based on disaggregated data

USAGE SUMMARY

The phrase "based on disaggregated data" is correct and usable in written English.
It can be used when discussing conclusions, analyses, or decisions that rely on data that has been broken down into smaller, more detailed components. Example: "The report's findings are based on disaggregated data, allowing for a more nuanced understanding of the trends."

✓ Grammatically correct

Science

Formal & Business

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The children's agency went on to call for the rapid implementation of a short-term response to counter malnutrition, based on disaggregated data and coordinated between the Government and partners.

UNICEF

"This includes implementing comprehensive risk assessments based on disaggregated data, strengthening and decentralizing primary health care systems, prioritizing disaster preparedness in schools and in the education curricula, and improving social safety nets available to children and women who would be most vulnerable should disaster strike".

Unicef

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

PROGRAMME STRUCTURE The programme details three main results to be achieved by 2016: (a)   Equity-sensitive national policies, programmes and budget allocations are made based on reliable, disaggregated data  reflecting the  actual situation of girls and boys and their families in line with the CRC, CEDAW and the Millennium Development Goals.

Unicef

A powerful system for tracking human development (based on DevInfo.org) now includes disaggregated data, including by gender, wealth quintile and other dimensions.

Unicef

Most studies (e. g., [3, 4, 8, 10, 21, 34]) are based on disaggregate discrete choice modelling of household behaviour.

European Transport Research Review

Their modelling approach handles information on geographically disaggregated data on renewable energy potentials (biomass, solar energy, geothermal energy, ambient heat) on the one hand, and geographically disaggregated information on heating demand on the other.

Biomass and Bioenergy

This finding should be interpreted with caution, however, as the data are not able to be disaggregated based on students' sexual orientations.

HuffPost

In tier 3, countries use advanced estimation approaches that may involve complex models and highly disaggregated data including detailed maps based on remote sensing as well in-situ measurements.

Carbon Balance and Management

The base-case analysis will consider the costs and consequences of direct access to MRI, reporting disaggregated data on incremental costs and on the broad range of consequences.

BMC Health Services Research

The reason for including perinatal mortality as an outcome was based on the fact most of the studies do not report disaggregated data for stillbirths but do that by combining stillbirths with early neonatal deaths (i.e. perinatal mortality).

BMC Public Health

We excluded studies which did not present disaggregated data on diabetes (e.g. studies on chronic disease including diabetes).

Globalization and Health

Expert writing Tips

Best practice

Always cite the source of the disaggregated data to maintain transparency and allow others to verify your analysis.

Common error

Avoid overstating the significance of findings "based on disaggregated data" without acknowledging potential limitations, such as sample size or statistical power. Be transparent about the scope of the analysis.

Linguistic Context

The phrase "based on disaggregated data" functions as a prepositional phrase, modifying a noun or clause to indicate the evidentiary foundation of a claim or analysis. Ludwig provides examples where it signals that conclusions are derived from a specific type of detailed information.

Expression frequency: Rare

Frequent in

Science

50%

Formal & Business

33%

News & Media

17%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "based on disaggregated data" is a prepositional phrase used to indicate that a conclusion or analysis is founded upon detailed, segmented data. According to Ludwig, the phrase is grammatically correct, but relatively rare. It functions to establish credibility and transparency, often appearing in formal and scientific contexts. While alternatives like "derived from granular data" exist, understanding the importance of specifying the evidentiary basis of one's claims is important.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from granular data

Changes the adjective to describe the data's level of detail.

informed by segmented data

Replaces "based on" with "informed by" and "disaggregated" with "segmented".

utilizing detailed data

Focuses on the action of using data that is already detailed.

relying on fine-grained data

Emphasizes the precision of the data used.

predicated on itemized data

Uses "predicated on" to suggest a foundational dependency on specifically itemized data.

founded on stratified data

Suggests the data has been organized into layers or levels.

grounded in decomposed data

Implies the data has been broken down into its constituent parts.

stemming from unbundled data

Suggests the data was originally bundled but has been separated for analysis.

drawing from discrete data points

Highlights the use of individual, distinct data points.

hinging on data broken down into segments

Uses the idiom "hinging on" to emphasize a critical dependency, and rephrases the type of data.

FAQs

How can I effectively use "based on disaggregated data" in a sentence?

Use "based on disaggregated data" when your analysis or conclusion relies on data that has been broken down into smaller, more detailed categories. For example, "The marketing strategy was "based on disaggregated data" showing regional preferences for specific product features."

What are some alternatives to "based on disaggregated data"?

Alternatives include "derived from granular data", "informed by segmented data", or "utilizing detailed data", depending on the specific nuance you want to convey.

What does "disaggregated data" actually mean?

"Disaggregated data" refers to data that has been broken down into detailed subcategories or segments. This allows for a more granular analysis compared to aggregated or summary data.

Why is it important to use disaggregated data in analysis?

Using disaggregated data can reveal disparities and patterns that would be hidden in aggregated data. For example, analyzing income data disaggregated by gender and race can expose inequalities that would not be apparent from overall averages.