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Data and PresentationA sensitive approach to the study of science, as I pointed out earlier, forces us to dismiss the methodological intermediaries generally used for collecting data. We must renounce the services of interviewers, questionnaires and statistical offices, and expose ourselves, through direct observation and participation, to the savage meaning of the scientists' laboratory action. However, this is more easily said than done. Having despaired of the task for the 24 The Manufacture of Knowledge moment, Apostel et a /.85 have pointed out that scientists are socially less accessible to being investigated than prison inmates, factory workers, "primitive" cultures, or even students, none of whom really has the resources for a defence against the social scientist's demands. And those demands are nothing less than unreasonable. Unlike the student who may earn college credit, or the factory worker who may be paid for his time, or the prisoner who has nothing but time, or the native who takes the time to enjoy a diversion, scientists feel they have "no time" to lose. While this may be universally true, the problem is particularly acute in the United States where career advancement normally depends upon the number of publications and citations. The social scientist, on the other hand, is an intruder in the laboratory, especially when armed with what I call a sensitive methodology (which is not to be confused with the "unobtrusive" measurement once proposed by Webb et al., 1966). To refrain from asking questions is against the social scientist's interests, as is refusing to listen to telephone calls or personal conversations, or to check out test-results, or spy at group meetings, or follow the scientists from one scene of action to another. Consequently, the social scientist will often prove to be a source of embarrassment to the subjects of his or her investigation, startling them by entering the room while they brood over a paper or by looking over their shoulders as they take a measurement. An unexpected question may cause them to mix up their recordings; unsolicited help may end up confusing their samples. They may be forced to apologise to their unattended colleagues for being "shadowed". In short, the social scientist may be accused, as I have been, of becoming a constant "pain in the neck". The presence of a talkative and ignorant social scientist in small offices and cramped laboratories is somewhat different from that of an anthropologist living in a separate tent in the open "field" of a native gathering place. The anthropologist will train and eventually pay an informant, or associate with different groups and turn for help to whomever is most willing, or even disappear when it seems appropriate, leaving the little obscurities for some later date. But the social scientist in the laboratory needs to keep track of the activities of one particular group. There is no shopping around for insights wherever they are cheapest, because the process of events is an interest in itself. To withdraw for substantial periods of time would mean forfeiting any records of what happened, beyond an occasional recollection offered by the scientist. The choice of the laboratory used in the present study was dictated by the opportunity to be accepted as an intruder (no matter how talkative or ignorant); and the choice of a group to trouble with my constant presence was determined by the willingness of one scientist in particular to serve as my informant throughout the period of observation. The observations were conducted from October 1976 through October 1977 at a government-financed research centre in Berkeley, California. In January 1977, the centre employed approximately 330 scientists and engineers (including technical and service staff), and an additional 86 students, visiting scientists, temporary employees and other collaborators. The work of the centre was devoted to basic and applied research in chemical, physical, microbiological, lexicological, engineering and economic areas, conducted under the auspices of seventeen separate research units (the number of which has since been reduced). Two of these units were devoted to chemistry, while others dealt in plant biochemistry, plant phytochemistry, toxicology, microbiology, chemical analysis, instrumental analysis, fibre science and food technology. Two units worked The Scientist as a Practical Reasoner 25 in the field of food engineering, with the other six being orientated more toward general problems than specific disciplines. Several service groups (such as photographers and illustrators) were at the scientists' disposal, as were the other, reportedly excellent, technical facilities. An internal study of staff productivity (as measured in terms of citation rates and total citations per staff member) was on a par with the average rate of productivity at several large universities. A well equipped research centre engaged in normal science done by a typical aggregation of scientists of whom some were highly recognised and many were not—that was the impression. My observations focused on plant protein research, an area which turned out to include aspects of protein generation and recovery, purification, particle structure, texture, assessment of biological value, and applications in the area of human nutrition. Note that my observations were not focused on a specific group of individuals: although the scientists and technicians I watched belonged to the same research unit, the working "group" constantly varied in size and administrative composition. At times it reached out toward the facilities, services and cooperation of other research units, while at others it withdrew into itself, sometimes to a point where no more than one scientist, half a technician, and a rarely seen "senior member" actually did the work. During my stay, the work was conducted in at least four different laboratories of the centre (not counting service laboratories involved in routine chemical analyses). Virtually every scientist at the centre had a small lab connected with the office, as well as access to several large facilities shared by members of a unit. Various lines of research were generally conducted simultaneously, and each scientist seemed to be engaged in a host of different projects. Keeping