Although in practice innovative coding is hard to disentangle from inn — Max Boisot

"Knowledge management often generates theories that are too general or abstract to be easily testable. In some cases, simulation modeling can help. [WE have developed] an agent-based simulation model derived from a conceptual framework, the Information Space or I-Space and use it to explore the differences between a neoclassical and a Schumpeterian information environment."

"Following the lead given by new institutional economics, we shall take the transaction as our unit of analysis. For our purposes, a transaction can be thought of as any act of social exchange that depends on information flows for its accomplishment. Transactions can be as simple and brief as the purchase of a packet of cigarettes, or as complex as and extended as those which bind a Zen master to his disciples. Like institutional economists, we are interested in the relationship that can be established between different transactional characteristics and the phenomenon of institutionalization. Our use of the term transaction, however, will extend beyond that of institutional economics where the focus has tended to be primarily on transaction costs and efficiency considerations. These, to be sure, are relevant. But, as we shall see, they are not the whole story."

"To summarize, the production of information and its use in transactions both incur costs and are thus subject to economizing. In the 1970s, there occurred a revival of interest among economists in the economics of transaction, and Oliver Williamson in particular, building on the earlier work of Ronald Coase and John Commons, has explored the different institutional arrangements that govern transactional choices."

"We shall also concern ourselves with the institutional order built up from transactions, but our focus will be less narrowly economic than the one adopted by Williamson. Like him, we shall argue that institutional structures aim partly at achieving transactional efficiencies and that where such efficiencies are effectively achieved they act somewhat like a magnetic field – a mathematician would call them ‘attractors’ – drawing the uncommitted transaction into a given institutional orbit. Yet in contrast to Williamson’s, our concept of transactions is underpinned by an explicit rather than an implicit theory of information production and exchange which yields a different way of classifying them as well as a distinctive approach to their governance. We find ourselves in consequence in the realm of political economy rather than of economics tout court."

"In spite of such limitations, the New Institutional Economics research programme, given its willingness to acknowledge the central role played by information in the economic process, constitutes a marked advance over what is on offer from the neoclassical orthodoxy. There, information retains the status of the luminiferous ether of classical physics before Einstein: a ubiquitous medium that admitted of a mechanical account of action at a distance and kept the world conveniently Newtonian. Institutional economics, however, needs a more explicit and dynamic theory of information flows if it is to make more than a dent in the neoclassical defences. Having established that there exists credible institutional alternatives to markets, it needs to show how information production and exchange underpins them all, shaping their internal evolution as well as how they collaborate and compete. In effect, what is needed is a theory of social learning that extends beyond the individual or the organization to encompass more complex institutional settings. Such as theory, I believe, is foreshadowed in Douglas North’s historical studies of institutions. It now needs further development."

"Data is discrimination between physical states of things (black, white, etc.) that may convey or not convey information to an agent. Whether it does so or not depends on the agents prior stock of knowledge."