a minimal dataset

USAGE SUMMARY

The phrase "a minimal dataset" is correct and usable in written English.
It can be used when referring to the smallest amount of data necessary to achieve a specific purpose or analysis. Example: "To conduct the experiment, we only need a minimal dataset to validate our hypothesis."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

To improve the standardisation and comparability of economic evaluations among different physical activity programmes and among countries, high methodological quality and explicit reporting of a minimal dataset are important, which is a big challenge for health economists.

Health Economics Review

This requires collection of a minimal dataset from non-participants (see below), including the characteristics most likely to influence the object of measurement (age, gender and socioeconomic status, when this object is headache).

The Journal of Headache and Pain

This present literature review aims to fill this gap by providing an in-depth analysis of the cost assessment of economic analyses of primary preventive physical activity programmes as well as a minimal dataset for cost assessment depending on the chosen perspective as a practical guide for the economic evaluation of physical activity programmes.

Health Economics Review

Nevertheless, in cases of influenza, and at institutions like NYPH where influenza testing is routinely performed, ICD diagnoses can identify a minimal dataset, providing a lower bound for the actual number of flu patients [19], [20].

Plosone

A minimal dataset was collected for 48 patients who failed to attend their first appointment.

BMC Musculoskeletal Disorders

Given that HIPE is a minimal dataset with the primary objective of auditing overall clinical activity, these factors were not built into the original HIPE dataset.

BMC Pregnancy and Childbirth

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

However, as registries rely on a relatively minimal dataset and most often use crude outcome such as revision as a measure of failure, they are better at detecting problems than explaining them, for which focused studies are superior.

Bone and Joint Research

The high variability regarding the costs assessment and the lack of transparency concerning the methods limits the comparability of the results, which points out the need for a handy minimal dataset of cost assessment.

Health Economics Review

The purpose is to provide routine information over several years, based on a limited or minimal dataset, which will enable the monitoring, evaluation and comparison of the respective activities in the area of primary health care emergency services.

BMC Health Services Research

For patients who deny consent, the law mandates collection of a set of mandatory data ("minimal dataset") involving a restricted number of transplant-relevant baseline and endpoint data [ 19].

European Journal of Epidemiology

The question then is if a commonality between these individual datasets can be found, which could form the basis for a more generally used minimal dataset.

BMC Psychiatry

Expert writing Tips

Best practice

When designing a study, clearly define the purpose of your data collection to ensure that your "a minimal dataset" is sufficient without being overly burdensome.

Common error

Avoid creating an insufficient "a minimal dataset" by thoroughly researching the key variables needed for your analysis. Missing critical information can lead to inaccurate conclusions.

Linguistic Context

The phrase "a minimal dataset" functions as a noun phrase that identifies a set of data which has been reduced to its essential components. According to Ludwig AI, this term is grammatically correct. Examples in Ludwig showcase its usage in academic and scientific research.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a minimal dataset" is a grammatically sound phrase that describes a data collection strategy focused on essential information. Ludwig AI confirms its correctness and highlights its frequent use within scientific and academic contexts. To use it effectively, clearly define your research goals and avoid overlooking crucial variables. Consider alternatives such as "a basic dataset" or "an essential dataset" to add variety to your writing. Remember, the goal is to streamline data collection while still capturing the key elements needed for analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a basic dataset

This alternative suggests a set of data containing only the most fundamental elements.

a core dataset

This alternative emphasizes that the data is central and essential.

an essential dataset

This alternative highlights the necessity of the data for a given purpose.

a reduced dataset

This alternative indicates that the dataset has been made smaller.

a streamlined dataset

This alternative suggests that the dataset has been simplified and made more efficient.

a concise dataset

This alternative emphasizes the brevity and lack of unnecessary information in the data.

a lean dataset

This alternative highlights the efficiency and lack of redundancy in the data.

a trimmed dataset

This alternative suggests that the dataset has been refined by removing extraneous elements.

a simplified dataset

This alternative suggests the dataset has been made easier to understand and use.

a distilled dataset

This alternative conveys the idea that the dataset has been purified to its most important components.

FAQs

How can I use "a minimal dataset" effectively?

To use "a minimal dataset" effectively, clearly define your research question, identify the most crucial variables, and ensure data quality for those key elements.

What can I say instead of "a minimal dataset"?

You can use alternatives like "a basic dataset", "a core dataset", or "an essential dataset" depending on the context.

What are the benefits of using "a minimal dataset"?

Using "a minimal dataset" reduces the burden of data collection, simplifies analysis, and focuses resources on the most critical aspects of your research or project.

How does "a minimal dataset" differ from a comprehensive dataset?

"A minimal dataset" focuses on the most essential variables needed for a specific purpose, whereas a comprehensive dataset includes a broader range of information, potentially covering more aspects but requiring greater resources.