Used and loved by millions

Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

proactive collaboration

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "proactive collaboration" is correct and usable in written English.
It can be used to describe a cooperative approach that anticipates and addresses issues before they arise, often in a team or organizational context. Example: "Our team believes in proactive collaboration to ensure that all potential challenges are addressed before they impact our project timeline."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

In addition, this scheme deploys an epidemic exchange protocol to ensure high reliability of data and stimulate proactive collaboration between nodes.

This was then followed by more proactive collaboration with the government of Zhiduo county, under the tripartite Yangtze Headwaters Sustainable Development Project (2003 to 2008).

Nigeria's President-elect Muhammadu Buhari, a former military leader, says one of his first moves after assuming office will be to call a meeting of the regional leaders on a more proactive collaboration to end the conflict.

News & Media

BBC

This connotes that there is a need for more structured networks that would promote more dynamic interactions, positive dialogue and communications, synergistic cooperation, and proactive collaboration between multidisciplinary and diverse professional communities and stakeholders within TBI care systems.

The delivery of appropriate interventions requires proactive collaboration of a multidisciplinary group of professionals.

Early and proactive collaboration with CFIA involved a general assessment of the country of origin and distribution patterns for frequently eaten foods.

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

"We can prevent an epidemic by way of effective and proactive international collaboration," said President Yudhyono.

Formal & Business

Unicef

However, on a more empowering note, he summarized the theme of the Congress in one simple sentence: "We can prevent an epidemic by way of effective and proactive international collaboration".

Formal & Business

Unicef

However, we found that almost all facilities with a collaborating dental clinic were more proactive toward routine collaboration with dental clinics—even if they had not yet initiated such collaboration.

31 34 The NeST Registry is a proactive industry-academic collaboration to assess the use and safety of NeuroAiD in the real-world setting.

Science

BMJ Open

The registry is a proactive industry-academic collaboration supported by Moleac, the manufacturer of NeuroAiD, and thereby ensures that appropriate safety information will reach stakeholders in a timely manner through its link with the pharmacovigilance system of Moleac.

Science

BMJ Open
Show more...

Expert writing Tips

Best practice

When aiming for efficiency in a project, encourage "proactive collaboration" among team members from the initial planning stages to identify potential roadblocks and devise solutions preemptively.

Common error

While "proactive collaboration" is acceptable, avoid using it excessively or in contexts where simpler terms like "teamwork" or "cooperation" would suffice. Overuse can make your writing sound unnecessarily complex.

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

4.4/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "proactive collaboration" functions as a noun phrase, where "proactive" modifies "collaboration". Ludwig AI confirms its validity. This phrase describes a specific type of collaboration characterized by anticipatory action.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

40%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "proactive collaboration" is a grammatically sound phrase that signifies an anticipatory and cooperative approach to problem-solving, as confirmed by Ludwig. It is most commonly found in scientific, news, and business contexts, suggesting a professional register. While not overly frequent, its usage is correct and effective when emphasizing the importance of preemptive action in collaborative endeavors. To avoid overuse, consider alternatives like "forward-thinking teamwork" or "preventive cooperation". When deployed strategically, "proactive collaboration" can underscore the value of foresight and initiative within teamwork.

FAQs

How can I effectively demonstrate "proactive collaboration" in a project?

Demonstrate "proactive collaboration" by anticipating potential challenges, initiating discussions with team members, and offering solutions before issues arise. Regular communication and a willingness to share insights are key.

What are some alternatives to "proactive collaboration" that I can use in my writing?

You can use alternatives like "forward-thinking teamwork", "preventive cooperation", or "initiative-driven cooperation" depending on the specific context.

What distinguishes "proactive collaboration" from simply "collaboration"?

"Proactive collaboration" implies anticipating future needs and addressing potential problems before they arise, whereas simple "collaboration" may refer to a more reactive or responsive interaction.

In what contexts is "proactive collaboration" most relevant?

"Proactive collaboration" is particularly relevant in project management, strategic planning, and crisis prevention scenarios where anticipating and mitigating risks is crucial.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

Editing plus AI, all in one place.

Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.

Source & Trust

84%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Most frequent sentences: