vivaglint 0.1.0
Initial Release
Core Functions
read_glint_survey() - Import and validate Viva Glint
CSV exportssummarize_survey() - Calculate comprehensive
question-level metrics including mean, SD, response rates, and
favorability percentagesget_response_dist() - Get detailed response value
distributions
Analysis Features
- Multi-cycle comparisons:
compare_cycles() tracks changes across survey cycles with
delta calculations
- Correlation analysis:
get_correlations() supports Spearman, Pearson, and Kendall
methods with significance testing
- Factor analysis:
extract_survey_factors() identifies latent constructs with
multiple rotation options
- Attrition prediction:
analyze_attrition() links survey responses to employee
turnover with risk ratios
- Demographic analysis:
analyze_by_attributes() aggregates results by any
combination of employee attributes
Organizational Features
aggregate_by_manager() - Roll up results by
organizational hierarchy (direct reports or full tree)pivot_long() - Reshape data for advanced analysis
Data Quality
- Automatic validation of Glint export structure
- Survey metadata extraction
- Built-in favorability classifications for 2-11 point scales based on
Glint standards
- Minimum group size filtering for privacy protection
Documentation
- Comprehensive function documentation with examples
- 144 unit tests covering all major functionality
- Support for glint_survey objects and raw data frames