based on best data

USAGE SUMMARY

The phrase "based on best data" is correct and usable in written English.
You can use it when referring to conclusions, decisions, or analyses that rely on the most reliable or accurate information available. Example: "Our recommendations are based on best data collected from recent studies and surveys."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Patient classification was performed based on best data fit to one of the 3 possible responses.

Intensive Care Medicine Experimental

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In addition, agencies would have to select a single best regulatory choice measured by monetary metrics and based on "best available" data.

The New York Times

We could start with a "listing blitz" – bringing together governments, scientists and the community with a six month deadline to get all the threatened species lists up to date and write recovery plans based on best available data.

The Guardian - Opinion

In summary, based on best available data, we projected that pregnancy provides a unique indication for the use of directly observed antiretroviral therapy for HIV infection.

Plosone

Though the assumptions in the EPP/Spectrum model are based on best available data, any errors in the model assumptions (example.g., with respect to survival of HIV-infected persons and ARV use) could impact the quality of the estimates.

Plosone

Each industry was assigned a start year and end year, based on best available data.

Environmental Health: A Global Access Science Source

In this context, it is crucial to counteract further emergent antibiotic resistance by infection control measures and prudent antibiotic use based on best available data from surveillance activities, sentinel surveys, and, whenever possible, microbiological diagnosis for the individual patient.

BMC Infectious Diseases

However, public health actions need to be based on best possible surveillance data, but the ability to detect and report enteric zoonoses varies considerably between the European countries, hampering meaningful comparisons between countries [ 15].

BMC Public Health

We provided time trends in neonatal mortality and conducted an assessment of absolute and relative differences in neonatal mortality, based on best-available data (Table  2).

BMC Public Health

The top-earning authors list is compiled annually by Forbes magazine in the US, based on best estimates using sales data, published figures and information from industry sources.

The Guardian - Books

Lag periods based on best fit to the data should be estimated in future work, but more years of data would be needed.

Environmental Health Perspectives

Expert writing Tips

Best practice

To ensure accuracy in decision-making and reporting, specify the criteria used for determining the "best" data. Transparently outline the methodology for data collection and validation to enhance trust and understanding.

Common error

Avoid claiming that decisions are "based on best data" if the data's limitations are significant or the data selection process is not transparent. Overstating the quality of data can lead to misinterpretations and erode trust.

Linguistic Context

The phrase "based on best data" functions as an adjectival modifier, describing how a decision, analysis, or conclusion was reached. According to Ludwig, this indicates a reliance on the most reliable information available.

Expression frequency: Uncommon

Frequent in

Science

43%

News & Media

40%

Academia

14%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "based on best data" is a grammatically correct and understandable expression, as confirmed by Ludwig. It is commonly used across various domains, including science, news, and academia, to indicate that a conclusion or decision is grounded in the most reliable information available. While it is important to use this phrase accurately and transparently, ensuring the data's quality, it serves as a useful tool for justifying and lending credibility to statements and recommendations. When striving for correctness and clarity, make a conscious effort to use synonyms and related phrases like "using the most reliable data", "relying on optimal information", or "grounded in superior data" to enrich your content and ensure accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

using the most reliable data

Replaces "based on" with "using" and rephrases "best data" as "most reliable data", focusing on the reliability aspect.

relying on optimal information

Substitutes "based on" with "relying on" and uses "optimal information" to convey the idea of the highest quality data.

grounded in superior data

Emphasizes the foundation by using "grounded in" and highlights the quality with "superior data".

informed by top-tier data

Focuses on the influence of the data by using "informed by" and emphasizes quality with "top-tier data".

derived from premier data

Highlights the origin of the information by using "derived from" and uses "premier data" to indicate the best quality.

drawing from the most accurate data

Focuses on the act of obtaining information by using "drawing from" and specifies accuracy with "most accurate data".

utilizing highest quality data

Emphasizes the use of data by using "utilizing" and uses "highest quality data" to denote the best available information.

founded on prime information

Highlights the foundational aspect by using "founded on" and uses "prime information" to indicate top-quality data.

predicated on exceptional data

Uses "predicated on" to emphasize the data as a basis and uses "exceptional data" to denote superior quality.

stemming from leading-edge data

Focuses on the origin by using "stemming from" and highlights the advanced nature of the data with "leading-edge data".

FAQs

What does "based on best data" mean?

It means that a decision, conclusion, or analysis is grounded in the most reliable and accurate information that is currently available.

How can I use "based on best data" in a sentence?

You might say, "The new policy recommendations are "based on best data" from recent studies and surveys."

What are some alternatives to "based on best data"?

Alternatives include "using the most reliable data", "relying on optimal information", or "grounded in superior data".

Is it always accurate to say something is "based on best data"?

While the intention is to convey reliance on high-quality information, it's crucial to ensure the data is indeed the most reliable available and that any limitations are acknowledged. Otherwise, alternatives like "based on available data" might be more appropriate.