Moral deliberation has been receiving more attention in nursing ethics. Several ethical conversation models have been developed. This article explores the feasibility of the so-called CARE (Considerations, Actions, Reasons, Experiences) model as a framework for moral deliberation in psychiatric nursing practice. This model was used in combination with narrative and dialogical approaches to foster discourse between various stakeholders about coercion in a closed admission clinic in a mental hospital in the Netherlands. The findings demonstrate that the CARE model provides a substantial framework for structuring moral deliberations. Narratives and dialogue are useful tools for broadening issues in conversations, to engage various stakeholders (including patients), and to gain shared understandings.