Hard Skills
IntermediateData Entry and TranscriptionThe process of inputting survey responses and raw information into digital databases with high precision and standardized coding.
BeginnerSurvey InterviewingTechniques used to guide respondents through structured questionnaires to collect reliable and unbiased qualitative and quantitative information.
IntermediateStatistical Software ProficiencyOperational knowledge of tools such as Microsoft Excel, SPSS, or SAS to organize, manipulate, and visualize statistical datasets.
IntermediateData Validation and CleaningIdentifying and correcting errors or inconsistencies in survey data to ensure completeness and logical coherence.