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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
seen as unproductive
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "seen as unproductive" is correct and usable in written English.
It can be used when discussing perceptions or evaluations of actions, behaviors, or processes that are considered ineffective or not yielding results. Example: "Many employees feel that the current meeting structure is seen as unproductive, leading to frustration and disengagement."
✓ Grammatically correct
News & Media
Science
Alternative expressions(17)
deemed ineffectual
deemed ineffective
considered useless
not effective
found to be unproductive
Not effective
Considered useless
Judged unavailing
Found to be unproductive
Evaluated as deficient
Regarded as unsuccessful
deemed futile
proven unsuccessful
considered worthless
proven ineffective
did not work
had no effect
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
2 human-written examples
Today, bohemia is seen as unproductive.
News & Media
A woman whose research has gone well is still seen as unproductive by the PI who never talks to her.
Science & Research
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
In 2006, when he oversaw the cold case squad, Chief Reznick sent a scathing memo threatening to transfer six detectives he saw as unproductive, drawing fury from the Detectives' Endowment Association but praise from the higher-ups.
News & Media
Whatever is seen as economically unproductive is simply dismissed.
News & Media
And if you use a monetary model, a regional theatre can be seen as very unproductive.
News & Media
It was her parents' idea to try eco-farming and Gao at first discouraged it, seeing it as unproductive and too labor intensive.
News & Media
The two missions were connected: the "work-shy" and other unproductive elements were seen as "useless mouths," and forced labor was a way of making them contribute to the community.
News & Media
Although commuting can be seen as a prerequisite for paid work, commuting time per se is unproductive and inefficient.
Science
Whilst making it clear he had no intention of pushing the island towards capitalism, he also said he was determined that Cuba should no longer be seen "as the only country in the world where it is not necessary to work .Officials have decided that around a million people, or a fifth of the workforce, are "unproductive".
News & Media
If you're on a date, and the conversation is just as unproductive as the date, call it a night.
Wiki
GEORGE BUSH's 30-hour visit to China last week was almost as unproductive as it was short.
News & Media
Expert writing Tips
Best practice
When using the phrase "seen as unproductive", ensure the context clearly indicates who holds this view. Specify the group or individual perceiving the action or entity as unproductive for clarity.
Common error
Avoid using "seen as unproductive" without specifying whose perspective it represents. Failing to attribute the perception can lead to ambiguity and weaken your argument. Always clarify who "sees" it as such.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "seen as unproductive" functions as a descriptive qualifier, indicating a perception or judgment about the effectiveness or output of a subject. According to Ludwig AI, it expresses a passive assessment, where something is being evaluated.
Frequent in
News & Media
41%
Science
33%
Wiki
9%
Less common in
Encyclopedias
6%
Formal & Business
5%
Science & Research
5%
Ludwig's WRAP-UP
The phrase "seen as unproductive" is a common and grammatically sound way to describe something perceived as ineffective or lacking positive results. Ludwig AI confirms its correctness and usability in English writing. It's crucial to provide context by specifying who holds this view to avoid ambiguity. Alternatives like "regarded as ineffective" or "perceived as inefficient" can be used depending on the intended nuance. Usage spans across diverse fields, from news and media to science, highlighting its versatility. The phrase serves to convey a negative assessment while maintaining a generally neutral tone, making it a valuable tool in expressing evaluations objectively.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
regarded as ineffective
Replaces "seen" with "regarded" and "unproductive" with "ineffective", focusing on the lack of desired outcome.
perceived as inefficient
Substitutes "seen" with "perceived" and "unproductive" with "inefficient", highlighting the perception of wasted resources.
considered a waste of time
Replaces the entire phrase with a more direct expression of futility.
deemed unprofitable
Focuses on the financial aspect, implying a lack of monetary gain.
viewed as fruitless
Emphasizes the lack of positive results or success.
believed to be sterile
Suggests a lack of creativity or innovative output.
thought to be barren
Similar to 'sterile', implying an inability to produce meaningful results.
labeled as unsuccessful
Highlights the failure to achieve a desired outcome.
judged to be futile
Emphasizes the pointlessness and lack of effect.
assessed as non-viable
Indicates that something is not sustainable or capable of succeeding.
FAQs
How can I use "seen as unproductive" in a sentence?
You can use "seen as unproductive" to describe something that is perceived to be ineffective or not yielding positive results. For example, "The new policy was "seen as unproductive" by many employees because it didn't address their concerns."
What are some alternatives to "seen as unproductive"?
Alternatives include "regarded as ineffective", "perceived as inefficient", or "considered a waste of time", depending on the specific nuance you want to convey.
Is it better to use "seen as unproductive" or "considered unproductive"?
Both phrases are grammatically correct and convey similar meanings. "Seen as unproductive" emphasizes the perception or viewpoint, while "considered unproductive" suggests a more reasoned judgment. The best choice depends on the specific context.
How does "seen as unproductive" differ from "being unproductive"?
"Seen as unproductive" indicates a perception or evaluation by someone, while "being unproductive" is a statement of fact about the actual output or results. Something can be "seen as unproductive" even if it's not inherently so, due to biases or incomplete information.
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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
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested