This way of formulating the approach has fairly strong ontological presuppositions. Basically, it assumes that social causes are large, pervasive factors that obtain or fail to obtain in the multiple cases. For example, in explaining revolution the investigator might identify food crisis, population density, weak state institutions, and war as potential causal factors, and then compare the cases with respect to the variance of these factors. The comparative method assumes that large social units (societies, regions, social groups) are the operative units, and their causal properties are largescale, pervasive social conditions.
But what if our view of social causation is focused at a more disaggregated level -- not at the level of gross social conditions and structures, but at the level of lower-level processes and mechanisms? What if we thought that the action is really taking place at the level of the contingent unfolding of social processes at more local levels? This ontology wouldn't imply that the large social factors just mentioned are not part of the true causal story. But it would cast serious doubt on the expectation that there will be neat patterns of covariance across cases identified solely at this level. And yet this is exactly what Mill's methods require.
The turn to concrete social mechanisms as the unit of social analysis suggests that it is most fruitful to seek out explanations of outcomes as the "concatenation" of a set of common social mechanisms (Social Mechanisms: An Analytical Approach to Social Theory
We might say that a credible alternative, still falling within a broad definition of "comparative historical sociology", is this: select a number of cases for detailed study. Uncover in some detail the processes and factors that appear to have led to the outcome (process-tracing). And arrive at generalizations by discovering that certain mechanisms or processes recur across multiple cases, and that large structural factors interact with these processes in recurring ways.
This is the approach that McAdam, Tarrow, and Tilly take in Dynamics of Contention
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