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To Collab, Or Not To Collab

col·lab·o·ra·tion The Collabotation
/kəˌlabəˈrāSH(ə)n/
noun
1. the action of working with someone to produce or create something.

When is collaboration needed? Who/What decides?
How often do people need to collaborate?
How much time do people need to collaborate?
Who needs to be involved in collaboration?
How can people collaborate (various forms of technology, in-person)? Who decides?
How do you objectively measure the impact of collaboration?
What does it say about a work culture if these questions are dismissed rather than honestly explored?