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Volumn 8, Issue 1, 2009, Pages 101-129

From the organization to the division of cognitive labor

Author keywords

Complexity; Epistasis; Interdependency; Kuhn; Modularity; NK fitness landscapes; Path dependency; Risk spreading

Indexed keywords


EID: 58449109159     PISSN: 1470594X     EISSN: 17413060     Source Type: Journal    
DOI: 10.1177/1470594X08098873     Document Type: Article
Times cited : (17)

References (101)
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    • They include Carliss Baldwin and Kim Clark, Design Rules, 1: The Power of Modularity (Cambridge, MA: MIT Press, 2000);
    • They include Carliss Baldwin and Kim Clark, Design Rules, Volume 1: The Power of Modularity (Cambridge, MA: MIT Press, 2000);
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    • Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem Solving
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    • The Structure of Problem-Solving Knowledge and the Structure of Organizations
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    • Eric Von Hippel, 'Task Partitioning: An Innovation Process Variable', Research Policy 19 (.1990): 407-18. (Kauffman is important and widely cited by others, but, it should be noted, he writes as a biologist.)
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    • See also Fred D'Agostino, 'Some Modes of Public Justification', Australasian Journal of Philosophy 69 (1991): 390-414;
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    • This disputes some remarks by Gerald F. Gaus, Value and Justification Cambridge: Cambridge University Press, 1990
    • This disputes some remarks by Gerald F. Gaus, Value and Justification (Cambridge: Cambridge University Press, 1990).
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    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem Solving', p. 309.
    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem Solving', p. 309.
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    • It is worth noting that such complex relations among evaluative standards are recognized, or at least asserted, by ethical 'particularists' such as Jonathon Dancy. See, Oxford: Blackwell, Indeed, Dancy's particularism is grounded precisely in such complexity, not that, to my knowledge, he puts it that way himself
    • It is worth noting that such complex relations among evaluative standards are recognized, or at least asserted, by ethical 'particularists' such as Jonathon Dancy. See Jonathon Dancy, Moral Reasons (Oxford: Blackwell, 1993). Indeed, Dancy's particularism is grounded precisely in such complexity, not that, to my knowledge, he puts it that way himself.
    • (1993) Moral Reasons
    • Dancy, J.1
  • 49
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    • Ethiraj and Levinthal, 'Modularity and Innovation, in Complex Systems', p. 161 (emphasis added).
    • Ethiraj and Levinthal, 'Modularity and Innovation, in Complex Systems', p. 161 (emphasis added).
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    • NK Fitness Landscapes
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    • Lee Altenberg, 'NK Fitness Landscapes', in The Handbook of Evolutionary Computation, edited by Thomas Back, David B. Fogel and Zbigniew Machalewicz (Oxford: Oxford University Press, 1997).
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    • The Structure of Problem-Solving Knowledge and the Structure of Organizations
    • emphasis added
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    • Marengo1
  • 57
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    • It is important to note that our analysis presupposes that we have commensurated the standards. Difficulties searching a complex landscape are, of course, as I have pointed out and will reiterate, made more difficult when the landscape itself is constructed 'as we go', as, of course, it almost always is. The difficulties we are examining here, however, do not depend on this point. Even a fully constructed evaluative landscape will be difficult to search for the best option when that landscape is rugged.
    • It is important to note that our analysis presupposes that we have commensurated the standards. Difficulties searching a complex landscape are, of course, as I have pointed out and will reiterate, made more difficult when the landscape itself is constructed 'as we go', as, of course, it almost always is. The difficulties we are examining here, however, do not depend on this point. Even a fully constructed evaluative landscape will be difficult to search for the best option when that landscape is rugged.
  • 59
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    • Frenken's fifth point is striking and will bear further consideration. It seems, on the face of it, to suggest that there may, in fact, be little point in wasting resources searching a very rugged fitness landscape, since there will be little reward, in the form of improved outcomes, to be gained. See note 40 below.
    • Frenken's fifth point is striking and will bear further consideration. It seems, on the face of it, to suggest that there may, in fact, be little point in wasting resources searching a very rugged fitness landscape, since there will be little reward, in the form of improved outcomes, to be gained. See note 40 below.
  • 60
