explain based on

USAGE SUMMARY

The phrase "explain based on" is a grammatically correct and commonly used phrase in written English.
You can use it when you want to provide an explanation or reasoning for something by drawing upon a specific basis or source of information. For example: - Please explain your reasoning for choosing this course of action based on our company's values and goals. - The scientists were able to explain the phenomenon based on their research findings. - Can you explain the concept of evolution based on your understanding of biology? - Our decision will be based on the evidence presented, so please explain your findings thoroughly. - The teacher asked the students to explain their answers based on the instructions given in the textbook.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

The fact that there is often some observed phenotype (e.g., a clinical parameter) that one would like to explain based on systems-scale data (e.g., transcriptomics) only further supports the idea of using classifiers as the basis for network learning: the systems-scale data can be used to "classify" the observed phenotype and lead to the learning of a network.

BMC Systems Biology

The other way to explain based on histograms is that many original histogram bins grouped into one bin after enhancement can be the reason of the decrement in the DE values for over-enhanced images.

EURASIP Journal on Image and Video Processing

Such commissions -- in contrast to normal commissions of pennies a share -- are hard to explain based on normal business practices.

The New York Times

That's hard to explain based on the $4000 to $5000 monthly salary that the son, Teodoro Nguema Obiang, makes in his official job as minister of forestry, fisheries, and the environment, says Global Witness.

Science Magazine

It should also be emphasized that it was not possible to explain, based on the epidemiological and clinical characteristics assessed, which 2-week non-improvers would tend towards remission and which would show a partial or full response.

European Psychiatry

But sometimes, the faults slip farther than scientists can explain based on their understanding of friction.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

"People judge Ted," Henning Jocelyn explains, "based on what happened to him.

The Guardian

He will use them, he explained, based on the other team's lineup and the amount of rest each pitcher has had.

The New York Times - Sports

These relationships can be explained based on Eq. (6).

International Journal of Coal Science & Technology

These results are well explained based on the TMM simulation.

Nanoscale Research Letters

This observation can be explained based on two factors.

Nano-Micro Letters

Expert writing Tips

Best practice

In scientific writing, ensure the 'basis' (the noun following 'on') is a concrete dataset or observation to maintain technical precision.

Common error

Avoid using "explain based on" when the following information is merely a personal feeling or speculation. In such cases, prefer phrases like "suggest that" or "propose that" to avoid misrepresenting a guess as a data-driven fact.

Linguistic Context

The phrase "explain based on" functions as a complex predicate that combines a transitive verb of communication with a restrictive prepositional phrase. It serves as a logical bridge, establishing that the explanatory content is derived directly from specific parameters. In the examples provided by Ludwig, it often connects a high-level observation to low-level data points.

Expression frequency: Common

Frequent in

Science

75%

News & Media

15%

Formal & Business

10%

Less common in

Social Media

2%

Wiki

5%

Encyclopedias

3%

Ludwig's WRAP-UP

In conclusion, "explain based on" is a robust and essential phrase for anyone writing in a professional or academic capacity. As confirmed by Ludwig AI, it is grammatically perfect and serves as a vital tool for connecting abstract explanations to concrete evidence. Its prevalence in prestigious sources like The New York Times and various Nature journals underscores its reliability. Writers should use it when they want to demonstrate that their reasoning is not just an opinion, but a logical conclusion drawn from specific, cited data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

account for using

Focuses more on providing a reason or rationale for a specific portion of data.

interpret through

Suggests a more analytical approach, often involving a specific lens or framework.

clarify in light of

Emphasizes making a situation clearer given new or existing information.

justify with

Specifically used when providing a defense or logical support for a claim.

elucidate by referencing

A highly formal academic alternative that emphasizes making something complex understandable.

rationalize on the basis of

Often implies providing a logical framework for a specific behavior or outcome.

describe according to

More focused on the structural or procedural description rather than deep reasoning.

attribute to

Focuses strictly on the causal link between the result and the basis.

illustrate with

Uses specific examples or data as the foundation for the explanation.

analyze in relation to

Suggests a comparative study between the phenomenon and the basis.

FAQs

How to use "explain based on" in a sentence?

You can use it to link an action to its evidence, such as: "The researchers were able to "explain based on" the new findings why the reaction occurred."

What can I say instead of "explain based on"?

Depending on the context, you can use alternatives like "account for using", "interpret through", or "rationalize on the basis of".

Is "explain based on" correct in academic writing?

Yes, it is highly appropriate for academic contexts. According to Ludwig, it is frequently used in journals like Nature and BMC Systems Biology to connect theories to empirical data.

What is the difference between "explain based on" and "explain according to"?

While similar, ""explain based on"" implies the data is the foundational evidence, whereas "explain according to" often suggests the information is being reported from a specific source or authority.