Sociology of Science
06 Dec 2023 09:11
Raymond Aron says somewhere that "science is inseparable from the republic of scholars." This is substantially true, though I can imagine odd exceptions. (R. Crusoe, FRS, could have done astronomy or botany or algebra before meeting Friday, though I don't think he could have invented them.) In any event, science is an activity which groups do vastly better, and easier, than isolated individuals. In saying this, I trust I shan't have to defend myself against suspicion of social-constructionist heresy. The practical recognition of this truth goes back to the founders of the first academies during the scientific revolution, and it was explicitly recognized in the Enlightenment, for instance in d'Alembert's "Preliminary Discourse" to the Encyclopedie. An investigation into science which doesn't recognize, and account for, its social nature is on all fours with one which doesn't recognize, and account for, the fact that it produces reliable knowledge, which is to say much like an investigation of agriculture which doesn't realize it produces food. These should be "every schoolchild knows" truths, though sadly they're anything but.
Every schoolchild also knows that differences in social organization don't completely explain why statistical mechanics is fruitful, but UFOlogy is not — that matter really is made out of molecules, and people really aren't abducted by aliens, has, to say the least, something to do with it. But the sciences started from beliefs about as wacko as anything today's kooks can produce — say, alchemy — but haven't stayed there, whereas the kooks have, and this deserves explanation. More: a proper understanding of this could help improve scientific method, something eagerly to be desired.
Of course there are already lots of people engaged in this undertaking; sociology of science is, in general, more sensible than most scientists suppose. (Also more sensible than most of the rest of sociology, but that's another story for another time.) Even the noise in the management literature recently about "learning organizations" and the like is not unrelated, and might even be promising. (On the one hand, lots of problems get cracked once people see that lots of money could be made from the solution. On the other hand, we are talking about the management witch-doctors.) There are, however, two potentially fruitful lines of research which nobody, so far as I know, has bothered to undertake. One is straightforward comparative sociology, contrasting genuine intellectual disciplines (including, besides the natural sciences, things like history or philology) with the half-disciplines, the pseudosciences, and the simple crackpots. The other is to take some of the descriptions of how scientists act and interact with each other from the existing sociological literature, throw them on the computer, and see if they produce something which looks like the science we know; also if they produce the results their authors claim they do. (My suspicion is that most of them will not.)
See also: Citations and Citation Networks; Collective Cognition; Evolutionary Epistemology; History of Science; Psychoceramics; The Role of Experts and Science in Democracy; Science; Scientific Method; Scientific Thinking
- Recommended, big picture:
- Ronald N. Giere, Explaining Science: A Cognitive Approach
- Philip Kitcher
- The Advancement of Science: Science without Legend, Objectivity without Illusions [Formal, and at least semi-plausible if abstract, modeling of just how messy, "sullied" social groups, e.g. real scientific disciplines, can achieve genuine cognitive progress — can even be more progressive than less sullied ones. Not so well-written as Toulmin, but probably closer to his ideas than either of them would like to admit.]
- "Reviving the Sociology of Science", Philosophy of Science 67 (2000): S33--S44 [JSTOR]
- Larry Laudan, Progress and Its Problems
- Robert K. Merton, Sociology of Science
- Michael Polanyi, "The Republic of Science: Its Political and Economic Theory", Minerva 1 (1962): 54--74 [online]
- Stephen Toulmin, Human Understanding, vol. 1: The Collective Use and Evolution of Concepts [I think he's wrong about some of the strictly philosophical implications of his approach, and about formalization, but this is the best all-around consideration of how science — and other proper intellectual disciplines, for that matter — functions as a collective, social enterprise that I've ever seen; and this was published in 1972. Volume 2, incidentally, was supposed to address individual judgment, but I don't think it was ever written]
- John Ziman, Real Science: What It Is, and What It Means [An extremely sound synthesis by a good theoretical physicist turned eminent science-studier]
- Recommended, close-ups:
- Robert Adler, John Ewing, Peter Taylor, "Citation Statistics", Statistical Science 24 (2009): 1--14, arxiv:0910.3529 [With commentary and replies. These are techniques and measures which came out of sociology of science, and have become important tools of policy. "There is a belief that citation statistics are inherently more accurate because they substitute simple numbers for complex judgments, and hence overcome the possible subjectivity of peer review. But this belief is unfounded."]
