Common data sources
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Employee/organizational surveys Employee/talent profiling (tracking and modeling individual data on critical talent or high-potential employees) HR metrics including scorecards and dashboards Partnership or outsourced research including membership-based research consortia Workforce forecasting (e.g. workforce supply/demand and segmentation analysis to forecast and plan when to staff up or cut back) Ad hoc HRIS data mining and analysis HR benchmarking Learning measurement/analytics HR program evaluation Return-on-investment (ROI) projects Labor market, talent pool and site/location identification research Advanced organizational behavior (OB) research and modeling Selection research involving the use of validated personality instruments that measure various employee traits, states, characteristics, attributes, attitudes, beliefs and/or values Talent supply chain (analytics to make decisions in real time for optimizing immediate talent demands in terms of changing business conditions) 360 degree or multirater feedback (360-degree leadership and management assessments or performance appraisal/evaluations) Sentiment analysis (interpretation and classification of emotions whether positive, negative and neutral within text data using text and/or thematic analysis techniques) Using organizational network analysis (ONA) tools |
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