accumulated by

USAGE SUMMARY

The phrase "accumulated by" is correct and usable in written English.
It can be used to indicate that something has been gathered or collected by a specific agent or process over time. Example: "The data accumulated by the research team provided valuable insights into the study."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

based on the accumulation of good practice replaces knowledge vested in and accumulated by individual clinicians.

BMC Health Services Research

The evidence accumulated by environmental groups tells a different story.

The Guardian

We don't think we should pay for debts that have been accumulated by these countries.

The Guardian

As prices have soared, so has the debt accumulated by investors.

The New York Times

But now the basic facts, accumulated by American, European, and Chinese intelligence agencies, are clear.

The New Yorker

Besides, the money accumulated by the politicians and crooks in Africa is rarely reinvested there.

The Economist

The baggage accumulated by all long-serving governments is weighing him down.

The Economist

The piles of cash accumulated by companies in recent years are a tempting target.

The Economist

The same was true of the minor civil titles accumulated by high officials.

Encyclopedia Britannica

Typically less than 3 percent of the records accumulated by the government become permanent.

The New York Times - Arts

The figures make sense of the wealth accumulated by local officials, often revealed during corruption trials.

The New York Times

Expert writing Tips

Best practice

Use "accumulated by" to clearly indicate the agent or process responsible for gathering or increasing something over time. For instance, specify "data accumulated by the research team" rather than simply stating "accumulated data".

Common error

Avoid using "accumulated by" in overly passive constructions that obscure the subject. Instead of "errors accumulated by neglect", clarify with "errors accumulated by the maintenance team's neglect".

Linguistic Context

The phrase "accumulated by" functions as a prepositional phrase that modifies a noun or noun phrase. It specifies the agent or process responsible for the accumulation. Ludwig AI indicates that the phrase is correct and usable in written English.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

38%

Encyclopedias

5%

Less common in

Formal & Business

4%

Wiki

4%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "accumulated by" is a grammatically sound and commonly used prepositional phrase that indicates the source or agent responsible for a gradual increase or collection. As confirmed by Ludwig AI, it is appropriate for various writing contexts, ranging from scientific and news reporting to encyclopedic entries. While versatile, writers should be mindful of maintaining clarity and avoiding overly passive constructions. By understanding the nuances of "accumulated by" and its alternatives, you can effectively communicate how something has been gathered or increased over time.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

gathered by

Emphasizes the act of collecting something together, often from disparate sources.

collected by

Similar to 'gathered by' but can also imply a more deliberate or systematic approach to acquiring something.

acquired by

Focuses on how something was obtained or gained, often through effort or purchase.

obtained by

Highlights the act of getting or securing something, usually with a specific goal in mind.

built up by

Implies a gradual process of increasing or developing something over time.

amassed by

Suggests the gathering of a large quantity of something, often wealth or possessions.

compiled by

Specifically refers to gathering information or data into a structured format.

generated by

Focuses on the creation or production of something as a result of a process.

produced by

Indicates the creation of something, often in a manufacturing or biological context.

accrued by

Implies a gradual increase or addition, often in financial or legal contexts.

FAQs

How do I use "accumulated by" in a sentence?

Use "accumulated by" to show who or what gathered or increased something over time. For example, "The knowledge was accumulated by years of research".

What are some alternatives to "accumulated by"?

You can use alternatives like "gathered by", "collected by", or "acquired by" depending on the context.

Is it better to say "accumulated by" or "gathered by"?

Both "accumulated by" and "gathered by" are correct, but "accumulated by" implies a gradual increase over time, while "gathered by" suggests collecting from different places. Choose the one that best fits your meaning.

What's the difference between "accumulated by" and "concentrated by"?

"Accumulated by" means gradually gathered or increased, whereas "concentrated by" means focused or intensified in a specific location or form. The processes and results are quite different.