unavailability of reliable data

USAGE SUMMARY

The phrase "unavailability of reliable data" is correct and usable in written English.
It can be used in contexts where you are discussing the lack of access to trustworthy information or statistics. Example: "The unavailability of reliable data has hindered our ability to make informed decisions regarding the project."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Finally, probably the biggest problem is the unavailability of reliable data like actual consumption (to establish the baseline scenario), technology costs, etc.

Energy Transitions

Due to the unavailability of reliable data on import prices from each supplier, the unit import value, calculated as import expenditure divided by imported quantity, was used as a proxy for import prices.

Agricultural and Food Economics

The fact that non-sequential ranking network structure has not yet been well-studied in the literature is partly due to the unavailability of reliable data.

Plosone

The unavailability of reliable data on NCD morbidity in many countries [ 2] makes it difficult to make cross country comparisons.

BMC Public Health

However, the study could not analyse the trends and patterns in cause specific estimates for all Indian states due to the unavailability of reliable data over time.

BMJ Open

In these models, except for Eichner et al. [ 43], the values of the contact rates were assumed due to the unavailability of reliable data required to describe the mobility and connectivity of modern human networks [ 24, 37, 38].

BMC Public Health

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

One of the main problems in urban and environmental management concerns the unavailability of reliable spatial data in a spatial data infrastructure (SDI) environment.

Computers, Environment and Urban Systems

An agent-based model developed by including a 'threshold' parameter into Thomas Schelling's model of racial segregation [ 100] led to a rather robust emergent clustering behaviour that, despite being amenable to empirical verification, is practically quite challenging to validate due to unavailability of reliable and extensive data [ 67].

Briefings in Bioinformatics

It underscores the challenge of undertaking a cost analysis in the face of unavailability of reliable, consistent and accurate data, which is the case in many developing countries [ 17, 20].

Cost Effectiveness and Resource Allocation

Because of the unavailability of reliable and consistent ground-truth data, the team used high-resolution satellite observations over the past four decades to estimate the lake's physiographic changes.

The Guardian

But, these efforts have been grossly undermined by unavailability of accurate and reliable data on the households income and expenditure in Nigeria [17-19,21,24].

Health Economics Review

Expert writing Tips

Best practice

When highlighting the "unavailability of reliable data", clearly articulate the specific data gaps and their impact on your analysis or conclusions.

Common error

Avoid exaggerating the effects of "unavailability of reliable data" without providing specific evidence. Accurately represent the limitations while maintaining the credibility of your analysis.

Linguistic Context

The phrase "unavailability of reliable data" functions as a noun phrase, often serving as the subject or object of a sentence. It identifies a specific deficiency or limitation, as demonstrated in Ludwig's examples.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "unavailability of reliable data" is a grammatically correct noun phrase used to express the lack of trustworthy information, commonly found in scientific and academic writing. Ludwig AI confirms its validity and usability. While alternatives like "lack of dependable data" or "absence of trustworthy information" exist, the core meaning remains consistent: a deficiency that impacts analysis and decision-making. It's crucial to specify the nature and impact of the data gap, avoiding overstatements. Originating predominantly from scientific contexts, as shown by Ludwig, this phrase necessitates precision and clarity when discussing research limitations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

lack of dependable data

Replaces "unavailability" with "lack" and "reliable" with "dependable", emphasizing the absence of trustworthy information.

absence of trustworthy information

Substitutes "unavailability" with "absence", "reliable" with "trustworthy", and "data" with "information", highlighting the lack of credible sources.

scarcity of valid data

Employs "scarcity" to convey the limited quantity and "valid" to denote the authenticity of the data.

paucity of credible information

Uses "paucity" to emphasize the insufficiency and "credible" for the reliability of the information.

dearth of sound data

Replaces "unavailability" with "dearth" and "reliable" with "sound", indicating a deficiency of solid, dependable data.

limited access to verifiable data

Highlights the restricted availability and the need for data to be verifiable.

insufficiency of validated data

Focuses on the inadequacy and validation status of the data.

shortage of authenticated information

Indicates a deficiency of information that has been verified and confirmed as genuine.

inadequate supply of accurate data

Emphasizes the insufficient amount and precision of the data available.

restricted availability of validated information

Focuses on limited availability and the need for information to be validated.

FAQs

How can I rephrase "unavailability of reliable data" in a report?

You can use alternatives like "lack of dependable data", "absence of trustworthy information", or "scarcity of valid data" to convey a similar meaning.

What does it mean when there is "unavailability of reliable data"?

It signifies a lack of access to data that is both trustworthy and consistent, which can hinder analysis and decision-making processes.

Why is the "unavailability of reliable data" a problem in research?

Because it undermines the validity and accuracy of research findings, making it difficult to draw firm conclusions or make informed recommendations.

How does the "unavailability of reliable data" affect policy making?

Without reliable data, policies may be based on inaccurate assumptions or incomplete information, leading to ineffective or even harmful outcomes.