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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
restricted involvement
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "restricted involvement" is correct and usable in written English.
It can be used to describe a situation where participation or engagement is limited or controlled in some way. Example: "Due to the sensitive nature of the project, there will be restricted involvement from external stakeholders."
✓ Grammatically correct
Science
News & Media
Alternative expressions(19)
limited participation
controlled access
limited involvement
reduced participation
regulated access
small attendance
restricted participation
exclusive access
restricted presence
reduced attendance
limit attendance
capacity restrictions
reduced capacity
private event
restricted attendance
stemming from reduced engagement
reduced engagement
limited engagement
waning interest
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
1 human-written examples
However, the risk of workers at the power plant being affected by this extreme heat may be minimal because most of the workers worked indoors with restricted involvement with outdoor activities.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
which restrict involvement of each specific health profession, and (III) focus on (recovery of) physical functioning.
About the only time Obama overcame his skepticism about overt military action was during the Libyan uprising, and even then he sought the cover of the United Nations and restricted U.S. involvement to air power.
News & Media
Barry Glendenning World Cups 1990 , 1994Appearances 8 Goals 5 A wayward but prodigious rogue who scored 55 times in 70 appearances, a lack of fitness restricted his involvement at Italia 90 to one cameo, but four years later he was the undisputed star of USA 94.
News & Media
It restricted the involvement of foreign scientists and students in some U.S. research projects, for instance.
Science & Research
Constantine was appointed to the BBC's General Advisory Committee in 1966 and became a BBC Governor two years later, although declining health restricted his involvement.
Wiki
Former colleagues like Qian were prevented from returning to the project by the Federal Bureau of Investigation FBII), who ensured the secrecy of the operation and restricted the involvement of foreign nationals and political extremists.
Wiki
Others restricted their involvement to tasks solely relating to pre abortion care, such as performing ultrasounds to determine gestational age and referral to a designated abortion facility.
Science
However, this might also be partially attributable to the intracerebral route, since only very restricted LRS involvement was present in the classical scrapie positive control, which is contrary to observations in natural disease, and following oral challenge [ 13].
Science
A recently published analysis of orthopaedic liability in acute care settings in the USA backs this up and also revealed that many orthopaedic surgeons in the USA purposefully restricted their involvement in emergency settings in order to the "minimize or eliminate their exposure to emergency department risk"[ 25].
The decision was characterized by a top-down policy process with the FMOH overtly exercising its power to involve new actors and restrict the involvement of some traditional actors.
Science
Expert writing Tips
Best practice
When describing the level of access or participation in a project, "restricted involvement" is useful to convey that it is deliberately limited, often due to security, sensitivity, or resource constraints. Be sure to clarify why the involvement is restricted for better understanding.
Common error
Avoid using "restricted involvement" when simply meaning "limited participation" without a specific reason for the restriction. If there's no controlling factor causing it, consider using a simpler term such as "limited participation".
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "restricted involvement" functions as a noun phrase where the adjective "restricted" modifies the noun "involvement". It commonly acts as a subject or object, indicating a state of limited participation. Ludwig AI confirms its usability in written English.
Frequent in
Science
62%
News & Media
26%
Wiki
5%
Less common in
Encyclopedias
0%
Formal & Business
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "restricted involvement" is a grammatically correct phrase used to describe limited participation due to specific constraints. While Ludwig AI confirms its validity, it's important to use it precisely, ensuring that there's an actual restriction in place. The phrase is most common in science, news and media. Alternatives include "limited participation" or "controlled access". To avoid vagueness, always specify the reason for the restriction.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
limited participation
Focuses on the reduced level of engagement rather than the imposed restriction.
reduced participation
Directly states that the level of participation is lower than usual.
controlled access
Emphasizes the control over who or what can participate.
regulated access
Emphasizes that the ability to participate is subject to specific rules or regulations.
curtailed engagement
Suggests a reduction in involvement, often due to external factors.
narrowed engagement
Focuses on a reduction of the breadth of interactions.
circumscribed role
Highlights the limited scope of someone's function or part in an activity.
confined role
Suggests that someone's function is kept within strict boundaries.
qualified participation
Implies that involvement is subject to certain conditions or limitations.
partial inclusion
Implies that only some aspects or individuals are allowed to participate.
FAQs
How can I use "restricted involvement" in a sentence?
Use "restricted involvement" to describe situations where participation is deliberately limited or controlled. For instance, "Due to security concerns, external consultants have "restricted involvement" in the project's initial phase."
What are some alternatives to "restricted involvement"?
You can use alternatives such as "limited participation", "controlled access", or "curtailed engagement" depending on the specific context you want to convey.
Is "restricted involvement" formal or informal?
"Restricted involvement" is suitable for both formal and informal contexts, although it is more commonly found in professional, scientific, or news-related settings.
What is the difference between "restricted involvement" and "limited involvement"?
While both phrases indicate a reduced level of participation, "restricted involvement" implies that the limitation is actively imposed or controlled, whereas "limited involvement" may simply indicate a lack of resources or opportunity.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested