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If an action is closed it keeps on popping up in the actions as assigned to you. After having deleted the due date this is not the case, however it still pops up in the drop-down task list. To me this looks like a bug.
Now I got the shreen shots, thank you! And I can spot the problem straight away. The titles of the columns (statuses) are free text fields and can be called anything you like. The system will assume that the column farthest to the right is the "closed" status. Since your closed column is one step before the last one your actions are still open until they hit the status that is furthest to the right. You can solve this by moving the "closed" column to the far right.
Actions that do not have due dates will not show up in planned work, whether they are opened or closed.
I hope this explains your problem.