Challenges to reliability within stage |
Local variability and reinventing the wheelDenial/avoidance of vulnerability (“iron man” mentality; “shame and blame” approach to correction)Difficulty cooperating across boundaries |
Tension between standardizing and innovatingComplacencyKnowledge in the rules
v expertsCompetition driving down profit margins |
Costs of experimentation: (performance declines while trying new things)Maintaining controls while learning new thingsUneven rates of progress regarding openness leading to culture wars |
Complex interdependenciesLure of a quick fix pushes out fundamental improvements/changeMaintaining slack resources under cost pressures |
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Selected design elements for reliability within stage |
SpecializeImproviseInnovateRevere expertise and craft knowledgeApprenticeships and mentoring |
StandardizeFormalize rulesCentralizeRedundancyRisk analysis and planningTraining |
Heedful inter‐relatingCross‐functional, cross‐hierarchy communicationMutual respectBenchmark |
Reflection skillsSystems thinkingRoot cause analysisTolerate “worse‐before‐better” pattern of process improvementMaintain safety resources as safety improves |