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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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according to consumption

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "according to consumption" is correct and usable in written English.
It can be used when discussing data, statistics, or trends that are based on or influenced by consumption patterns. Example: "The report indicates that the sales figures have increased according to consumption trends observed over the past year."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In [26], customers are grouped according to consumption similarities, and system load forecasting is improved by combining the forecasting results of each group.

Body mass index did not substantially differ according to consumption.

Although our primary analyses focused on diet soda intake, we also estimated corresponding risks for metabolic syndrome and type 2 diabetes according to consumption of sugar-sweetened soda.

11 Considering the importance of n-3 series PUFA consumption in the diet, the purpose of this study was to investigate the effect of linseed oil supplementation associated with nutritional guidelines on the lipid profiles of older adults according to consumption of saturated fat.

Mean values used to estimate fluoride intake according to consumption of different foods and beverages (kilograms/child/day), proportions of different ingredients in each food/beverage consumed (percent), and fluoride concentrations in each ingredient and in drinking and cooking water (by village) are provided in Supplemental Material, Table 1 (doi:10.1289/ehp.1002365).

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

As shown in Fig. 1, we untangle the links between mining countries and both Japan and countries who import products made in Japan according to consumption-based thinking in order to clarify the attribution of the responsibility for environmental impacts in mining and material processing countries.

Carbonated beverages consumption differed according to the consumption location: they were consumed at away lunches by 16% of toddlers, compared with 3% at home and none at day care.

Dietary questionnaires such as the FFQs are generally more valuable for ranking study participants according to their consumption than for measuring exact consumption levels.

Characteristics that differed according to rice consumption status included race/ethnicity and seafood consumption status (Table 1).

The proposed method uses the K-means algorithm to segment consumption groups based on consumption intensity and representative patterns and ranks the groups according to daily consumption.

According to DDD/1000/day, consumption of the generic agent fluoxetine significantly exceeded consumption of the brand name drug (4.06:0.22).

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Expert writing Tips

Best practice

When using "according to consumption", ensure you clearly define what type of consumption you are referring to (e.g., energy consumption, food consumption) to avoid ambiguity.

Common error

Avoid using "according to consumption" when you actually mean "related to production" or "influenced by demand". Consumption specifically refers to the act of using goods and services, not the creation or need for them.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

80%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "according to consumption" functions as a prepositional phrase, modifying a verb or noun by indicating a relationship of dependence or calculation based on the act of consuming. Ludwig examples show its use in various contexts, such as energy billing or dietary analysis.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "according to consumption" functions as a prepositional phrase indicating dependence or calculation based on usage. Ludwig AI confirms its grammatical correctness and usability across various contexts. While predominantly found in scientific and news-related sources, its formality level is neutral. When using this phrase, clarity is key: specify the type of consumption to avoid ambiguity. Similar phrases include "based on consumption" and "dependent on consumption rates".

FAQs

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

You can use "according to consumption" to indicate that something varies or is determined by the amount of something that is used. For example, "Energy bills are calculated "based on usage" according to consumption."

What phrases are similar to "according to consumption"?

Is it correct to say "in accordance to consumption" instead of "according to consumption"?

While "in accordance with" is a valid phrase, "according to" is more commonly used when referring to a measurement or calculation that is directly related to consumption. "In accordance with" implies adherence to a rule or standard.

What's the difference between "depending on consumption" and "according to consumption"?

"Depending on consumption" implies that something is contingent on the amount consumed, while "according to consumption" implies a direct relationship or calculation based on the amount consumed. They are similar, but "according to" suggests a more precise measurement.

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Real-world application tested

Most frequent sentences: