a data check

USAGE SUMMARY

The phrase "a data check" is correct and usable in written English.
It can be used when referring to the process of verifying or validating data for accuracy or completeness. Example: "Before finalizing the report, we need to conduct a data check to ensure all information is accurate."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

Following the completion of the medical records study, a data check was completed to ensure that included cases met the eligibility criteria, and to remove duplicates by identifying records with identical demographic (name, address, birthday) and SCI (date of SCI; lesion level and severity).

Injury Epidemiology

As a data check, several SIC code 2752 facilities in surrounding states had similar ratios of emissions per employee.

Environmental Health Perspectives

IMS performs a data check for accuracy and completeness and notifies the local institution of any issues to resolve.

BMC Cancer

A data check of this database will take place according to pre-defined trial rules (range-, vanddity-, and consistency- checks according to defined SOPs developed during the course of the trial and documented in the trial master file).

BMC Cancer

Prior to data analysis, a data check was conducted to determine whether any of the respondents answered similarly to all questions (filled in the same value for all items).

BMC Health Services Research

In order to address this, a Data Check page was added which allowed countries to compare the trend in early reported AIDS cases and HIV infections with the trends predicted by the model.

AIDS

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

The Globe said the error was detected only as part of a routine data check performed when a protocol, or blueprint for treatment, is considered experimental.

The New York Times

Rowley says it is impossible to conduct a meaningful data check against trillions of bits of information.

Huffington Post

A third data check evaluates the transfer data sets contain dates that may reflect birth, death or healthcare utilization dates.

BMC Medical Informatics and Decision Making

At completion of the active data collection, as an additional data check, between August 2011 and September 2011, we searched PCTs' websites and related NHS sources for publicly available documents on their current BCG vaccination policy.

BMJ Open

To minimize this potential bias, a conservative plausibility data check was performed as described in the chapter methods.

BMC Musculoskeletal Disorders

Expert writing Tips

Best practice

When using "a data check", be specific about the criteria and methods used for the check to ensure clarity and transparency.

Common error

Avoid assuming that "a data check" covers all possible errors. Clearly define the parameters and limitations of the check to prevent misinterpretations.

Linguistic Context

The phrase "a data check" functions primarily as a noun phrase. It refers to the act or process of examining data to ensure its accuracy, completeness, and validity. The Ludwig AI confirms its correct and usable status in English.

Expression frequency: Common

Frequent in

Science

50%

News & Media

20%

Formal & Business

10%

Less common in

Wiki

5%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a data check" is a common noun phrase used to describe the process of verifying data accuracy and completeness. Ludwig AI confirms that the phrase is correct and usable in written English. It is prevalent across diverse fields such as science, news, and business. While seemingly straightforward, it's crucial to define the scope and methods of any data check to ensure its effectiveness. Alternatives like "data validation" or "data verification" may be more precise depending on the context. Ultimately, understanding the nuances of the phrase ensures clear and effective communication regarding data management practices.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data validation

Focuses specifically on verifying the accuracy of data.

data verification

Emphasizes the process of confirming the correctness of data.

data scrutiny

Implies a more detailed and critical examination of data.

data quality control

Highlights the broader process of ensuring data meets quality standards.

information audit

Suggests a systematic review of information assets.

accuracy assessment

Focuses on evaluating the level of correctness in the data.

validation process

Highlights the procedural aspect of ensuring data validity.

integrity check

Emphasizes verifying the completeness and reliability of data.

error detection

Focuses specifically on identifying mistakes in the data.

consistency check

Highlights ensuring the data is uniform and free from contradictions.

FAQs

How can I effectively use "a data check" in a research paper?

In research, use "a data check" to describe the process of ensuring data accuracy before analysis. Clearly state the methods used for checking, such as range checks, consistency checks, or comparisons with external data. This enhances the validity and reliability of your findings.

What are some alternatives to saying "a data check"?

Depending on the context, alternatives to "a data check" include "data validation", "data verification", or "quality assurance". Each emphasizes a slightly different aspect of ensuring data integrity.

What's the difference between "a data check" and "data validation"?

"A data check" is a general term for verifying data. "Data validation" is a specific process that ensures data conforms to predefined rules or constraints. Validation is a type of data check.

Why is "a data check" important in business?

"A data check" is crucial for maintaining accurate records, making informed decisions, and complying with regulations. Regular data checks can prevent costly errors, improve efficiency, and enhance customer satisfaction.