In a paper titled Too Big to Fail, Hidden Risks, and the Fallacy of Large Institutions, Nassim Taleb argues that costs rise disproportianately as the size of an organization rise. He’s basically attacking the idea of economies of scale, and too big to fail.
BTW, if you want to see someone who understands how and where to use statistical analysis, it’s Taleb.
A couple quotes:
Naive optimization may lead us to believe in economies of scale that ignores the stochastic structure that results from an aggregation of entities, their associated vulnerabilities and their costs. While companies get larger through mergers and industries become concentrated, based on the premises of “economies of scale” ([Pareto [10], Taleb [14]). This does not take into account the effects of an increase of risks resulting from both “dependence” and the latent risks that beset big and small economic entities equally. For example, the risk of blowups –in fact, under any form of loss or error aversion, and concave execution costs, gains from an increase in size should show a steady improvement in performance, punctuated with large and more losses, with a severe increase in negative skewness [7],[ 9].
However, under a nonlinear loss function, increased exposure to rare and latent events may have the effect of raising the costs of aggregation while giving the impression of benefits – since the costs will be borne during rare, but large-impact events. This result is general. It holds not just for economic systems, but for biological, industrial and mechanical ones as well.
Basically, as you get bigger errors in prediction and rising execution costs disproportionately increase exposure and reduce the ability to mitigate losses.
The point being this centralization optimization meme is best kept on a small scale, when you try to execute and integrate in this fashion at larger and larger scales, it becomes suboptimal, it increases catastrophic risk.
So, to bring it back, I suspect one could actually analyze current state entities in these terms. Over centralized organizations including states, and overgrown, bloated and inefficient organizations are choking innovation, production, and growth. Until we end up with a social backlash against these centralization memes, things will get worse.
Luckily the feedback signals will necessarily lead to the downfall of all such empirical (as in empire) social institutions. Unluckily, they’re sufficiently large and interdependent that the dissolution/decentralization process may in fact be catastrophic in many places.