track of these various enterprises was as much a problem for the scientists as it was for me, and there was a lot of rushing back and forth between different facilities to keep an eye on instruments or technicians, and to remedy all sorts of experimental breakdowns. In addition to observation, I collected the laboratory protocols, drafts of papers, and published results of the relevant research. I also conducted formal interviews with scientists from five other research units, covering a variety of scientific fields, on questions which arose from the observations. Only a small fraction of the material can be analysed here. The examples presented are derived from notes I took during and after the observations, from tape-recorded conversations and interviews, and from the written materials collected. Where appropriate, this information has been verified with the respective scientists (which often led to efforts as renegotiating what was "really" meant or what should or should not be included in a publication like this). I have tried to stick, wherever possible, to a verbatim rendering of the scientists' laboratory reasoning. But it would be absurd to claim that a participant-observer's notes can provide a literal account of what happened. Where tape-recording is impractical or impossible (and a year's observation cannot be put on tape), the observer's notes are little more than hurried, incomplete sketches in which many words spoken in the laboratory are omitted and occasionally, some have been confused. Since it is often more useful to listen than scribble frantically in one's book, the observer's notes are best described as on-the-spot reconstructions of what happened, based on the words, interpretations and corrections that emerged from the immediate situation. As I implied earlier, this procedure does not go very far toward the methodological relativism advocated for a sensitive ethnography of knowledge, even when it is 26 The Manufacture of Knowledge bolstered by abundant mechanical recording. Remember also that the most disturbing problem in any sensitive approach is not so much that of listening better or understanding more, but being able to let the situation speak. In other words, it is a problem of conserving meaning, and being able to reduce and present data in a way which remains faithful to the field of observation. Tape-recordings solve only the preliminary (yet nonetheless crucial) problem of conserving the source. To avoid the need for excessive reconstruction, I have resisted the temptation to work part of the material into a case history of the research (although my notes do follow some lines of enquiry from the scientist's concept of a beginning to the temporary end in publication). Instead, I have selected and summarised examples from the laboratory to remind us of their source, which, as emphasised before, is the scientists' practical reasoning. Since we have taken this practical reasoning to be indicative of the decision-making process through which knowledge is constructed, various aspects of this reasoning can be used to illustrate different points about the "how" of scientific production. I will first provide examples of the situationally contingent, circumstantial character of knowledge construction—an argument which displays the selections of the laboratory as contextual and the practice of science as local. Chapter 3 digresses into the analogical reasoning of the laboratory, which is linked less to innovation than to the orientation of the process of contextual selection. In Chapter 4, I argue that the contextual selections of the laboratory are also situated in a field of social relationships into which the scientists insert themselves. The chapter results in a critique of the established concept of scientific community as the unit of cognitive and social organisation in science, and of the quasi-economic models aligned with this conception. It proposes instead the idea of variable transscientific fields, and illustrates the relationships which traverse and sustain these fields as constituted by resource-relationships. In Chapter 5, we observe the transformation of the constructive operations of research as we move from the laboratory to the scientific paper—the single most acclaimed product of research. In other words, we will compare the savage reasoning of the laboratory with the tame (and yet interest-ridden) rhetoric through which the scientists turn their private laboratory constructions into public products. Based on what was said before, Chapter 6 will argue that we might have to reconsider a dichotomy which has become increasingly dear to us in recent years: the distinction between the two sciences, between the symbolic, decision-laden world of the humanities and social sciences, and the world of technology and nature. Throughout the rest of the book, I shall talk about "science" and "technology" without any further qualification in the spirit of grounded theorising which proves so seductive to close observational studies. The well-disposed reader may want to remember that these observations have been conducted with a handful of scientists in one problem area at one research laboratory (the ill-disposed readers will recall this on their own). From time to time, I will attempt to exorcise "wrong" social studies of science, hoping to put the "right" ones in their place. I trust in the reader's indulgence in reflecting that it is often the exorcised with which we are most familiar, and from which we have learned most. The Scientist as a Practical Reasoner 27 Notes
1. cf. Sohn-Rethel (1972). For a short presentation of his theory in English, see Sohn-Rethel (1973, 1975). 2. For an example of this position, see Sellars (1963). Critical discussions from differing perspectives 3. This is not a naive statement of the empirical realist's position, although it may sound like one. The naive 4. cf. Habermas (1971): 69. 5. See also the definitions of the anti-realist position advanced by Lakatos in his criticism of Toulmin 6. For an exposition of Feyerabend's position, see his essays "Explanation, Reduction and Empiricism" 7. In this connection, Gouldner speaks of the "decontextualisation" upon which idealism thrives, and 8. In its extreme forms, scepticism implies a type of idealism. Suppe claims that none of the analysis of 9. cf. Putnam (1971: 22).
