Mess Context Heuristics

Characteristics

  • Instability and uncertainty about relationships, patterns, priorities, and events
  • Many stakeholders, and consistent disagreement about the nature of the situation
  • Experts rely on opinion or analysis rather than on experiment
  • Unknown unknowns
  • Each problem is a symptom of another problem
  • Many competing ideas about what to do, if anything
  • Each situation is unique, with few or no historical references
  • Boundary decisions are highly subjective, stopping points and criteria for success are unclear
  • The situation includes cultural, political, and economic forces
  • The situation has non-linear dynamic elements
  • Stakeholders have limited ability to influence the system

Standard work

  • When a decision could create harm of unknown magnitude, act with extreme caution
  • Use long-term purposes and values to guide decision-making
  • Include other people to create meaning and purpose
  • Use separation to pull simple and complicated sub-problems out of the mess
  • Build in adaptive capacity to prepare for unknowns
  • Use collaboration and deliberative strategies to develop and implement plans
  • Use competition and market strategies after collaboratively setting a basic standard for behavior
  • Use authoritative strategies where speed is required or when collaboration results in a stalemate
  • Make time for individual and group reflection to capture, understand, and interpret what is happening
  • Use planning to learn about the situation and identify feasible objectives
  • Provide ongoing, timely feedback about what is happening, and what is known and unknown
  • Be pragmatic and look for what works rather than seeking precise answers
  • Acknowledge data uncertainty and ambiguity; distinguish better information from worse
  • Prevent uncontrolled expansion of work and avoid empty compromises
  • Make progress where possible; balance innovation with incremental, trial and error progress
  • Favor decisions that make sense when viewed from many different perspectives
  • Favor decisions that are robust within a wide range of future possibilities and require fewer follow-on decisions
  • Favor decisions that build in and maintain options

Warning signs

  • Using routine context tools in mess context
  • Using complicated context tools in mess context
  • Stress, burnout, and frustration due to rapid change and high uncertainty
  • Focusing on events and transactions and ignoring patterns and behavior over time
  • Using boundary decisions to create simple, but ineffective problems and solutions
  • “Cult of the leader,” desire for authoritative strategies to reduce discomfort, responsibility, or fear of the unknown
  • Undermining collaboration with authoritative decision-making
  • Hiding or ignoring underlying risks
  • Problems at internal or external system interfaces
  • Unbounded limits on system behavior

Proactive work

  • Standard work in the mess context is mostly proactive work
  • Require advocates of proposed methods to identify and respond to risks
  • Make decisions with more focus on the consequences of risk than on the probability of occurrence
  • Adjust design decisions as feedback is received
  • Maintain schedule slack and contingency plans
  • Develop plans that can accommodate a wide variety of circumstances
  • Develop plans that cultivate conditions for decisive action later
  • Deploy limited resources, keeping bulk of reserves ready to respond as the situation evolves
  • Prioritize development over growth
  • Prioritize actions by their importance divided by time to complete
  • Build and maintain robust checks and balances
  • Contain volatility close to the source
  • Prioritize shaping what you want over stopping what you do not want
  • Embrace volatility and run many experiments when you have little to lose
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