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
CEO of Professional Science Editing for Scientists @ prosciediting.com
a productive collaboration
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "a productive collaboration" is correct and usable in written English.
You can use it to describe a partnership or teamwork that yields positive results or outcomes. Example: "The project was a success due to a productive collaboration between the marketing and design teams."
✓ Grammatically correct
Science
News & Media
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
11 human-written examples
First, the essential requirement for a productive collaboration is a balance of power.
Science & Research
Striking a balance between collaboration and independence in this area can be challenging, however in our experience mutual respect was the basis for a productive collaboration.
Science
This study adds to the literature because we took a unique approach in the introduction and execution of these blocks on our ED through a productive collaboration between the two (ED and anesthesiology) departments.
Here we review and put forward some of these integrated approaches that have led to a productive collaboration and new insights into the genetic and epigenetic regulation of neurobehavioural traits related to psychiatric disorders.
As McDonald's and Cargill rolled up their sleeves to address the problem of soy-driven deforestation, Greenpeace halted its campaign and a productive collaboration began.
News & Media
For a productive collaboration, each party needs to contribute something unique, for which they assume responsibility and accountability, as well as an overlap in areas where joint ownership seems reasonable.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
48 human-written examples
The position lasted only a year, but it set the stage for a long, productive collaboration.
Science & Research
This paper is built on an assumption that, when enhancing the interaction between the three institutional spheres, there is a need to understand how a set of competences can be shaped for a more productive collaboration.
Science
"We were very close and had a very productive collaboration," says Townes, whose younger sister Schawlow married in 1951.
Science & Research
Hart was 23 at their first meeting, Rodgers only 16. Nolan's account of Hart's inner life is persuasive, and his postulating a hopeless one-sided romance helps to explain both the protective warmth and the exasperated tussle of an immensely productive collaboration.
News & Media
For science, this is a positive outcome a productive collaboration of a sort but for the promising young researcher it probably ends badly.
Science & Research
Expert writing Tips
Best practice
When describing collaborations, specify the unique contributions of each party to showcase the balanced and mutually beneficial nature of "a productive collaboration".
Common error
Avoid simply claiming "a productive collaboration" without detailing how the collaboration led to tangible outcomes or specific improvements. Provide evidence.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a productive collaboration" typically functions as a noun phrase, often serving as the subject or object of a sentence. It describes the nature or quality of a collaborative effort, as illustrated by Ludwig's examples where it signifies a positive outcome resulting from teamwork.
Frequent in
Science
60%
News & Media
25%
Formal & Business
15%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "a productive collaboration" is a versatile phrase used to describe effective teamwork that leads to positive outcomes. Ludwig AI affirms its grammatical correctness and common usage across diverse contexts, including science, news, and business. While applicable in various settings, it's most impactful when accompanied by specific details illustrating the tangible benefits of the collaboration. Consider alternatives like "successful partnership" or "fruitful cooperation" for nuanced expression. Remember that simply stating a collaboration is productive isn't enough; demonstrating how is key.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
a successful partnership
Emphasizes the achievement of goals through the collaboration.
a fruitful cooperation
Highlights the beneficial results derived from working together.
an effective alliance
Stresses the efficient and impactful nature of the combined efforts.
a synergistic relationship
Focuses on the mutually beneficial interaction where the combined effect is greater than the sum of individual parts.
a harmonious teamwork
Underlines the smooth and cooperative atmosphere of the collaboration.
a constructive engagement
Highlights the positive and purposeful interactions involved.
a valuable synergy
Focuses on the worth and combined actions.
a potent coalition
Highlights the power resulting from combined forces.
a rewarding joint venture
Stresses the positive experience from the collaboration.
a gainful enterprise
Emphasizes the profitability of the collaboration.
FAQs
How can I use "a productive collaboration" in a sentence?
You can use "a productive collaboration" to describe teamwork that yields positive results. For example, "The success of the project was due to "a productive collaboration" between the departments".
What are some alternatives to "a productive collaboration"?
Alternatives include "a successful partnership", "a fruitful cooperation", or "an effective alliance", depending on the specific context.
What makes a collaboration "productive"?
A productive collaboration is characterized by clear communication, mutual respect, defined roles, and a shared commitment to achieving specific goals.
How does "a productive collaboration" differ from simple cooperation?
While cooperation involves working together, "a productive collaboration" implies a higher level of engagement, with each party actively contributing their unique expertise and resources to achieve a common objective.
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.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested