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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
complexity of choosing
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "complexity of choosing" is correct and usable in written English.
You can use it when discussing the difficulties or intricacies involved in making a decision or selection. Example: "The complexity of choosing the right candidate for the job can often lead to prolonged hiring processes."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
5 human-written examples
The complexity of choosing a location arose due to the semiarid climate coupled with very limited conventional energy resources.
This architecture is aimed at allowing the application programmers to be masked with the complexity of choosing the underlying Transport and IP services (among several ones), still being provided with a per flow quality of service (QoS).
While the number of new HIV infections among HIV-exposed children is declining, the complexity of choosing and managing ART for those who are infected, most of whom are now nevirapine-exposed, was not addressed in this cohort.
Science
See research article: http://genomemedicine.com/content/3/10/64 The complexity of choosing a particular treatment for an individual patient while keeping her informed about the relevant options and considerations keeps increasing as personal genetic information becomes more commonly available.
Science
Nonetheless, they demonstrate the concept that significant variability in patient response to T2D therapeutic agents is a result of genetic variation and reinforce the complexity of choosing the most effective therapies for individual patients.
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
We argue that varying degrees of professionalism play an important role and explore how participants' professionalism influences the quality of contributions, the complexity of chosen tasks and their position and prestige within the social network.
Science
Given the complexities of choosing for newly independent readers, the broad remit will be widely welcomed.
News & Media
In this paper we analyze the complexity of the problem of choosing an optimal literal.
Science
Several important issues like the possibility of choosing the complexity of the model with the leverage correction procedure, the selection of training and test sets using methods of uniform design for incomplete data and prediction of new samples containing missing elements are discussed.
Science
But the film's formal inelegance is a sign of its seriousness, and also of the complexity of its chosen subject.
News & Media
Without a doubt, we are far more than our genes, and geneticists (myself included) could do a lot better in communicating the somewhat fiendish complexity of our chosen field.
News & Media
Expert writing Tips
Best practice
When using the phrase "complexity of choosing", ensure the context clearly indicates what is being chosen and why the selection process is intricate. Providing specific examples can enhance clarity.
Common error
Avoid using "complexity of choosing" as a generic statement without specifying the subject or context. Always clarify what choices are being made and the factors contributing to their complexity.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "complexity of choosing" functions as a noun phrase that identifies the intricate and multifaceted nature of making a decision. As Ludwig AI confirms, it's grammatically correct and widely applicable. It acts as the subject or object of a sentence, describing the challenges inherent in selection processes.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "complexity of choosing" effectively describes the multifaceted challenges inherent in decision-making. Ludwig AI confirms its grammatical correctness and indicates it’s suitable for formal and neutral contexts. Predominantly used in scientific and news-related domains, it emphasizes the intricate nature of selecting from multiple options. Related terms include "difficulty in selecting" and "intricacies of selection", which offer slightly different nuances. When employing this phrase, ensure clear contextualization to avoid overgeneralization, specifically identifying what is being chosen and the reasons for its complexity. As evidenced by the provided examples on Ludwig, using this phrase enables clear and effective communication about difficult selection processes.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
complexities of selection
Simply pluralizes 'complexity' and uses 'selection'.
difficulty in selecting
Focuses on the difficulty rather than complexity, and uses 'selecting' instead of 'choosing'.
difficulties of deciding
Uses 'deciding' instead of 'choosing', focusing on the difficulty.
intricacies of selection
Highlights the intricate details involved in the selection process.
challenges in decision-making
Emphasizes the problematic aspects of making a decision.
complicated nature of selection
Replaces 'complexity' with 'complicated nature' to stress the convoluted aspect.
problem of selection
Directly frames the act of selecting as a problem.
the conundrum of selecting
Emphasizes the perplexing and difficult nature of selection.
demands of choosing
Shifts the focus to the requirements and effort involved in choosing.
the problem of having to choose
Highlights the burden associated with the act of choosing.
FAQs
How can I use "complexity of choosing" in a sentence?
You can use "complexity of choosing" to describe situations where making a selection involves many factors. For example: "The "complexity of choosing" a medical treatment often involves considering side effects, cost, and personal preferences."
What are some alternatives to "complexity of choosing"?
Alternatives include "difficulty in selecting", "intricacies of selection", or "challenges in decision-making" depending on the specific nuance you wish to convey.
Is it better to say "complexity of choosing" or "complexities of choosing"?
Both are grammatically correct. "Complexity of choosing" refers to the general difficulty in making a selection. "Complexities of choosing" emphasizes the multiple intricate aspects involved.
What contributes to the "complexity of choosing"?
Factors such as numerous options, conflicting information, high stakes, and personal biases can increase the "complexity of choosing".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested