Hard Skills
IntermediateSurvey Data CollectionThe systematic gathering of information from a targeted population using structured questionnaires or interviews.
IntermediateStatistical Software ProficiencyCompetence in using specialized tools such as SPSS, SAS, R, or advanced Excel for data entry and processing.
AdvancedData Coding and CleaningThe process of converting raw survey responses into standardized formats and identifying errors or outliers for removal.
ExpertEthics and ConfidentialityAdhering to legal standards and institutional policies regarding the protection of respondent anonymity and sensitive data.