Almost all of these books have at least one full chapter on completing a literature review. Most also cover data collection and analysis.
Action Research for Teacher Candidates: Using Classroom Data to Enhance Instruction
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Action Research in Education
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The Reflective Educator′s Guide to Practitioner Inquiry
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Educational Research
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Introduction to Research Methods in Education
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School-Based Research: A guide for education students
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Digest of Education Statistics
The National Center for Education Statistics provides online updates of the Digest of Education Statistics, Condition of Education and other projections and indicators available via the Publications and Products link. Check out the convenient FastFacts site. NCES is also your source for many federal surveys and programs known by their acronyms (CCD, TIMSS, NAEP, SASS, HS&B, etc.)
International Encyclopedia of Education
Handbook of Child Psychology and Developmental Science, Theory and Method
Encyclopedia of Human Behavior
