informed by the data

USAGE SUMMARY

The phrase "informed by the data" is correct and usable in written English.
It can be used when discussing decisions, conclusions, or actions that are based on data analysis or evidence. Example: "Our strategy for the upcoming quarter will be informed by the data we collected from customer feedback."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

However, few of them take into account the geometry of the posterior informed by the data.

Journal of Computational Physics

"The real point is not to establish that everything is a power law," he said, "but to start modeling complex networks in a way that is informed by the data".

The New York Times - Science

Taught by John Huber, professor of political science, the two courses offered will be integrated intellectually so that the topics discussed in the constitutional engineering course will be informed by the data and analysis from the empirical methods course.

Columbia University

Informed by the data, "predictive policing" patrols will give additional attention to these "hot" areas during the shift.

TechCrunch

Informed by the data analysis, the following outlines the updated and validated list of social media categories in university learning: 1. Google Apps (e.g., Google Calendar, Google Docs)   2.

International Journal of Educational Technology in Higher Education

Rather than targeting voters with a single television ad that may or may not resonate, campaigns of the future could target individuals online with incredible precision because their messaging will be informed by the data those voters created.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

45 human-written examples

This way the inference will mostly be informed by the information contained in the data.

Bioinformatics

When the observation is completed and the data received on the ground, the PI/observer is informed by the CXC data systems group, who forward the quick look images and, later, the complete data.

Harvard University

Informed by the experimental data the mechanism of this combined influence is discussed in this paper.

Building and Environment

We simulated the local stress state in the specimen using a microstructural model informed by the experimental data.

Acta Materialia

MacGarvie and McElheran identify "three main cognitive traps that regularly bias decision-making, even when informed by the best data" and offer suggestions for avoiding them.

Forbes

Expert writing Tips

Best practice

Use "informed by the data" when you want to emphasize that a decision, conclusion, or approach is based on a thorough analysis of relevant data, not just intuition or guesswork.

Common error

Avoid using "informed by the data" if the data played only a minor role in the decision-making process. Ensure the data truly guided the outcome, rather than simply supporting a pre-existing belief.

Linguistic Context

The phrase "informed by the data" functions as an adjectival phrase, modifying a noun to indicate that something (e.g., a decision, policy, or strategy) is based on or influenced by factual data. Ludwig AI confirms its grammatical correctness.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

30%

Academia

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "informed by the data" is a grammatically sound and frequently used expression indicating that something is based on or influenced by factual data. According to Ludwig AI, the phrase is correct and usable in written English. It's commonly found in scientific, academic, and news contexts. While there are several alternatives, such as "data-driven" and "evidence-based", the choice depends on the specific context and nuance you intend to convey. When using this phrase, ensure that the data truly guided the outcome and that you are not overstating its influence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data-informed

Similar to the original phrase but less common.

data-driven

A more concise adjective emphasizing the central role of data.

evidence-based

Focuses on evidence as the basis for decisions, which can include but is not limited to data.

guided by the evidence

Similar meaning, but uses 'evidence' instead of 'data', broadening the scope slightly.

based on empirical findings

Highlights the empirical nature of the data or findings influencing a decision.

shaped by the data

Emphasizes the influence of data in forming an outcome.

data-supported

Indicates data provides support or validation for an idea or decision.

drawn from the data

Highlights that the information is extracted or derived from the dataset.

backed by the data

Implies the data provides strong support or validation.

substantiated by the data

Suggests data confirms or proves something.

FAQs

What does "informed by the data" mean?

The phrase "informed by the data" means that decisions, conclusions, or actions are based on analysis and insights derived from relevant data. It suggests a reliance on evidence rather than assumptions or opinions.

How can I use "informed by the data" in a sentence?

You can use "informed by the data" to describe how a particular outcome or process was developed. For example, "Our marketing strategy is "data-driven"" or "Our conclusions were "supported by the data"".

What are some alternatives to "informed by the data"?

Alternatives include phrases like "data-driven", "evidence-based", or "guided by the evidence", depending on the specific context and nuance you want to convey.

In what contexts is "informed by the data" most appropriately used?

The phrase "informed by the data" is suitable in academic, scientific, and professional contexts where decisions are expected to be based on rigorous analysis and empirical evidence. It is less common in casual or informal conversation.