adhere to data

USAGE SUMMARY

The phrase "adhere to data" is correct and usable in written English.
It can be used when discussing the importance of following or complying with specific data or guidelines in a particular context. Example: "In our research, it is crucial to adhere to data to ensure the accuracy and reliability of our findings."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

CATI interviewers will be provided with training to ensure they understand and adhere to data collection protocols.

BMJ Open

It highlights the need for sufficient training and ongoing support to ensure practitioners adhere to data collection protocols in these types of studies.

BMC Public Health

A random effects ordered probit model was used to estimate the effect of cost and time on investigators' willingness to adhere to data standards.

Health Research Policy and Systems

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

56 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

These organizations are experimenting with different data delivery models ranging from providing raw data to offering value added services, adhering to data privacy.

Forbes

All data handling adheres to data security policies of the Universities and Health Research Ethics Boards concerned.

BMC Geriatrics

The GPAQ protocol was strictly adhered to data recompilation and treatment [ 25].

BMC Public Health

The CDL has implemented a linkage model which incorporates best practice in data linkage and adheres to data integration principles set down by the Australian Government.

BMC Health Services Research

This adheres to data from other studies, showing that one odorant can interact with different odorant receptor proteins (Hallem et al., 2004).

European Journal of Neuroscience

The WA Data Linkage Branch adheres to data linkage best practice protocols [ 19] and uses probabilistic matching based on medical record number, surname, first name and initial, date of birth, sex and address as the principal variables to link the data.

BMC Health Services Research

Expert writing Tips

Best practice

When emphasizing the importance of data accuracy in research, use "adhere to data" to highlight the necessity of compliance with established data collection and analysis protocols.

Common error

Avoid using "adhere to data" when the context requires a focus on analytical interpretation rather than strict adherence to raw data. In such cases, opt for phrases like "interpret the data" or "analyze the data" to better reflect the emphasis on understanding data insights.

Linguistic Context

The phrase "adhere to data" functions as a directive, commonly used to emphasize the necessity of following established procedures or guidelines related to data handling. As confirmed by Ludwig, this usage ensures accuracy and reliability.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "adhere to data" is a phrase used to emphasize the necessity of following specific guidelines or protocols when working with data. According to Ludwig, this ensures accuracy and reliability. While grammatically correct, its usage is relatively rare, primarily appearing in scientific, academic, and news contexts. For alternative expressions, consider "comply with data" or "follow data protocols", depending on the nuance you intend to convey. When using this phrase, ensure that the context emphasizes compliance with established standards rather than the analytical interpretation of data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

comply with data

Replaces "adhere" with "comply", focusing on obedience to data requirements.

follow data protocols

Substitutes "adhere to" with "follow", emphasizing the procedural aspect of data handling.

conform to data standards

Uses "conform" instead of "adhere", highlighting alignment with established data norms.

align with data guidelines

Replaces "adhere" with "align", suggesting a process of adjustment to meet data specifications.

stick to data requirements

Emphasizes strict compliance with data prerequisites using "stick to".

maintain data integrity

Shifts focus to the outcome of adherence, which is preserving the correctness of data.

respect data privacy

Highlights the importance of data privacy, it is about showing consideration for sensitive data and handling it with care and responsibility.

uphold data security

Focuses on the protective aspect of adherence, maintaining the safety of data.

abide by data regulations

Emphasizes legal and formal compliance with data-related rules.

be consistent with data

Stresses the importance of maintaining uniformity and agreement within the dataset.

FAQs

How can I use "adhere to data" in a sentence?

You can use "adhere to data" when describing the importance of following specific guidelines or protocols when working with data. For example: "It is crucial to "adhere to data" collection standards to ensure the reliability of our research."

What are some alternatives to "adhere to data"?

Alternatives include "comply with data", "follow data protocols", or "conform to data standards". The best choice depends on the specific context and the nuance you want to convey.

Which is correct, "adhere to data" or "adhere with data"?

"Adhere to data" is the correct phrasing. The preposition "to" indicates alignment or compliance, while "with" would not fit the intended meaning.

What's the difference between "adhere to data" and "analyze data"?

"Adhere to data" focuses on following data protocols and maintaining standards, whereas "analyze data" refers to the process of interpreting and drawing conclusions from data.