02 — Exam Map & High-Yield Targets
Source: DAMA-DMBOK2 Revised Chapter 15, pp. 503–520.
Study role: supporting / specialist context.
Study this as a decision-and-sequence chapter. The highest-value skill is recognizing the maturity characteristic or DMMA stage described by a scenario.
Must know cold
- DMMA purpose = characterize current capability and improvement opportunity.
- L0 No Capability → L1 Ad Hoc → L2 Repeatable → L3 Defined → L4 Managed → L5 Optimized.
- Levels are ordered; they are not skipped merely because leadership wants a high target.
- Criterion score ≠ macro maturity level.
- Four dimensions = Activity, Tools, Standards, People/Resources.
- Five activities = Plan → Assess → Interpret → Improve → Re-assess.
- Evidence-supported consensus current state.
- Current state vs target state vs roadmap.
- Local vs enterprise scope.
- Assessment vs problem solving/improvement.
- Data Governance oversight and periodic reassessment.
Must understand
- business driver/objective controls framework and scope;
- why manageable first scope can be stronger than overbroad assessment;
- customization can weaken framework rigor/traceability;
- communication/culture affect assessment validity;
- current-to-desired gaps help show risk/priority;
- executive briefing translates score into business decision;
- reassessment must protect comparability;
- DMBOK can structure assessment content without becoming the selected scoring model.
Must distinguish
- L1 vs L2: hero-dependent vs repeatable.
- L2 vs L3: local/emerging repeatability vs institutionalized/scalable definition.
- L3 vs L4: standards/predictable process vs quantified control/risk.
- L4 vs L5: managed measurement vs continuous optimization.
- maturity level vs criterion score.
- current vs desired state.
- opinion vs evidence-supported rating.
- preliminary vs consensus final rating.
- assessment report vs executive briefing.
- DMMA vs improvement program.
- local vs enterprise scope.
- readiness assessment vs maturity assessment.
- framework vs DMBOK checklist/mapping.
- snapshot rating vs rate of change.
Must apply
- choose lifecycle stage from artifact/scenario;
- detect overbroad or overly narrow scope;
- select proof that a practice exists;
- reconcile conflicting ratings;
- classify maturity level from observed characteristics;
- prioritize business-relevant target gap, not raw score alone;
- choose framework-selection criterion from clue;
- match readiness risk to mitigation;
- turn findings into report, briefing, roadmap, governance, metrics, reassessment.
24 High-Yield Targets
Target 1 — Purpose of a DMMA
Know: current-state capability + improvement opportunity, not a one-time grade.
Deciding clue: baseline/understanding/planning vs immediate remediation.
Trap: treating assessment as the improvement program.
Source: pp. 503–505.
Target 2 — Ordered maturity progression
Know: 0 none; 1 ad hoc; 2 repeatable; 3 defined; 4 managed; 5 optimized.
Deciding clue: person-dependence → repeatability → standardization → measurement/control → optimization.
Trap: skipping stages because leadership wants a target.
Source: pp. 503, 506–508, 515.
Target 3 — Level 1 vs Level 2
Know: hero/silo/inconsistent vs repeatable roles/process/tools.
Deciding clue: documented repeatability and reduced dependence on one expert.
Trap: calling occasional success Level 2.
Source: pp. 506–507.
Target 4 — Level 2 vs Level 3
Know: repeatable/emerging vs institutionalized/scalable defined practice.
Deciding clue: enterprise standardization and predictable execution.
Trap: shared tool = Level 3.
Source: pp. 506–508.
Target 5 — Level 3 vs Level 4
Know: standardized vs measured/controlled/risk-managed.
Deciding clue: metrics actively manage performance/risk; end-to-end audits.
Trap: standards alone prove Level 4.
Source: pp. 507–508.
Target 6 — Level 4 vs Level 5
Know: managed measurement vs continuous optimization.
Deciding clue: systematic improvement of already-managed capability.
Trap: automation alone = Level 5.
Source: pp. 507–508.
Target 7 — Criterion score vs maturity level
Know: per-item rating can show effectiveness/progress; macro level describes capability characteristics.
Deciding clue: ask what the number is measuring.
Trap: 4/4 = Level 4.
Source: p. 508.
Target 8 — Assessment dimensions
Know: Activity, Tools, Standards, People/Resources.
Deciding clue: process execution/output; tool support; rules/enforcement; staffing/skills.
Trap: tool adoption = full maturity.
Source: p. 508.
Target 9 — Current vs desired gap
Know: current = now; desired = needed; gap supports risk/priority.
Deciding clue: business-critical gap can outrank the lowest raw score.
Trap: sort only by current score.
Source: pp. 508–509.
Target 10 — Framework selection
Know: fit objectives/scope and assess usability, coverage, flexibility, improvement orientation, neutrality, repeatability, technology neutrality, training.
Deciding clue: requirements, not fame/vendor preference.
Trap: most detailed/tool-specific model is automatically best.
