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Team Performance Science Guide · Books · 10 of 22

Measurement & Control cluster

Neely · Cokins · Merchant & Van der Stede · Montague · others · Org/strategy measurement

Performance measurement + management control·Stance: Mixed

Mixed — orthodoxy of org measurement; mineable for pathology vocabulary

Files (shelf): Neely Business Performance Measurement: Unifying Theory and Integrating Practice · Cokins Performance Management: Finding the Missing Pieces (Intelligence Gap) + Integrating Strategy Execution, Methodologies, Risk, and Analytics · Merchant & Van der Stede Management Control Systems (2e) · Montague The Three Rs of Performance · Carton & Hofer Measuring Organizational Performance · Burtonshaw-Gunn Essential Tools for Organisational Performance · Zigon How to Measure Employee Performance. Tradition: Org/strategy performance measurement + management control Stance toward Performix: Mixed — orthodoxy of org measurement; mineable for measurement-pathology vocabulary, not adoptable wholesale Read depth: TOC + framing extraction (Neely, Cokins, Merchant); others characterized by structure

What the cluster says (grounded)

  • Neely — Business Performance Measurement: an academic map of frameworks — performance-measurement matrix, SMART pyramid, results–determinants, input→process→output→outcome, Balanced Scorecard, EFQM, and Neely's own Performance Prism (stakeholder-based). Includes "why measurement sometimes works when it should not" and a stakeholder-claim categorization. Value to us: the field map of the measurement landscape we position against.
  • Cokins — Missing Pieces / Intelligence Gap: PM as an integrated system — strategy maps + balanced scorecards + ABC costing + analytics/BI — to "close the intelligence gap." Names a real alignment problem: most employees "cannot adequately articulate" the strategy ("a communication gap"). Center of gravity = the scorecard/costing/analytics stack.
  • Merchant & Van der Stede — Management Control Systems (canon): four control types — results, action, personnel, cultural controls; "causes of management control problems"; control-system tightness; and crucially the myopia problem (financial measures induce short-termism) with "Combinations of Measures and Other Remedies to the Myopia Problem," plus using results controls "in the Presence of Uncontrollable Factors."
  • Montague (3 Rs), Carton & Hofer, Burtonshaw-Gunn, Zigon: planning/measurement/management frameworks and tool catalogs; Zigon is the practitioner "how to measure employee performance" manual (results/behavior cascades).

Contrast with the Performix thesis

Performix commitmentCluster positionVerdict
Diagnostic, not laundry-listMostly framework/dashboard cascades (BSC, strategy maps, tool catalogs)Contrast — the measurement-system orthodoxy
CAMS binding constraintNone; measure broadly + cascade top-downContrast
Psychometric-first / AI-as-consumerAccounting/management measurement, not latent-trait estimation; Merchant names measurement pathologies preciselyMixed — pathology vocabulary is useful
Adaptive narrowing + VOIMerchant's controllability principle (don't hold people to uncontrollable factors) ≈ measure what's actionablePartial ally (Merchant)
Three levers / ops→valueCokins/Marr-adjacent value framing; Zigon is pure appraisal-cascadeMixed

Extractables (mostly vocabulary + cautions, not methods to adopt)

  • Merchant's measurement pathologies → name them in our content as what psychometric + protected-feedback design avoids: myopia (short-termism from financial measures), gaming, the controllability principle (don't score people on uncontrollable factors — maps to our fairness/uncontrollable-noise handling).
  • Cokins's "strategy communication gap" → corroborating evidence for the CAMS Alignment dimension (people can't articulate strategy).
  • Neely's framework map → reference scaffolding for the Guide's "landscape of measurement" (what we're beyond).
  • Substrate: low priority — control/accounting paradigm; ingest Merchant's control-type + pathology taxonomy as cautions, skip the tool catalogs.

Content seeds

  • Article angle: "Results, action, personnel, cultural — the four ways orgs try to control performance, and why diagnosis beats control." (Merchant's typology as foil.)
  • Guide entry: Part VII (measurement landscape + pathologies: myopia, gaming, controllability) and Part I (control-paradigm vs diagnostic-paradigm).

Curation call (move vs leave)

  • Merchant & Van der Stedevaluable reference (the control-theory canon; pathology vocabulary). Judgment call → likely move as reference, though it's the control paradigm we position against.
  • Neelyuseful field map → move as reference.
  • Cokins (×2), Montague, Carton & Hofer, Burtonshaw-Gunn, Zigonleave out (orthodoxy/tool-catalogs that add little beyond what Meyer/Marr/Merchant already give us; Zigon is the appraisal-cascade we reject). Revisit only if a Guide section needs a specific citation.

Library record

  • Canonical ids: per work if moved; tag performix. Path A/B: not ingested. Dedupe vs PA library on ingest (Balanced Scorecard / Kaplan-Norton already in PA library).

Grounds these Guide parts

Library record

No canonical library id minted yet. The PeopleAnalyst library registry stays the identity layer; this profile will carry the id once the work is ingested.

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