informed by collected data

USAGE SUMMARY

The phrase "informed by collected data" is correct and usable in written English.
It can be used when discussing decisions, analyses, or conclusions that are based on data that has been gathered. Example: "The research findings were informed by collected data from various surveys and experiments."

✓ Grammatically correct

Academia

Formal & Business

News & Media

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Students' findings were informed by collecting data, assessing stakeholder needs, evaluating options, and soliciting feedback.

Massachusetts Institute of Technology

The specific objectives included analytical exploration of recruitment and retention rates, patient and care characteristics, clinical differences and effect sizes between groups, selected outcome measures and power calculations supported by collected data to inform the basis of a full-scale trial.

BMC Complementary and Alternative Medicine

But by collecting data about weather, soil, crop maturity, and even equipment and labor costs, analytics can be used to make more timely and informed decisions.

Huffington Post

Begin by collecting data.

Harvard Business Review

Start by collecting data.

Harvard Business Review

A revised estimate was informed by data collected during a cohort study, representing the run-in phase of the trial, providing updated estimates for screening uptake and the intraclass correlation coefficients for screening uptake under usual care.

British Medical Journal

In addition, detailed notes were taken during the interview, and part of that information was used in subsequent interviews to ensure data gathered were informed by and built upon previously collected data.

Human Resources for Health

Whilst this may be true if statistical power is significantly reduced or if remaining participants are grossly unrepresentative of the recruited sample, we argue that transparent reporting of rates and reasons for missing data can inform robust interpretation, if the authors discuss generalisability concerns informed by clinical data collected on these participants [16, 31].

Journal of Patient-Reported Outcomes

Qualitative case study employing process tracing, informed by primary data collected from semistructured interviews with policymakers.

BMJ Open

Anonymous face to face interviews were conducted by trained female interviewers who collected data using a structured questionnaire after obtaining written informed consent from the eligible participants.

BMC Public Health

Written informed consent was obtained before collecting data.

British Journal of Cancer

Expert writing Tips

Best practice

When using "informed by collected data", ensure the connection between the data and the resulting conclusions or actions is clear and explicit. Specify what kind of data was collected and how it influenced the outcome.

Common error

Avoid using "informed by collected data" without specifying the type or source of the data. Being specific enhances credibility and provides context for the reader.

Linguistic Context

The phrase "informed by collected data" functions as a modifier, indicating that something (a decision, strategy, analysis, etc.) is influenced or based on data that has been gathered. The Ludwig AI shows various contexts where findings, estimates or models are built on solid data.

Expression frequency: Missing

Frequent in

Science

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News & Media

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Formal & Business

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Less common in

Science

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Ludwig's WRAP-UP

The phrase "informed by collected data" signifies that decisions, analyses, or conclusions are grounded in empirical evidence. While grammatically correct, this expression currently lacks extensive real-world usage examples, according to Ludwig. Its use emphasizes objectivity and a data-driven approach, fitting well in professional or academic settings. When employing this phrase, clarity regarding the type and source of data is crucial to ensure credibility. Alternatives like "based on gathered data" or "guided by the data obtained" can offer variations in conveying the same message. According to Ludwig AI, you can use this expression to denote that something (a decision, strategy, analysis, etc.) is influenced or based on data that has been gathered.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on gathered data

Emphasizes the foundation of data collection as the source of information.

guided by the data obtained

Highlights the role of data in directing or influencing a process or decision.

shaped by empirical evidence

Focuses on evidence-based insights derived from practical experience or observation.

informed by research findings

Specifically refers to insights gained from structured research processes.

drawing from accumulated data

Highlights the process of extracting insights from a collection of data over time.

using data that was collected

A more direct and less nuanced way to express reliance on collected data.

influenced by collected data

Focuses on the impact of collected data on a particular outcome or decision.

data-driven

A concise way to describe something that is primarily based on data analysis.

insights from data collection

Emphasizes the resulting understanding gained from the data collection process.

analysis of gathered data

Focuses on the analytical process applied to the collected data.

FAQs

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

Use "informed by collected data" to show that a decision, conclusion, or analysis is based on data that has been gathered. For example: "The strategy was "informed by collected data" from customer surveys".

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

You can use alternatives like "based on gathered data", "guided by the data obtained", or "shaped by empirical evidence" depending on the specific context.

Is it better to say "informed by collected data" or "data-driven"?

While both phrases indicate a reliance on data, "data-driven" is a more concise and general term. "Informed by collected data" specifies that the data has already been gathered and used to influence a decision or outcome.

What does it mean for a decision to be "informed by collected data"?

When a decision is ""informed by collected data"", it means that the data gathered has been analyzed and used to help make a more strategic or effective decision.