Turning Performance Review Data into Holistic People Insights
Why Your Performance Data Needs Friends
Performance reviews contain rich information about how employees are doing and how managers coach them. But Lattice’s article “How to Get More Out of Your Performance Review Data” warns that performance data alone is only a piece of the puzzle. People analytics efforts often operate in silos—recruiting, engagement and compensation each have their own reports. Without connecting these metrics, HR teams can miss big-picture insights and make decisions in a vacuum.
Lattice highlights the importance of an integrated HR tech stack that combines performance ratings with other datasets. The release of their API allows companies to pull performance data into other tools and vice versa, surfacing new connections.
Recruiting and Onboarding: Interview Data + Performance Ratings
Interview scorecards and candidate ratings can predict future performance. Lattice notes that pairing interview data from applicant‑tracking systems with performance reviews can answer questions like:
- Do candidates who aced their interviews become top performers?
- Do “culture fit” criteria correlate with long‑term engagement and success?
These insights can refine hiring criteria, improve onboarding and identify whether highly rated hires lack sufficient direction from managers.
Learning and Development: Training Participation + Performance Ratings
Learning management systems track course participation, but the true test is whether employees apply what they’ve learned. By cross‑referencing LMS participation with performance ratings, HR teams can measure the impact of training programs. For example:
- Which courses are associated with improved performance over time?
- Do comments from performance reviews reveal common skill gaps or challenges that training could address?
These insights help prioritize learning investments and tailor development plans.
Engagement and Retention: Survey Data + Performance Ratings
Lattice observes that annual engagement surveys can be difficult to interpret on their own. When you combine survey results with performance ratings, patterns emerge: you can identify sentiment among high performers, track how engagement and performance evolve over time, and detect flight risks. Having performance and engagement data in the same platform—rather than in separate spreadsheets—simplifies this analysis.
Compensation: Salary Benchmarks + Performance Ratings
Compensation decisions should consider market data and individual contributions. Lattice points out that employees frequently compare salaries, and free benchmarking tools make disparities obvious. By importing performance ratings, job titles and current salaries into a compensation benchmarking tool, HR teams can spot underpaid top performers and prioritize them for merit increases.
Making Data Work for You
To turn performance reviews into a strategic asset, HR leaders need:
- Integrated systems: Pull performance, recruiting, training, engagement and compensation data into a unified analytics platform.
- Visual dashboards: Use dashboards that let you slice data by department, tenure and demographics to identify trends and risks.
- Qualitative context: Combine ratings with review comments to understand the “why” behind the numbers.
- Actionable insights: Translate analytics into adjustments to hiring criteria, onboarding programs, learning investments and pay practices.
From Data Silos to Unified People Strategy
Connecting performance ratings with other people data transforms reviews from static snapshots into dynamic insights. An integrated platform like AXELL makes it easy to bring together recruitment outcomes, training participation, engagement sentiment and compensation benchmarking in one place. By unifying data rather than juggling spreadsheets, you can identify which hiring channels yield top performers, which development programs actually move the needle, and which employees deserve proactive recognition.
Ready to put your performance data to work? Explore our people analytics tools to see how AXELL helps you connect the dots and make informed talent decisions.
