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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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worker intensive

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "worker intensive" is not standard in written English; the correct term is "labor-intensive." You can use "labor-intensive" to describe a process or industry that requires a large amount of human labor to produce goods or services.
Example: "The construction of the new building is labor-intensive, requiring many workers on-site to complete the project."

⚠ May contain grammatical issues

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

We compared physician-intensive follow-up (PF), the standard of care, with two methods of task-shifting: nurse-intensive follow-up (NF) and pharmacy-worker intensive follow-up (PWF).

IDI implements monthly ART follow-up using three algorithms: 1) physician-intensive follow-up (PF), 2) nurse-intensive follow-up (NF), and 3) pharmacy worker-intensive follow-up (PWF).

HCW: Health care worker; ICU: Intensive care unit; MRSA: Methicillin-resistant Staphylococcus aureus.

While Zulekha's weight increased, the community worker provided intensive counselling to the family on how they could keep Zulekha well-nourished and healthy, even in the poor environment within which they lived.

Formal & Business

Unicef

Lacking the national average for the general population in Bangladesh, we compared the mean handgrip strength of male participants aged 25-44 years old with that of a reference group of 100 healthy males aged 27-42 years in West Bengal: that of 50 office workers was 43 kg and that of 50 metal workers performing intensive manual labour was 41 kg [ 24].

Fujitsu's Mr Noshiro has put some 40 Chinese workers through intensive training in Japan, at a cost of $30,000 a year each.

News & Media

The Economist

Work Related Musculoskeletal Disorders (WMSDs) among office workers with intensive computer use is widespread and the prevalence of symptoms is growing.

These population trends will lead to an increasing demand for healthcare resources (both in terms of number of beds and number of healthcare workers), including intensive care.

As city sanitation workers perform intensive cleanings,..

News & Media

Los Angeles Times

All selected field workers underwent intensive training for one week prior to the survey.

This was consistent with reports from Korea, 4.5% [ 16] and lower than reports from Egypt (25%) isolated from pediatric patients [ 17] and health care workers in intensive care units (9.5%) [ 18].

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Expert writing Tips

Best practice

When describing processes or industries needing a large workforce, prefer the term "labor-intensive". It's the established and grammatically sound choice.

Common error

Avoid using "worker intensive" as it's not standard English. "Labor-intensive" is the correct term for describing something that requires a lot of human labor.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

2.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "worker intensive" functions as a descriptive term attempting to characterize something that requires a significant number of workers. However, it is not standard English. According to Ludwig AI, the proper term is "labor-intensive".

Expression frequency: Missing

Frequent in

Science

39%

News & Media

33%

Formal & Business

10%

Less common in

Encyclopedias

4%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, while the phrase "worker intensive" is understandable, it is not grammatically correct; the established term is "labor-intensive". Ludwig AI highlights that "labor-intensive" is the preferred phrase for describing processes or industries that require a significant workforce. Although found in a variety of sources, primarily science and news media, its non-standard nature suggests caution in formal writing. Alternative phrases, such as "highly staffed" or "work-intensive", can be used depending on the specific context. However, using "labor-intensive" ensures clarity and grammatical correctness.

FAQs

What's the correct way to say something requires a lot of workers?

The correct term is "labor-intensive". It's used to describe a process or industry that needs a large workforce.

Is "worker intensive" grammatically correct?

While you might encounter the phrase "worker intensive", it is not considered standard English. The preferred and grammatically sound term is "labor-intensive".

Are there alternatives to "labor-intensive"?

Yes, depending on the context, you could use phrases like "staff-heavy", "highly staffed", or "requiring significant manpower", but "labor-intensive" remains the most common and widely accepted term.

What does "labor-intensive" mean?

"Labor-intensive" describes a process or industry where a large amount of work is done by people rather than machines. It means that human labor is a significant factor in the production or operation.

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Source & Trust

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Authority and reliability

2.8/5

Expert rating

Real-world application tested

Most frequent sentences: