Question
What does it mean that schema evolution in organizations?
Quick Answer
Organizations must update their schemas as the environment changes — but most fail to do so until a crisis forces the update. The same mechanisms that make schemas useful (they simplify decision-making by filtering information) make them resistant to change (they filter out the very information.
Organizations must update their schemas as the environment changes — but most fail to do so until a crisis forces the update. The same mechanisms that make schemas useful (they simplify decision-making by filtering information) make them resistant to change (they filter out the very information that would reveal their obsolescence). Deliberate schema evolution requires practices that counteract this natural resistance.
Example: A media company built its business around print advertising. Its core schema was: 'We connect advertisers with readers through high-quality editorial content.' For decades, this schema was perfectly adapted. Revenue came from advertisers, value came from editorial quality, and the medium was print. When digital media emerged, the schema filtered the new information in a predictable way. Online advertising was dismissed as low-quality ('Our advertisers want premium placement, not banner ads'). Digital content was dismissed as inferior ('Our readers expect editorial standards that blogs cannot match'). The schema correctly identified the differences between print and digital — and incorrectly concluded that those differences made digital irrelevant. The schema was not wrong about the present. It was wrong about the future. By the time the schema's obsolescence was undeniable — when print advertising revenue had declined 60% — the organization was too far behind to catch up. The schema had preserved itself by filtering out the very information that would have revealed the need for change. The CEO, Natasha, later reflected: 'We did not fail because we lacked information. We failed because our mental model of the business prevented us from interpreting the information correctly. Every signal that digital was the future was processed through a schema that said print was the present. The schema was the problem, and the schema was the last thing we were willing to change.' Natasha's reflection captures the fundamental challenge of schema evolution: the schema is both the lens through which the organization sees the world and the barrier that prevents it from seeing what the world is becoming.
Try this: Identify one organizational schema that has been stable for more than five years. Ask: (1) What environmental conditions was this schema adapted to when it formed? (2) Have those conditions changed? (3) If the conditions have changed, has the schema been updated to reflect the new conditions? (4) If the schema has not been updated, what information is the schema filtering out that might signal the need for change? Write a one-paragraph description of what the updated schema might look like — the mental model the organization would hold if it were adapting to current conditions from scratch rather than continuing a historical schema.
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