LEARN. PRACTICE. GROW.Concept and mechanism
A useful vision explains the change sought and for whom. “Use the latest technology” identifies a solution preference but does not clarify the need. Connect strategic direction to observable outcomes and make the hypothesis linking work and benefit explicit. Installing components, holding workshops, or delivering reports may be necessary steps; none alone demonstrates that a person can decide better or complete a task with less difficulty. A goal to reduce exception-resolution time should also consider decision quality, avoiding apparent improvement achieved through more errors. Choosing a measure requires understanding usage context.
Guided application
Segment when relevant differences disappear in the average. Satisfied day-shift users do not prove night users receive information in time. Investigate needs, criticality, and conditions before generalizing. When evaluating customization requests, consider lifecycle cost, maintenance, alternatives, and effect on product direction. Not every request should be accepted, but an absolute rejection rule can also prevent value. When product goals measure only delivery quantity, examine how they would contribute to strategy. That connection is a hypothesis to test. If local targets are achieved without the strategic outcome, the organization should revisit the relationship instead of declaring success through plan execution alone.
Reducing analysis time without increasing incorrect decisions is an outcome to observe; publishing twenty more reports is output to connect with that outcome.
Common pitfalls
Technology as purpose; output as outcome; average as every user; customization without future cost.
Related topics: Discovery, hypotheses, and experiments · Ordering and stakeholder trade-offs
Useful product direction enables choices and testing of effects.
Reference: The Evidence-Based Management Guide · PSPO II; Scrum Guide November 2020 and EBM Guide May 2024; no public numbered exam revision