Categories, Part III: Expert Categories and the Scholastic Fallacy

There’s a story — probably a myth — about Pythagoras killing one of the members of his math cult because this member discovered irrational numbers (Choike 1980). (He also either despised or revered beans).

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“Oh no, fava beans.” ~Pythagoras (Wikimedia Commons)

The Greeks spent a lot of time arguing about arche, or the primary “stuff.” Empedocles argued that it was the four elements. Anaximenes thought it was just air. Thales thought it was water. Pythagoras and his followers figured it was numbers (Klein 1992, page 64):

They saw the true grounds of the things in this world in their countableness, inasmuch as the condition of being a “world” is primarily determined by the presence of an “ordered arrangement” — [which] rests on the fact that the things ordered are delimited with respect to one another and so become countable.

For the Pythagoreans the clean, crisp integers were sacred because they conveyed a harmony — an orderedness — and there is an undeniable allure to this precision. (Indeed, such an allure that Pythagoras and his followers were driven to do some very strange things.)

Looking at even simple arithmetic, it does seem obvious that classical categories do in fact exists: there is a set of integers, a set of odd numbers, a set of even numbers, and so on. If we continue to follow this line of thought to pure mathematics in general, there is an almost mystical, quality of the “objects” of this discipline.

When thinking about mathematical objects like geometric forms, however, there is a fundamental difference between squares or circles or triangles as understood in our daily life (i.e. as having graded similarities to certain exemplar shapes we likely learned about in grade school) and the kind of perfectly precise shapes in theoretical geometry. That is, as far as we know, a perfect circle does not exist in nature (even though an electron’s spin and neutron stars are pretty damn close), nor has humankind been able to manufacture a perfect shape.

And this is the main point: precision is weird. If “crispness” is really only found in mathematics (and pure mathematics at that), then we should be skeptical of the analytical traditions’ use of discrete units as an analogy for knowledge in general.

But, sometimes, thinking with classical categories is useful.

Property Spaces

While we can be skeptical of the Chomskyan program presuming syntactical units must necessarily be classical categories, this does not mean we can never proceed as if phenomena could be divided into crisp sets.

Theorists commonly make something like “n by n” tables, typologies, or more technically, property spaces — for the classic statement see Lazarsfeld (1937) and Barton (1955), but this is elaborated in (Ragin 2000, page 76-85), Becker (Becker 2008, page 173-215), and most extensively in chapters 4, 5, and 6 of Karlsson and Bergman (2016). In this procedure, the analyst outlines a few dimensions that account for the most variation in their empirical observations. This is essentially “dimension reduction,” as we take the inherent heterogeneity (and particularity) of social experience and simplify this into the patterns that are the most explanatory (if only ideal-typical).

For example, Alejandro Portes and Julia Sensenbrenner (1993) tell us that there are four sources of social capital (each deriving conveniently from the work of Durkheim, Simmel, Weber, and Marx and Engels, respectively). These four sources are then grouped into those that come from “consummatory” (or principled) motivations and those that come from “instrumental” motivations. Thus the “motivation” is the single dimension that divides our Social Capital property space into a Set A and a Set B: either resources are exchanged because of the actor’s own self-interest, or not. More often, however, these basic property spaces based on simple categorical distinctions are the starting point for more complex (or “fitted”) property spaces.

Consider Aliza Luft’s excellent “Toward a Dynamic Theory of Action at the Micro Level of Genocide: Killing, Desistance, and Saving in 1994 Rwanda.” Luft begins with a critique of prior categorical thinking: “Research on genocide tends to pregroup actors—as perpetrators, victims, or bystanders—and to study each as a coherent collectivity (often identified by their ethnic category)” (Luft 2015, page 148). Previously, analysts explained participation in genocide in one of four ways: (1) members of the perpetrating group were obedient to an authority, (2) responding to intergroup antagonism, (3) succumbing to intragroup norms or peer pressure, (4) and finally, ingroup members dehumanize the outgroup. While all are useful theories, she explains, they are complicated by the empirical presence of behavioral variation. That is, not everyone associated with a perpetrating group engages in violence at the same time or consistently throughout a conflict (and may even save members of the victimized group).

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What she does to meet this challenge is to add dimensions to a binary property space which previously consisted of a group committing murder and a group being murdered. Focusing on the former, she notes that (1) not everyone in that group does actually participate, (2) some of those who did (or did not) participate eventual cease (or begin) participating, (3) some of those who did not participate not only desisted but also actively saved members of the outgroup. Taking this together, we arrive at a property space that can be presented by the spanning tree shown above. Luft then outlines four mechanisms that explain “behavioral boundary crossing.”

In this case, previous expert categories lead to an insufficient explanation for the perpetration of genocide, and elaboration proved necessary. Attempting to create classical categories — with rules for inclusion and exclusion and the presumption of mutual exclusivity in which all members are equally representative — is likely a necessary step in the theorizing process. Much of the work of developing theory, however, is not just showing that these categories are insufficient (because, of course, they are), but rather pointing out where this slippage is leading to problems in our explanations, and how they can be mended, as Luft does. 