10. See "The Logic of 1873" for a formulation of Peirce's programme. Peirce (1931-35, Volume 2, 11. For example, see the symposium edited by Suppe (1974) on the question of the meaning variance of 12. cf. the behavioural therapy proposed and illustrated by Watzlawick, Weakland and Fisch (1974). 13. The example is taken from van Fraasen (1977, Ch. 2: 45). 14. cf. Bhaskar (1978), particularly Ch. 2: 118 ff. for an exposition of this critique. By way of example, 15. Bhaskar's argument is based on the transcendental question of what the world must be like for science to 16. Bhaskar (1978: 54). Bhaskar calls those things which exist independent of men, but of which we can have
17. Preliminary statements in regard to the interpretation of science as constructive rather than descriptive 18. This has been pointed out to me by Bruno Latour. 28 The Manufacture of Knowledge 19. For example, in his critique of Carnap's failure to translate physicalistic discource into terms of sense ex While Quine has consistently defended the rights of an "empirical epistemology", he never actually became the anthropological observer he envisioned in a mental experiment in his Word and Object (1960). Other philosophers of science like Toulmin (e.g. 1972) and Feyerabend (e.g. 1975), similarly disenchanted with what can be achieved by pure epistemology, were actually moved to study science historically and sociologically. Examples of more recent calls for an empirical epistemology—understood as an empirical investigation of the questions which traditionally occupy the philosophy of science—are Campbell (1977) and Apostel et al. (1979). Compare Böhme, van den Daele and Krohn (1977). Not surprisingly, there has been an increasing emphasis on close, observational studies—an "anthropology of knowledge"—rather than on empirical, macroscopic studies of science. 20. Most familiar, of course, from discussions of the epistemological and methodological state of the social 21. In 1907, the eminent physicist Joseph John Thomson said, "From the point of view of the physicist, a 22. This is a paraphrase of Habermas (1971: 315), whose meaning differs somewhat from what is intended 23. See Callon (1975) and Callon, Courtial and Turner (1979) for a series of examples and for the sort of 24. For a comprehensive exposition of Luhmann's systems theory approach, see his Soziologische 25. This explains the occurrence of simultaneous "discoveries" by scientists who in fact did not steal from 26. cf. K. Popper (1963:216ff.) 27. See also D. Phillips (1974: 82 ff.). Phillips has pointed out that, as a consequence, we have to assume, in 28. This scientist, a department head at a top university, implied that the reviewers even knew whose pro 29. Other areas relevant here are journals and publishers, or contexts in which decisions about the publica 30. It is tempting to quote Wittgenstein here: "So sagst Du also, dass die Übereinstimmung der Menschen 31. I am referring here to Feyerabend's contention that the interpretations which scientists choose are The Scientist as a Practical Reasoner 29 32. Note that Toulmin's model of scientific evolution (the closest adaptation of the biological model) goes to 33. For a summary presentation of the whole discussion, see Lakatos and Musgrave (1970). 34. In stochastic processes on the molecular level, in which the smaller the number of interacting molecules, 35. The second principle of thermodynamics postulates that natural systems show an evolution toward in 36. This reinterpretation is crucial because it suggests that the point is not, as Von Foerster's terminology 37. In natural language, "order" and "organisation" are often used indiscriminately, and this often occurs 38. As a simple example, consider the leak in the communicative network of the Nixon administration with
