George Soros Remarks
Festival of Economics
June 2, 2012
Trento, Italy
Ever since the Crash of 2008 there has been a widespread recognition, both among economists and the general public, that economic theory has failed. But there is no consensus on the causes and the extent of that failure.
I believe that the failure is more profound than generally recognized. It goes back to the foundations of economic theory. Economics tried to model itself on Newtonian physics. It sought to establish universally and timelessly valid laws governing reality. But economics is a social science and there is a fundamental difference between the natural and social sciences. Social phenomena have thinking participants who base their decisions on imperfect knowledge. That is what economic theory has tried to ignore.
Scientific method needs an independent criterion, by which the truth or validity of its theories can be judged. Natural phenomena constitute such a criterion; social phenomena do not. That is because natural phenomena consist of facts that unfold independently of any statements that relate to them. The facts then serve as objective evidence by which the validity of scientific theories can be judged. That has enabled natural science to produce amazing results.
Social events, by contrast, have thinking participants who have a will of their own. They are not detached observers but engaged decision makers whose decisions greatly influence the course of events. Therefore the events do not constitute an independent criterion by which participants can decide whether their views are valid. In the absence of an independent criterion people have to base their decisions not on knowledge but on an inherently biased and to greater or lesser extent distorted interpretation of reality. Their lack of perfect knowledge or fallibility introduces an element of indeterminacy into the course of events that is absent when the events relate to the behavior of inanimate objects. The resulting uncertainty hinders the social sciences in producing laws similar to Newton’s physics.
Economics, which became the most influential of the social sciences, sought to remove this handicap by taking an axiomatic approach similar to Euclid’s geometry. But Euclid’s axioms closely resembled reality while the theory of rational expectations and the efficient market hypothesis became far removed from it. Up to a point the axiomatic approach worked. For instance, the theory of perfect competition postulated perfect knowledge. But the postulate worked only as long as it was applied to the exchange of physical goods. When it came to production, as distinct from exchange, or to the use of money and credit, the postulate became untenable because the participants’ decisions involved the future and the future cannot be known until it has actually occurred.
I am not well qualified to criticize the theory of rational expectations and the efficient market hypothesis because as a market participant I considered them so unrealistic that I never bothered to study them. That is an indictment in itself but I shall leave a detailed critique of these theories to others.
Instead, I should like to put before you a radically different approach to financial markets. It was inspired by Karl Popper who taught me that people’s interpretation of reality never quite corresponds to reality itself. This led me to study the relationship between the two. I found a two-way connection between the participants’ thinking and the situations in which they participate. On the one hand people seek to understand the situation; that is the cognitive function. On the other, they seek to make an impact on the situation; I call that the causative or manipulative function. The two functions connect the thinking agents and the situations in which they participate in opposite directions. In the cognitive function the situation is supposed to determine the participants’ views; in the causative function the participants’ views are supposed to determine the outcome. When both functions are at work at the same time they interfere with each other. The two functions form a circular relationship or feedback loop. I call that feedback loop reflexivity. In a reflexive situation the participants’ views cannot correspond to reality because reality is not something independently given; it is contingent on the participants’ views and decisions. The decisions, in turn, cannot be based on knowledge alone; they must contain some bias or guess work about the future because the future is contingent on the participants’ decisions.
Fallibility and reflexivity are tied together like Siamese twins. Without fallibility there would be no reflexivity – although the opposite is not the case: people’s understanding would be imperfect even in the absence of reflexivity. Of the two twins, fallibility is the first born. Together, they ensure both a divergence between the participants’ view of reality and the actual state of affairs and a divergence between the participants’ expectations and the actual outcome.
Obviously, I did not discover reflexivity. Others had recognized it before me, often under a different name. Robert Merton wrote about self-fulfilling prophecies and the bandwagon effect, Keynes compared financial markets to a beauty contest where the participants had to guess who would be the most popular choice. But starting from fallibility and reflexivity I focused on a problem area, namely the role of misconceptions and misunderstandings in shaping the course of events that mainstream economics tried to ignore. This has made my interpretation of reality more realistic than the prevailing paradigm.
Among other things, I developed a model of a boom-bust process or bubble which is endogenous to financial markets, not the result of external shocks. According to my theory, financial bubbles are not a purely psychological phenomenon. They have two components: a trend that prevails in reality and a misinterpretation of that trend. A bubble can develop when the feedback is initially positive in the sense that both the trend and its biased interpretation are mutually reinforced. Eventually the gap between the trend and its biased interpretation grows so wide that it becomes unsustainable. After a twilight period both the bias and the trend are reversed and reinforce each other in the opposite direction. Bubbles are usually asymmetric in shape: booms develop slowly but the bust tends to be sudden and devastating. That is due to the use of leverage: price declines precipitate the forced liquidation of leveraged positions.
Well-formed financial bubbles always follow this pattern but the magnitude and duration of each phase is unpredictable. Moreover the process can be aborted at any stage so that well-formed financial bubbles occur rather infrequently.
At any moment of time there are myriads of feedback loops at work, some of which are positive, others negative. They interact with each other, producing the irregular price patterns that prevail most of the time; but on the rare occasions that bubbles develop to their full potential they tend to overshadow all other influences.
According to my theory financial markets may just as soon produce bubbles as tend toward equilibrium. Since bubbles disrupt financial markets, history has been punctuated by financial crises. Each crisis provoked a regulatory response. That is how central banking and financial regulations have evolved, in step with the markets themselves. Bubbles occur only intermittently but the interplay between markets and regulators is ongoing. Since both market participants and regulators act on the basis of imperfect knowledge the interplay between them is reflexive. Moreover reflexivity and fallibility are not confined to the financial markets; they also characterize other spheres of social life, particularly politics. Indeed, in light of the ongoing interaction between markets and regulators it is quite misleading to study financial markets in isolation. Behind the invisible hand of the market lies the visible hand of politics. Instead of pursuing timeless laws and models we ought to study events in their time bound context.
My interpretation of financial markets differs from the prevailing paradigm in many ways. I emphasize the role of misunderstandings and misconceptions in shaping the course of history. And I treat bubbles as largely unpredictable. The direction and its eventual reversal are predictable; the magnitude and duration of the various phases is not. I contend that taking fallibility as the starting point makes my conceptual framework more realistic. But at a price: the idea that laws or models of universal validity can predict the future must be abandoned.
Until recently, my interpretation of financial markets was either ignored or dismissed by academic economists. All this has changed since the crash of 2008. Reflexivity became recognized but, with the exception of Imperfect Knowledge Economics, the foundations of economic theory have not been subjected to the profound rethinking that I consider necessary. Reflexivity has been accommodated by speaking of multiple equilibria instead of a single one. But that is not enough. The fallibility of market participants, regulators, and economists must also be recognized. A truly dynamic situation cannot be understood by studying multiple equilibria. We need to study the process of change.