bundle of factors

USAGE SUMMARY

The phrase "bundle of factors" is correct and usable in written English.
It can be used to describe a collection or group of different elements that contribute to a particular outcome or situation. Example: "When analyzing the success of the project, we must consider the bundle of factors that influenced its outcome, including budget, team dynamics, and market conditions."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Table 2 summarizes the particular bundle of factors examined for each type of flooding examined.

International Journal of Disaster Risk Science

The family innovation parameter captures a bundle of factors that make a set of sibling outcomes deviate from their expected growth.

IZA Journal of Labor Economics

Conceiving of the family innovation as a bundle of factors is consistent with the literature on sibling correlations.7 Whereas past studies have focused on specific inputs and events affecting the family, the results presented here suggest a larger role for the time-varying family environment than perhaps previously thought.

IZA Journal of Labor Economics

In current practice the context of dementia care is difficult and study results [ 25- 31] hint on the existence of a bundle of factors related to patient, caregiver, and physician which are building a barrier for optimizing dementia care.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

They also reveal a bigger role for a bundle of time-varying factors than any single time-varying trait or event.

IZA Journal of Labor Economics

In the FLM approach, each word (w_t) is represented as a bundle of k parallel factors ({f_t^1, f_t^2, ldots f_t^k}) that may convey any word-related information such as classes, roots, semantic features, etc.

Journal of the Brazilian Computer Society

I call this family-year fixed effect the "family innovation," but this is merely shorthand for a whole bundle of time-varying family factors, which could include planned inputs or shocks that are not captured by the other controls in the regression.

IZA Journal of Labor Economics

Whether collagen bundles straighten or break in response to a given mechanical input may depend on a number of factors including collagen bundle size, cross-linking, tissue glycosaminoglycan concentration and water content [ 55- 57].

BMC Systems Biology

But in terms of equality, it lags behind: poor Panamanians are worse off than poor Costa Ricans.An interesting index published yesterday by Fundación Ethos, a Mexican think-tank, aims to overcome these problems by bundling together a wide range of factors to come up with an overall poverty index.

The Economist

Some of the tube bundle reduction factors predicted by the model by Lechner et al. (2013) are larger than one, which stands in contrast to the finding that the highest heat transfer coefficients occur at single tubes.

Fuel Processing Technology

Different bundles of project team factors were found to drive project cost, schedule, and operability.

Journal of Operations Management

Expert writing Tips

Best practice

Use "bundle of factors" when you want to indicate that several elements act together, rather than independently, to influence a result or situation.

Common error

Avoid attributing an outcome to a single cause when a "bundle of factors" is at play. Acknowledging the complexity provides a more accurate and nuanced analysis.

Linguistic Context

The phrase "bundle of factors" functions as a noun phrase. It acts as a subject, object, or complement within a sentence. As seen on Ludwig, this phrase suggests a multiplicity of elements contributing to a particular outcome or situation.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Academia

30%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "bundle of factors" is a grammatically sound and useful expression for denoting multiple contributing elements to a situation or outcome. Ludwig AI validates its correctness and illustrates its applications across various domains, including science, news, and academia. When using this phrase, consider whether "collection of elements" or "combination of influences" might be more appropriate, depending on the desired emphasis. Remember to avoid oversimplifying causality and instead acknowledge the interplay of multiple elements for a more nuanced analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

collection of elements

Emphasizes the variety of items collected, differing from 'factors' which suggests causation.

combination of influences

Highlights the influential aspect of the elements, focusing on their impact.

group of variables

Focuses on quantifiable aspects, suitable for statistical or analytical contexts.

set of determinants

Implies a more direct and causative role for the elements involved.

range of considerations

Highlights the thoughtful evaluation of elements, focusing on their importance in decision-making.

array of components

Stresses the structural aspect, implying that the elements are parts of a larger whole.

cluster of attributes

Focuses on the characteristics or qualities of the elements.

compilation of aspects

Suggests the gathering or assembling of different aspects related to a specific subject.

mix of elements

Highlights the diverse nature and interaction of the components.

complex of reasons

Emphasizes the intricacy and multiple reasons behind a particular outcome.

FAQs

How can I use "bundle of factors" in a sentence?

You can use "bundle of factors" to describe a combination of elements influencing a situation. For example, "The project's success depended on a bundle of factors, including funding, team expertise, and market demand."

What is a good alternative to "bundle of factors"?

Alternatives to "bundle of factors" include "collection of elements", "combination of influences", or "set of determinants", depending on the specific context.

What does "bundle of factors" mean in research?

In research, "bundle of factors" refers to a group of interconnected elements or variables that collectively contribute to a particular outcome or phenomenon being studied. It highlights the complex interplay of multiple influences.

Is it better to say "bundle of factors" or "set of factors"?

Both "bundle of factors" and "set of factors" are grammatically correct. "Bundle" implies a closer relationship or interconnectedness among the factors, while "set" is more neutral and general. Choose the term that best reflects the relationship among the factors you are describing.