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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
confusion for users
Grammar usage guide and real-world examplesUSAGE SUMMARY
"confusion for users" is a perfectly correct and usable statement in written English.
This phrase can be used anytime you want to indicate that a particular situation or choice may be confusing or complicated for people (the "users") to understand. For example, "The recent changes in local transportation regulations have caused confusion for users."
✓ Grammatically correct
News & Media
Academia
Science
Alternative expressions(20)
lack of clarity for users
user disorientation
ambiguity for users
lack of user clarity
user perplexity
unclear to users
uncertainty for users
confusion for practitioners
confusion for taxpayers
confusion for years
confusion for stakeholders
confusion for developers
confusion for passengers
confusion for observers
confusion for researchers
clarity for users
concern for users
confusion for learners
confusion for participants
confusion for respondents
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
7 human-written examples
The planned English GCSE reforms even have a different grading system, threatening massive confusion for users, and are a sad attempt to return to a memory-based O-level system.
News & Media
This change has caused some confusion for users, and so we've created an entry in our FAQ to address the issue.
Academia
This caused confusion for users who thought the devs were hiking prices or putting things on sale, which may have caused purchase hesitation and conversion rate decreases.
News & Media
This way Facebook can try out tons of variations all at once, without multiple app updates or any confusion for users.
News & Media
At the same time, Alexandra Hardiman, executive director of mobile products at the Times, noted that the Citi Bike icon will be clearly marked as sponsored: "There will be no confusion for users about whether or not they're looking at a piece of advertiser content".
News & Media
This has the potential for causing confusion for users.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
Assigning multiple functionalities to a single button on an appliance help manufacturers economize user interfaces, but, this can easily create confusion for the users.
As a secondary goal, we explain likely causes of discrepancy between data sets to ameliorate confusion for map users.
Science
As far as this last issue is concerned, the presence of many different acquisition technologies and devices on the market is a source of confusion for the users, who sometimes choose the wrong solution instead of finding the most efficient one.
Science
These can cause confusion for common users, who intuitively think about data on the conceptual database level, which is focused on ontological description of data.
Science
None of these have changed from previous versions on other handsets so I felt at home with them, although the duplication of capability (notably in music playback and viewing pictures) is still a potential point of confusion for new users.
News & Media
Expert writing Tips
Best practice
When describing software or systems, use "confusion for users" to identify areas where the design might lead to misunderstandings or difficulties in operation. For example, you could say, "The new interface caused "confusion for users" due to the inconsistent placement of buttons."
Common error
Avoid phrasing that obscures the source of the confusion. Instead of saying, "Confusion was created for users," specify what caused the confusion: "The unclear instructions caused "confusion for users"."
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "confusion for users" acts as a noun phrase functioning to describe a state or condition affecting a specific group of individuals, the users. As Ludwig AI explained, the phrase is correct and usable.
Frequent in
News & Media
40%
Academia
40%
Science
20%
Less common in
Formal & Business
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "confusion for users" is a grammatically correct and readily understandable expression used to pinpoint instances where a lack of clarity or understanding affects a group of individuals. As Ludwig AI confirms, it is perfectly acceptable in written English. While it is more commonly found in news and media outlets, academic settings, and scientific documents, its usage extends to various contexts where user experience is being discussed. To enhance clarity in your own writing, avoid passive constructions and accurately attribute the causes of "confusion". To convey similar ideas, you might also consider alternatives such as "user disorientation" or "lack of clarity for users".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
user disorientation
Focuses more directly on the feeling of being lost or disoriented that users experience.
lack of user clarity
Highlights the absence of clear understanding from the users' perspective.
user perplexity
Emphasizes the state of being puzzled or bewildered among users.
ambiguity for users
Points to the presence of unclear or multiple interpretations affecting users.
users' bewilderment
Directly indicates the users' state of being confused and slightly lost.
unclear to users
Highlights that something isn't easily understood from the perspective of users.
user misinterpretation
Focuses on the users' incorrect understanding or interpretation of something.
cognitive overload for users
Pinpoints an excess of information causing confusion.
information asymmetry affecting users
Suggests that an imbalance of information causes confusion
obscurity for users
Highlights that something is vague or not easily seen or understood by users.
FAQs
How can I rephrase "confusion for users" to sound more formal?
In a formal context, you could use phrases like "lack of clarity for users", "user disorientation", or "ambiguity for users" to convey a similar meaning with a more professional tone.
What are some common causes of "confusion for users" in software design?
Common causes include inconsistent user interfaces, unclear labeling, poor information architecture, and lack of feedback. Addressing these issues can significantly reduce "confusion for users" and improve the overall user experience.
Is "confusion for users" the same as "frustration for users"?
While related, they are not identical. "Confusion for users" refers specifically to a lack of understanding, while frustration may arise from various issues, including confusing interfaces, slow performance, or unmet expectations. Addressing the "confusion for users" can certainly reduce frustration, though.
How can I measure the level of "confusion for users" in a new website design?
You can measure it through user testing, A/B testing, surveys, and analytics. Look for metrics like task completion rates, time on task, error rates, and user feedback to identify areas where users experience "confusion".
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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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested