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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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at population level

Grammar usage guide and real-world examples

USAGE SUMMARY

"at population level" is correct and usable in written English.
You can use it when you want to refer to the population of a certain area or group as a whole. For example, "We need to consider the potential health risks of this new food product at population level."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Almost certainly it is at population level also [5,6].

At population level, migraine caused most disability (0.81 %).

"When addressing the gap in representation in the population, we need to look at population level differences in distributions.

News & Media

TechCrunch

The overall fixation index (FST) showed a moderate rate of differentiation at population level (5.9%).

A high frequency growth variability at population level was detected when trees establishment happened.

Well-designed RCTs are not easy to conduct at population level.

At population level, these disorders were responsible for reduced functional capacities of 0.81, 0.06 and 0.20%%.

These individual losses allow estimates of the corresponding losses at population level.

Digital disease detection has a public function that is to improve health at population level.

On the other hand, we're seeing increasing levels of obesity and less exercising at population level".

News & Media

BBC

In a primary care setting, STOPP/START can estimate PIP prevalence and related factors at population level.

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Expert writing Tips

Best practice

When using "at population level", ensure your data and analysis reflect trends and patterns across the entire group, not just individual cases. This phrase is most effective when discussing public health, epidemiology, or large-scale social phenomena.

Common error

Avoid assuming that a relationship observed "at population level" automatically applies to every individual within that population. Ecological fallacy can lead to misinterpretations and incorrect conclusions. For example, a risk factor prominent at population level may not be relevant for a specific person.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "at population level" functions as an adverbial phrase, modifying verbs or clauses to specify the scope or perspective of an action or observation. It indicates that something is being considered or measured across an entire population, as confirmed by Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

88%

News & Media

9%

Formal & Business

3%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "at population level" is a prepositional phrase used to denote that an analysis, effect, or intervention is considered for an entire population, rather than individual instances. Ludwig AI confirms its grammatical correctness and usability in written English. The phrase is most commonly found in scientific and academic contexts, emphasizing its suitability for formal communication. When using this phrase, it's important to ensure your claims reflect data and trends across the entire population, while also recognizing that population-level effects may not apply uniformly to every individual.

FAQs

How do you use "at population level" in a sentence?

Use "at population level" to describe effects, trends, or interventions that are observed or applied to an entire population. For example, "Vaccination programs are evaluated for their effectiveness "at population level" by monitoring disease incidence rates".

What is a good substitute for "at population level"?

Alternatives to "at population level" include phrases like "across the population", "on a population-wide scale", or "in the general population", depending on the specific nuance you want to convey.

When is it appropriate to use "at population level" versus "at individual level"?

"At population level" is appropriate when discussing broad trends, public health outcomes, or societal impacts. "At individual level" is used when focusing on personal experiences, clinical assessments, or personalized interventions. The factors that affect consumption "at population level" are not the same "at individual level".

What does it mean to analyze data "at population level"?

Analyzing data "at population level" involves examining aggregated data from a large group to identify trends, patterns, and statistical significance. This approach is commonly used in epidemiology, public health research, and social sciences to understand broader impacts and outcomes.

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Source & Trust

83%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: