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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
workforce distribution
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "workforce distribution" is correct and usable in written English.
It can be used when discussing the allocation or arrangement of employees within an organization or across different sectors. Example: "The workforce distribution in our company has shifted significantly over the past year, with more employees working remotely."
✓ Grammatically correct
Science
Human Resources
Health Services Research
Alternative expressions(3)
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
43 human-written examples
The primary focus is on health workforce distribution and retention.
Science
This is especially the case for workforce participation, hours worked, workforce distribution, and specialty choice.
Science
Key for HRM functional areas: WS = workforce supply; WD = workforce distribution; WP = workforce performance.
Science
More primary research is needed across the areas of workforce supply, workforce distribution, and workforce performance.
Science
There have been many policies aimed at improving health workforce distribution and retention, across all countries.
Science
Inequity in health workforce distribution has been a national concern of the Thai health service for decades.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
17 human-written examples
The difficulties in addressing the challenges underpinning human resources for health in Tanzania, including inadequate training and recruitment, uneven workforce distributions, and retention, coupled with the desire to extend the reach of health services, have led to a proliferation of community health worker (CHW) programs [ 4].
Science
They argue that their work should be valued equally with the overwhelmingly male workforce in distribution.
News & Media
It asks what factors influence the career decisions then affect the overall teacher workforce, the distribution of teachers across schools, and students' educational opportunities.
Academia
This clearly depicts a weak workforce, low distribution of pharmacy practice within the public sector, low impact on service delivery, and poor access to medicines and treatment for the community and key populations.
Physician workforce gender distribution, per selected countries.
Science
Expert writing Tips
Best practice
When discussing "workforce distribution", specify the context (e.g., geographical, departmental, skill-based) to ensure clarity and relevance. For example, focus on "geographical workforce distribution".
Common error
Don't use "workforce distribution" without specifying the relevant criteria. For example, instead of just stating 'the workforce distribution needs improvement', specify which aspect needs attention: 'the geographical workforce distribution needs improvement to better serve rural areas'.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "workforce distribution" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the way in which employees are spread across different areas or categories. Ludwig AI confirms its correct usage in various contexts.
Frequent in
Science
65%
Formal & Business
20%
News & Media
15%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "workforce distribution" is a grammatically sound and frequently used term, particularly within scientific, formal and business contexts. Ludwig AI validates its proper usage. It refers to the arrangement and allocation of employees across various sectors or regions. Improving "workforce distribution" often involves strategic planning and targeted interventions to address imbalances. Remember to provide clear context when using the phrase to avoid ambiguity, and consider alternative phrases like "personnel allocation" or "staff deployment" depending on the specific nuance you wish to convey.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
personnel allocation
Focuses on the act of assigning personnel to different roles or locations.
staff deployment
Emphasizes the strategic positioning of staff within an organization or system.
employee placement
Highlights the process of placing employees in suitable positions.
labor force allocation
Broader term referring to the assignment of labor resources.
personnel assignment
Similar to personnel allocation, but can refer to specific tasks.
workforce composition
Focuses on the makeup and diversity of the workforce.
human capital distribution
Emphasizes the skills and abilities distributed within the workforce.
staffing arrangements
Refers to the overall plan and organization of staffing.
resource allocation for labor
Highlights the economic aspect of distributing labor resources.
workforce spread
Describes the extent or measure of distribution across different areas.
FAQs
What does "workforce distribution" mean?
"Workforce distribution" refers to how employees are spread across various locations, departments, roles, or sectors within an organization or economy. It considers factors like geography, skill sets, and job types.
How can I improve "workforce distribution" in my company?
Improving "workforce distribution" involves strategies such as targeted recruitment, incentive programs for relocating to underserved areas, and flexible work arrangements. Analyzing current distribution patterns and identifying gaps is the first step.
What are some alternatives to "workforce distribution"?
You can use alternatives like "personnel allocation", "staff deployment", or "employee placement" depending on the specific context.
Why is "workforce distribution" important for healthcare?
"Workforce distribution" is crucial in healthcare to ensure equitable access to medical services. An uneven distribution can lead to shortages of healthcare professionals in rural or underserved areas, impacting patient care.
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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