variability of information

USAGE SUMMARY

The phrase "variability of information" is correct and usable in written English.
It can be used when discussing the differences or changes in data or information over time or across different contexts. Example: "The variability of information in the dataset made it challenging to draw definitive conclusions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

One such limitation assessed in our study is the variability of information provided.

BMC Women's Health

5 However, variability of information was problematic, for example restrictions on sitting, driving and returning to work varied considerably.

BMJ Open

We surveyed ICUs in the province of Ontario, Canada, to determine the availability, implementation and variability of information systems.

BMC Medical Informatics and Decision Making

Computerisation will provide partial answers to errors in claims processing and reduce variability of information flow from accredited providers to the NHIA.

BMC Health Services Research

Outside of the frontal regions, yet another distinct pattern was observed in the visual cortex and more superior regions of the parietal cortex, where voxels responded positively to the variability of information in the array.

Cerebral Cortex

Only results from UK data are presented, and when reference is made to other data, these data are not considered in this paper but are only given for information to show the variability of information within the European market.

Food Additives and Contaminants - Part A Chemistry, Analysis, Control, Exposure and Risk Assessment

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

It is relevant to the quantity and variability of the information.

EURASIP Journal on Image and Video Processing

Due to a high degree of variability of available information between states and years, state and year-specific imputation models were developed.

Injury Epidemiology

Risk analysis is a pragmatic way of managing the variability of such information and therefore the risk associated with design for manufacture decision-making.

Materials & Design

Interval-valued data is most utilized to represent either the uncertainty related to a single measurement, or the variability of the information inherent to a group rather than an individual.

Neurocomputing

In this situation traditional approaches based on supervised learning perform poorly, as no annotated data are provided in the new environment and the models learned from data collected in other places are inappropriate due to the large variability of visual information.

Robotics and Autonomous Systems

Expert writing Tips

Best practice

When discussing research findings, explicitly state the "variability of information" to acknowledge potential limitations or biases in the data.

Common error

Avoid using "variability of information" when you actually mean the information is vague or lacks clarity. "Variability" implies measurable differences, not a lack of definition.

Linguistic Context

The phrase "variability of information" functions as a noun phrase, often serving as the subject or object of a sentence. It describes the extent to which information differs or changes. Ludwig confirms that the phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Unknown

0%

Ludwig's WRAP-UP

In summary, "variability of information" is a grammatically sound noun phrase used to describe the extent to which information differs across sources or contexts. While not exceedingly common, its usage is correct and most frequently observed in scientific or academic settings. As Ludwig AI points out, the phrase is useful for transparently acknowledging potential limitations in data. When using this phrase, ensure you intend to convey measurable differences rather than mere vagueness. Related terms include "information inconsistency" and "data fluctuation", offering alternative ways to express related concepts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

varied information

Uses an adjective to describe the information's characteristic of being characterized by diversity.

information inconsistency

Focuses on the lack of uniformity within a set of information, highlighting contradictions or disagreements.

data fluctuation

Emphasizes the unstable nature of data points, suggesting movement and change over time.

information diversity

Highlights the variety of perspectives, formats, or sources contributing to a body of information.

data dispersion

Indicates the spread or scattering of data points around a central value, emphasizing range.

inaccuracy of information

Shifts focus to the correctness of the information, implying a deviation from a true or accurate state.

unreliability of data

Suggests that the data cannot be trusted to be consistent or accurate over time.

uncertainty in information

Emphasizes the lack of sureness or predictability within the information itself.

data instability

Highlights the lack of a fixed or constant state in the data, implying susceptibility to change.

information imbalance

Focuses on the unequal distribution or representation of information across different categories.

FAQs

How can I use "variability of information" in a sentence?

You might say, "The study revealed a high degree of "variability of information" across different sources, making it difficult to draw firm conclusions." Or, "Understanding the "variability of information" is crucial for accurate risk assessment."

What's the difference between "variability of information" and "uncertainty of information"?

"Variability of information" refers to the degree to which data points differ from each other, while "uncertainty of information" refers to a lack of knowledge or confidence about the true value or meaning of the information.

What are some alternatives to "variability of information"?

Depending on the context, you could use phrases like "information inconsistency", "data fluctuation", or "information diversity".

Why is understanding the "variability of information" important?

Understanding the "variability of information" helps to assess the reliability and generalizability of findings. It allows for more informed decision-making by accounting for potential biases, errors, or limitations in the available data.