39. Of course, science produces new problems at the same time, which is part of the process of reconstruc 40. The quantity of information within a system is taken to be a measure of the improbability that the com 41. According lo Ashby, il is logically impossible lhai a self-organising syslem be closed, i.e. a syslem which 42. See Toulmin (1967) for a short presentation of his model and of the non-metaphoric reading intended 30 The Manufacture of Knowledge 43. Toulmin seems to suggest that this is normally and ideally the case, although he points out that historical 44. This makes sense, since it does not presuppose that the observer holds some criterion as to what counts as 45. Since change and particularisation are built into scientific products, we can also say that scientific work 46. In particular, see his essay on the origin of geometry (1962). 47. For a short presentation, see the chapter on "Logic as Semiotic" in the Dover edition of Peirce's selected 48. In Of Orammatology (1976: 27). 49. See particularly p. 45 ff., where Latour and Woolgar introduce the notion of "literary inscription" for 50. There has been a particular focus on studies of citation, examples of which are too numerous to be listed 51. Böhme has concluded that a concept of the scientific community within a theory of scientific action 52. For an exposition of Luhmann's notion of differentiation in English, see his article on the "Differentia 53. Another possibility would be to search for system borders somewhere within the process of research pro 54. For a summary of this and other criticisms of systems theory as applied to social systems, see Habermas 55. Cited in Johnston (1976: 195). Johnston summarises some of the uses of the internal/external distinction 56. For example, see Kuhn's criticism of Lakatos' use of the distinction (1971: 139 f.). To Lakatos, the inter 57. The fact that in the end only individuals can institute intentional action has led to an argument for a 58. See, for example, Galtung's critique of some kinds of survey research (1967:148 ff.). Cicourel (1964) has 59. Such close inspections have primarily occurred within various microsociological perspectives, such as 60. Whitley's whole argument with respect to "black-boxism" and the sociology of science is found in his The Scientist as a Practical Reasoner 31 61. Ethnoscientists distinguish between an "emic" (from phonemic) structural approach, and an "etic" 62. See Schoepfle, Topper and Fisher (1974: 382). 63. The best example of the use of such terms may be Garfinkel himself (1967). 64. Consequently, it is not enough to require that the student of social science be familiar with the speciality 65. The term is drawn from Werner (1969), who, like many others, believes that it is the unfortunate, but 66. By which I mean the ugly consequences to which ethnomethodologists' efforts to preserve subject- 67. For this formulation, see Agassi (1973: 185 f.). See also the collection of essays edited by John O'Neill 68. One of the chief critics of methodological individualism in recent years has been Steven Lukes. See his 69. The point here is a methodological orientation relative to methodological individualism and wholism,
70. For a brief summary of how ethnomethodology has reinterpreted some traditional problems of sociology 71. For a number of relevant analyses, see Cicourel (1973). The reason we often learn something about the 72. See the comprehensive discussion of the thesis of symmetry in Stegmüller (1969, Vol. 1, Part 2: 153 ff.). 73. See Luhmann (1977b: 16, 28), who argues that the binary schematisation between true and false may be 74. See Lofland (1976: 2) on the whole matter mentioned here. 75. Although the case study approach is widely favoured at present (not only in social studies of science, but 76. The essay can be found in Garfinkel (1967: 272 ff.). See also Schutz (1943) on the "Problem of 32 The Manufacture of Knowledge 77. Merton has been attacked on this subject so often that we need not repeat the criticism here. Those un 78. For selected examples of such arguments, see Whitley (1972), Nowotny's call for a cognitive approach to 79. There have been several recent attempts to move beyond science and explore the relationship between 80. For a representative collection of such studies, see Lamaine, MacLeod, Mulkay and Weingart (1976). 81. Published studies based upon direct anthropological observation of scientists are still scarce. The 82. Note that Bourdieu is not talking about the motives for a scientist's conscious objectives, although the 83. In delineating a strong programme for the sociology of science, Bloor has criticised the asymmetric treat 84. For a similar argument with regard to "the supposed norms of science", see Mulkay (1976).
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