- Harry Collins, Are We All Scientific Experts Now?
- Harry Collins and Robert Evans, Why Democracies Need Science
- Arthur Donovan, Larry Laudan and Rachel Laudan (eds.), Scrutinizing Science: Empirical Studies of Scientific Change
- G. E. R. Lloyd, Disciplines in the Making: Cross-Cultural Perspectives on Elites, Learning, and Innovation
- Nienke Oomes, "Market Failures in the Economy of Science" [Chapter in Nienke's dissertation, hopefully appearing soon as a paper]
- Derek J. de Solla Price, Little Science, Big Science
- Cailin O'Connor and James Owen Weatherall, The Misinformation Age: How False Beliefs Spread [Most of this book is actually a review of simple but informative models of how the social organization of scientific communities helps, or hinders, their pursuit of truth]
- Mark Risjord, "Scientific Change as Political Action: Franz Boas and the Anthropology of Race", Philosophy of the Social Sciences 37 (2007): 24--45 [This is an interesting case-study of how some intellectual work can be at once properly scientific and carry ethical and political implications. However, I think that Risjord is actually not very astute about the philosophy here. (I realize it takes some gall for me to say this.) On the one hand, what made Boas's work compelling was that it appealed to purely epistemic considerations, and did so validly. The motives which may or may not have impelled Boas to undertake this work were simply irrelevant. For that matter, it does not compel anyone to take up any position on the ethical worth of human beings. Someone who had, as a fundamental part of their system of values, a belief that the races have an intrinsic order of merit could, with perfect consistency, accept all of Boas's arguments. I think any such person would be crazy, but sputtering incredulity is not a logical argument.]
- Camille Roth and Paul Bourgine [Commented on
elsewhere]
- "Binding Social and Cultural Networks: A Model", nlin.AO/0309035
- "Epistemic communities: description and hierarchic categorization", nlin.AO/0409013
- Susan Trawek, Beam-times and Life-Times [Ethnographic study of the "natives" at high-energy accelerator labs. Remarkably for any ethnography, the natives don't, by and large, think the depiction demeaning or bone-headed.]
- Monika Wulz, "Collective Cognitive Processes around 1930. Edgar Zilsel's Epistemology of Mass Phenomena", phil-sci/4740
- Recommended, if somewhat tangential:
- Gross and Levitt, Higher Superstition [What to avoid]
- Richard F. Hamilton, The Social Misconstruction of Reality: Validity and Verification in the Scholarly Community [How scholars in the humanities and social sciences manage to repeat and elaborate on sheer myths for generations; more of a social-psychology approach than a strictly sociological one.]
