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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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workforce distribution

Grammar usage guide and real-world examples

USAGE 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

Human-verified examples from authoritative sources

Exact Expressions

43 human-written examples

The primary focus is on health workforce distribution and retention.

This is especially the case for workforce participation, hours worked, workforce distribution, and specialty choice.

Key for HRM functional areas: WS = workforce supply; WD = workforce distribution; WP = workforce performance.

More primary research is needed across the areas of workforce supply, workforce distribution, and workforce performance.

There have been many policies aimed at improving health workforce distribution and retention, across all countries.

Inequity in health workforce distribution has been a national concern of the Thai health service for decades.

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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].

They argue that their work should be valued equally with the overwhelmingly male workforce in distribution.

News & Media

The Times

It asks what factors influence the career decisions then affect the overall teacher workforce, the distribution of teachers across schools, and students' educational opportunities.

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.

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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'.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Common

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.

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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Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: