
Correlation is not causation. Sowell and Mises explain why the wealth-gap debate misreads inequality, and why productivity, not redistribution, builds wealth.
Thomas Sowell has spent decades pressing an argument that most of economics has moved past. Inequality is a fact to be explained, not a puzzle to be solved. The question that deserves attention, he writes, is why some people and some nations produce more than others. Distribution is secondary. Productivity, not redistribution, is what lifts everyone's material conditions and builds real wealth over time.
The framing carries market consequences. The way policymakers read the wealth gap shows up in the tax code and the cost of capital. Regulation follows the same logic. The dominant reading in Washington and in academic economics treats the racial wealth gap as evidence of discrimination and builds policy on that inference. Sowell's work is a sustained objection to it: the gap is real, the cause does not follow from the disparity.
In Disparities and Discrimination, Sowell gathers the empirical studies showing how many variables shape economic outcomes: education, family background, resources, discrimination, criminal records. None of them, in his reading, supports a one-factor explanation. "Neither logic nor empirical evidence provides a compelling reason for expecting either equal or random outcomes," he writes. The warning extends to the assumption underneath much of the wealth-gap literature, which presumes that absent discrimination, outcomes would be roughly equal. The presumption does the causal work, and it is never tested.
The deeper problem is methodological. Economists who study the wealth gap talk as though they are doing causal inquiry. Mises argued they are doing something else. Human action cannot be understood without causality, he wrote in Human Action, and causality in human affairs cannot be separated from purpose. Aristotle identified four causes: material, formal, efficient, and final. The final cause is the purpose a thing serves. Modern economics mostly ignores it.
The natural sciences, Mises wrote in The Ultimate Foundation of Economic Science, are causality research. The sciences of human action are teleological. A ball rolls down a hill because of gravity, and no further explanation is needed. As teenagers like to say, it's not that deep. A person acts the way he does because of the ends he is trying to reach. The two inquiries are different in kind. Conflating them produces economics that mistakes a correlation for a mechanism.
Mises went further. Teleology, he wrote in Human Action, can be called a variety of causal inquiry. Final causes are first of all causes. The category of means and ends presupposes the category of cause and effect. Purpose is not an alternative to causality. In human affairs, it is the form causality takes. The panmechanistic worldview, which admits only mechanical causality, is blind to purpose.
The error is hard to correct because it rarely announces itself. A bridge designed on a false theory of physics collapses. A policy designed on a false theory of human action just underperforms, and the failure gets rationalized. Mises's line about failed experiments being written off as "not real socialism" applies beyond socialism. The same applies to any theory whose predictions are vague enough to survive disconfirmation.
The instinct to read outcomes as the work of an agent is ancient. Mises noted that primitive man and the infant both assume every event is the action of a being like themselves. The modern version of that instinct attributes the wealth gap to discrimination rather than to the sum of millions of individual choices, each aimed at its own ends. Sowell's warning against "one-factor explanations of economic outcome differences" applies here.
For investors, the lesson is direct. Sowell's argument, translated into market terms, says productivity sets the path for returns over time. A one-factor explanation of any economic outcome is a red flag. The inflation burst and the productivity slowdown each support several causal stories, and the data alone doesn't choose between them. Frank Shostak's formulation is the one to keep: "Correlations can only describe, but not explain."
The same logic, carried into policy, implies a specific market risk. Rules built on a correlation mistaken for a cause tend to multiply, because each new program responds to the previous program's side effects, and the side effects become the next program's justification. The market absorbs the cost slowly, which is why it's easy to miss. A gradual policy build-up works exactly this way.
People from broken backgrounds end up wealthy. People with every advantage end up in distress. The variance is not noise. Purposeful human action produces it, and that purposefulness is exactly what a measurable-input model misses.
The question that survives the critique is the one both economists insist on. What conditions allow individuals to improve their own situation through productive action? The answer, they argue, is governed by rules that are universal. They do not vary by race.
Mises put the epistemological case in a single sentence in Human Action: "There are for man only two principles available for a mental grasp of reality, namely, those of teleology and causality."
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