Can someone guide me in the direction of an elaborate paper or literature on a detailed step by step guide of how to conduct a meta analysis, especially if it is for observational studies.
The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statement should be followed. See here: http://www.prisma-statement.org/statement.htm