Source: pp. 509–512, 516–517.
Target 11 — Local vs enterprise scope
Know: local = deep/fast/bounded; enterprise = broad/complex.
Deciding clue: first assessment + limited time/resources often favors manageable local/phased scope.
Trap: local = invalid.
Source: pp. 511–512.
Target 12 — Interaction approach
Know: workshops, interviews, surveys, artifact review matched to culture/time/burden; formalize ratings and evidence-check.
Deciding clue: credible evidence with manageable participant burden and timely completion.
Trap: maximum data collection at cost of momentum.
Source: p. 512.
Target 13 — Communication planning
Know: purpose, method, involvement, schedule, use of findings, next steps, reporting.
Deciding clue: resistance, legal/HR concerns, inconsistent data language.
Trap: communications only at final report.
Source: pp. 512–513.
Target 14 — Evidence-supported consensus
Know: reconcile participant input against criteria and proof of practice.
Deciding clue: disagreement → model + evidence → discussion → consensus.
Trap: average conflicting opinions mechanically.
Source: pp. 513–514.
Target 15 — Assessment report
Know: detailed diagnostic: drivers, results, gaps, strengths, risks, options, governance/metrics, resources, reusable artifacts.
Deciding clue: comprehensive analysis artifact.
Trap: raw score table substitutes for interpretation.
Source: p. 514.
Target 16 — Executive briefing
Know: tailored strengths/gaps/recommendations/impacts/targets/initiatives/timelines.
Deciding clue: executive decision support.
Trap: send the raw workbook; hide acceleration cost.
Source: p. 515.
Target 17 — Improvement roadmap
Know: sequenced activities, timeline, expected capability change, oversight maturation, measurable pace.
Deciding clue: turn gap into executable change.
Trap: unsequenced wish list or “raise everything to 5.”
Source: p. 515.
Target 18 — Reassessment
Know: repeat on schedule, protect comparable parameters, track trend, update recommendations.
Deciding clue: baseline/trend/continuous improvement/regulatory change.
Trap: changed scope/method interpreted as clean progress.
Source: pp. 515–516.
Target 19 — DAMA-DMBOK use
Know: map KAs/activities/deliverables to maturity framework as checklist/hot-spot/deeper-analysis aid.
Deciding clue: structure what to inspect; do not invent ad hoc scoring.
Trap: call DMBOK itself the maturity model.
Source: p. 517.
Target 20 — Readiness risks
Know: buy-in, expertise/time, communication/data language, stale assets, narrow focus, inaccessible staff/systems, surprises.
Deciding clue: risk to credibility/execution of the assessment itself.
Trap: weak evidence/participation cannot bias results.
Source: p. 518.
Target 21 — Governance oversight
Know: Data Governance normally oversees; without it, initiating steering/management layer does; sponsor connects change to business.
Deciding clue: who owns the DMMA lifecycle.
Trap: ownerless process or vendor ownership.
Source: p. 519.
Target 22 — Metric families
Know: ratings, resource utilization, risk exposure, spend/value, input coverage, rate of change.
Deciding clue: capability vs cost vs risk vs value vs evidence coverage vs trend.
Trap: maturity score is the only metric.
Source: pp. 519–520.
Target 23 — Assessment vs improvement
Know: assessment exposes current strength/gap; improvement executes later changes.
Deciding clue: fixing during evidence collection = stage confusion.
Trap: remediation is part of current-state assessment.
Source: pp. 510, 514–516.
Target 24 — Culture & change
Know: DMMA can educate, clarify roles, build common language, support governance, and accelerate organizational change.
Deciding clue: resistance/alignment/adoption beyond score.
Trap: treat DMMA as technical audit owned only by IT.
Source: pp. 505–506, 518.
Changed-Fact Drills
-
Repeatable procedures + documented roles → what fact moves L2 toward L3?
Institutionalized/scalable practices with coordinated standards and predictable execution. -
Local pilot is reasonable → what fact favors enterprise scope?
A broad enterprise comparison is required and sufficient time, evidence, participation, and governance exist. -
Participant ratings disagree → when is aggregation more defensible?
When the selected methodology explicitly permits it and the inputs are already evidence-supported/comparable; reconciliation still matters. -
A gap is large → what fact makes it lower priority?
The business does not require high capability there while another smaller gap threatens a critical objective. -
Leadership wants Level 5 → what fact makes it more defensible?
The capability already shows Level 4 characteristics and has justified business need, resources, metrics, and improvement mechanisms.
Readiness Check
-
Why is a maturity rating not the same as an improvement priority?
Rating describes current capability; priority depends on required capability, business risk, strategy, and gap. -
Can you identify stage from artifact?
Planning → objectives/scope/framework/comms; assessment → evidence/ratings; interpretation → report/briefing; improvement → roadmap/actions; reassessment → trend vs baseline. -
When is the assessment itself not ready?
When buy-in, expertise, communication, evidence, access, scope, or environmental stability is inadequate.