- Noretta Koertege (ed.), A House Built on Sand: Flaws in the Cultural Studies Account of Science [See especially Kitcher's apologia for well-done sociological studies of science]
- Cass R. Sunstein, "Academic Fads and Fashions (with Special Reference to Law)" [More social psychology of scholarship. Online]
- To read:
- Pierre Azoulay, Joshua S. Graff Zivin and Jialan Wang, "Superstar Extinction", Quarterly Journal of Economics 125 (2010): 549--589
- Melinda Baldwin, "Scientific Autonomy, Public Accountability, and the Rise of ``Peer Review'' in the Cold War United States", Isis 109 (2018): 538--558
- Albert-Laszlo Barabasi, H. Jeong, Zoltan Neda, Erzsebet Ravasz, A. Schubert and Tamas Vicsek, "Evolution of the social network of scientific collaborations," cond-mat/0104162
- M. J. Barber, A. Krueger, T. Krueger, T. Roediger-Schluga, "The Network of European Research and Development Projects", physics/0509119
- Elazar Barkan, The Retreat of Scientific Racism: Changing Concepts of Race in Britain and the United States between the World Wars
- Stephen R. Barley and Julian Orr (eds.), Between Craft and Science: Technical Work in the United States
- Mario Biagioli and Peter Galison (eds.), Scientific Authorship: Credit and Intellectual Property in Science
- Geoffrey C. Bowker, Memory Practices in the Sciences
- James Robert Brown, Who Rules in Science: An Opinionated Guide to the Wars
- Karin Knorr Cetina, Epistemic Cultures: How the Sciences Make Knowledge
- Harry Collins, Andrew Bartlett and Luis Reyes-Galindo, "Demarcating Fringe Science for Policy", Perspectives on Science 25 (2017): 411--438
- Nancy J. Cooke and Margaret L. Hilton (eds.), Enhancing the Effectiveness of Team Science
- Carlos Cotta and Juan J. Merelo, "The Complex Network of Evolutionary Computation Authors: an Initial Study", physics/0507196
- Diana Crane, Invisible Colleges: Diffusion of Knowledge in Scientific Communities
- Phaedra Daipha, Masters of Uncertainty: Weather Forecasters and the Quest for Ground Truth
- H.-D. Daniel, Guardians of Science: Fairness and Reliability of Peer Review
- Bruce Edmonds, "Artificial science --- a simulation test-bed for studying the social processes of science", cogprints/4263
- Henry Etzkowitz, Carol Kemelgor and Brian Uzzi, Athena Bound: The Advancement of Women in Science and Technology
- James A. Evans, "Electronic Publication and the Narrowing of Science and Scholarship", Science 321 (2008): 395--399
- Ying Fan, Menghui Li, Jiawei Chen, Liang Gao, Zengru Di and Jinshan Wu, "Network of Econophysicists: a weighted network to investigate the development of Econophysics", cond-mat/0401054
- Trevor Fenner, Mark Levene and George Loizou, "A Model for Collaboration Networks Giving Rise to a Power Law Distribution with an Exponential Cutoff", physics/0503184
- Marion Fourcade, Economists and Societies: Discipline and Profession in the United States, Britain, and France, 1890s to 1990s [Let us leave to one side the question of whether economics really qualifies as a science...]
- Daniel Frey and Dunja Seselja, "Robustness and Idealizations in Agent-Based Models of Scientific Interaction", The British Journal for the Philosophy of Science 71 (2020): 1411--1437
- Scott Frickel and Neil Gross, "A General Theory of Scientific/Intellectual Movements", American Sociological Review 70 (2005): 204--232
- Sean M. Gerrish and David M. Blei, "A Language-based Approach to Measuring Scholarly Impact", ICML 2010 [PDF]
- N. Gilbert, A Simulation of the Structure of Academic Science
- C. Lee Giles and Isaac G. Councill, "Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing", Proceedings of the National Academy of Sciences (USA) 101 (2004): 17599--17604
- T. L. Goedeke and S. Rikoon, "Otters as Actors: Scientific Controversy, Dynamism of Networks, and the Implications of Power in Ecological Restoration", Social Studies of Science 38 (2008): 111--132
- Michel L. Goldstein, Steven A. Morris and Gary G. Yen, "Group-based Yule model for bipartite author-paper networks", Physical Review E 71 (2005): 026108
- Neha Gondal, "The local and global structure of knowledge production in an emergent research field: An exponential random graph analysis", Social Networks forthcoming (2011)
- Kara Kedrick, Ekaterina Levitskaya, Russell J. Funk, "Conceptual structure and the growth of scientific knowledge", arxiv:2204.09747
- Deokjae Lee, K.-I. Goh, B. Kahng, D. Kim, "Complete trails of co-authorship network evolution", arxiv:1007.1914
- Timothy Lenoir, Instituting Science: The Cultural Production of Scientific Disciplines
- Menghui Li, Jinshan Wu, Dahui Wang, Tao Zhou, Zengru Di and Ying Fan, "Evolving Model of Weighted Networks Inspired by Scientific Collaboration Networks", cond-mat/0501655 [Only "qualtitively consistent behavior with the empirical results" is claimed; I should read it to see if that's because they haven't checked quantatitively, or if it fails when it comes to actual numbers.]
- P. D. Magnus, "Distributed Cognition and the Task of Science", Social Studies of Science 37 (2007): 297-310
- Richard McElreath, Paul E. Smaldino, "Replication, Communication, and the Population Dynamics of Scientific Discovery", PLoS ONE 10 (2015): e0136088, arxiv:1503.02780
- Cailin O'Connor, Modelling Scientific Communities
- Matti Peltomaki and Mikko Alava, "Correlations in Bipartite Collaboration Networks", physics/0508027
- Anne E. Preston, Leaving Science: Occupational Exit from Scientific Careers
- José J. Ramasco, S. N. Dorogovtsev and Romualdo Pastor-Satorras, "Self-organization of collaboration networks", Physical Review E 70 (036106) [It's not clear to me from the abstract just what they mean by "self-organization", but of course it piques my interest]
- Jose J. Ramasco and Steven A. Morris, "Social inertia in collaboration networks", physics/0509247
- Meritxell Ramírez-i-Ollé, "'Civil skepticism' and the social construction of knowledge: A case in dendroclimatology", Social Studies of Science 48 (2018): 821--845
- Grant Ramsey and Andreas De Block (eds.), The Dynamics of Science: Computational Frontiers in History and Philosophy of Science [In JSTOR but not in our library's subscription?!?]
- Jerome R. Ravetz, Scientific Knowledge and Its Social Problems
- Camille Roth
- "Measuring Generalized Preferential Attachment in Dynamic Social Networks", nlin.AO/0507021
- "Co-evolution in Epistemic Networks: Reconstructing Social Complex Systems", Structure and Dynamics: eJournal of Anthropological and Related Sciences 1 (2006): 3:2
- Nancy Rothwell, Who Wants to be a Scientist?: Choosing Science As a Career
- James D. Savage, Funding Science in America: Congress, Universities, and the Politics of the Academic Pork Barrel
- Warren Schamus, "Two Concepts of Social Situatedness in Science", phil-sci/4285
- Uri Shwed and Peter S. Bearman, "The Temporal Structure of Scientific Consensus Formation", American Sociological Review 75 (2010): 817--840
- Miriam Solomon, Social Empiricism
- Kent W. Staley, Evidence for the Top Quark: Objectivity and Bias in Collaborative Experimentation
- Mikaela Sundberg, "The dynamics of coordinated comparisons: How simulationists in astrophysics, oceanography and meteorology create standards for results", Social Studies of Science 41 (2011): 107--125
- Carol Tenopir and Donald W. King, Communication Patterns of Engineers
- Gordon Tullock, The Organization of Inquiry
- Walter G. Vincentin, What Engineers Know and How They Know It: Analytical Studies from Aeronautical History.
- Matthew L. Wallace, Yves Gingras, Russell Duhon, "A new approach for detecting scientific specialties from raw cocitation networks", arxiv:0807.4903
- Etienne Wenger, Communities of Practice [Related but not identical subject]
- K. Brad Wray, "The Epistemic Significance of Collaborative Research", Philosophy of Science 69 (2002): 150--168
- Jingyi Wu and Cailin O'Connor, "How Should We Promote Transient Diversity in Science?" [PDF preprint via Prof. O'Connor]
- Yu Xie and Alexandra A. Killewald, Is American Science in Decline?
- John H. Zammito, A Nice Derangement of Epistemes: Post-Positivism in the Study of Science from Quine to Latour
- Jesús P. Zamora Bonilla, "Scientific Inference and the Pursuit of Fame: A Contractarian Approach", Philosophy of Science 69 (2002): 300--323
- John Ziman
- An Introduction to Science Studies: The Philosophical and Social Aspects of Science and Technology
- Of One Mind: The Collectivization of Science
- Prometheus Bound: Science in a Dynamic Steady State
- Public Knowledge: An Essay Concerning the Social Dimension of Science
- Reliable Knowledge: An Exploration of the Grounds for Belief in Science