data inadequacy

USAGE SUMMARY

The phrase "data inadequacy" is correct and usable in written English.
It can be used to describe a situation where the available data is insufficient or lacking in quality for a specific purpose or analysis. Example: "The research findings were inconclusive due to data inadequacy, which hindered our ability to draw meaningful conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Our method integrates unlabeled data into the training set to overcome the problem of labeled data inadequacy.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

"We know we have a lot of uncertainties in the science and engineering because of the data inadequacies and the models," he said.

Vice

The evidence highlight the lack of up-to-date epidemiological data, inadequacies in service provision and lack of access to care for affected populations.

Conflict and Health

The outlierness index is high when the clustering model does not fit well the data, indicating an inadequacy situation.

Data Science and Engineering

Taken together, the data suggests an inadequacy in transcriptional elongation and generation of spliced mature RNA in WT cells, and successful elongation and splicing of pre-mRNA in Lsh−/− cells that involves Chd1.

Plosone

The data disclosed the inadequacy of interpreting the result of IGT based on long-term outcome.

Behavioral and Brain Functions

This avoided interview inconsistency, and data flaw and inadequacy by appointing outsider person as the interviewer.

BMC Family Practice

These longitudinal data highlight the inadequacy of cross-sectional data which fail to recognise the full impact of the CF disease trajectory and its treatments on HRQoL.

BMJ Open

In Somalia, compilations of HRH-related data quickly revealed inadequacies, grossly diverging data, inconsistencies in classification and limited coverage.

Human Resources for Health

We investigated this outbreak using a molecular epidemiologic approach and clinical and epidemiologic data to identify inadequacies in the implemented DOTS-plus strategy that lead to the emergence of pre XDR TB (MDR TB with resistance to either kanamycin or ofloxacin [ 11 ]) and XDR TB.

Emerging Infectious Diseases

This may reflect inadequacy of data from developing countries or a lack of data on deficiency of Mn during pregnancy in developed countries.

Environmental Health: A Global Access Science Source

Expert writing Tips

Best practice

When reporting research findings, explicitly state the "data inadequacy" and its potential impact on the conclusions.

Common error

Avoid assuming that your data provides a complete picture. Acknowledge potential "data inadequacy" and its implications for analysis and interpretation.

Linguistic Context

The phrase "data inadequacy" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies a situation where the available data is not sufficient or adequate for a particular purpose. Ludwig's examples illustrate its use in scientific and news contexts.

Expression frequency: Common

Frequent in

Science

85%

News & Media

10%

Encyclopedias

5%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "data inadequacy" is a grammatically correct and commonly used term to describe situations where available data is insufficient or of poor quality. As Ludwig AI explains, this phrase is frequently used in scientific and news contexts. While synonyms like "data deficiency" or "insufficient data" exist, "data inadequacy" specifically points to the limited suitability of data for a given purpose. When using the phrase, it's crucial to acknowledge its implications on research results and to avoid overstating conclusions due to potential limitations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

inadequate data

Direct synonym of the main query. Only one word changes.

data deficiency

Focuses on the lack or shortage of data.

insufficient data

Emphasizes that the data is not enough.

data scarcity

Highlights the limited availability of data.

lack of data

Directly states the absence of data.

data limitations

Focuses on the restrictions and constraints imposed by the data.

poor data quality

Highlights issues with the reliability and accuracy of the data.

incomplete data

Focuses on the data being partial or missing elements.

data gaps

Emphasizes the missing pieces or voids in the data.

data imperfection

Highlights flaws and defects in the data.

FAQs

How can I use "data inadequacy" in a sentence?

You can use "data inadequacy" to describe situations where data is insufficient or of poor quality. For example: "The study's conclusions were limited by the data inadequacy."

What are some alternatives to "data inadequacy"?

Alternatives include "data deficiency", "insufficient data", or "lack of data", depending on the specific context.

What does "data inadequacy" imply about research results?

"Data inadequacy" often implies that research results may be inconclusive, unreliable, or require further investigation with more complete data.

Is "data inadequacy" the same as "data deficiency"?

While similar, "data deficiency" emphasizes the absence of data, while "data inadequacy" can also refer to data that is of poor quality or insufficient for a specific purpose.