PsychFlo publication · Workforce decision intelligence
Explore evidence-based approaches to employee retention, workforce investment, organizational measurement, and decision intelligence.
Research, methods, and practical insights for evaluating workforce interventions and making better organizational investment decisions.
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Workforce Economics & ROI
Connect a defined question to measurements, costs, and explicit assumptions. Make financial assumptions and the evaluation plan visible before committing.
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9 articles
People Analytics & Measurement
A practical approach to clearer policies and a plan for evaluating their use. Separate comprehension testing from claims about employee turnover.
Read article: Make HR Policies Easier to UnderstandResponsible AI & Analytical Governance
A workflow for checking sources, ownership, and review dates as requirements change. Keep drafting, source checks and qualified approval separate.
Read article: Keep a Review Record for Employment PoliciesRetention & Intervention Evaluation
Document the intervention, measure outcomes, and examine alternative explanations. Distinguish survey responses, observed outcomes and causal interpretations.
Read article: Evaluate Management Practices Without Overstating the EvidenceWorkforce Decision Intelligence
A proposed planning framework for a new HR leader. Agree the question, baseline, owner and review before selecting a model.
Read article: Plan Your First Workforce EvaluationPeople Analytics & Measurement
Measure policy-related friction before making productivity claims. Keep measured friction separate from assumed productivity value.
Read article: Investigate Friction from Unclear PoliciesResponsible AI & Analytical Governance
Questions for an internal policy review, with qualified advice where needed. Protect personal information and route unresolved questions to qualified reviewers.
Read article: Review Attendance Policies with Appropriate OversightWorkforce Economics & ROI
Connect a defined question to measurements, costs, and explicit assumptions. Make financial assumptions and the evaluation plan visible before committing.
Read article: Build an Inspectable Case for a Workforce InitiativePeople Analytics & Measurement
Practical drafting changes with a transparent comprehension evaluation. Use an explicit scoring plan instead of assuming a fixed comprehension improvement.
Read article: Make Policies Easier to Navigate and TestResearch Methods & Causal Inference
Document source dates and review assumptions before drawing conclusions. Check comparability before interpreting statistics or assigning financial value.
Read article: Use Verified Sources in Employment Risk ReviewsFrom reporting to evaluation
Workforce dashboards describe what happened. PsychFlo is designed to help organizations evaluate interventions, inspect analytical assumptions, explore financial scenarios, and document decisions.
Compare a defined initiative and outcome using an explicit evaluation plan.
Inspect assumptions, missing information and limits on interpretation.
Explore conditional costs and benefits alongside the evidence.
About PsychFlo
PsychFlo helps HR and Finance inspect retention outcomes, explore financial assumptions and prepare a documented decision report.
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