The Scholastic Fallacy

Treating data or theory as if they can be cleanly divided into crisp sets is like the saying “all models are wrong, but some models are useful.” But taking for granted these distinctions can also lead analysts to commit the “scholastic fallacy.”

This is when the researcher “project[s] his theoretical thinking into the heads of acting agents…” (Bourdieu 2000, page 51).  This, according to Bourdieu, was a key folly of structuralism: “[Levi-Strauss] built formal systems that, though they account for practices, in no way provide the raison d’etre of practices” (Bourdieu 2000, page 384). This seems especially obvious for categories, as discussed in my previous two posts. It is one thing to say people can be divided into X group and Y group for Z reasons, and it is another to say people do divide other people in X group and Y group for Z reasons (see Martin 2001, or more generally Martin 2011)

Categorizing for the “acting agent” is not a matter of first learning rules and then applying them to demarcate the world into mutually exclusive clusters. It is, for the most part, a matter of simply “knowing it when I see it” —  a skill of identifying and grouping that we have built up through the accrued experience of redundant patterns encountered in mundane practices. Generally, rules, if they are used, are produced in post hoc justifications of our intuitive judgment about group memberships. It is here, however, where expert discourse is likely to play the largest role in lay categorizing: as a means to justify what we already believe to be the case.

This is not to say “non-experts” cannot or do not engage in this kind of theoretical thinking about categories. But, again Bourdieu points out, most people do not have the “leisure (or the desire) to withdraw from [the world]” so as to think about it in this way (Bourdieu 2000, page 51). More importantly, relying on expert categories for most of the tasks in our everyday lives would not be very useful because categorizing is foremost about reducing the cognitive demands of engaging with an always particular and continuously evolving reality.

References

Barton, Allen H. 1955. “The Concept of Property-Space in Social Research.” The Language of Social Research 40–53.

Becker, Howard S. 2008. Tricks of the Trade: How to Think about Your Research While You’re Doing It. University of Chicago Press.

Bourdieu, P. 2000. Pascalian Meditations. Stanford University Press.

Choike, James R. 1980. “The Pentagram and the Discovery of an Irrational Number.” The Two-Year College Mathematics Journal 11(5):312–16.

Karlsson, Jan Ch and Ann Bergman. 2016. Methods for Social Theory: Analytical Tools for Theorizing and Writing. Routledge.

Klein, Jacob. 1992. Greek Mathematical Thought and the Origin of Algebra. Courier Corporation.

Lazarsfeld, Paul F. 1937. “Some Remarks on the Typological Procedures in Social Research.” Zeitschrift Für Sozialforschung 6(1):119–39.

Luft, Aliza. 2015. “Toward a Dynamic Theory of Action at the Micro Level of Genocide: Killing, Desistance, and Saving in 1994 Rwanda.” Sociological Theory 33(2):148–72.

Martin, John Levi. 2001. “On the Limits of Sociological Theory.” Philosophy of the Social Sciences 31(2):187–223.

Martin, John Levi. 2011. The Explanation of Social Action. Oxford University Press, USA.

Portes, A. and J. Sensenbrenner. 1993. “Embeddedness and Immigration: Notes on the Social Determinants of Economic Action.” The American Journal of Sociology.

Ragin, Charles C. 2000. Fuzzy-Set Social Science. University of Chicago Press.

Categories, Part II: Prototypes, Fuzzy Sets, and Other Non-Classical Theories

A few years ago The Economist published “Lil Jon, Grammaticaliser.” “Lil Jon’s track ‘What You Gonna Do’ got me thinking,” the author tells us, “of all things, the progressive grammaticalisation of the word shit.” In it, Lil Jon repeats “What they gon’ do? Shit” and in this lyric, shit doesn’t mean “shit” it means “nothing.”

As the author goes on to explain, things that are either trivial, devalued or demeaning are commonly used to mean “nothing”: I haven’t eaten a bite, I don’t give a rat’s ass, I won’t hurt a fly, he doesn’t know shit. More examples are given in Hoeksema’s “On the Grammaticalization of Negative Polarity Items.” This is difficult to account for in Chomsky’s (Extended or Revised Extended) Standard Theory because the meaning of terms makes them candidates for specific kinds of syntactic functions (Traugott and Heine 1991:8):

What we find in language after language is that for any given grammatical domain, there is only a restrictive set of… sources. For example, case markers, including prepositions and postpositions, typically derive from terms for body parts or verbs of motion; tense and aspect markers typically derive from specific spatial configurations; modals from terms from possession, or desire; middles from reflexives, etc.

Grammaticalization involves the extension of term until its meaning is “bleached” and becomes more generic and encompassing (Sweetser 1988). For example, the modal word “will,” as in “I will finish that review,” comes from the Old English term willan meaning to “want” or “wish,” and, of course, it still carries that connotation:  “I willed it into being.” This relates to a second difficulty for Chomskian Theory: grammaticalization is a graded process. It’s not always easy to decide whether a particular lexical item should be categorized as one or another syntactical unit and therefore we cannot know precisely which rules apply when.

Logical Weakness of the Classical Theory

It may be that the classical theory doesn’t work well for linguistics, but that might not be reason to abandon it elsewhere. In fact, there is a certain sensibleness to the approach: categories are about splitting the world up, so why shouldn’t everything fall into mutually exclusive containers? To summarize the various weaknesses as described by Taylor (2003):

  1. Provided we know (innately or otherwise) what features grant membership in a category, we must still verify that a token has all the features granting it membership, rendering categories pointless.
  2. Perhaps we could allow an authority to assure us a token has all the features, but then we are no longer relying on the classical conditions to categorize.
  3. Features might also be kinds of categories, e.g., if cars must have wheels, what defines inclusion in the category “wheels,” which leads to infinite regress (unless, of course, we can find genuine primitives).
  4. Finally, it seems that a lot of features are defined circularly by reference to their category, e.g., cars have doors, but what kind of doors other than the doors cars tend to have?

The rejection of this classical theory is foreshadowed by, among others, Wittgenstein. The younger Wittgenstein was interested in philosophy and mathematics, and after being encouraged by Frege, he more or less forced Bertrand Russell to take him on as a student in 1911. His first major work the Tractatus Logico-Philosophicus, was published in 1921, which went on to inspire the founding of the Vienna Circle of Logical Empiricism—which, even though living in Vienna at the time, did not include Wittgenstein, who seemed to hate everyone. (At the same time, it bears noting, Roman Jakobson was a couple hundred miles away founding the Prague Circle of Linguistics).  

After several years worth reading about, the received story goes, Wittgenstein does an about face on his own argument in the Tractatus in the course of trying to find the “atoms” of formal logic. In his later writings beginning in the late 1920s and continuing until his death in 1951, we get, among other things, the notion of defining words not be a list of necessary and sufficient conditions but by looking at how words are used. The most well-known example being, after reviewing a few different ways the word “game” is used, he states “we can go through many, many other groups of games in the same way, can see how similarities crop up and disappear…I can think of no better expression to characterize these similarities than ‘family resemblances’” (Wittgenstein [1953] 2009 para. 66-67).

Beyond Family Resemblances

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From the The Atlas of the Munsell Color System, by Albert H. Munsell

Prototype Theory and Basic Level Categories

One pillar of the classical theory is that, if membership is granted based on having certain attributes, than it follows that no member should be a better or worse example of that category. A second pillar is that, category criteria should be independent of who or what is doing the categorizing. Eleanor Rosch’s early work toppled both pillars.

Rosch graduated from Reed College, completing her senior thesis on Wittgenstein (who she says “cured her of philosophy”) — specifically his discussion of pain and “private language.” She went on to complete graduate work in psychology at the famed Harvard Department of Social Relations, under the direction of Roger Brown (who was an expert in the psychology of language). She conducted research in New Guinea on Dani color and form categories, as well as child rearing practices (Rosch Heider 1971), and in late 1971, she joined the psychology department at UC, Berkeley.

In a 1973 publication, “Natural Categories,” Rosch critiqued existing studies of category formation because it relied on categories that subjects had already formed. For example, “American college sophomores have long since learned the concepts ‘red’ and ‘square’” To meet this challenge, she studied the Dani who had only two color terms, which divided color on the basis of brightness, rather than hue. Rosch hypothesized (Rosch 1973:330):

…there are colors and forms which are more perceptually salient than other stimuli in their domains…salient colors are those areas of the color space previously found to be most exemplary of basic color names in many different languages… and that salient forms are the “good forms” of Gestalt psychology (circle, square, etc.). Such colors and forms more readily attract attention than other stimuli… are more easily remembered than less salient stimuli…

She ultimately found “the salience and memorability of certain areas of the color space…can influence the formation of linguistic categories” (the classical citation for cross-cultural color categorization being Berlin and Kay 1991; see also Gibson et al. 2017). As categories form around salient prototypes, potential members of this category are judged on a graded basis.

In addition to building categories around salient exemplars, Rosch also found that, and aligning with ecological psychology, such salience relates to the usefulness for, and capacities of, the observer. For example, there tends to be the most cross-cultural agreement as to how any given token is categorized at the “basic level.” That is,  although different groups of people may differ in terms of what the prototypical “dog” is — is it a golden retriever or a bulldog? — when people see a dog, any dog, they will probably categorize it at the basic level of “dog,” as opposed to generically as animal or mammal or specifically as a golden retriever-bulldog mix. And it is at this basic level where there is the most interpersonal (and cross-cultural) similarities.

Berkeley and the West Coast Cognitive Revolution

In a previous post, I discussed all the interesting things happening in anthropology and artificial intelligence at UC, San Diego and Stanford during the 70 and 80s, and we can add UC, Berkeley to this list of strongholds for West Coast Cognitive Revolutionaries.  

