an anonymized basis

USAGE SUMMARY

The phrase "an anonymized basis" is correct and usable in written English.
It can be used when referring to data or information that has been stripped of identifying details to protect privacy while still allowing for analysis or use. Example: "The study was conducted on an anonymized basis to ensure the confidentiality of the participants' information."

✓ Grammatically correct

Academia

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

ISACs and ISAOs are bodies whose members share cyber information with each other and with the government, often on an anonymized basis.

Harvard University

An ethical approval or patients' consent was not required since the study only includes microbiological samples sent to the German National Reference Center for Streptococci on an anonymized basis by the sending microbiological laboratories, and did not involve human subjects or material.

BMC Infectious Diseases

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Consider an anonymized internal feedback tool or a process that maintains employee anonymity but still helps you collect valuable workplace feedback on a regular basis.

Forbes

Any such internal analytics will be conducted on an anonymized set of user-generated content.

Massachusetts Institute of Technology

This is typically done in an "anonymized" fashion to protect patient confidentiality.

Massachusetts Institute of Technology

First, commit to an anonymized analysis in order to respect privacy at all times.

Harvard Business Review

The nature of the work you are striving to complete is never specified, which enhances the sensation that you are an anonymized corporate drone.

The New Yorker

Flurry recently introduced a real-time ad marketplace to send advertisers an anonymized profile of users the moment they open an app.

The New York Times - Tech

In a recent study in Nature, researchers found that they could identify ninety-five per cent of people featured in an anonymized data set containing only what would be considered "metadata" under the government's current operating definition.

The New Yorker

Burnout was evaluated using an anonymized, abbreviated version of the Maslach Burnout Inventory.

Duke University

Can they sell that data, even in an anonymized state, to third parties?

Forbes

Expert writing Tips

Best practice

When handling sensitive information, ensure that you have properly anonymized the data before analysis or sharing. Use the phrase "on an anonymized basis" to clearly state that personal identifiers have been removed to protect privacy.

Common error

Avoid using the term "anonymized" loosely. Ensure that the process truly renders the data unidentifiable, as simple de-identification (removing direct identifiers) might still leave room for re-identification through other data points.

Linguistic Context

The phrase "an anonymized basis" functions as an adverbial phrase, modifying a verb by describing the manner in which an action is performed. It indicates that something is done using data or information that has been anonymized.

Expression frequency: Rare

Frequent in

Science

47%

News & Media

36%

Academia

17%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "an anonymized basis" is used to indicate that data or information has been processed in a way that protects individual privacy by removing or altering identifying details. While grammatically correct, its frequency is rare, primarily appearing in scientific, news, and academic contexts. When using this phrase, ensure that the data is truly anonymized, not just de-identified, to prevent potential re-identification. Ludwig AI's analysis confirms the correctness and provides examples of its use in various sources. It's crucial to consider related phrases like "on a de-identified basis" or "in a privacy-preserving manner" to ensure the most appropriate term is used in context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

On a de-identified basis

Replaces "anonymized" with "de-identified", emphasizing the removal of identifying information.

On an anonymous basis

Replaces "anonymized" with "anonymous", focusing on the state of being unidentifiable.

Using anonymized data

Focuses on the use of data that has already undergone anonymization.

With data privacy preserved

Highlights the preservation of privacy through anonymization.

In a privacy-preserving manner

Emphasizes the methodology used to ensure privacy during the process.

Using pseudonymized data

Specifies the use of pseudonymization, a technique where data is replaced with pseudonyms.

With identifying information removed

Clearly states that the process involves the removal of identifying information.

Under conditions of anonymity

Emphasizes the environment or situation where anonymity is maintained.

With data rendered unidentifiable

Highlights the result of the anonymization process, emphasizing the data's unidentifiable state.

Employing data anonymization techniques

Focuses on the use of methods specifically designed for anonymizing data.

FAQs

What does it mean to process data "on an anonymized basis"?

Processing data "on an anonymized basis" means that personal identifiers have been removed or altered to prevent individuals from being identified. This allows for analysis and use of the data while protecting privacy.

When is it appropriate to use data "on an anonymized basis"?

It's appropriate to use data "on an anonymized basis" when you need to analyze or share sensitive data but must protect the privacy of the individuals involved. This is common in research, data analysis, and sharing information with third parties.

What are some alternatives to saying "on an anonymized basis"?

You can use alternatives like "on a de-identified basis", "in a privacy-preserving manner", or "on an anonymous basis" depending on the specific context.

How effective is data anonymization in practice?

While data anonymization aims to protect privacy, it's not foolproof. As Ludwig AI's examples show, some studies have demonstrated that even anonymized data can be re-identified under certain circumstances, highlighting the importance of robust anonymization techniques.