inadequacy of data

USAGE SUMMARY

The phrase "inadequacy of data" is correct and usable in written English.
It can be used when discussing situations where the available data is insufficient or lacking in quality for a particular purpose or analysis. Example: "The inadequacy of data in this study has led to inconclusive results and further research is necessary."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

We believe the inadequacy of data to drive the models is typical of the majority of catchment scale setting.

Geomorphology

The issues raised by the reports appear to underscore the inadequacy of data about implanted heart devices, one of the fastest-growing medical products.

The New York Times

An important factor contributing to this issue is the inadequacy of data available to generate actionable information to support advocacy and development of interventions.

Columbia University

Yet the assessment of adaptive capacity and water security remains elusive, due to flaws in guiding concepts, paucity or inadequacy of data, and multiple difficulties in measuring the effectiveness of management prescriptions at scales relevant to decision-making.

Current Opinion in Environmental Sustainability

Such inadequacy of data inevitably compromises the generalizability of their findings.

Functional Linguistics

The ICES case that was presented put far too much emphasis on the inadequacy of data, of the poor catch statistics and insufficient biological sampling.

Food and Agriculture Organization of the United Nations

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

Through the development of projections to 2030, the report identifies areas where greater efforts are needed and reveals the alarming inadequacies of data to track progress.

UNICEF

Firstly, the inadequacy of global data and the difficulties with definitions and data collection methods on all dimensions of health-related trade has been highlighted and this constraint was also apparent in much of the public health and health policy literature that we scanned and discarded during the selection process.

Globalization and Health

It arises from recognized sources such as inadequacy of toxicological data, lack of exposure information, and imprecise identification of sensitive populations.

NeuroToxicology

Multiple factors seem to contribute towards this inadequacy of supportive data for the use of IADT in patients with prostate cancer, e.g., population characteristics (both demographic and clinical), study design, treatment regimen, on- and off-treatment criteria, duration of active treatment, endpoints, and analysis.

Asian Journal of Urology

RPF values for additional MW 302 PAH isomers were also reviewed by U.S. EPA; however, these values were not selected by the U.S. EPA because of the inadequacy of the data for these isomers (U.S. EPA 2010).

Environmental Health Perspectives

Expert writing Tips

Best practice

When using "inadequacy of data", clearly specify what the data is inadequate for. Provide context to highlight the specific limitations or consequences of the data's shortcomings.

Common error

Avoid exaggerating the consequences of the "inadequacy of data" without providing concrete evidence or examples. Qualify your statements with phrases like "potentially" or "may contribute to" if the link isn't definitively proven.

Linguistic Context

The phrase "inadequacy of data" typically functions as a noun phrase, often serving as the subject or object of a sentence. It describes a state or condition related to the quality or quantity of available information. As Ludwig AI states, this phrase is correct and usable in English.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "inadequacy of data" is a grammatically correct term used to describe situations where available data is insufficient or of poor quality for a given purpose. Ludwig AI confirms its correctness. While the phrase is not extremely common, it appears most frequently in scientific contexts, followed by news and formal business settings. When using this phrase, it's important to clearly articulate what the data is inadequate for and avoid overstating the impact without evidence. Alternatives include "data deficiency" or "lack of sufficient data". Recognizing and addressing "inadequacy of data" is crucial for sound decision-making and reliable research outcomes.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data deficiency

This term directly replaces 'inadequacy' with 'deficiency', emphasizing the lack of sufficient data.

lack of sufficient data

This alternative replaces 'inadequacy' with 'lack' and adds 'sufficient' for emphasis.

insufficiency of data

Replaces 'inadequacy' with 'insufficiency', highlighting the data's inadequacy for a specific purpose.

limited data availability

Focuses on the availability of data being restricted or scarce.

scarcity of data

Emphasizes the rarity and limited quantity of data.

paucity of data

Similar to scarcity, highlighting the small amount of data available.

data limitations

A more general term referring to the restrictions and shortcomings of the data.

incomplete data

This term refers to data that is missing or unfinished.

poor data quality

Focuses on the quality and reliability of data, not just the amount.

suboptimal data

Indicates that the data is not the best or most suitable for a particular task.

FAQs

What does "inadequacy of data" mean?

The phrase "inadequacy of data" refers to a situation where the available data is insufficient in quantity or quality to support a particular analysis, decision, or conclusion. It implies that the existing data is not adequate for the intended purpose.

What are some alternatives to "inadequacy of data"?

Alternatives to "inadequacy of data" include "lack of sufficient data", "data deficiency", "insufficiency of data", or "limited data availability", depending on the specific nuance you want to convey.

How does "inadequacy of data" affect research?

The "inadequacy of data" can significantly hinder research efforts, leading to inconclusive results, biased findings, or an inability to draw meaningful conclusions. It may necessitate further data collection or the use of alternative methodologies.

Is it better to say "inadequacy of data" or "lack of data"?

Both "inadequacy of data" and "lack of data" are acceptable. "Inadequacy of data" implies that the data is not good enough for the purpose, while "lack of data" simply means there isn't enough data available. The choice depends on the specific context.