Lakoff left MIT for Berkeley in 1972, and shortly thereafter he was confronted with kinds of utterances neither generative semantics nor generative grammar could account for, e.g., “John invited you’ll never guess how many people to the party” in which a clause splits another clause, sometimes called “center embedding.” Faced with this, Lakoff got an NSF grant to invite people from linguistics, psychology, logic, and artificial intelligence for a summer seminar in 1975, which ballooned into roughly 190 attendees (de Mendoza Ibáñez 1997). Among the lectures was Rosch on basic-level categories and how category prototypes can be represented in motor-systems (the seedling of the embodied mind), Charles Fillmore’s discussion of “Frame Semantics” which inspired the cognitive anthropologists, and Leonard Talmy (a recent Berkeley PhD) on how physical embodiment creates universal “cognitive topologies” which map onto words, like “in” and “out.”

So, Lakoff recalls, “in the face of all this evidence, in the summer of 1975, I realized that both transformational grammar and formal logic were hopelessly inadequate and I stopped doing Generative Semantics” (de Mendoza Ibáñez 1997).  It is also in 1975 that he published “Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts,” incorporating ideas from Rosch, as well as another Berkeley Professor Lotfi Zadeh. In this paper Lakoff argued: “For me, some of the most interesting questions are raised by the study of words whose meaning implicitly involves fuzziness- words whose job is to make things fuzzier or less fuzzy. I will refer to such words as ‘hedges’.” In addition to referring to Rosch’s then-unpublished paper “On the Internal Structure of Perceptual and Semantic Categories,” Lakoff acknowledges “Professor Zadeh has been kind enough to discuss this paper with me often and at great length and many of the ideas in it have come from those  discussions.”

Zadeh was born in Baku, Azerbaijan, then studied at the University of Tehran before completing his master’s at MIT, and doctorate in electrical engineering at Columbia University in 1949. He eventually landed at UC, Berkeley in 1959 where he slowly began to develop “fuzzy” methods. In 1965 he published the paradigm-shifting piece, “Fuzzy Sets,” which he began writing during the summer of ‘64 while working at Rand Corporation, and exists as the report “Abstraction and Pattern Classification.” In essence, Zadeh realized many objects in the world did not have clear boundaries to allow discrete classification, but rather allowed for graded membership (he used the example of  “tall man” and “very tall man”). He then demonstrates that classical “crisp” set theory was simply a special case of “fuzzy” set theory.

Zadeh would quickly expand the notion of fuzzy methods into a plethora of subfields, including information systems and computer science, but also linguistics beginning in the 1970s, an early example being, “A Fuzzy-Set-Theoretic Interpretation of Linguistic Hedges.” However, whether fuzzy logic explains the normal process of human categorization (i.e. whether humans are actually following the procedures of fuzzy logic in the task of categorizing) continues to be a debated topic. Rosch (e.g. Rosch 1999), in particular, is skeptical, precisely because the process of categorizing is not about applying decontextualized “rules.” Rather, as Mike argued in his recent post, we can think of categorizing as more like finding, than seeking.

References

Berlin, Brent and Paul Kay. 1991. Basic Color Terms: Their Universality and Evolution. University of California Press.

Gibson, Edward, Richard Futrell, Julian Jara-Ettinger, Kyle Mahowald, Leon Bergen, Sivalogeswaran Ratnasingam, Mitchell Gibson, Steven T. Piantadosi, and Bevil R. Conway. 2017. “Color Naming across Languages Reflects Color Use.” Proceedings of the National Academy of Sciences of the United States of America 114(40):10785–90.

de Mendoza Ibáñez, Francisco José Ruiz. 1997. “An Interview with George Lakoff.” Cuadernos de Filología Inglesa 6(2):33–52.

Rosch, E. 1999. “Reclaiming Concepts.” Journal of Consciousness Studies 6(11-12):61–77.

Rosch, Eleanor H. 1973. “Natural Categories.” Cognitive Psychology 4(3):328–50.

Rosch Heider, Eleanor. 1971. “Style and Accuracy of Verbal Communications within and between Social Classes.” Journal of Personality and Social Psychology 18(1):33.

Sweetser, Eve E. 1988. “Grammaticalization and Semantic Bleaching.” Pp. 389–405 in Annual Meeting of the Berkeley Linguistics Society. Vol. 14..

Taylor, John R. 2003. Linguistic Categorization. OUP Oxford.

Traugott, Elizabeth Closs and Bernd Heine. 1991. Approaches to Grammaticalization: Volume II. Types of Grammatical Markers. John Benjamins Publishing.

Wittgenstein, Ludwig. [1953] 2009. Philosophical Investigations. Blackwell.

Identifying Cultural Variation in Thinking

What does it mean to identify cultural variation in thought? Sociologists routinely identify differences in the way people think or reason about things (e.g., Young 2004), but what does it mean to think differently, and how are differences identified? In this post, I introduce a way of thinking about this question that moves beyond traditional “frame-like” concepts.

