lack of disaggregated data

USAGE SUMMARY

The phrase "lack of disaggregated data" is correct and usable in written English.
It can be used when discussing the absence of detailed or broken-down data that is necessary for analysis or decision-making. Example: "The lack of disaggregated data makes it difficult to identify the specific needs of different demographic groups."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

Formally, lack of disaggregated data such as firm level data makes traditional (aggregated) country level or industry level analysis applied.

Journal of Economic Structures

The second challenge is the lack of disaggregated data and the consistency of existing data in nodes (i.e., the transshipment areas) and links (i.e., the rail and barge operators).

Journal of Transport Geography

Lack of disaggregated data perpetuates this label.

Huffington Post

The lack of disaggregated data for AYUSH and other doctors in the report hampered exact calculations.

BMC Complementary and Alternative Medicine

While the description of epidemiological changes was mainly based on secondary mortality data, primary morbidity data were collected for the analysis of health disparities because of a lack of disaggregated data for different socioeconomic groups.

Global Health Action

Five potential limitations of this study have been identified: self identification of Roma, lack of disaggregated data, data collection by different organizations, use of secondary data, and limitations of the effective coverage framework.

BMC International Health and Human Rights

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

The results of the assessment show that while some specific topics are consistently and rigorously documented, thus substantiating some of the claims found in the literature, other areas of research still lack the level of disaggregated data or an appropriate methodology to reach consistency and robust conclusions.

World Development

Lacking this type of disaggregated data made it not possible for us to conduct a thorough efficiency analysis.

Unicef

The United Nations UN Committeeee of Experts on Global Geospatial Information Management UNGGIMM) also remarked that poor data quality, lack of timely data, and the unavailability of disaggregated data on important dimensions were among the major challenges for measuring sustainable development [4].

Open Geospatial Data, Software and Standards

Achieving the SDGs, adopted by UN member states on Friday, will require a bank of disaggregated data if governments are to fulfil their ambitions of leaving no one behind and improving the life of the world's poorest.

The Guardian

Fresh Energy is pioneering the use of disaggregated data to offer new services to customers.

TechCrunch

Expert writing Tips

Best practice

When discussing research limitations, explicitly state how the "lack of disaggregated data" affected your analysis and what alternative methods you used to mitigate this limitation.

Common error

Avoid assuming that aggregated data represents the experiences of all subgroups equally. The "lack of disaggregated data" means you cannot draw specific conclusions about individual groups within the larger dataset.

Linguistic Context

The phrase "lack of disaggregated data" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies a deficiency or absence of a specific type of information. As Ludwig AI shows, it often appears in the context of research limitations or policy discussions.

Expression frequency: Uncommon

Frequent in

Science

50%

Formal & Business

25%

News & Media

25%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "lack of disaggregated data" is a grammatically sound and usable term in English, primarily functioning as a noun phrase. Ludwig AI confirms its appropriateness, especially in scientific and formal contexts. It describes the absence of detailed, granular information, which often poses a challenge to researchers and policymakers. While not exceedingly frequent, its usage is consistent across various domains, including science, business and news. When this term is used in your writing, be mindful of the need to explain how this deficiency impacts your work and consider alternative approaches to address the limitation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

absence of detailed data

Replaces "lack" with "absence" and "disaggregated" with "detailed", focusing on the absence of specificity.

scarcity of granular data

Substitutes "lack" with "scarcity" and "disaggregated" with "granular", emphasizing the limited availability of fine-grained information.

paucity of itemized data

Uses "paucity" instead of "lack" and "itemized" for "disaggregated", highlighting the insufficient amount of data broken down into individual items.

deficiency of segmented data

Replaces "lack" with "deficiency" and "disaggregated" with "segmented", pointing to an inadequate amount of data divided into segments.

limited availability of broken-down data

Emphasizes the restricted access to data that has been divided into smaller parts.

insufficiency of component data

Highlights the inadequate amount of data available at the component level.

shortage of refined data

Focuses on the limited supply of data that has been processed and made more precise.

want of stratified data

Uses "want" as a synonym for "lack" and "stratified" for "disaggregated", emphasizing the absence of data organized into different layers.

dearth of partitioned data

Replaces "lack" with "dearth" and "disaggregated" with "partitioned", indicating a severe deficiency of data divided into distinct parts.

absence of discrete data

Substitutes "disaggregated" with "discrete", underscoring the lack of individually separate and distinct data points.

FAQs

What does "lack of disaggregated data" mean?

It refers to the absence of detailed data that has been broken down into smaller, more specific categories. This makes it difficult to analyze trends and patterns within different subgroups.

Why is "lack of disaggregated data" a problem?

It can obscure important differences between groups, leading to inaccurate conclusions and ineffective policies. Without detailed data, it's hard to identify and address the specific needs of particular populations.

What are some alternatives to "lack of disaggregated data"?

You can use alternatives like "absence of detailed data", "scarcity of granular data", or "paucity of itemized data" depending on the context.

How does "lack of disaggregated data" affect research?

It limits the ability to conduct nuanced analyses and can lead to oversimplified or misleading results. Researchers may need to rely on proxy measures or qualitative data to compensate for the missing information.