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This chapter investigates the types of evaluation that are needed to build and support integrated natural resource management. It is argued that the focus of evaluation needs to shift from being about accountability and public awareness to supporting learning and adaptive management of all the stakeholders involved in a project. Specifically, more emphasis should be placed in the use of evaluation to improve rather than prove, on helping to understand rather than to report, and on creating knowledge rather than taking credit.