The Frame Approach to Thinking about Thinking

Frame-like concepts are often used to denote different ways of thinking, referring to monolithic cognitive objects— “mental fences” (Zerubavel 1997:37)—which “filter” (Small 2004:70) cognition by “[highlighting] certain facts while [excluding] others (Fligstein, Brundage, and Schultz 2017:881).” Frame-like concepts are treated both as durable ways of thinking (Zerubavel 1997) and situationally-variable frames of thought (Goffman 1974), but in either case, they are generally interpreted as mutually exclusive categories, with only one active at any given time.

Frame-like concepts are intuitive but also bring important challenges and limitations. First, frame-like concepts denote differences in thought without explaining what it means to think differently. Frame theory is not so much a theory of how people think as much as an assertion that people think differently. Because of this, frame analysis often lies on shaky ground empirically, with analysts intuiting differences without objective criteria. Person A is said to think about Y using a different frame than Person B because the analyst intuits that their thinking is different. This sounds bad, but is it really? How hard can it be to evaluate differences in thought?

Suppose that we asked two professors for their thoughts about a certain graduate student. The first says “she’s turning out lots of ideas,” and the second says “she’s had a mental breakdown.” These statements are obviously different, yet they are nonetheless instantiations of the same conceptual metaphor—THE MIND IS A MACHINE—identified by Lakoff and Johnson (1999:247). Statements which appear different, even opposite, on the surface may actually be evidence of identical thinking.

And yet, those teachers’ statements are different, which leads to a second major limitation of frame-like concepts—the assumption of monolithicity. Frame-like concepts treat thinking as a unitary process which either is or isn’t the same across persons. More accurately, thinking is a complex cascade of neural activations, such that thinking could be both similar and different across persons, in different ways. For example, persons with different positions on a moral issue and different vocabularies of justification may nonetheless share certain “background” assumptions about the meaning of morality (Abend 2014).

Regarding frame-like concepts, Turner (2018:33–34) notes:

Cognitive science exposes the inadequacy of many of the clichéd extensions of common sense talk about mind used in social theory and elsewhere, notably notions that are useful for interpretation, such as “frame” ideas. Either these can be given an interpretation in terms of actual cognitive mechanisms or they need to be discarded and replaced.

In the next section, I outline an alternative approach for analyzing variation in thought that begins by considering the different cognitive associations responsible for producing observed responses. The primary advantage of this approach is it allows for sameness and difference to coexist in different forms and at different degrees of schematicity. In this way, differences are not established with all-or-nothing catch-all codes like “frames,” but located to particular associations which may have their own distinct causal histories. More generally, this entails rethinking thought as the activation of cascades of associations rather than single “frames.”

Beyond Frames

Moving beyond frame analysis requires a different theory of thinking. When researchers ask participants to perform some cognitive task, they are directing participants to create a response, rather than requesting the delivery of fully-formed ideas:

Our data don’t tell us about the static organization of others’ minds—they tell us about a potentiality that others have that can be used to accomplish certain tasks in certain environments. But that’s fine, since that’s what a mind is—it’s a set of potentialities, and not a cluster of statements, and our questions are tasks that can, if properly designed, evoke these potentials… People don’t necessarily have ready-made opinions. Instead, they often have an inchoate mass of ideas; the question you ask creates a task that requires the respondent to marshal her faculties and thoughts (Martin 2017:78).

These tasks may be understood as evoking bundles of associations. Some associations belong to the general task itself (such as categorization), and others belong to the domain in question (such as “sexuality”). The analytic approach I propose consists of identifying these different associations and observing the similarity or difference for each. Here I identify three kinds of associations common to interviewing tasks—schemas associated with the general task, objects associated with the domain, and object qualities associated with the domain—and discuss each. I use Brekhus’s (1996) findings on sexual identity as a case study.

Brekhus (1996) finds that Americans mark sexual identity along six dimensions: (1) quantity of sex, (2) timing of sex, (3) level of perceived enjoyment, (4) degree of consent, (5) orientation, and (6) the social value of the agents. Brekhus (1997) is primarily interested in identifying general dimensions of sexual identity and understanding the process by which these are constructed, but suppose we are interested in variation in thinking about sexual identities? To this end, we can identify the different kinds of associations activated when marking sexual identities.

Brekhus’s six dimensions of sexual identity are specific combinations of schemas, objects, and object qualities. Each of these three things may vary independently of the others, though they may be associated to a certain extent.

1. Schemas associated with the task

Marking sexual identity is a common kind of task, in that all marking entails assigning an object to a category. In terms of cognitive linguistics, this involves the activation of the CONTAINER image schema (Boot and Pecher 2011). Whether we are talking about identities, classification (Bowker and Star 2000), or boundaries (Lamont and Molnár 2002), we are referring to the same general schematic process—putting things in containers. At this level, we would expect no variation.

The task of marking sexual identity (and classification more generally) may simply involve putting someone within a container (e.g. “gay”), but it may also involve putting someone on a SCALE (Johnson 1987:122). For example, Brekhus notes that sexual identities are marked by quantity, degree of consent, level of perceived enjoyment, the timing of sex, and social value of the agents. Each of these is an instantiation of the SCALE schema. Thus, we may observe variation in the marking of sexual identity based on differences in the schema associated with the task. This variation is not the result of possessing or lacking SCALE and CONTAINER schemas, which are universal but result from a habitual association between a schema and the thing being marked (Casasanto 2017).

2. Objects associated with the domain

Brekhus’s (1996) dimensions of sexuality focus on three kinds of objects: the agent (e.g. their age, history, and social value), the agent’s partner (e.g. their gender relative to the agent), and the interactions between them (e.g. the duration of their relationship and degree of consent). Marking sexual identity may vary in by focusing on one or more of these objects rather than the other, but for this domain, these are the primary objects. If we were talking about some other domain of identity, the associated objects might be different.

3. Object qualities associated with the domain

Brekhus’s (1996) dimensions of sexual identity are based on specific qualities of the different associated objects. For example, an agent’s identity is marked based on how much they enjoy sex, or how much sex they’ve had. There is more room for variation here, and we can imagine even other potential object-qualities. For example, sexual identity could be marked based on the LOCATION of sex, whether it happens in the bedroom, or in a public space (e.g. “exhibitionist”). LOCATION, in this case, is a quality of the people engaging in sexual acts (“a person in this kind of space”).

Additionally, we can imagine new object-qualities by applying the SCALE schema in new places. For example, Brekhus discusses orientation in terms of CONTAINERS—what kind of person or thing you are attracted to—but orientation can also be marked in terms of quantity—how many kinds of persons are you attracted to? (e.g. pansexual). Similarly, sexual identity could be marked not only by the kind of partner in the relationship but the number of partners in the relationship (e.g. polyamorous).

Concluding Remarks

Taken together, this short exercise suggests the following:

  • Thinking tasks, like marking identities, activate multiple kinds of associations which may be analyzed as distinct processes working together.
  • Similarity and difference in thinking may occur in different ways (e.g. at the level of schemas, objects, and object qualities).
  • Similarity and difference may coexist. Responses that appear different may nonetheless be manifestations of the same basic structure (e.g. all instantiated by the same schemas and focusing on the same objects).
  • Cognitive difference may be established either by introducing new associations from other domains or recombining associations in new or different ways.

In addition to pinpointing where there is more or less similarity in thought, analyzing thinking in this way opens new questions for analysis. For example, If certain schemas are dominant for a certain task, why, and to what extent does this vary across persons? Why are certain schemas, such as SCALE, more commonly associated with certain objects over others? How does a person’s individual experience influence which bundles of associations are activated when ascribing sexual identities? The takeaway is that thinking does not happen via filtering frames, but the activation of multiple associations working together, and that by recognizing this fact and incorporating it into the analysis, we get a better understanding of culture and thinking and are better prepared to think about how thinking varies across persons, times, and situations.

References

Abend, Gabriel. 2014. The Moral Background: An Inquiry into the History of Business Ethics. Princeton University Press.

Boot, Inge and Diane Pecher. 2011. “Representation of Categories: Metaphorical Use of the Container Schema.” Experimental Psychology 58(2):162.

Bowker, Geoffrey C. and Susan Leigh Star. 2000. Sorting Things Out: Classification and Its Consequences. MIT Press.

Brekhus, Wayne. 1996. “Social Marking and the Mental Coloring of Identity: Sexual Identity Construction and Maintenance in the United States.” Sociological Forum 11(3):497–522.

Casasanto, Daniel. 2017. “The Hierarchical Structure of Mental Metaphors.” Metaphor: Embodied Cognition and Discourse 46–61.

Fligstein, Neil, Jonah Stuart Brundage, and Michael Schultz. 2017. “Seeing Like the Fed: Culture, Cognition, and Framing in the Failure to Anticipate the Financial Crisis of 2008.” American Sociological Review 82(5):879–909.

Goffman, Erving. 1974. Frame Analysis: An Essay on the Organization of Experience. Harvard University Press.

Johnson, Mark. 1987. The Body in the Mind: The Bodily Basis of Meaning, Imagination, and Reason. University of Chicago Press.

Lakoff, George and Mark Johnson. 1999. Philosophy In The Flesh. Basic Books.

Lamont, Michèle and Virág Molnár. 2002. “The Study of Boundaries in the Social Sciences.” Annual Review of Sociology 28(1):167–95.

Martin, John Levi. 2017. Thinking Through Methods: A Social Science Primer. University of Chicago Press.

Small, Mario Luis. 2004. Villa Victoria: The Transformation of Social Capital in a Boston Barrio. University of Chicago Press.

Young, Alford. 2004. “The Minds of Marginalized Black Men: Making Sense of Mobility.” Opportunity and Future Life Chances 23.

Zerubavel, Eviatar. 1997. “Social Mindscapes: An Introduction to Cognitive Sociology.” Cambrdge, MA. : Harvard University Press. 連結.

Practice Theory versus Problem-Solving

In 2009, Neil Gross argued that the critique of action as a calculation of means to ends, which had been ongoing for at least the prior thirty years, had been successful. Not only that, the insistence that “action-theoretical assumptions necessarily factor into every account of social order and change and should therefore be fully specified” had also been successful. Both efforts made the question “how to conceptualize action in terms of social practices?” now the main question that confronts theorists. Gross (2009) proposed his own answer to this question: we can conceptualize action in terms of social practices by understanding social practice in terms of problem-solving.

Gross’ answer has in many ways been wildly influential, and for good reason. In a not insignificant respect it has successfully settled the debate over the main question and how to conceptualize action as social practice. The empirical application of practice theory in sociology increasingly revolves around a productive focus on problem-solving. But is problem-solving the best way to fully specify the “action-theoretical assumptions [that] necessarily factor into every account of social order and change”?

I will argue maybe not and critique this position in the effort to widen the horizon of relevant practice theories in the field. In a second post, I will make this argument on cognitive grounds through engagement with “predictive processing.” In this post, I will articulate the potential problems with problem-solving primarily through a dialogue between practice theorists and art history. Let’s first start with what problem-solving means as way of conceptualizing action as social practice.

Like all practice theories, problem-solving attempts to bridge the gap between observers and actors without introducing the same attributions that plague a means-ends frame. Bridging that gap is something that all practice theories claim to do. While the reasons for doing this are well-known in Giddens or Bourdieu for instance, consider the art historian Michael Baxandall’s argument for the virtues of a practice theory:

We describe the effect of the picture on us by telling of inferences we have made about the action or process that might have led the picture to being as it is …Awareness that the picture’s having an effect on us is the product of human action … when we attempt a historical explanation of a picture [we] try to develop this kind of thought (1985: 6)

Baxandall (who will play a significant role in the argument that follows) argues here that understanding something (a painting, a text, a state … anything in principle) as the mode of action that creates or generates it is the best understanding that we can obtain. A practical understanding is therefore different from and surpasses an interpretive understanding or a realist understanding of the same things. A similar argument, for instance, is proposed by Bourdieu (echoing Piaget) and his focus (1996) on “generative understanding.”

If we were to summarize (roughly) the four main characteristics of the problem-solving frame, they could include the following:

(1) End/means are endogenous to situations nor external to them (Whitford 2002)

(2) Proximate goals shape final goals; ends, ambitions, interests (etc) reflect the tools at hand rather than vice versa

(3) Action involves the recombination, transposition and modification of schemas, habits, tools, conventions, cultural objects (etc) to solve problems and allow for the continuation of action

(4) Problematic situations are a point of public access to a logic of practice that can be shared by observers and actors alike (Swidler 2005)

An example of this mode of argument is Richard Biernacki’s (1995) magisterial The Fabrication of Labor in which he uses a historical comparison of wages based on “piece-rates” versus “the daily expenditure of time” as contrasting solutions to the problem capitalist labor remuneration in Britain and Germany respectively between 1640 and 1914. Both of these formulas comprised “signifying practices incorporated into the concrete practices of work” (Biernacki 1995: 353). As Biernacki argues, attention to practice cannot be neglected, for such solutions were not engineered by capitalism itself.

The brute conditions of praxis in capitalist society, such as the need to compete in a market, did not provide the principles for organizing practices in forms that were stable and reproducible, for by themselves they did not supply a meaningful design for conduct. Rather, practices were given consistent shape by the particular specifications of labor as a commodity that depended, to be sure, upon the general conditions of praxis for their materials, but granted them social consequences according to an intelligible logic of their own (1995: 202)

The brute conditions of capitalist production created a problem situation that involved the commodity status of labor and its economic valuation. Piece-rates (or wages paid per unit of production) and time-wages (or wages paid according to time at work) both provide for the “meaningful design for conduct” that solve this problem. Biernacki reveals the extent of these meaningful designs, and how they correspond to this key problem, as “anchors for culture” in both contexts: “through their experience of the symbolic instrumentalities of production … workers acquired their understanding of labor as a commodity” (1995: 383). From lived experience at the “point of production”—given meaningful form by piece-rates and time-rates as the practices of waged labor—“categories of the discourse of complaint,” investment strategies, even architectural designs were all derived. Practices therefore anchor a capitalist system by solving its key problem: how to apply a commodified valuation to human labor.

