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Team Performance Science Guide · reference

Team Performance Science Guide

A cited reference on why team performance varies, the CAMS diagnostic frame, and the research substrate underneath Performix.

The promise is straightforward: we read the performance-science literature so you don't have to. Seven structured parts plus appendices on our areas of focus — indexed for skeptics, partners, and the curious leader who wants depth when it matters. Most parts are still in draft; the structure is honest about what exists today.

Selected methodology and bibliography will syndicate to peopleanalyst.com/research as the corpus matures.

The reading behind the argument: 22 performance-science books, each profiled CAMS-native — what it claims, and where it stands against the diagnostic thesis.

Browse a live evidence chain — Source → Finding → Construct → Survey Item — from the current corpus: Edmondson (2018), cross-functional response time.

Parts I–VII

  1. I.

    Why Team Performance Varies

    draftbinding-constraint

    The thesis: performance varies between people and across time for identifiable reasons. The binding-constraint frame — Capability, Alignment, Motivation, Support — and why treating all four at once usually wastes resources.

  2. I·b.

    The Impossible Checklist

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    Companion to Part I. The field's mainstream advice assembled into one daily checklist — its open contradictions, its survivorship roots, and why managing without a diagnosis isn't arbitrary. It's worse than arbitrary.

  3. II.

    Capability — Can the Team Do the Work?

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    Knowledge, skill, and role clarity as performance prerequisites. Job specs as the load-bearing artifact, selection vs development, and when Capability is the binding constraint.

  4. III.

    Alignment — Does the Team Know What Matters?

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    Goal clarity, priority coherence, and the gap between stated strategy and what the team actually optimizes for. When misalignment masquerades as a motivation problem.

  5. IV.

    Motivation — Does the Team Have Reason to Act?

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    Intrinsic and extrinsic drivers, effort allocation, and the difference between disengagement and rational withholding. When incentives are not the fix.

  6. V.

    Support — Does the Environment Enable the Work?

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    Tools, processes, manager coverage, psychological safety, and organizational friction. The Support dimension as the most often misdiagnosed constraint.

  7. VI.

    The Three Levers

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    From diagnosis to action. There are only three ways to change a team's performance — select-in, develop-in-place, manage exit-risk — and every diagnosed constraint routes to one of them.

  8. VII.

    Measuring Performance

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    How to measure the four conditions well enough to bet on: value of information, latent constructs with stated uncertainty, measures that run down, the known pathologies, and measurement for self-control rather than control.

Appendices A–D

  1. A.

    Sales Performance Variance

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    Appendix A. Quota attainment variance, pipeline quality, role clarity in revenue teams, and CAMS patterns common in sales organizations.

  2. B.

    AI Transformation Readiness

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    Appendix B. Workforce readiness for AI-mediated work, adoption friction, and the human-system constraints underneath transformation programs.

  3. C.

    Post-Acquisition Integration

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    Appendix C. Integration drag, cultural misalignment, role redundancy, and the CAMS signature of deals that underperform post-close.

  4. D.

    Glossary and Measure Index

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    Appendix D. CAMS terms, I-O psych vocabulary, and links to public evidence chains as they ship.