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
methods for collaboration
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "methods for collaboration" is correct and usable in written English.
You can use it when discussing various approaches or techniques that facilitate working together with others. Example: "In our meeting, we will explore different methods for collaboration to enhance team productivity."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(19)
ways to collaborate
avenues for collaboration
means of cooperation
nature of cooperation
opportunities for collaboration
means for collaboration
pathways for collaboration
prospects for collaboration
options for collaboration
scope for collaboration
potential for collaboration
platforms for collaboration
directions for collaboration
avenues for consultation
avenues for interaction
initiatives for collaboration
avenues for cooperation
avenues for assistance
avenues for involvement
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
1 human-written examples
NET algorithms take advantage of novel methods for collaboration between human operators and computers.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
The aim of this article is to identify concepts and methods for studying collaboration in context.
Science
After a brief team meeting, which is a welcome release from the computer, I spend the rest of the day preparing a presentation on some methods of collaboration for tomorrow morning, when we will launch some more communities of practise for the gearbox production lines.
Science & Research
The most notable findings confirmed throughout this process include methods of collaboration and shared strategies for subject recruitment.
Based in the common framework, HENVINET has developed a variety of methods and tools for collaboration and communication, and implemented them as concrete novel products.
Our analysis highlights the strengths and weaknesses of hospital organizational learning cultures in China; this assessment may enable the development of specific strategies for improvement, such as setting aside dedicated time for reflection and feedback, creating structured methods or forums for collaboration, and training managers to support organizational learning habits.
Science
Yet, in future research and practical implementations of more adaptive external collaboration scripts, better and more efficient methods for diagnosing internal collaboration scripts are needed.
Science
Finally, the last paper (Yang Bai et al., "Feature-based image comparison for semantic neighbor selection in resource-constrained visual sensor networks") investigates methods for supporting efficient collaboration between the multiple visual sensors via clustering neighbor cameras that are likely to provide correlated information.
Thirdly, the proposed approach for knowledgebase development for CDSS provides a feasible method of collaboration between clinical specialists and knowledge engineers.
To validate these tools and to refine the general methods for the Community Collaborations we did several analyses.
Science
Therefore, researchers propose methods for enabling data holders' collaboration.
Expert writing Tips
Best practice
In academic and professional writing, use "methods for collaboration" to introduce a discussion of specific collaborative techniques, ensuring a clear transition into detailed explanations or analyses.
Common error
Avoid vague descriptions of "methods for collaboration". Instead, provide concrete examples of specific techniques or tools used to foster collaboration to enhance clarity and avoid ambiguity.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "methods for collaboration" functions primarily as a noun phrase acting as a subject or object in a sentence. As Ludwig AI confirms, this phrase is used to refer to the specific ways or processes by which collaboration is achieved.
Frequent in
Science
65%
Formal & Business
15%
News & Media
10%
Less common in
Wiki
5%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "methods for collaboration" is a grammatically correct and frequently used phrase, as confirmed by Ludwig AI, that refers to the strategies and techniques employed to facilitate effective teamwork. Predominantly used in scientific and professional contexts, it serves to identify and categorize collaborative approaches. While versatile, it is crucial to provide specific details about these methods to avoid vagueness. Alternative phrases include "collaboration techniques" and "approaches to collaboration". By understanding its function, purpose, and appropriate contexts, one can effectively utilize "methods for collaboration" to enhance clarity and precision in writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
collaboration techniques
Swaps 'methods' with 'techniques', focusing on practical applications.
approaches to collaboration
Replaces 'methods' with 'approaches', emphasizing different ways of engaging in collaborative efforts.
strategies for collaboration
Substitutes 'methods' with 'strategies', highlighting the planned actions for effective collaboration.
collaboration processes
Focuses on the systematic series of actions taken in collaborative work.
ways to collaborate
Uses a more general term, 'ways', to describe different manners of collaborating.
techniques for teamwork
Replaces 'collaboration' with 'teamwork', shifting focus to team-oriented methods.
frameworks for collaborative work
Highlights the structures supporting collaborative efforts.
systems for collaboration
Emphasizes the organized sets of practices used in collaboration.
modalities of collaboration
Uses a more formal term, 'modalities', to refer to different forms of collaboration.
collaboration management techniques
Highlights the techniques specifically related to the management aspect of the collaboration.
FAQs
How do I use "methods for collaboration" in a sentence?
Use "methods for collaboration" to refer to specific techniques or strategies employed to facilitate teamwork and cooperation, such as, "Our project utilized innovative "methods for collaboration" to enhance team synergy".
What are some alternatives to "methods for collaboration"?
You can use alternatives such as "collaboration techniques", "approaches to collaboration", or "strategies for collaboration" depending on the context.
When is it appropriate to use "methods for collaboration" in writing?
It is appropriate to use "methods for collaboration" when discussing or analyzing the specific strategies, tools, or processes used to foster teamwork and cooperation in a project or setting.
What is the difference between "methods for collaboration" and "techniques for collaboration"?
While both phrases are similar, "methods for collaboration" refers to a broader set of processes, while "techniques for collaboration" focuses more on specific, practical skills or tools used to enhance teamwork.
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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested