Hard Skills
IntermediateStatistical AnalysisApplying mathematical techniques and software like SPSS, R, or Python to analyze and interpret behavioral data.
AdvancedResearch DesignDeveloping structured protocols, hypothesis testing frameworks, and experimental layouts for psychological studies.
IntermediateEthical ComplianceAdhering to institutional review board (IRB) standards and legal regulations regarding human subject research and data privacy.
IntermediateSurvey MethodologyDesigning, validating, and administering psychometric instruments and questionnaires to gather population data.
IntermediateData VisualizationTransforming complex statistical outputs into graphical representations for non-technical stakeholders.
BeginnerTechnical DocumentationMaintaining meticulous records of research procedures, data cleaning steps, and methodology logs.