Framing the engagement and evidence

Review questions

Integrated synthesis: Framing the engagement and evidence

The module integrates decision framing, separation of observations from assumptions, and testing of alternative explanations. Work begins with a sponsor-owned question and boundaries stating what is included and excluded, followed by an evidence register recording source, period, bias, and gaps. A recommendation does not follow from a maturity score alone; it follows from genuine alternatives, explicit criteria, thresholds, and a condition that changes the judgment. Sensitivity analysis shows whether the choice is robust or needs a small reversible test. The result moves to an owner, decision gate, benefit measure, and guardrail, with residual risks recorded and specialist legal, security, or financial questions escalated. The aim is not performed certainty but an auditable decision that can learn and change when evidence changes.

Review questions

Test your understanding with these questions. Marking and saved results are available with a free account.

Question 1In this case, a chief executive asks to digitize customer experience within six months while departments disagree on the customer and the problem. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start launching a platform immediately at full scope, then attribute any later change to the solution Compare interview notes with the commissioning decision, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 2In this case, the management dashboard shows high satisfaction while the contact centre records rising rework and complaints. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start accepting the published average at full scope, then attribute any later change to the solution Compare transaction logs with cycle time, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 3In this case, a web form improves, yet users still visit a branch because later evidence requirements remain unclear. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start polishing the interface at full scope, then attribute any later change to the solution Compare user research with channel analytics, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 4In this case, the platform is blamed for delay while most elapsed time sits in manual approvals unrelated to risk. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start upgrading infrastructure at full scope, then attribute any later change to the solution Compare flow maps with demand volumes, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 5In this case, the team proposes a new data platform although conflicting definitions of active customer drive the inconsistent reports. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start buying a platform at full scope, then attribute any later change to the solution Compare application inventory with data flows, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 6In this case, leaders request cross-functional collaboration while rewards depend on conflicting local targets. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start a communication campaign at full scope, then attribute any later change to the solution Compare team goals with incentives, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 7In this case, success is measured by systems moved to cloud although service time does not improve. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start keeping the output metric at full scope, then attribute any later change to the solution Compare strategic goals with user outcomes, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 8In this case, each department builds its own identity and payments while the central team has become a bottleneck. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start full centralization at full scope, then attribute any later change to the solution Compare capability map with duplicated components, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 9In this case, a portfolio contains twenty urgent initiatives competing for the same experts without testable value hypotheses. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start starting everything at full scope, then attribute any later change to the solution Compare opportunity value with dependencies, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 10In this case, the plan promises a big-bang launch in one year with no test points or ability to reduce scope. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start a big-bang launch at full scope, then attribute any later change to the solution Compare dependencies with team readiness, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 11In this case, the programme defers security and privacy until launch, creating expensive redesign. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start a final audit at full scope, then attribute any later change to the solution Compare organizational context with risk tolerance, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 12In this case, the lowest-price bid includes a closed platform, high change fees, and no capability transfer. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start buying on price at full scope, then attribute any later change to the solution Compare product boundaries with market capability, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 13In this case, login reaches ninety percent while staff keep shadow spreadsheets because the system misses exception work. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start mandating use at full scope, then attribute any later change to the solution Compare usage patterns with task quality, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 14In this case, transaction time falls after launch while the mix of simple cases changes at the same time. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start attributing all improvement to the programme at full scope, then attribute any later change to the solution Compare baseline with comparison group where feasible, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures
Question 15In this case, the sponsor wants a single certain answer despite data gaps and transition risks. Which step distinguishes the apparent cause from the operating cause before a solution is selected? Start hiding uncertainty at full scope, then attribute any later change to the solution Compare evidence chain with alternatives, then run a test capable of weakening one explanation Adopt the most affected department’s view, then treat it as the independent baseline for later measures