by levels of

USAGE SUMMARY

The phrase "by levels of" is correct and usable in written English.
It can be used to describe a categorization or classification based on different degrees or stages of a particular quality or characteristic. Example: "The study analyzed the participants' responses by levels of engagement in the activity."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"They are influenced by levels of poverty.

The New York Times

It is constructed by levels of rings.

Optics Communications

This association was partially mediated by anxiety and moderated by levels of callous-unemotional traits.

Harvard University

They argued that "many people were now far more worried by the problems of unemployment than by levels of tax".

The Guardian

Much of the Chinese landscape is now poisoned by levels of pollution found in few other places in the world.

The New York Times

Some people are disabled by levels of depression that others can handle, and some contrive to function despite serious symptoms.

The New Yorker

How much of it is an illusion, created by levels of borrowing – financial and ecological – that cannot be sustained?

The Guardian - Opinion

The association of trauma and paranoia was explained by levels of anxiety.

Psychiatry Research

Wear is controlled by levels of cross-shear motion and contact stress.

Journal of Biomechanics

Platelet activation was determined by levels of platelet factor 4 and β thromboglobulin.

The American Journal of Cardiology

We still haven't met our goal of going a full year with satisfactory air quality measured by levels of the six worst pollutants in the air.

The New York Times

Expert writing Tips

Best practice

When using "by levels of", ensure the criteria for each level are clearly defined. This enhances clarity and avoids ambiguity in your analysis or description.

Common error

Avoid defining levels inconsistently. Ensure that the criteria for distinguishing between levels are uniform and logical, maintaining a coherent and understandable progression or categorization.

Linguistic Context

The phrase "by levels of" functions primarily as a prepositional phrase modifying a verb or noun. Ludwig AI affirms that it introduces a method of categorization or analysis based on different degrees or stages. Examples from the search data show its use in various contexts, such as describing policy outcomes or levels of pollution.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

31%

Academia

10%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "by levels of" is a versatile prepositional phrase used to indicate categorization or analysis based on varying degrees. Ludwig AI validates its correctness and common usage, with occurrences spanning across diverse domains such as science, news, and academia. While grammatically sound and widely accepted, it's crucial to define the criteria for each level to maintain clarity. Alternative phrases like "according to degrees of" or "based on tiers of" offer similar meaning but may imply slightly different nuances. As such, while consistently applicable, thoughtful usage ensures optimal communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to degrees of

This alternative uses "according to" to introduce the varying degrees, implying a structured evaluation based on those degrees.

based on tiers of

This alternative suggests a hierarchical structure, where levels are organized into distinct tiers.

categorized by grades of

This phrase specifically refers to categorization using a grading system, indicating a specific type of assessment.

sorted by ranks of

This suggests a ranking order, implying a comparative arrangement from highest to lowest.

classified by stages of

This indicates a process or development, where different levels represent different points in time or progress.

differentiated by extents of

This option emphasizes differences in magnitude or scope.

grouped by magnitudes of

This highlights that the grouping of something depends on its size.

divided by quantities of

This suggests splitting items based on the amounts or numbers involved.

measured by intensities of

This is more specific, suggesting a measurement based on strength or force.

assessed by degrees of

This alternative emphasizes evaluating something based on how much of it is present or its characteristics.

FAQs

How can I use "by levels of" in a sentence?

You can use "by levels of" to categorize or analyze data. For example, "The participants were grouped "by levels of" income" or "The impact of exercise was measured "by levels of" endurance".

What are some alternatives to "by levels of"?

Alternatives include phrases like "according to degrees of", "based on tiers of", or "categorized by grades of", depending on the specific context.

Is it correct to say "according to level of" instead of "by levels of"?

While "according to level of" can be grammatically correct, it is more common to use "by levels of" when referring to multiple categories or degrees. "According to level of" is more appropriate when referring to a single category.

What is the best way to ensure clarity when using "by levels of"?

To ensure clarity, clearly define the criteria for each level. This prevents ambiguity and ensures that your audience understands how the categories are distinguished.