Each sampling methodology has a certain level of representation and the data collected should be interpreted within the boundaries of this representation. Random sampling methods (discussed in Random Sampling), used for quantitative data collection, allow data to represent the larger population from which the sample was selected. Conversely, purposeful sampling...
M&E staff analyzes all data collected
All data collected should be included in the analysis. By building the data collection tools (both for monitoring and for evaluation) directly from the M&E plan, you ensure that 1) no additional data will be collected that is not required for analysis and 2) all required data will be collected....
Steps for data cleaning
1. Check the questionnaire identification numbers entered in the database to make sure each case has an identification number and no identification number has been repeated in the database. If any identification number is missing, go back to the paper questionnaires to find the correct number and enter this into...