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II.3 Knowledge and learning



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II.3 Knowledge and learning 

The concepts of knowledge and learning are of course important in all the different contributions to 

the analysis of innovation systems. In Lundvall (1992, p. 1) it was proposed that ‘the most 

fundamental resource in the modern economy is knowledge and, accordingly,  the most important 

process is learning.’ But the concepts of knowledge and learning were not at all well developed at 

the time. Over the last decade the attempts to get a better understanding of the knowledge based 

economy and the learning economy have created a more satisfactory theoretical foundation for the 

understanding of innovation systems. 

The understanding has been further developed using the basic distinctions between information and 

knowledge, between ‘knowing about the world’ and ‘knowing how to change the world’ and 

between knowledge that is explicit and codified versus knowledge that remains implicit and tacit. 

                                                 

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 But before establishing this apparently deductive and theoretical construct I was involved in a series of case studies 



that helped me to see different patterns that could be generalized. For instance we found that a Swedish producer of 

dairy equipment was willing to take annual losses in its Danish subsidiary because it gave access ‘to the most 

demanding and advanced users in the world’. This example supported the idea of interactive learning and it could not 

easily be reduced to transaction cost concepts – if anything we had found an example of ‘interaction benefit’. More 

generally it is my impression that most interesting analytical contributions in the field of innovation studies have their 

roots in what might be called ‘paradigmatic cases’. General hypotheses pursued by an author will often reflect insights 

gained in a specific concrete project taking place at a crucial point in the career. Schumpeter and the railways would 

certainly be one example. 




 

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These distinctions are especially helpful when it comes to contrast the theoretical micro-foundations 



of innovation systems with those of standard economics. 

If, at all, agents are allowed to learn in a neo-classical model learning is either understood as getting 

access to more or more precise information about the world or it is a black-box phenomenon as in 

growth models assuming ‘learning by doing’. The fundamental fact that agents – individuals as well 

as firms - are more or less competent in what they are doing and that they may learn how to become 

more competent is abstracted from in order to keep the analysis simple and based upon 

‘representative firms’ and agents. This abstraction is most problematic in an economy where it 

seems as if the distribution of competence becomes more and more uneven and the capability to 

learn tends to become the most important factor behind the economic success of people, 

organizations and regions (Lundvall and Johnson 1994). 

Currently the major challenges in national innovation systems are to develop organizations, 

relationships and career patterns that promote competence building. It is recognized that some firms 

are much ‘better’ at exploiting technological opportunities than others.

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 Here the innovation 



system’s analysis departs from new growth theory. New growth theory may allow for learning by 

doing but in order to remain a member of the neo-classical family it has not allowed itself to give up 

the basic assumptions about rational profit maximizing representative firms. 


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