based on their exposure

USAGE SUMMARY

The phrase "based on their exposure" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or assessments that are influenced by someone's experiences or interactions with a particular subject or environment. Example: "The researchers categorized the participants' responses based on their exposure to different cultural contexts."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

In addition to the travel restrictions, most banks and companies have segregated employees based on their exposure to SARS to minimize the risk of a worker's falling ill, resulting in a quarantine that would shut down the business.

The New York Times

It upgraded both Go-Ahead - up 35p to £16.01 - and Stagecoach - 5p higher at 335.3p - from neutral to overweight, based on their exposure to the deregulated UK bus market and the benefits of the country's improving economy.

The Guardian - Business

They compared the outcomes for women based on their exposure to garment factory work, taking into account their commuting distance to a garment factory and the date on which the first factories opened close to each village.

Yale University

When they separated the children into groups, based on their exposure to analgesics in their first year of life, the researchers found that those with the highest exposure had a greater likelihood of developing asthma by age 7, a result consistent with earlier reports.

The New York Times

This mechanism analyzes passengers' comfort level based on their exposure to vibrations to classify drivers as cautious or reckless.

Journal of Internet Services and Applications

Walter posits the entity needs radiation, and chooses its victims based on their exposure levels.

Wikipedia

Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

Then, after identifying these risks, based on their exposures and own health status, they will either not buy the product or implement an effective and scientifically proven risk mitigation strategy.

Environmental Sciences Europe

We used qRT-PCR to validate three genes selected based on their exposure-induced fold change magnitudes.

Environmental Health Perspectives

Cases were thus classified into eight mutually exclusive exposure groups based on their highest exposure category irrespective of duration.

British Journal of Cancer

This manipulation resulted in four groups of pups, based on their BPA exposure, BPA-BPA: both prenatal and postnatal exposure to BPA, BPA-N: only prenatal exposure, N-BPA: only postnatal and N-N: no BPA exposure.

Environmental Health: A Global Access Science Source

The HR evaluated at this exposure contrast approximates the average of the HRs among all subjects based on their individual exposure to either a single pollutant or multiple pollutants, and thus represents the relative risk for the cohort as whole.

Environmental Health Perspectives

Expert writing Tips

Best practice

When using "based on their exposure", clearly define what type of exposure you are referring to (e.g., environmental, social, professional) to provide context and avoid ambiguity.

Common error

Avoid assuming direct causation solely "based on their exposure". Correlation does not equal causation; consider other contributing factors and conduct thorough analysis to support your claims.

Linguistic Context

The phrase "based on their exposure" functions as a prepositional phrase, modifying a verb or noun to indicate the rationale or foundation for an action, assessment, or categorization. Ludwig shows its use in academic, news, and business contexts.

Expression frequency: Common

Frequent in

Science

40%

News & Media

30%

Academia

20%

Less common in

Formal & Business

10%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "based on their exposure" is a grammatically sound prepositional phrase used to justify or explain something by referring to individuals' interactions or experiences. Ludwig AI confirms that this phrase is most commonly found in scientific, news, and academic contexts. While generally considered neutral, it often adopts a slightly formal tone, especially in scientific writing. When using this phrase, ensure clarity by specifying the type of exposure and avoiding unwarranted assumptions of direct causation. Alternative phrases such as "depending on their contact" or "according to their experience" can be used to fine-tune the meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

depending on their contact

Replaces "exposure" with "contact", focusing on the physical interaction or connection.

according to their experience

Substitutes "exposure" with "experience", emphasizing the knowledge or skill gained.

in light of their interactions

Replaces "based on" with "in light of" and "exposure" with "interactions", suggesting consideration of their experiences.

considering their involvement

Replaces "exposure" with "involvement", highlighting their participation or engagement.

given their vulnerability

Shifts the focus to susceptibility rather than simple exposure.

informed by their participation

Highlights how involvement shapes the result.

influenced by their engagement

Emphasizes how active participation affects the outcome.

derived from their connection

Focuses on the relationship as the origin of the result.

stemming from their interface

Highlights the point of contact or interaction.

resulting from their introduction

Emphasizes the initial encounter or presentation.

FAQs

How can I use "based on their exposure" in a sentence?

You can use "based on their exposure" to indicate that an assessment or decision is informed by someone's interactions or experiences. For example, "The risk assessment was conducted "based on their exposure" to hazardous materials."

What are some alternatives to saying "based on their exposure"?

Alternatives include "depending on their contact", "according to their experience", or "in light of their interactions", depending on the specific context.

Is it better to use "based on their exposure" or "due to their exposure"?

"Based on their exposure" suggests that exposure is a factor in a decision or assessment, while "due to their exposure" implies a direct causal relationship. Choose the phrase that accurately reflects the relationship you are describing.

What's the difference between "based on their exposure" and "based on their experience"?

"Based on their exposure" refers to contact or interaction with something, while "based on their experience" refers to knowledge or skill gained over time. Exposure can contribute to experience, but they are not always synonymous.