Reflexivity¶
Why It Matters¶
Financial markets are reflexive. Self-fulfilling prophecies are real. Prediction and outcome aren't separable. Standard equilibrium thinking must be modified when the act of predicting changes what's predicted.
The Key Move¶
Ask: does believing X make X more likely to be true? If yes, the system is reflexive. A bank that's believed to be insolvent becomes insolvent as depositors flee. A stock believed to be valuable becomes valuable as investors pile in.
Classic Application¶
Bank runs. If depositors believe a bank will fail, they withdraw. Withdrawals cause failure. The belief was self-fulfilling. A solvent bank becomes insolvent purely through the dynamics of belief.
Surprising Application¶
Economic forecasting. If the central bank forecasts recession, that forecast changes behavior - businesses cut investment, consumers save more - which changes whether recession happens. The forecast interacts with its object. The economy the Fed predicts isn't the economy that will exist after the prediction.
Failure Modes¶
- Treating social systems like natural systems - ignoring that participants react to models
- Overweighting reflexivity - not everything is reflexive
- Mistaking correlation for reflexive causation
- Assuming reflexivity only works in one direction - negative reflexivity exists (successful prediction triggers prevention)
- Missing that reflexivity can create multiple equilibria - beliefs can coordinate on different outcomes
Go Deeper¶
Soros's "Alchemy of Finance." Merton on self-fulfilling prophecies.
Related Tools¶
- Price as Information - Information Economics: Reasoning Under Asymmetry and Uncertainty (mentioned by)
- Reflexivity and Feedback Loops - Portfolio Management (mentioned by)