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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
should have incorporated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "should have incorporated" is correct and usable in written English.
It can be used to express a past obligation or recommendation that was not fulfilled, often in a reflective or critical context. Example: "The report was lacking in detail; the authors should have incorporated more data to support their conclusions."
✓ Grammatically correct
News & Media
Science
Wiki
Alternative expressions(20)
should have included
ought to have included
neglected to mention
should have acquired
should have indicated
should have looked
should have noticed
should have utilized
should have greeted
should have secured
should have expressed
should have suggested
should have progressed
should have generated
should have gotten
should have attributed
should have foreseen
should have triggered
should have worn
should have received
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
4 human-written examples
But Mr. Seggos said the city should have incorporated such ideas as roofs that can be planted with trees into a plan it submitted to state regulators in June for handling combined sewer overflows.
News & Media
By the time you reach the nape of your neck, you should have incorporated all of your hair.
Wiki
As Chairman Greenspan should have incorporated housing prices in his assessment of inflation, Bernanke, and now Yellen, should be incorporating financial asset prices into their assessments of inflation.
News & Media
d) Rules governing migration of foreigners with the purpose of work or settlement in the U.S. should have incorporated provisions allowing government security agencies to monitor potential security threats.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
We identified a list of features that a resource should have, incorporating recommended behaviour change concepts [ 25].
CLINTON POSTMORTEM - Maybe the campaign should've incorporated more glass ceiling video effects.
News & Media
A high proportion of internal fragments suggests the experimental protocol may be improved in some other way: since internal fragments are derived from DNA positioned away from the restriction enzyme cut-site, these fragments should not have incorporated a biotin tag during the Hi-C ligation step.
Science
More recent paintings have incorporated new objects.
News & Media
We have incorporated this data.
Science
He said that even if the town was determined to use the historic buildings, they should have been incorporated as wings off a new main structure built according to "green" principles.
News & Media
In addition, another variable that should have been incorporated as a relevant control regressor in the analysis is the level of public expenditure.
Science
Expert writing Tips
Best practice
When using "should have incorporated", ensure the context clearly indicates what was missed and why its inclusion would have been beneficial. For example, "The report should have incorporated more data to support its conclusions."
Common error
Avoid using "should have incorporated" in very informal settings. Opt for simpler alternatives like "should have included" or "needed to add" to maintain a natural tone.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "should have incorporated" functions as a modal verb phrase expressing a past unrealized obligation or recommendation. Ludwig AI confirms its usability in written English. It suggests that an action of including or integrating something was necessary or advisable but did not occur.
Frequent in
News & Media
33%
Science
50%
Wiki
17%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "should have incorporated" is a modal verb phrase used to express a missed opportunity or past obligation to include or integrate something. As confirmed by Ludwig AI, it is grammatically correct and generally suitable for neutral to professional contexts, expressing regret, critique, or suggestion. While fairly versatile, it is less common than simpler alternatives in very informal settings. The phrase appears across diverse sources including news, science and wiki domains. When using this expression, ensure that the context clearly defines what was missed and what the potential benefits of its inclusion would have been.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
ought to have included
Replaces "should" with "ought to", indicating a slightly stronger sense of moral obligation.
should have included
A more direct synonym using "included" instead of "incorporated".
needed to integrate
Focuses on the necessity of integrating something, rather than a missed opportunity.
was supposed to integrate
Emphasizes an expectation that was not met.
failed to integrate
Highlights the failure to include or incorporate something.
missed the opportunity to include
Specifically points out a missed chance to incorporate.
neglected to incorporate
Suggests a lack of attention or care in not incorporating something.
it would have been better to include
Expresses a subjective opinion that inclusion would have been preferable.
would have benefited from including
Highlights the potential benefits of incorporating something that was not.
it was essential to incorporate
Underlines the importance of incorporation that was not realized.
FAQs
How do you use "should have incorporated" in a sentence?
"Should have incorporated" is used to express that something should have been included or integrated in the past, but it wasn't. For example, "The design "should have incorporated" user feedback to be more effective."
What's a simpler way to say "should have incorporated"?
Simpler alternatives include "should have included", "needed to add", or "was supposed to include" depending on the context.
Is it correct to say "should have incorporate"?
No, it's not correct. The correct form is "should have incorporated". "Incorporated" is the past participle form of the verb "incorporate" and is required after "have".
What's the difference between "should have included" and "should have incorporated"?
While both are similar, "incorporated" implies a more thorough integration or blending of elements, while "included" simply means something was added. Therefore "incorporated" is appropriate when integration is important, while "included" has a more general meaning. For example, "The plan "should have incorporated" sustainable practices" suggests a deep integration, while "The list "should have included" her name" implies a simpler addition.
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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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested