Used and loved by millions
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
personnel distribution
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "personnel distribution" is correct and usable in written English.
It can be used in contexts related to the allocation or arrangement of staff within an organization or project. Example: "The personnel distribution for the upcoming project will ensure that each team member is assigned to their area of expertise."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
The IPL's third season sees it return to India as a more settled event, its personnel distribution a little more established, its franchises more familiar.
News & Media
These included the density of different types of health personnel, distribution of health personnel within a country and hospital beds in the country.
Science
This financing assistance is required to provide the working capital to meet the current needs for the construction of the new production facility and additional personnel, distribution costs, and other related expenses.
Science
The timing of introducing a rural allowance policy to address geographical inequities in health personnel distribution in South Africa right before its second democratic election in 2004 suggested a political motive [ 20].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
More important, the Ravens have a middle linebacker and free safety with the sagacity to recognize New England's formations and personnel distributions.
News & Media
Better districting plans can lead to lower response times, officers' familiarization with their assigned area, more efficient utilization of personnel, equalized distribution of workload, uniform police visibility, enhanced officer safety, balanced police response to calls and officer accountability [3].
Science
Activity-based cost centers in this analysis represent the overarching program components (FA and RUSF) which are comprised of both component activities (e.g. distributions, sensitization, training) and the inputs required for activities in each cost center (e.g. personnel, staple rations, distribution sites).
"Take away the politicians, all the ideologies and their professional protagonists from those same countries and leave them their present energy networks, industrial machinery, routine production, and distribution personnel, and no more humans will starve nor be afflicted in health than at present".
News & Media
Federal agencies that oversee traffic at seaports, airports and railways warn that with less funding, they would have to cut personnel, slowing the distribution of goods nationwide and debilitating commerce.
News & Media
We initially consulted HAS personnel and BSF distribution records to identify communities with several BSFs.
The reasons for this are multiple and may include under-utilization of the service by the population and personnel management challenges (distribution, motivation and support).
Science
Expert writing Tips
Best practice
When discussing organizational structure or resource allocation, use "personnel distribution" to clearly convey how staff is arranged or assigned within a system.
Common error
Avoid using "personnel distribution" in overly simplistic contexts where a more common term like "staffing" or "assignment" would suffice. Clarity is key.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "personnel distribution" functions as a noun phrase, typically serving as the subject or object of a sentence. It refers to the way in which employees or staff are allocated or arranged within a particular context, as seen in Ludwig examples.
Frequent in
Science
50%
News & Media
25%
Formal & Business
25%
Less common in
Academia
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "personnel distribution" is a grammatically sound noun phrase that describes the arrangement or allocation of staff. Ludwig AI confirms its usability in written English, particularly in contexts related to organizational structure, resource allocation, and human resources. While not overly common, the phrase is widely understood in professional, academic, and scientific settings. It is most frequently found in scientific publications, news media, and formal business documents. When using this phrase, consider alternative terms like "staff allocation" or "workforce deployment" depending on the specific nuance you wish to convey.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
staff allocation
Focuses on the act of assigning personnel to specific roles or tasks.
employee placement
Emphasizes the process of fitting employees into appropriate positions within a company.
workforce deployment
Highlights the strategic positioning of personnel to achieve organizational goals.
manpower allocation
Stresses the distribution of human resources across different departments or projects.
personnel assignment
Focuses on the specific task of assigning individuals to particular duties.
staff deployment
Emphasizes the strategic implementation of staff to specific tasks.
employee arrangement
Describes the systematic organization of employees within a workplace.
personnel placement
Highlights fitting of personnel to their best roles and positions.
labor distribution
Focuses on how labor is spread across various activities or sectors.
human resource allocation
Puts stress on allocating personnel as a strategic resource.
FAQs
How can I use "personnel distribution" in a sentence?
You might say, "The effectiveness of the project depends on the appropriate "personnel distribution" across various departments."
What's a more straightforward way to say "personnel distribution"?
Depending on the context, you could use simpler terms like "staff allocation", "employee placement", or "workforce deployment".
Is "personnel distribution" formal or informal?
"Personnel distribution" is generally considered a formal term, suitable for professional or academic settings, not typically used in informal conversations.
What are some factors to consider when planning "personnel distribution"?
Consider factors like skill sets, experience levels, project requirements, and geographical location to ensure optimal staffing.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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
4.3/5
Expert rating
Real-world application tested