In the mid-20th century, the analysis of economic growth experienced an essential shift with the nearly simultaneous work of Robert Solow and Trevor Swan, who developed what we now know as the neoclassical growth model. This model sought to correct the dynamic instabilities of the previous Harrod and Domar models, which were characterized by an unstable structure highly sensitive to assumptions about the capital-output relationship.
Swan's contribution, parallel to Solow's, consisted of a rigorous mathematical formulation of the balanced growth path. Swan introduced a model where the long-term growth rate is determined by exogenous technological growth and population growth, under assumptions of diminishing returns to physical capital. His Australian version of the model was less disseminated than Solow's but conceptually analogous and key to the formalization of equilibrium growth trajectories.

However, when empirically applying his model to the U.S. case, Solow discovered a surprising result: the accumulation of per capita physical capital failed to explain most of the economic growth observed in the analyzed period. The unexplained portion, later termed the "Solow residual", indicated the existence of other factors beyond capital and labor. That gap could not be ignored: the model failed to explain the most relevant drivers of real economic growth. From there, the need arose to incorporate new explanatory variables.
The emergence of human capital: Becker and Uzawa
Faced with the challenge of explaining the Solow model's residual, the Department of Economics at the University of Chicago, under the direction of George Stigler, proposed advancing the introduction of human capital as a new explanatory variable. This idea gave rise to two essential lines of research.
In the microeconomic realm, Gary Becker developed a systematic theory of human capital. Although his doctoral thesis (The Economics of Discrimination) addressed issues of discrimination in the labor market, his later work, especially the book Human Capital, laid the foundations for an economic analysis of human behavior beyond traditional markets. Becker treated human capital as a form of investment, comparable to physical capital, where education, health, experience, and job training increase an individual's productivity.

Becker introduced individual production functions that allowed modeling how private decisions on skill accumulation affect the marginal productivity of labor and, by extension, aggregate growth. His approach integrated tools from neoclassical microeconomics and intertemporal consumption theory, anticipating many of the dynamics later formalized in endogenous growth models. This analysis allowed understanding why countries with equal physical capital endowments could have divergent growth trajectories: the key was in the accumulation of human capabilities.
From the macroeconomic perspective, Hirofumi Uzawa developed a growth model that explicitly incorporated human capital as an accumulable factor in the aggregate production function. His formulation allowed for sustained growth even without exogenous technological progress, given that human capital could be increased through the allocation of time to learning and training.










