at aggregate level

USAGE SUMMARY

The phrase "at aggregate level" is correct and usable in written English.
It is typically used in contexts involving data analysis, statistics, or discussions about overall trends rather than individual cases. Example: "The results of the survey indicate a positive trend at aggregate level, suggesting that the majority of participants support the new policy."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

DI notes that at aggregate level, funding for nutrition is targeted at the 36 countries where 90% of stunted (low weight to height) children live.

The Guardian

Interpreting the results, even at aggregate level, is complicated by the fact that they are arrived at using data from the end of 2013 and much has happened since then.

The Economist

Model 6: with the dependent variable as the VAS value rescaled at aggregate level using mean values with a constant term in the model.

Health Economics Review

Model 5: with the dependent variable as 1 –VAS value rescaled at aggregate level using mean values with no constant term in the model.

Health Economics Review

To compare these two approaches, regression analyses were run on VAS values transformed at the level of the individual and at aggregate level.

Health Economics Review

Testing models 3 through 6 allowed a comparison of the performance of models with and without the constant term, as well as with VAS values transformed at the level of the respondent and at aggregate level.

Health Economics Review

Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

Additional interpretations have been identified at aggregate levels, like e.g. social groups, institutions, scientific communities or even countries citing each other.

EPJ Data Science

We also recommend that constructing measures based on relationships among items or among scales at aggregate levels offers an approach to studying organizational culture that is distinct from organizational climate.

The Leadership Quarterly

This study found evidence of weak seasonality, most apparent at aggregate levels including both ages and sexes.

BMC Health Services Research

At the aggregate level, and looking at it from a long-term perspective, much of the wealth that gets created is illusory: it's simply a transfer to current homeowners from future buyers.

The New Yorker

Conversely, Bernard and Jones (1996) found convergence at the aggregate level but not at the disaggregate.

Journal of Economic Structures

Expert writing Tips

Best practice

When using "at aggregate level", ensure it's clear what data or units are being combined. This helps avoid ambiguity and strengthens the analysis.

Common error

Avoid using "at aggregate level" when you actually mean "on average". Aggregation involves combining data, while averaging calculates a central tendency. Using the terms interchangeably can mislead readers.

Linguistic Context

The phrase "at aggregate level" primarily functions as an adverbial phrase, modifying a verb or clause to indicate the scope or perspective of an analysis or observation. Ludwig AI's examples show it's used to specify that the analysis is performed on combined data rather than individual data points.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

18%

Formal & Business

7%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "at aggregate level" is a grammatically correct and usable phrase, as confirmed by Ludwig AI. It's primarily used in formal, scientific, and analytical contexts to specify that data is being analyzed in a combined or summarized form, rather than individually. While uncommon, it effectively communicates the scope of the analysis. When using this phrase, ensure clarity about the data being aggregated and avoid confusing it with terms like "on average". Alternatives include "overall", "in broad terms", and "on a macro scale".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

at the macro level

Synonymous substitution, emphasizes a broader view.

on a macro scale

Replaces "aggregate" with "macro," focusing on large-scale observation.

in broad terms

Focuses on general trends rather than specific details.

taken as a whole

Focuses on complete consideration.

overall

Simple and direct, emphasizing the complete picture.

in the big picture

Idiomatic expression for considering the whole context.

in summary

Highlights a condensed overview of information.

in general

Denotes a lack of specificity.

collectively

Emphasizes the combination of individual elements.

on average

Highlights a summarized numerical perspective.

FAQs

How can I use "at aggregate level" in a sentence?

Use "at aggregate level" to describe analyses or trends observed when data is combined, rather than considered individually. For example: "At aggregate level, the rainfall–mortality association is statistically weak."

What does "at aggregate level" mean?

It means considering data or results in a combined or summarized form, rather than focusing on individual data points. It emphasizes a broader view or overall trend.

What is a good alternative to "at aggregate level"?

Depending on the context, you could use alternatives like "overall", "in broad terms", or "on a macro scale".

Is it better to analyze data at an aggregate level or individually?

It depends on your research question. Analyzing "at aggregate level" can reveal overall trends, while individual-level analysis can identify specific patterns or exceptions. Both approaches offer unique insights.