There are two main approaches to scoring methods: the criteria-defined approach which uses rating scales with a set number of levels to determine scores based on limited responses, and the extended response approach which uses compensatory procedures and non-compensatory interpretations of scales to provide a single score based on more extensive responses. Developing reliable scoring methods involves specifying criteria, training raters, and getting a sufficient number of ratings to estimate reliability while minimizing subjectiveness.