disaggregation according to

USAGE SUMMARY

The phrase "disaggregation according to" is correct and usable in written English.
It can be used when discussing the separation or breakdown of data or information based on specific criteria or categories. Example: "The report includes a disaggregation according to age groups to better understand the demographic trends."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Due to sample size problems, it was only possible to assess the robustness of the overall migrant coefficients for males and females as any further disaggregation, according to either date of arrival or country of origin, was not feasible.

IZA Journal of Migration

An individual disaggregation, according to the home location or characteristics of the mobility network, confirms the previous hypothesis (see Figures 3(b) and (c), and Additional file 1 for further details).

EPJ Data Science

Special attention to TB rates in children [ 77], disaggregation according to risk profile, and monitoring of people receiving LTBI treatment can also help determine trends in transmission and incidence, and help assess impact and refine intervention packages.

European Respiratory Journal

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The flexible structure of a SAM can be modified to include disaggregation of flows according to the aim of the research.

Financial Innovation

The disaggregation of deaths according to calendar month is shown in Figure 2. The death rates show a 'U-shaped' curve, being elevated above the emergency thresholds in February, dropping below-emergency levels between March and May, and rising to above-emergency levels again by July.

Conflict and Health

Application is illustrated for system reliability analysis; disaggregations of failure according to human error, random error or "act of God"; estimation of errors in the normal tail approximation; and fast probability integration of piecewise normal distributions.

Structural Safety

The latter is used for sectoral labour income disaggregation by skill level according to the National Occupational Classification (NOC) matrix15.

IZA Journal of Labor Policy

Disaggregation of this data according to type of sexual violence revealed important patterns of attack.

Conflict and Health

Given the global focus on health equity [ 41], the rarity of disaggregation of indicator data according to equity categories was concerning.

Health Research Policy and Systems

Although improvements to the adaptive capacity through disaggregation of some categories according to age groups and, especially, the number of acute episodes in paediatric patients would be necessary to reduce intra-group variation.

BMJ Open

The ACG system is an appropriate manner of classifying patients in routine clinical practice in primary healthcare centres in Catalonia, although improvements to the adaptive capacity through disaggregation of some categories according to age groups and, especially, the number of acute episodes in paediatric patients would be necessary to reduce intra-group variation.

BMJ Open

Expert writing Tips

Best practice

When using "disaggregation according to", ensure that the criteria for disaggregation are clearly defined and consistently applied throughout your analysis for clarity and accuracy.

Common error

Avoid vague or ambiguous criteria for disaggregation. Clearly define the categories or attributes used to ensure consistent and meaningful results. For example, instead of saying "disaggregation according to various factors", specify "disaggregation according to age, gender, and income level."

Linguistic Context

The phrase "disaggregation according to" functions as a prepositional phrase, often used to specify the criteria by which data or information is divided or categorized. Ludwig's examples show this phrase being used in scientific and research contexts to indicate how data is analyzed.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

20%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "disaggregation according to" is a prepositional phrase used to specify the criteria by which data or information is divided or categorized. As Ludwig AI confirms, this phrase is grammatically correct. It's commonly used in scientific, academic, and analytical contexts to provide clarity on how data is segmented for detailed examination. While alternatives like "breakdown by" or "segmentation based on" exist, "disaggregation according to" offers a formal tone suitable for technical or research-oriented documents. Ensure clear definitions of disaggregation criteria and avoid vague language to maintain precision. This phrase enhances analytical reports, contributing to a more insightful examination of patterns often missed in aggregated data. Ludwig's examples illustrate its application in various scientific and research fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

classification according to

This alternative emphasizes a systematic arrangement into groups based on established criteria, often used in scientific or academic contexts.

breakdown by

This alternative uses simpler terms to indicate a division based on specific categories, emphasizing the act of separating something into its components.

division based on

This phrase indicates a partitioning of a whole into smaller parts according to certain rules or features, focusing on the result of the division.

segmentation based on

This suggests a more formal and structured division of data into distinct segments, highlighting the criteria used for categorization.

categorization by

This highlights the act of assigning items to categories based on shared characteristics, focusing on the classification process.

separation by

This indicates a clear division into distinct parts, emphasizing the act of isolating elements based on certain attributes.

grouping by

This suggests organizing items into clusters based on shared traits, highlighting the collective aspect of categorization.

stratification by

This implies a hierarchical arrangement into layers or levels based on specific characteristics, often used in statistical analysis or social sciences.

analysis by

This alternative indicates a detailed examination of data when divided according to certain variables, focusing on the investigative aspect.

differentiation by

This suggests distinguishing between items based on their unique attributes, emphasizing the act of recognizing differences within a set.

FAQs

How can I use "disaggregation according to" in a sentence?

You can use "disaggregation according to" to describe how data is broken down based on specific criteria. For example, "The survey data was analyzed with a "disaggregation according to" age and gender to identify specific demographic trends."

What are some alternatives to "disaggregation according to"?

Alternatives include "breakdown by", "segmentation based on", or "categorization by", depending on the specific nuance you want to convey.

What does "disaggregation" mean in the context of data analysis?

"Disaggregation" refers to the process of breaking down aggregated data into more detailed levels. This allows for a more nuanced understanding of underlying patterns and trends.

Why is data disaggregation important?

Data disaggregation is crucial for identifying disparities and inequalities within a population. By breaking down data according to factors like age, gender, or socioeconomic status, analysts can reveal hidden trends that would be masked in aggregated data.