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- Each situation is unique, with few or no historical references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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