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    • I will comment later (note 44 below) on a possibility that the attentive reader may have already noticed, namely, that the permutations of technical changes may not exhaust those of the underlying standards against which overall service value is understood
    • I will comment later (note 44 below) on a possibility that the attentive reader may have already noticed, namely, that the permutations of technical changes may not exhaust those of the underlying standards against which overall service value is understood.
  • 61
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    • All the difficulties of searching a pre-existing NK evaluative landscape are only compounded, of course, when we have to construct it as we go - develop variants on existing options and commensurate standards of evaluation which have not already been 'priced out' with respect to one another.
    • All the difficulties of searching a pre-existing NK evaluative landscape are only compounded, of course, when we have to construct it as we go - develop variants on existing options and commensurate standards of evaluation which have not already been 'priced out' with respect to one another.
  • 63
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    • It is worth remarking, of course, that the key features of a rugged evaluative landscape (many mediocre local optima) might ground a case for Simonian 'satisficing'. Why bother to expend resources in searching a space where a local peak is not likely to differ very much from any other local peak. Find a peak and stay there might be rather good advice. For an interesting discussion, see ibid., pp. 25 ff.
    • It is worth remarking, of course, that the key features of a rugged evaluative landscape (many mediocre local optima) might ground a case for Simonian 'satisficing'. Why bother to expend resources in searching a space where a local peak is not likely to differ very much from any other local peak. Find a peak and stay there might be rather good advice. For an interesting discussion, see ibid., pp. 25 ff.
  • 65
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    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem. Solving', p. 309 (emphasis added).
    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem. Solving', p. 309 (emphasis added).
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    • In this case it is crucial, though I have not seen it commented on, that the very notion of a global optimum makes sense only in relation to the system as a whole and only as an option, which is composite. I will return to this point
    • Frenken, Innovation, Evolution and Complexity Theory, p. 21. In this case it is crucial, though I have not seen it commented on, that the very notion of a global optimum makes sense only in relation to the system as a whole and only as an option, which is composite. I will return to this point.
    • Innovation, Evolution and Complexity Theory , pp. 21
    • Frenken1
  • 67
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    • Ibid. Even relative to the qualifications I will review later, this approach encounters a potential difficulty which has not, to my knowledge, been discussed in the literature. The difficulty arises because or to the extent that the technically achievable subdivision of the object of enquiry does not map properly onto the decomposition of the evaluative space. The suggestion is that it cannot be guaranteed that the ways in which it is possible to decompose the object of enquiry will line up in the right sort of way with the ways in which it is possible to partition the values interdependencies, I am not sure how this relates to what, according to Frenken, Innovation, Evolution and Complexity Theory, p. 34, Saviotti calls the 'imaging pattern between technical and service characteristics
    • Ibid. Even relative to the qualifications I will review later, this approach encounters a potential difficulty which has not, to my knowledge, been discussed in the literature. The difficulty arises because or to the extent that the technically achievable subdivision of the object of enquiry does not map properly onto the decomposition of the evaluative space. The suggestion is that it cannot be guaranteed that the ways in which it is possible to decompose the object of enquiry will line up in the right sort of way with the ways in which it is possible to partition the values interdependencies. (I am not sure how this relates to what, according to Frenken, Innovation, Evolution and Complexity Theory, p. 34, Saviotti calls the 'imaging pattern between technical and service characteristics'.)
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    • See note 37 above
    • See note 37 above.
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    • Baldwin and Clark, Design Rules, 1.
    • Baldwin and Clark, Design Rules, Volume 1.
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    • Ibid., p. 50.
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    • Ibid.
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    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem. Solving', p. 309.
    • Marengo and Dosi, 'Division of Labor, Organizational Coordination and Market Mechanisms in Collective Problem. Solving', p. 309.
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    • Ibid., p. 310.
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    • Readers familiar with social choice theory will hear the resonance of this description with the cycling that can arise in situations in which multiple points of view need to be reconciled with one another to identify a socially best choice. Compare Dennis C. Mueller, Public Choice II Cambridge: Cambridge University Press, 1989
