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 human resources, workforce management, or organizational structure to refer to the allocation or arrangement of personnel within a company or organization. Example: "The report on personnel distribution revealed that the majority of employees are concentrated in the marketing department."
✓ Grammatically correct
Formal & Business
Science
News & Media
Alternative expressions(2)
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 the arrangement of employees within different departments or projects.
Common error
Avoid using "personnel distribution" when a more specific term like "staff assignment" or "workforce deployment" would more accurately reflect the context. Ensure the term aligns with the specific aspect of employee allocation being discussed.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "personnel distribution" functions as a noun phrase, often serving as the subject or object of a sentence. It describes the arrangement or allocation of employees within an organization. Ludwig AI confirms that the phrase is correct and usable in written English.
Frequent in
Science
50%
News & Media
25%
Formal & Business
25%
Less common in
Wiki
0%
Academia
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "personnel distribution" is a noun phrase used to describe the arrangement and allocation of employees within an organization. Ludwig confirms its grammatical correctness and usability. It's most commonly found in formal and scientific contexts, as well as in business reports. While its frequency is relatively rare, understanding its meaning and appropriate usage can enhance clarity in discussions about organizational structure and resource management. Alternative phrases such as "staff allocation" and "workforce deployment" can provide nuanced ways to express similar concepts.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Staff allocation
Focuses on the act of assigning staff to different tasks or departments.
Workforce deployment
Emphasizes the strategic placement of employees to maximize efficiency.
Human resources allocation
Highlights the management and distribution of human resources within an organization.
Manpower distribution
Refers to the distribution of workforce or labor force in different sectors or regions.
Personnel assignment
Focuses on the act of assigning specific personnel to particular roles or projects.
Team placement
Highlights the strategic placement of teams within an organization.
Employee deployment
Implies the planned and strategic distribution of employees to meet organizational needs.
Labor distribution
Focuses on the distribution of labor resources across different activities or sectors.
Staffing arrangement
Refers to the overall arrangement and organization of staff within a company.
Personnel placement
Highlights the act of placing personnel in specific positions or locations.
FAQs
How can I use "personnel distribution" in a sentence?
You can use "personnel distribution" to describe how employees are allocated within an organization. For example, "The company optimized its "personnel distribution" to improve efficiency".
What are some alternatives to "personnel distribution"?
Alternatives include "staff allocation", "workforce deployment", and "human resources allocation", depending on the specific context.
Is "personnel distribution" the same as "staff allocation"?
While similar, "personnel distribution" generally refers to the overall arrangement of staff, whereas "staff allocation" often implies a more specific assignment of individuals to tasks or departments.
In what contexts is "personnel distribution" most appropriate?
"Personnel distribution" is particularly suitable in formal or business contexts when discussing organizational structure, resource management, or strategic planning related to employees.
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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested