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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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collaborative decision-making

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "collaborative decision-making" is correct and usable in written English.
It can be used in contexts where multiple individuals or groups are involved in making a decision together, emphasizing teamwork and cooperation. Example: "The project was successful due to the collaborative decision-making process that included input from all team members."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

38 human-written examples

Its generic features make it applicable to a variety of collaborative decision-making scenarios.

"Our collaborative decision-making process includes input from parents, teachers and administrators.

News & Media

The New York Times

"Nothing on this scale using online tools is happening anywhere else in the world," Ben Knight, one of the entrepreneurs behind a collaborative decision-making app, Loomio, told me.

News & Media

The Guardian

Collaborative decision-making: everyone's opinion matters.

The system also has the ability to handle fuzziness during the process of collaborative decision-making.

Some of these challenges include environmental sustainability, socioeconomic innovation, participatory governance, better public services, planning and collaborative decision-making.

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Human-verified similar examples from authoritative sources

Similar Expressions

22 human-written examples

The last system, called Collaborative Decision Making, announced by Mr. Clinton on March 10, involves conference calls every two hours among the F.A.A. and the airlines.

News & Media

The New York Times

KnowSEC supports collaborative decision making by explanation interfaces that are generated by declarative SPARQL queries.

Figure 13 Illustrative example scenario showing the application of Social BIMCloud for collaborative decision making in the construction industry.

Collaborative decision making is also discussed by Palomares et al. [51], where multiple experts are supported to make a unified decision in a management-based approach.

Designing such networks faces a number of challenging tasks, as one needs to address some conflicting requirements for quick diagnosis, collaborative decision making, achieving high precision and reliability.

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Expert writing Tips

Best practice

Clearly define the goals and objectives of the decision to be made to provide direction and focus for the collaborative effort.

Common error

Avoid assuming that "collaborative decision-making" absolves individuals of responsibility. Clearly define individual roles and accountabilities within the collaborative process to ensure ownership and effective implementation of decisions.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

"Collaborative decision-making" functions as a noun phrase, often acting as the subject or object of a sentence. Ludwig AI indicates that it describes a process where decisions are made collectively. It is frequently used to emphasize teamwork and shared responsibility in reaching conclusions.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "collaborative decision-making" is a well-established and frequently used phrase in English that describes a process where decisions are made jointly by a group. Ludwig AI confirms its grammatical correctness and usability across various contexts. Predominantly found in scientific, news, and business domains, it emphasizes teamwork, inclusivity, and shared responsibility. Alternatives such as "joint decision-making" or "shared decision-making" offer similar meanings. To ensure effective use, clearly define roles and objectives, while avoiding the misconception that collaboration eliminates individual accountability.

FAQs

How can I effectively use "collaborative decision-making" in a sentence?

Use "collaborative decision-making" to describe situations where decisions are made jointly by a group, like: "The success of the project relied on "collaborative decision-making" among team members."

What are some alternatives to "collaborative decision-making"?

You can use alternatives like "joint decision-making", "shared decision-making", or "group decision-making" depending on the specific context.

What distinguishes "collaborative decision-making" from "individual decision-making"?

"Collaborative decision-making" involves multiple individuals working together to reach a decision, while "individual decision-making" involves a single person making the decision alone.

In what scenarios is "collaborative decision-making" most appropriate?

"Collaborative decision-making" is best suited for complex situations where diverse perspectives and expertise are needed to achieve the best possible outcome.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: