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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 beachhead appendices — 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.

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. II.

    Capability — Can the Team Do the Work?

    stubcapability

    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.

  3. III.

    Alignment — Does the Team Know What Matters?

    stubalignment

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

  4. IV.

    Motivation — Does the Team Have Reason to Act?

    stubmotivation

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

  5. V.

    Support — Does the Environment Enable the Work?

    stubsupport

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

  6. VI.

    From Diagnosis to Action

    stubaction

    The action loop: name the binding constraint, apply resource there, remeasure. Intervention selection, follow-up cadence, and honest limits of what a single diagnostic pass can claim.

  7. VII.

    Research Substrate

    draftsubstrate

    Transparency layer: how peer-reviewed sources become findings, constructs, survey items, and interventions inside Performix — the Source → Finding → Construct → Item chain.

Appendices A–D

  1. A.

    Sales Performance Variance

    stub

    Appendix A. Beachhead #1 — 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. Beachhead #2 — workforce readiness for AI-mediated work, adoption friction, and the human-system constraints underneath transformation programs.

  3. C.

    Post-Acquisition Integration

    stub

    Appendix C. Beachhead #3 — 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.