Can you provide a table of how different authors approach the same challenge with columns of a simple interventions and complicated interventions

The following table outlines how various authors in the sources distinguish between simple interventions (typically associated with the Order Pole, linear logic, and “tame” problems) and complex or systemic interventions (associated with the Complexity Pole, recursive logic, and “messes”).

Comparative Approaches to Systemic Intervention

Author / FrameworkSimple/Ordered InterventionsComplex/Systemic Interventions
Dave Snowden (Cynefin)Sense-Categorize-Respond: Applying “Best Practice” where cause and effect are self-evident[1][2].Probe-Sense-Respond: Conducting multiple “safe-to-fail” experiments to allow solutions to emerge[3][4].
Peter Checkland (SSM)Optimization: Searching for the most efficient means to reach a pre-defined goal[5][6].Learning: Using intellectual models to structure debate and find “accommodations” between worldviews[7][8].
Donella MeadowsLow Leverage: Diddling with “numbers” and parameters like taxes, subsidies, or standards[9][10].High Leverage: Changing the system’s goals, mindsets, and the “paradigm” from which they arise[11][12].
Russ AckoffSolution: Attempting to optimize the performance of individual parts in isolation[13][14].Dissolution: Redesigning the entire system or its environment so the problem no longer exists[13][15].
James WilkModeling: Attempting to map and represent complexity through charts and abstractions[16][17].Filtering: Identifying the single “idiosyncratic constraint” to release an all-at-once “flip” or nudge[18][19].
Reg RevansProgrammed Knowledge (P): Using expert prescriptions and past experience to solve “puzzles”[20][21].Questioning Insight (Q): Posing fresh questions to navigate conditions of risk and confusion[22][23].
Nassim TalebRobustness: Building systems that attempt to ignore or resist chaos and stressors[24][25].Antifragility / Via Negativa: Benefiting from volatility or improving systems by subtracting fragile parts[26][27].
Max BoisotComplexity Reduction: Using codification and abstraction to filter out noise[28].Complexity Absorption: Using social capital, trust, and distributed intelligence to live with uncertainty[28][29].
Robert Flood / MC JacksonFunctionalist: Focusing on doing “things right” through design and efficiency[30][31].Emancipatory: Asking if “rightness is buttressed by mightiness” to ensure fairness and ethics[30][32].

As the sources suggest, the choice between these two columns depends on your orientation toward the problem[33]. Simple interventions work when the environment is stable and predictable, allowing for “closed” management styles[34][35]. However, when facing “wicked” complexity, applying a simple intervention often leads to iatrogenics—harm caused by the healer trying to “fix” a system they do not fully understand[26][36].

The frameworks generally advise moving away from “Silver Bullet” methodologies that promise a single answer, encouraging instead a “forever contingent” stance that respects the evolutionary potential of the present[37][38].

Does your current challenge feel more like a “puzzle” with a single correct solution, or a “mess” where the primary task is actually identifying what the problem is?