Hard Skills
AdvancedQuantitative Research MethodsThe systematic empirical investigation of observable phenomena via statistical, mathematical, or computational techniques.
ExpertPsychometric Instrument DesignThe technical process of developing validated and reliable psychological tests or surveys to measure specific traits or behaviors.
AdvancedStatistical Software ProficiencyAdvanced capability in using specialized tools such as R, SPSS, or Python for complex data manipulation and statistical inference.
IntermediateEthical Research ComplianceKnowledge of Institutional Review Board (IRB) standards and ethical guidelines for conducting research involving human participants.
IntermediateQualitative Data AnalysisTechniques for interpreting non-numerical information such as interviews, focus groups, and open-ended observations to identify thematic patterns.