They found that complexity especially in hierarchical organizations strongly determines success of design choice outcomes, especially when endogenous adaptation in different modules delivers "local performance improvement" (Ethiraj and Levinthal, 2004, p. 404). This is based on H.A. Simon's 1962 model of organizations, products and technology as complex, evolving systems where some choices constrain decision-making in the lowest levels, and also "near-decomposability" (Ethiraj & Levinthal, 2004, p. 404), the argument that intermodular interaction becomes clustered over time between "isolated subsets of interactions" (Ethiraj & Levinthal, 2004, p. 404). Specific units interact more than others, i.e. partnering is not uniform across all departments.
Thus arise multiple, unique interactions within the complex firm that allows for complex evolution (Simon, 1962, ctd. In Ethiraj & Levinthal, 2004, p. 404). This becomes problematic to predict, as an empirical phenomenon that develops organically. Numerous researchers had described possible designs of various complexity, but choosing which one to implement was the problem Ethiraj & Levinthal discovered in the literature in 2004. They then asked if this was complicated by overlooking "important systems in the world that are complex without being hierarchic," which "may to a considerable extent escape our observation and our understanding" (Ethiraj & Levinthal, 2004, p. 404). Not only is there a problem selecting firm design before the fact from the familiar portfolio of alternatives. Simon (1962) took this one step further to ask if this is because those are all we perceive and there may be other forms available that are just too complex for us to observe (ctd. In Ethiraj & Levinthal, 2004, p. 404). Thus arises a meta-analytic epistemological problem questioning how we know what we can know, when the optimal may be outside our tool box because modeling is too difficult. Not only do different structures work in the same environments differently, environments differ and the choices we have may not be the best alternative: Hierarchical options may not be the best. What then is the best choice of structure? We don't, and to some degree can not, know.
Nickerson and Zenger (2002) challenged all those various models by demonstrating how "structural modulation" between "discrete governance modes" (p. 1) may maximize efficiency even when other factors are held constant, i.e. At what is often considered the final, steady state of maximum growth. This state inertia may itself deliver performance benefits in other cases, and Nickerson and Zenger (2002) differentiated the two. Sometimes it pays to vacillate between governance mode even with all else held equal and sometimes remaining the same is more strategic. This all entails the question of exactly what is the firm, which in fact sheds light on why there are still so many competing explanations.
What is 'the' firm, then?
Rajan and Zingales (2001) provided their contribution in a relatively direct explanation of hierarchy choice at start up, starting in a two-period model, which they then extended to the long-run "steady state equilibrium" where "the state...[i.e. The limit to growth] is repeated every period" (Rajan & Zingales) but they kept risk neutral with a linear production function because "technological limits to firm size" was not their focus (Rajan & Zingales, year, p. 812). This maximum firm size depended on the strength of private property rights, where vertical articulation cannot develop if competition is high from information leakage. Ultimately this is highly indeterminate because of environmental factors like property rights correlating with higher incomes (Rajan & Zingales, 2001, p. 831). Therefore countries with stronger judiciaries end up with larger firms, some have found (Rajan and Zingales, 2001, p. 832), especially where based on intangible assets subject to appropriation. Their second model has horizontal primary managers not cross-specialized so no expropriation can occur and thus the entrepreneur is protected from competition. This all begins all over once the entrepreneur retires; the only way the departing entrepreneur can retain control of the asset is to convert from horizontal to vertical anyway (Rajan & Zingales, 2001, p. 838).
This is not a new problem
But as many critics have argued, neoclassical price theory provides no rationale for the very existence of the firm, not to speak of its boundaries and internal organization. This is not just a matter of the price system operating so efficiently that there is no need for, say, any vertically integrated (hierarchical) enterprises; it is more fundamentally a matter of neoclassical perfect competition theory being...
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