This guide describes a five-step collaborative process that educators can use with other educators, researchers, and content experts to write or adapt questions and develop surveys for education contexts. This process allows educators to leverage the expertise of individuals within and outside of their organization to ensure a high-quality survey instrument that meets the policy or practice goals of the organization. Examples from collaborative survey development projects are highlighted for each step. The five-step collaborative survey development process is: (1) Step 1: Identify topics of interest; (2) Step 2: Identify relevant, existing survey items; (3) Step 3: Draft new survey items and adapt existing survey items; (4) Step 4: Review draft survey items with stakeholders and content experts; and (5) Step 5: Refine the draft survey with pretesting using cognitive interviewing. This guide is the third in a three-part series of survey method guides for educators. This guide covers data analysis and reporting. The first guide in the series covers survey development, and the second guide in the series covers sample selection and survey administration. The following are appended: (1) Additional resources for analyzing and reporting survey data; (2) Using SPSS to code data; (3) Sample response rate table; (4) Using SPSS to calculate summary statistics; (5) Sample figures and tables; and (6) Sample infographic. [For "Survey Methods for Educators: Collaborative Survey Development (Part 1 of 3). REL 2016-163," see ED567751. For "Survey Methods for Educators: Selecting Samples and Administering Surveys (Part 2 of 3). REL 2016-160," see ED567752.]