attribute importance

USAGE SUMMARY

"attribute importance" is a perfectly valid and usable phrase in written English.
You can use it when referring to the importance of a certain attribute in some context; for example: "Researchers have found that in successful teams, communication is a key attribute of importance."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

32 human-written examples

We used bivariate and multivariate ordinal logistic regression using sociodemographic characteristics and career plans to predict self-ranked attribute importance, separately for each of the four most important attributes.

BMC Health Services Research

Results allow for computation of attribute importance, willingness to pay (WTP), and simulation of theoretical market share.

Solar Energy Materials and Solar Cells

Attribute importance models bring out essential building characteristics required to estimate performance for optimized room and building design.

Advanced Engineering Informatics

Prior studies have shown that information about health hazards may shift demand downward, because consumers devaluate the affected product attribute, while overlooking the effect of such information on attribute importance weights, implicitly considering them to be stable.

International Journal of Research in Marketing

This research concludes that public ignorance of traditional culture affects perceptions of authenticity and leads tourists to attribute importance to the aesthetics and form of the objective material, rather than to focus on the inner experience found in the traditional Chinese calligraphic arts.

Tourism Management

Gonzalez, JM. "A Guide to Measuring and Interpreting Attribute Importance". The Patient (March 25 , 2019.

Duke University

Human-verified similar examples from authoritative sources

Similar Expressions

28 human-written examples

Drawing on the elicited preference structures, we then compute relative attribute importances and different willingness to pay measures.

European Journal of Operational Research

We therefore warn against generalizing attributes' importance across the boundaries of market segments.

Solar Energy Materials and Solar Cells

Animism attributes importance to categories of supernatural beings whose individual members are attached to particular places and persons or resident in particular creatures and are autonomous in their dealings.

Britannica

A measure has been introduced as a composite of calculated weight of record or attributes importance value and the computational trust of the agent attached to the node.

Journal of Big Data

Both GPs and physiotherapists attributed importance to patients' psychosocial issues.

BMC Musculoskeletal Disorders

Expert writing Tips

Best practice

In reports or analyses, explicitly state the attributes being assessed for importance to provide clear context for the reader.

Common error

Avoid using "attribute impact" interchangeably with "attribute importance". While related, impact refers to the direct effect of an attribute, whereas importance reflects its overall value or significance in a decision or evaluation process. Remember that "attribute impact" is not the same thing as "attribute importance"– a more generalisable concept that has been investigated (largely unsuccessfully) by psychologists for 40 years.

Linguistic Context

The phrase "attribute importance" functions primarily as a noun phrase, typically serving as the subject or object of a sentence. It refers to the degree of significance or relevance assigned to particular characteristics or features. Ludwig AI confirms the correct usage of this phrase.

Expression frequency: Common

Frequent in

Science

65%

Academia

25%

News & Media

5%

Less common in

Encyclopedias

3%

Wiki

2%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "attribute importance" is a valid and commonly used noun phrase, particularly in scientific, academic, and technical domains. It effectively communicates the significance or relevance of specific characteristics in various contexts. Ludwig AI confirms its grammatical correctness and widespread usage. To ensure clarity, it's crucial to specify the method used to determine importance and the attributes being assessed. Remember to differentiate between "attribute importance" and "attribute impact", as they represent distinct concepts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significance of attributes

This alternative focuses on the level of importance or consequence associated with particular attributes.

importance of qualities

It emphasizes the significance that some qualities have on an object.

relevance of characteristics

It highlights how pertinent certain traits are within a specific context or evaluation.

relative significance of traits

Emphasizes how traits stand in comparision to one another in terms of importance.

weighting of features

It emphasizes the relative influence or contribution of different features in a decision-making or analytical process.

key attributes

A shorter and less formal alternative.

value of properties

It underlines the worth or utility associated with particular properties when assessing something.

degree of influence of attributes

Highlights the amount of impact that an attribute has.

priority of factors

It stresses the precedence or ranking of certain factors in a given situation.

level of impact of characteristics

Focuses on the magnitude or extent of influence exerted by specific characteristics.

FAQs

How is "attribute importance" measured in research?

Attribute importance is often measured using techniques like surveys, discrete choice experiments, or statistical modeling. These methods help quantify how much weight individuals or groups place on different attributes when making decisions or evaluations.

What are some alternatives to the phrase "attribute importance"?

You can use alternatives such as "significance of attributes", "relevance of characteristics", or "weighting of features" depending on the context.

Why is understanding "attribute importance" crucial in decision-making?

Understanding "attribute importance" is crucial because it allows decision-makers to focus on the aspects that matter most to stakeholders, leading to more effective strategies and outcomes. For example it can be useful to calculate the "willingness to pay".

In what contexts is the concept of "attribute importance" most frequently applied?

The concept of "attribute importance" is most frequently applied in fields like marketing, healthcare, and engineering, where understanding customer or user preferences is essential for product design, service delivery, and resource allocation.