human intensive

USAGE SUMMARY

The phrase "human intensive" is not standard in written English and may cause confusion.
It could be used in contexts discussing processes or activities that require significant human involvement or labor. Example: "The project is highly human intensive, relying on skilled workers to complete the tasks effectively."

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Moreover, techniques to enhance water quality are still under investigation especially due to the increasing pressure over human intensive agriculture activities.

Catalysis Today

The "old-guard" has long been suffering from inflexible back-end systems, antiquated ways of serving customers and human intensive processes.

TechCrunch

15 Today, education sector is the most human intensive public sector in Ethiopia.

HIV/AIDS - Research and Palliative Care

Despite modern treatments, sepsis associated with organ dysfunctions is a main cause of death (more than 40%) in human intensive care units [ 9].

BMC Veterinary Research

The clinical value of blood lactate measurement in predicting prognosis and outcome, determining tissue perfusion and evaluating treatment response in human intensive care units has been well documented [ 6- 11].

Acta Veterinaria Scandinavica

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

"Even the most complex, human-intensive services will have an Internet component".

The New York Times

"They're stuck with a human-intensive manual system that dates from the 1940's".

The New York Times

Rainbird "A symbolic AI platform that is transforming the way that businesses are automating human-intensive knowledge work".

TechCrunch

Several interactive CASE tools have been developed to support this cognitive and human-intensive process.

Fuzzy Sets and Systems

"India has been known for IT services and then human-intensive BPO, the third wave is analytically powered high-end intellectually driven data services that use India's statistical expertise," the Helion co-founder added.

TechCrunch

Designing User Interfaces (UIs) is considered a creative and human-intensive task, and this prevents from adopting computer-aided tools to explore alternative solutions.

Information Sciences

Expert writing Tips

Best practice

Use "human intensive" to emphasize both the quantity and degree of human effort involved, particularly in contrast to automated or technology-driven approaches.

Common error

Avoid using "human intensive" when "labor-intensive" more accurately describes the situation. "Labor-intensive" specifically highlights the amount of manual labor needed, while "human intensive" is broader and less common.

Linguistic Context

The phrase primarily functions as a compound adjective modifying a noun, indicating that the noun it describes (e.g., "services", "processes", "system") involves significant human effort or resources. Ludwig AI notes that the phrase is not standard English, which may affect its impact and clarity.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "human intensive" describes processes that require significant human effort. While understandable, Ludwig AI marks it as non-standard, suggesting alternatives like "labor-intensive" or "human-centered" may be clearer. Usage is rare, primarily appearing in scientific and news contexts. While grammatically acceptable, writers should consider audience and context, opting for more common alternatives when clarity is essential. The phrase emphasizes the quantity and degree of human involvement, particularly when contrasting with automated approaches.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Labor-intensive

Focuses specifically on the amount of manual labor required.

People-centric

Emphasizes the focus on people, whether as workers or beneficiaries.

Human-driven

Highlights the role of humans as the primary drivers or operators.

Manual

Implies work done by hand rather than by automated systems.

Hands-on

Suggests direct and active involvement in a task.

Staff-heavy

Indicates a large number of staff members involved.

Human resource-intensive

Highlights the significant demand for human resources.

Requiring significant human effort

Directly states the need for substantial human exertion.

Heavily staffed

Focuses on the large number of personnel involved.

Personalized

Highlights direct and individualized human attention or interaction.

FAQs

What does "human intensive" mean?

The phrase "human intensive" describes processes or activities that require a significant amount of human involvement, effort, or labor. It indicates a high degree of human participation compared to automated or machine-driven processes.

What are some alternatives to "human intensive"?

Alternatives include "labor-intensive", "human-centered", "people-centric", or "manual", depending on the specific context and nuance you want to convey.

Is "human intensive" grammatically correct?

While not incorrect, "human intensive" is not a standard or commonly used phrase in English. It is understandable but may sound slightly awkward to some speakers. It could be better to replace it with "labor-intensive" or similar.

How can I use "human intensive" in a sentence?

You can use "human intensive" to describe a process that relies heavily on human effort. For example: "The project is highly human intensive, relying on skilled workers to complete the tasks effectively."