Innovative thinking about a global world
Sunday, February 16, 2020
Generativity and emergence
Social entities and structures have properties that exercise causal influence over all of us, and over the continuing development of the society in which we live. Schools, corporations, armies, terror networks, transport networks, markets, churches, and cities all fall in this range — they are social compounds or entities that shape the behavior of the individuals who live and work within them, and they have substantial effects on the broader society as well.
So it is unsurprising that sociologists and ordinary observers alike refer to social structures, organizations, and practices as real components of the social world. Social entities have properties that make a difference, at the individual level and at the social and historical level. Individuals are influenced by the rules and practices of the organizations that employ them; and political movements are influenced by the competition that exists among various religious organizations. Putting the point simply, social entities have real causal properties that influence daily life and the course of history.
What is less clear in the social sciences, and in the areas of philosophy that take an interest in such things, is where those causal properties come from. We know from physics that the causal properties of metallic silver derive from the quantum-level properties of the atoms that make it up. Is something parallel to this true in the social realm as well? Do the causal properties of a corporation derive from the properties of the individual human beings who make it up? Are social properties reducible to individual-level facts?
John Stuart Mill was an early advocate for methodological individualism. In 1843 he wrote his System of Logic: Ratiocinative and Inductive, which contained his view of the relationships that exist between the social world and the world of individual thought and action:
All phenomena of society are phenomena of human nature, generated by the action of outward circumstances upon masses of human beings; and if, therefore, the phenomena of human thought, feeling, and action are subject to fixed laws, the phenomena of society can not but conform to fixed laws. (Book VI, chap. VI, sect. 2)With this position he set the stage for much of the thinking in social science disciplines like economics and political science, with the philosophical theory of methodological individualism.
About sixty years later Emile Durkheim took the opposite view. He believed that social properties were autonomous with respect to the individuals that underlie them. In 1901 he wrote in the preface to the second edition of Rules of Sociological Method:
Whenever certain elements combine and thereby produce, by the fact of their combination, new phenomena, it is plain that these new phenomena reside not in the original elements but in the totality formed by their union. The living cell contains nothing but mineral particles, as society contains nothing but individuals. Yet it is patently impossible for the phenomena characteristic of life to reside in the atoms of hydrogen, oxygen, carbon, and nitrogen…. Let us apply this principle to sociology. If, as we may say, this synthesis constituting every society yields new phenomena, differing from those which take place in individual consciousness, we must, indeed, admit that these facts reside exclusively in the very society itself which produces them, and not in its parts, i.e., its members…. These new phenomena cannot be reduced to their elements. (preface to the 2nd edition)These ideas provided the basis for what we can call “methodological holism”.
So the issue between Mill and Durkheim is the question of whether the properties of the higher-level social entity can be derived from the properties of the individuals who make up that entity. Mill believed yes, and Durkheim believed no.
This debate persists to the current day, and the positions are both more developed, more nuanced, and more directly relevant to social-science research. Consider first what we might call “generativist social-science modeling”. This approach holds that methodological individualism is obviously true, and the central task for the social sciences is to actually perform the reduction of social properties to the actions of individuals by providing computational models that reproduce the social property based on a model of the interacting individuals. These models are called “agent-based models” (ABM). Computational social scientist Joshua Epstein is a recognized leader in this field, and his book Growing Artificial Societies: Social Science From the Bottom Up provides developed examples of ABMs designed to explain well-known social phenomena from the disappearance of the Anasazi in the American Southwest to the occurrence of social unrest. Here is his summary statement of the approach:
To the generativist, explaining macroscopic social regularities, such as norms, spatial patterns, contagion dynamics, or institutions requires that one answer the following question: How could the autonomous local interactions of heterogeneous boundedly rational agents generate the given regularity?Accordingly, to explain macroscopic social patterns, we generate—or “grow”—them in agent models.
Continues in source: Understanding Society: Generativity and emergence