Hard Skills
IntermediateSurvey Data CollectionThe systematic gathering of information from respondents using structured interviews, questionnaires, or observational techniques.
EntryStatistical Data EntryThe accurate input of numerical and categorical data from survey forms into specialized statistical software or databases.
IntermediateDescriptive StatisticsThe application of basic mathematical techniques to summarize and describe the main features of a dataset, such as mean, median, and frequency.
IntermediateData Quality ControlThe process of reviewing collected survey data to identify and correct inconsistencies, outliers, or missing values.
AdvancedEthical Research ConductAdherence to professional standards regarding respondent consent, anonymity, and the protection of sensitive personal data.