adhere to data standards

USAGE SUMMARY

The phrase "adhere to data standards" is correct and usable in written English.
You can use it when discussing compliance with established guidelines or protocols related to data management or data quality. Example: "To ensure the integrity of our research, it is essential that all team members adhere to data standards throughout the project."

✓ Grammatically correct

Science

News & Media

Formal & Business

Wiki

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

In order to estimate the effect of cost and time on investigators' willingness to adhere to data standards in their CRFs, a random effects ordered probit model was used [ 16], with change from current scenario taken as the dependent variable.

Health Research Policy and Systems

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

It highlights several design and implementation considerations, including the impact on efficiency and expressivity of clinical documentation and the importance of adhering to data standards when available.

Chest

The workflow of Fig. 1 emphasizes that algorithms that are developed as open-source software tools and adhere to common data standards satisfy many existing use cases relating to automatic neuronal reconstruction and morphological analysis.

Brain Informatics

Although curators increasingly adhere to standard data representations, the data that various databases actually record from the same published information may differ significantly.

Database : the journal of biological databases and curation

Successful data repatriation requires that data, provenance notations and context information adhere to the standards and formats of the primary study.

BMC Medical Informatics and Decision Making

Facility Security Officer (FSO): Responsible for ensuring the physical security of the building meets established standards, ensures IT systems adhere to established standards, deals with data spills, and directs ISSO in daily tasks.

WikiHow

General practices contribute to the database from around the UK and adhere to stringent data quality recording standards.

British Journal of General Practice

Data are sent electronically to the CCRS and must adhere to reporting standards established by CIHI in consultation with the provinces and interRAI.

BMC Medical Informatics and Decision Making

Lastly, screening programs should adhere to international standards in terms of access to care and treatment, ethics and privacy data management.

BMC Infectious Diseases

A DfE spokesman said: "As charities, academies are required to adhere to accounting standards.

The Guardian

Any failure to adhere to these standards of professionalism will not be tolerated.

The Guardian

Expert writing Tips

Best practice

When writing documentation or guidelines, clearly define what it means to "adhere to data standards" in your specific context to avoid ambiguity.

Common error

Avoid using the phrase without providing clear guidelines. Simply stating that one must "adhere to data standards" without specifying what those standards are provides little practical guidance.

Linguistic Context

The phrase "adhere to data standards" functions as a directive, outlining the need to comply with established guidelines for data management. Ludwig AI confirms that it's a valid and usable phrase.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

25%

Formal & Business

15%

Less common in

Wiki

10%

Encyclopedias

5%

Reference

5%

Ludwig's WRAP-UP

The phrase "adhere to data standards" is a common and correct way to express compliance with data management guidelines. As Ludwig AI points out, it's important for ensuring data integrity and consistency across various contexts. While alternatives such as "comply with data standards" or "follow data standards" exist, the key is to clearly define the specific standards being referenced to avoid ambiguity. Whether in scientific research, business operations, or general documentation, specifying and implementing these standards is crucial for data quality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

comply with data standards

Replaces "adhere" with "comply", indicating a more direct form of compliance.

follow data standards

Uses "follow" instead of "adhere", suggesting a process of guidance and implementation.

conform to data standards

Emphasizes the act of aligning with the specified data standards.

abide by data standards

Indicates a commitment to uphold and respect data standards.

uphold data standards

Suggests a responsibility to maintain and defend data standards.

observe data standards

Focuses on the act of watching and implementing data standards.

meet data standards

Implies successfully satisfying the requirements of data standards.

respect data standards

Highlights showing consideration to established data standards.

maintain data standards

Focuses on the continuous preservation of data standards.

implement data standards

Stresses the practical application of data standards.

FAQs

What does it mean to "adhere to data standards"?

To "adhere to data standards" means to comply with and follow established guidelines and protocols for data collection, storage, and management to ensure consistency and quality.

How can I ensure that my team "adheres to data standards"?

You can ensure your team "adheres to data standards" by providing clear documentation, training, and regular audits to monitor compliance.

What are some alternatives to "adhere to data standards"?

You can use alternatives like "comply with data standards", "follow data standards", or "conform to data standards" depending on the context.

Why is it important to "adhere to data standards"?

It's important to "adhere to data standards" to maintain data integrity, ensure compatibility across systems, and facilitate effective data analysis and reporting.