    • Readers familiar with social choice theory will hear the resonance of this description with the cycling that can arise in situations in which multiple points of view need to be reconciled with one another to identify a socially best choice. Compare Dennis C. Mueller, Public Choice II (Cambridge: Cambridge University Press, 1989).
  • 76
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    • Baldwin and Clark, Design Rules, 1, p. 50.
    • Baldwin and Clark, Design Rules, Volume 1, p. 50.
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    • See, particular, Baldwin and
    • See, in particular, Baldwin and Clark, Design Rules, Volume 1;
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    • Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems'; Garud et al., Managing in the Modular Age;
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    • Modularity and Innovation in Complex Systems', p. 161 and Baldwin and Clark
    • Compare Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems', p. 161 and Baldwin and Clark, Design Rules, Volume 1, p. 14.
    • Design Rules , vol.1 , pp. 14
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    • It is not a trivial matter to partition a system into subsystems. I consider this issue later. It is also appropriate to recall my earlier discussion of the potential mismatch between feasible partitions of the technical characteristics of the object of enquiry and partitions of the service characteristics by which that object is to be judged. See notes 37 and 44 above. Especially when the evaluative space is constructed as we go, enquirers are not working directly with service, but rather, with technical characteristics. Any sensible partitioning of the task is probably therefore going to be made on a technical basis.
    • It is not a trivial matter to partition a system into subsystems. I consider this issue later. It is also appropriate to recall my earlier discussion of the potential mismatch between feasible partitions of the technical characteristics of the object of enquiry and partitions of the service characteristics by which that object is to be judged. See notes 37 and 44 above. Especially when the evaluative space is constructed as we go, enquirers are not working directly with service, but rather, with technical characteristics. Any sensible partitioning of the task is probably therefore going to be made on a technical basis.
  • 85
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    • I have adopted a way of describing these decisions and the design rules to which they lead, despite the way in which they are commonly portrayed, as decisions which enforce partitions on technical characteristics, rather than service characteristics. This only adds to my anxieties about the potential for a mismatch. There is no reason to believe, a priori, that technically feasible subdivisions will track evaluatively modular partitions
    • I have adopted a way of describing these decisions and the design rules to which they lead, despite the way in which they are commonly portrayed, as decisions which enforce partitions on technical characteristics, rather than service characteristics. This only adds to my anxieties about the potential for a mismatch. There is no reason to believe, a priori, that technically feasible subdivisions will track evaluatively modular partitions.
  • 86
  • 87
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    • Baldwin and Clark, Design Rules, Volume 1, pp. 68-9.
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    • Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems', p. 162 (emphasis added).
    • Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems', p. 162 (emphasis added).
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    • Baldwin and Clark, Design Rules, 1, p. 70.
    • Baldwin and Clark, Design Rules, Volume 1, p. 70.
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    • Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems', p. 169-70.
    • Ethiraj and Levinthal, 'Modularity and Innovation in Complex Systems', p. 169-70.
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    • I described what was, in effect, a federalist model for enquiry of a similar kind, In
    • (In D'Agostino, Incommensurability and Commensuration, pp. 137-8, I described what was, in effect, a federalist model for enquiry of a similar kind.)
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    • I do not here insist on another kind of diversity, for example the kind Kuhn wrote of in which, because of differences in weighting contributory evaluative standards, different teams might have a different sense of what was needed, to be 'best overall'. Perhaps, as I suggested earlier, there is unanimity among the teams only when an option is 'dominant' in the sense that I recommended earlier and elsewhere.
    • I do not here insist on another kind of diversity, for example the kind Kuhn wrote of in which, because of differences in weighting contributory evaluative standards, different teams might have a different sense of what was needed, to be 'best overall'. Perhaps, as I suggested earlier, there is unanimity among the teams only when an option is 'dominant' in the sense that I recommended earlier and elsewhere.
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