time
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "accumulated over time" is correct and usable in written English.
It can be used to describe something that has gradually increased or built up throughout a period. Example: "The knowledge and skills I have accumulated over time have greatly contributed to my success in this field."
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(20)
built up gradually
developed progressively
increased incrementally
compiled over time
consolidated over time
acquired over time
extracted over time
clustered over time
aggregated over time
completed over time
allocated over time
concentrated over time
gathered over time
amassed over time
acquired incrementally
scattered over time
distributed over time
developed over time
progressed incrementally
consolidated over
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
In the leaky competing accumulator model, noisy evidence for each alternative is accumulated over time in each accumulator.
Science
"So much of human language is background knowledge, knowledge accumulated over time.
News & Media
Current research on cooperative and collaborative learning draws upon an extensive literature accumulated over time.
As for the debt, it's nothing more than the sum total of all the deficits accumulated over time).
News & Media
Because in the long run, that decrease, accumulated over time, is going to dry out the system".
News & Media
Postponement of mouldboard ploughing significantly decreased grain yield by on average 11% and this negative effect accumulated over time.
Science
Mature designers make frequent use of 'stock ideas' accumulated over time and stored in memory and personal archives.
Science
"Essentially, it seems as though these mutations — each of which makes the mouse a little lighter and more camouflaged — have accumulated over time," Hoekstra said.
Academia
Together the partners explored the underlying reasons of why so many unsubmitted sexual assault kits accumulated over time and made recommendations about how best to proceed.
Academia
or, can they achieve their tasks by using no more than the available amount of energy (i.e., power accumulated over time)?
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
Ornaments accumulate over time.
News & Media
Expert writing Tips
Best practice
Use "accumulated over time" to emphasize the gradual and progressive nature of something's increase or development. For example, "The company's profits accumulated over time due to consistent investments."
Common error
While "accumulated over time" is appropriate for long-term developments, avoid using it when describing events over short or very recent durations. Consider alternatives like "increased rapidly" or "grew quickly" if the timeframe is brief.
Source & Trust
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "accumulated over time" functions as a verb phrase, modifying a noun to describe a process of gradual increase or development. As confirmed by Ludwig, this phrase is grammatically sound and readily usable in a variety of contexts.
Frequent in
News & Media
40%
Science
30%
Academia
20%
Less common in
Formal & Business
5%
Wiki
3%
Reference
2%
Ludwig's WRAP-UP
In summary, the phrase "accumulated over time" is a grammatically correct and frequently used expression to describe a gradual increase or development. Ludwig confirms its validity and broad applicability across various contexts. It is particularly common in news, scientific, and academic writing. When using this phrase, it's important to ensure it aligns with the timeframe being discussed, avoiding overuse in situations involving very short durations. Alternatives such as "built up gradually" or "increased incrementally" can provide nuanced variations in meaning. Overall, it's a versatile and reliable phrase for emphasizing the progressive nature of change.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
built up gradually
Focuses on a gradual construction or increase.
developed progressively
Emphasizes the sequential and incremental nature of the development.
increased incrementally
Highlights the step-by-step growth.
accrued steadily
Suggests a consistent and persistent accumulation.
gained progressively
Highlights the acquisition of something in stages.
amassed gradually
Implies a collection that has grown slowly over a period.
compiled over a period
Focuses on the assembling or gathering of something over time.
grown incrementally
Emphasizes the growth aspect, occurring in small steps.
evolved progressively
Highlights the gradual change and development over time.
collected steadily
Focuses on the gathering process with a sense of regularity.
FAQs
How can I use "accumulated over time" in a sentence?
You can use "accumulated over time" to describe how something has gradually increased or developed. For instance, "Her knowledge "accumulated over time" through years of study and experience."
What are some alternatives to saying "accumulated over time"?
Alternatives include "built up gradually", "developed progressively", or "increased incrementally", depending on the specific context you want to convey.
Is it correct to say "accumulated with time" instead of "accumulated over time"?
While "accumulated with time" is understandable, "accumulated over time" is the more standard and grammatically correct phrasing. It is widely accepted and commonly used in formal and informal contexts.
What's the difference between "accumulated over time" and "gained over time"?
"Accumulated over time" suggests a gradual increase in quantity or amount, while "gained over time" indicates the gradual acquisition of something, such as experience or knowledge. Both phrases convey a sense of progression, but their focus differs slightly.
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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
83%
Authority and reliability
4.6/5
Expert rating
Real-world application tested