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
purposes of collaboration
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "purposes of collaboration" is correct and usable in written English.
You can use it when discussing the reasons or objectives behind working together with others on a project or initiative. Example: "We have outlined the purposes of collaboration in our proposal to ensure all team members are aligned on our goals."
✓ Grammatically correct
Science
News & Media
Alternative expressions(17)
spirit of collaboration
spirit of partnership
spirit of engagement
united front
spirit of cooperation
harmonious teamwork
cooperative attitude
communal endeavor
team-oriented approach
atmosphere of collaboration
spirit of interaction
spirit of cohesion
joint effort
collaborative mindset
attitude of collaboration
collaborative ethos
spirit of consultation
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
2 human-written examples
But for the purposes of collaboration within an organisation, Second Life offers a unified interface that handles text, voice, images, and video, and while it's not free it's very cheap to experiment with.
News & Media
National or regional research networks often develop around a common research area for purposes of collaboration and sharing information [ 7, 8].
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
The purpose of this study was to explore the experience of experienced users of computerized patient documentation for the purpose of collaboration and coordination.
To support the sharing of analytical results (i.e. findings), which many experts consider it to be the purpose of collaboration [2], we defined an XML-based format for managing the findings from analyses, which can "follow" the user as they transition between single-user and collaborative contexts.
In this paper, we introduce the integration of vision and haptics for the purposes of remote collaboration.
Science
Several of the six musicians had been involved with Canadian-Russian friendship organizations formed in the 1940s for the purposes of artistic collaboration; however, they denied charges of political involvement.
Wiki
22, 23 The ICE COLD ERIC cohort is a representative cohort for COPD patients in primary care and may be used for purposes of worldwide collaboration on primary care data on COPD.
Science
For any organization or collaboration, a goal or purpose of the collaboration is implicitly or explicitly present.
Science
For example, current innovation spaces, which have the purpose of encouraging collaboration and encounters, might not serve the same purpose in the future.
This line of thinking also convinced the states of the SADC to adopt a Treaty in 1992 that established the SADC as an institution for the purpose of strengthening collaboration between its member countries (SADC 1992, 2004, 2010a).
A primary purpose of the collaboration has been to determine the feasibility of international comparisons of reproductive outcomes for groups of immigrant and refugee women in resettlement countries and, where this is feasible, to undertake such comparisons to contribute to understanding and improving the care that women receive.
Expert writing Tips
Best practice
When using the phrase "purposes of collaboration", ensure that the specific goals and objectives of the collaborative effort are clearly defined and communicated to all participants.
Common error
Avoid using the phrase "purposes of collaboration" without clearly specifying what those purposes are. Vague or undefined purposes can lead to confusion and hinder the effectiveness of the collaboration.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "purposes of collaboration" functions as a noun phrase that specifies the reasons or objectives behind a collaborative effort. As Ludwig AI highlights, it is a correct and usable phrase in written English. It's commonly used to define the aims of joint ventures.
Frequent in
Science
55%
News & Media
25%
Formal & Business
10%
Less common in
Wiki
5%
Encyclopedias
3%
Social Media
2%
Ludwig's WRAP-UP
In summary, "purposes of collaboration" is a grammatically correct and semantically clear phrase used to denote the reasons or objectives behind teamwork. As Ludwig AI confirms, the phrase is suitable for formal and professional settings. While alternatives like "reasons for collaborating" or "aims of collaborative efforts" exist, "purposes of collaboration" is frequently employed across scientific, news, and business contexts. To ensure effective communication, it's crucial to clearly define these purposes when engaging in collaborative endeavors. Avoiding vagueness and setting precise goals will significantly contribute to the success of any collaborative project.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
reasons for collaborating
This alternative replaces "purposes" with "reasons" and changes "collaboration" to "collaborating", focusing on the motivations behind the act.
aims of collaborative efforts
This phrase substitutes "purposes" with "aims" and rephrases "collaboration" as "collaborative efforts", highlighting the intended outcomes.
objectives of joint work
This option uses "objectives" instead of "purposes" and replaces "collaboration" with "joint work", emphasizing shared tasks.
goals of teamwork
This alternative uses "goals" in place of "purposes" and "teamwork" instead of "collaboration", focusing on collective aims.
intentions behind cooperation
This option uses "intentions" instead of "purposes" and "cooperation" instead of "collaboration", underscoring the underlying motivations.
rationale for combined efforts
This phrase substitutes "purposes" with "rationale" and "collaboration" with "combined efforts", stressing the logical justification.
motivation for synergistic activities
This alternative uses "motivation" instead of "purposes" and "synergistic activities" instead of "collaboration", highlighting the driving force behind beneficial interactions.
driving forces behind partnerships
This option uses "driving forces" instead of "purposes" and "partnerships" instead of "collaboration", focusing on the factors that compel working relationships.
basis for united action
This phrase replaces "purposes" with "basis" and "collaboration" with "united action", emphasizing the foundation for coordinated activity.
justification for collective action
This alternative uses "justification" instead of "purposes" and "collective action" instead of "collaboration", stressing the reasons for coordinated efforts.
FAQs
What is the meaning of "purposes of collaboration"?
The phrase "purposes of collaboration" refers to the reasons, aims, or objectives for which individuals or groups decide to work together on a shared project or endeavor.
What can I say instead of "purposes of collaboration"?
You can use alternatives like "reasons for collaborating", "aims of collaborative efforts", or "objectives of joint work" depending on the context.
How do you define the "purpose of collaboration" in a project?
The "purpose of collaboration" in a project is a clearly articulated statement of the intended outcome or benefit that the collaborative effort is designed to achieve. It provides direction and focus for all participants.
Is it better to say "purpose of collaboration" or "purposes of collaboration"?
Both "purpose of collaboration" and "purposes of collaboration" are correct, but they have slightly different meanings. "Purpose of collaboration" refers to a single, overarching aim, while "purposes of collaboration" implies multiple, distinct goals.
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