accumulated according to

USAGE SUMMARY

The phrase "accumulated according to" is correct and usable in written English.
It can be used when describing how something has been gathered or collected based on specific criteria or guidelines. Example: "The data was accumulated according to the established protocols for research."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

When Kendra Wright's husband, Nathan, was unemployed for a month in 2009, the couple, who live in St .George, Utah, fed their five children the freeze-dried food they'd accumulated according to their Mormon faith.

The New York Times

Fatigue damage is accumulated according to Palmgren-Miner hypothesis and the standard fatigue characteristic of the material, rescaled with use of the considered energy parameter.

International Journal of Fatigue

Fifa ranking points are accumulated according to results, the importance of the matches played and the strength of the opposing teams.  .

BBC

The Fifa world rankings are compiled every month, with ranking points accumulated according to results, the importance of the matches played and the strength of opposing teams.

BBC

Then the charging load of the CS can be accumulated according to the charging conditions (charging type and its unit charging power) of the charging devices.

Journal of Modern Power Systems and Clean Energy

Detergent-resistant membranes accumulated according to their density at the interface between the 30 and 5%% sucrose layer after ultracentrifugation.

Basic Research in Cardiology

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

A preliminary investigation suggests that miners may have broken through to an adjacent subterranean pit where water had been accumulating, according to the official Xinhua news service.

The New York Times

Moreover, estimation of a robot's position is not easy; without additional sensors, this estimation includes errors, and these errors accumulate according to increments in moving distance.

ROBOMECH Journal

Ward wrote that parts or all of the mine "were ordered closed more than 60 times in 2009 and 2010, and the mine was repeatedly cited in recent months for allowing potentially explosive coal dust to accumulate, according to newly released government documents".

Huffington Post

Equation (5) reflects the assumption that the damage accumulates according to the multiplicative degradation process described above with a time-to-failure α = α(t) modeled as a lognormal (term − αN in (4), and the respective term αN in (5)).

BioMed Research International

Given this difference and since urines are the only of the two sample types where both intact and cleaved suPAR accumulate according to published data [ 30], we measured only urinary suPAR for the remaining patients.

BMC Cancer

Expert writing Tips

Best practice

Always specify the source or method when using "accumulated according to". This clarifies how the accumulation occurred and enhances the credibility of your statement.

Common error

Avoid using "accumulated according to" without clearly specifying the criteria or standard used for accumulation. For example, instead of saying "Debt was accumulated according to certain factors", specify "Debt was accumulated according to interest rates and repayment schedules".

Linguistic Context

The phrase "accumulated according to" functions as a prepositional phrase modifying a verb or noun, specifying the criteria or method by which something has been gathered or increased. As seen in Ludwig's examples, it provides context for how accumulation occurred.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "accumulated according to" is a grammatically correct prepositional phrase used to specify the methodology or criteria by which something has been gathered or increased. Ludwig AI indicates that it is most suitable for formal contexts, particularly in scientific and news writing. To ensure clarity, always specify the criteria used when employing this phrase. While "accumulated according to" may not be used as frequently as some other phrases, when writing in a more formal context, this phrase allows you to emphasize the specific ways something has increased or been added to. Be sure to use "gathered in accordance with", "collected based on", or "determined by" to convey a similar meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

gathered in accordance with

Emphasizes compliance with a set of rules or regulations.

collected based on

A more straightforward alternative, focusing on the act of gathering data according to certain criteria.

accrued following

Implies a gradual accumulation that adheres to a specific sequence or protocol.

compiled under

Suggests that information was put together systematically under a particular set of principles or guidelines.

determined by

Indicates that the amount or extent is established or decided by a specific factor or standard.

calculated using

Focuses on the mathematical or computational process used to arrive at a total or amount.

assessed via

Emphasizes the method or tool used to evaluate and accumulate a value or quantity.

derived from

Highlights the source or origin from which the accumulated amount is obtained.

obtained conforming to

Specifies that the accumulation process adhered to a particular standard or requirement.

developed adhering to

Suggests a growth or progression that is strictly following a set of procedures.

FAQs

How can I use "accumulated according to" in a sentence?

You can use "accumulated according to" to describe data, debt, or other quantities that have been gathered or increased based on specific rules or methods. For example, "The data was "collected according to" established scientific protocols".

What are some alternatives to "accumulated according to"?

Alternatives include phrases like "gathered in accordance with", "collected based on", or "determined by", depending on the specific context.

Is "accumulated according to" formal or informal?

"Accumulated according to" is generally considered a formal phrase, suitable for academic, scientific, or professional writing. In more casual contexts, simpler alternatives like "based on" might be preferable.

What's the difference between "accumulated according to" and "accumulated based on"?

While both phrases are similar, "accumulated according to" often implies a more structured or rule-driven process, whereas "accumulated based on" may suggest a less rigid set of criteria. In many contexts, they are interchangeable, but "accumulated according to" lends itself to more formal writing.