Mental model

Delays Cause Oscillations

The time lag between an action and its result often leads to overcorrection, creating unstable boom-and-bust cycles.

Discover

You're adjusting a shower, but the water temperature takes a few seconds to change. The water is too cold, so you turn the knob significantly towards hot. What likely happens next?

Predict the outcome:

Let's explore why this happens.

Understand

Understand

The shower gets scalding hot because you corrected too much before feeling the result of your first adjustment. This pattern, where delays between an action and its feedback cause wild swings, is a fundamental system behavior. Because we don't see an immediate result, we keep 'correcting' the problem, pushing the system too far in one direction, only to have to overcorrect back the other way.

Notice this: in a conversation, observe the slight delay before someone responds and how it can sometimes lead to people talking over each other.

Full explanation

Full explanation

This phenomenon occurs in systems with feedback loops where the information about the state of the system is delayed. You take action based on the old information you have, not the current reality that your past actions are already influencing.

Imagine a retail manager seeing low stock of a popular item. They place a large order. The order has a three-week shipping delay. During that time, they still see low stock and might place another large order. When both shipments finally arrive, the store is flooded with excess inventory just as customer demand naturally wanes, creating a cycle of shortage and surplus.

This isn't limited to supply chains. It happens in economic policy, where governments issue stimulus checks to combat a recession. The money takes months to circulate and affect the economy. By the time it does, the economy might already be recovering, and the extra cash could fuel inflation, requiring an overcorrection with higher interest rates.

Even personal habits follow this pattern. When starting a diet, you might not see weight loss for a week due to water retention. Frustrated by the delay, you might restrict calories further, leading to a cycle of extreme dieting and eventual burnout or bingeing. The key is recognizing the delay and making smaller, more patient adjustments.

Research

Research

The principle that delays in feedback loops cause oscillations is a cornerstone of system dynamics and control theory. These systems often appear stable but contain hidden instabilities that only become apparent under certain conditions. The goal is not to eliminate delays, which are often inherent, but to understand and dampen the oscillations they cause by making smaller, more patient interventions.

  • The "Beer Distribution Game," a simulation developed at MIT, famously demonstrates how small fluctuations in customer demand can create massive oscillations in inventory and orders up the supply chain, a phenomenon known as the "bullwhip effect." This occurs even with rational actors because of the cumulative delays in information and shipping between each link (retailer, wholesaler, factory). [1]
  • Donella Meadows identified delays as a common "system trap." She argued that when a system has a long delay, the most effective policy is not to react to moment-to-moment feedback, but to be guided by a longer-term view of the system's behavior and make deliberate, conservative adjustments. [2]
  • Norbert Wiener's foundational work on cybernetics established that feedback is essential for control, but that time lags within that feedback are a primary source of instability and 'hunting' (oscillation) in both mechanical and biological systems. [3]

Limitations

Limitations

Not all delays lead to dramatic oscillations. If the corrective actions are small and infrequent enough for the system to settle before the next correction, it can stabilize smoothly. Furthermore, experienced operators can learn to mentally model the delay and anticipate the system's future state, making proactive adjustments rather than reactive ones. The model also assumes a desire to reach a stable state; in some systems, like predator-prey populations, oscillation is the natural, stable pattern.

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Sources

Sources

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Check your understanding

A company launches a major marketing campaign. After two weeks with no visible sales increase, they double the budget. A month later, sales spike dramatically but they've overspent, forcing layoffs. This cycle is an example of:

Show the guide's explanation

Answer: Oscillation caused by delayed feedback on campaign impact.

The delay between launching the campaign and seeing its full effect on sales led the company to overcorrect by doubling the budget, creating a boom-and-bust cycle in spending and staffing.

Understanding that delays cause oscillations helps you make better decisions by encouraging you to:

Show the guide's explanation

Answer: Make smaller, patient adjustments while waiting for the effects of past actions to appear.

This approach helps dampen oscillations by preventing the overcorrection that happens when you react to old data before the system has had time to respond to your last change.

Which of these scenarios is LEAST likely to be an example of delays causing oscillations?

Show the guide's explanation

Answer: A thermostat turning a furnace on and off to maintain a room's temperature.

A thermostat is a well-designed feedback system where the delay is short and the corrections are simple (on/off), leading to a stable, managed fluctuation around a set point, not a chaotic or growing oscillation.

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Delays Cause Oscillations | Reframo