scarce data resources

USAGE SUMMARY

The phrase "scarce data resources" is correct and usable in written English.
It can be used when discussing limited availability or access to data resources in various contexts, such as research, technology, or business. Example: "Due to the scarce data resources available for this project, we may need to adjust our methodology."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Wildlife managers, conservation-based authorities and NGOS are often tasked to provide management guidelines concerning "wicked" problems and Ecosystem Services (ESS) with scarce data and limited resources.

Ecological Modelling

By contrast, there is scarce data on the costs of obesity prevention interventions in Canada to inform economic evaluations and to aid resource allocation decisions.

Cost Effectiveness and Resource Allocation

If oxygen E cylinders are a scarce resource, our data suggest that compressor style transport ventilators may currently be the transport ventilators of choice.

Critical Care

Radio access networks must provide efficient radio management for data session establishments because of scarce radio resources.

Computer Communications

Such a system should be a part of a routine surveillance program to provide data needed for allocation of scarce healthcare resources.

Emerging Infectious Diseases

"But because there are scarce natural resources".

The New York Times

Tension over scarce natural resources seems likely.

The Economist

Data is especially critical to target increasingly scarce resources towards interventions that work for children.

Unicef

Humanitarian programmes tend to allocate all available, usually scarce resources to directly address survivors' needs and pay less attention to data collection and research (see [ 11]).

Conflict and Health

From scarce resources to abundant resources.

Harvard Business Review

c. how society manages its scarce resources.

The New York Times

Expert writing Tips

Best practice

When discussing research limitations, clearly specify the type of "scarce data resources", such as sample size, specific variables, or geographic coverage, to provide a precise understanding of the constraint.

Common error

Avoid vague statements about "scarce data resources" without specifying the context. Instead, detail which data are lacking and how this scarcity affects the analysis or decision-making process. For example, instead of saying "Due to scarce data resources, the study was limited," specify "Due to the lack of historical sales data, forecasting accuracy was affected."

Linguistic Context

The phrase "scarce data resources" functions as an adjective phrase modifying a noun, describing a situation where data and resources are limited or insufficient. Although Ludwig AI indicates that this phrase is correct, examples of its usage are limited.

Expression frequency: Missing

Frequent in

Science

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News & Media

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Formal & Business

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Less common in

Science

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News & Media

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Formal & Business

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Ludwig's WRAP-UP

The phrase "scarce data resources" is grammatically correct but infrequently used, as noted by Ludwig AI. It describes a situation where data and associated resources are limited. Alternative phrases like "limited data availability" or "inadequate data resources" may be more common. When using this phrase, specifying the particular type of data scarcity is beneficial for clarity. It appears most often in academic, scientific, business, and news contexts, where challenges related to data availability are discussed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

limited data availability

Focuses on the availability of data, emphasizing the constraint.

restricted data resources

Highlights the restriction or limitation on accessing data resources.

inadequate data resources

Emphasizes the insufficiency of data resources for a particular purpose.

insufficient data

A shorter, more direct way to convey the lack of data.

limited data sets

Focuses on the specific collections of data that are limited.

deficient data resources

Highlights the deficiency or shortfall in data resources.

meager data resources

Emphasizes the scantiness or smallness of data resources.

rare data resources

Suggests that data resources are uncommon or infrequent.

sparse data

A more concise way to indicate the limited presence of data.

thin data resources

Conveys the idea that data resources are insubstantial or lacking depth.

FAQs

How can I use "scarce data resources" in a sentence?

You might say, "Due to "scarce data resources", we had to rely on alternative methods for analysis", or "The project suffered setbacks because of "scarce data resources" in the region".

What are some alternatives to "scarce data resources"?

Consider using alternatives such as "limited data availability", "restricted data resources", or "inadequate data resources" depending on the nuance you want to convey.

Is it better to say "scarce data resources" or "limited data resources"?

Both "scarce data resources" and "limited data resources" are grammatically correct, but "limited" might be more commonly used and easily understood in general contexts. "Scarce" emphasizes rarity, while "limited" focuses on the constraint in quantity or access.

What implications arise from using "scarce data resources" in research?

Using "scarce data resources" may lead to limitations in the scope, accuracy, and generalizability of research findings. It can necessitate the use of smaller sample sizes, alternative methodologies, or reliance on existing datasets with potential biases.