Biernacki (2005) would further this kind of argument in a later discussion of Baxandall’s analysis of Piero della Francesca’s painting of the The Baptism of Christ. Baxandall, as an art historian, is famously known for not resorting to “meanings” in his non-interpretive approach to painting. In this case, Baxandall writes, “I do not … address the Baptism of Christ as a ‘text,’ either with one meaning or many. The enterprise is to address it as an object of historical explanation and this involves the identification of a selection of its causes” (1985: 31). For Biernacki, Baxandall’s approach proves highly generative. The latter’s analysis of The Baptism of Christ demonstrates “action as a problem-solving contrivance” instead of as a relation of means to ends. As Biernacki writes, “we discover agency in individuals’ creative construal of puzzles and in their unforeseen transposition and modification of schemas.”

In particular, Biernacki zeros in on the mathematical “schema” commensurazione found in Baxandall’s recounting of Francesca’s painting. To solve the problem of proportionality in the painting (Figure 1), Francesca deploys commensurazione “to cope with [the] problem of crowding on his painting surface … what matters is how Piero resorted to it as a tool for the difficult job of fitting so many figures without congestion onto an exaggeratedly vertical plane’ (Biernacki 2005). Or, this is what Biernacki reads from Baxandall’s account. All of this is in support of action as social practice qua problem-solving.

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Figure 1: Piero della Francesca, The Baptism of Christ, c-1448-1450 

In many ways Biernacki is ahead of his time in making these arguments. This concern with problem-solving has subsequently come to define the empirical application of practice theory in American sociology. Analytic attention is given to “problem-situations” and the mechanisms of “problem-solving.” Relevant variation involves habits or conventions and actors that “[mobilize] a more or less habitual responses” to solve emergent problems (Gross 2009). More broadly, “Cultural objects … are experienced as resonant because they solve problems better than the cognitive schema afforded by objects or habituated alternatives” (McDonnell, Bail and Tavory 2017). Innovation too is a matter a problem-solving. It occurs when “habitual responses to a given situation fail to yield adequate results.” This failure produces a problem situation. Once the problem situation has “emerged … novel ways of responding to it must be discovered through creative understanding, projection and experimentation” (Jansen 2017).

In all of these cases, action is conceived as practice, and practice is conceived as problem-solving. Given the prevailing wisdom, it is difficult to question a problem-solving frame if we seek to apply practice theory. But there has been a prior critique of problem-solving logic that I seek to build on in sketching my own critique. This critique also comes from Baxandall (1985). He proposes that we take pause when making practice into a variation on problem-solving because this could run afoul of one of the main tenets of any practice theory: that it follow the actors themselves and not substitute them for observers.

For Baxandall (1985), there is a difference between what a problem means for an actor and what it means for an observer. As he puts it, “The actor thinks of ‘problem’ when he is addressing a difficult task and consciously he knows he must work out a way to do it. The observer thinks of ‘problem’ when he is watching someone’s purposeful behavior and wishes to understand: ‘problem-solving’ is a construction he puts on other people’s purposeful activity” (69).

For Baxandall, this makes problem-solving, as an analytic frame, misleadingly attractive. Karl Popper (1978), for instance, uses problem-solving to understand “third world” or objective knowledge, the type that can be reconstructed regardless of who does the observing. The problem-solving frame is enticing for the analytic capacity it seems to promise for making innovation or resonance meaningful and pragmatic, in addition to knowledge. Innovation does not mean purposefully making a new idea ex nihilo. Resonance does not mean purposefully generating an appeal for something or a connection to it. In all cases, practice is the site of both the actor’s experience and the analyst’s observation. But it can only be this with a bridging concept like problem-solving. However, and again to quote Baxandall, to make problem-solving our analytic frame for understanding these phenomenon still “puts a formal pattern on the object of [our] interest” (70).

To argue this point Baxandall uses the example of Pablo Picasso painting the Les Demoiselles d’Avignon (1907) and the art collector Daniel-Henry Kahnweiler’s near contemporary account of Picasso’s painting of it, as told in Kahnweiler’s work Der Weg zum Kubismus (1920[1915]). Baxandall accounts for Kahnweiler’s personal relation to Picasso as one of Picasso’s first art collectors and his close friend. Kahnweiler attempts to understand Picasso’s painting as a finished product, but also as something he is observing when he visits Picasso’s studio, or sits for him as Picasso paints the Kahnweiler portrait as one of the first, and most recognizable, attempts at Cubism. Kahnweiler is uniquely close to Picasso’s skill, and Baxandall observes how Kahnweiler applies a problem-solving frame to make sense of what he observes. Picasso, of course, can’t explain his own skill, though the way he refers to it demonstrates how the problem-solving frame is still a “formal pattern” even though it does not look like it.

An attention to ‘problems’ in the observer, then, is really a habit of analysis in terms of ends and means … Picasso went on as he did and ‘found’ conclusions, or pictures; Kahnweiler sought to understand his behavior by forming implicit ‘problems’ (70).

The point is to stress a subtle difference between Picasso painting (a practice) and Kahnweiler using problem-solving to explain Picasso painting. But here we find an important parallel between Francesca painting the Baptism and the influence of commensurazione and Picasso painting Les Demoiselles and the influence of non-Euclidean geometry. Picasso’s sketch books at the time of his painting Les Demoiselles show sketches of the highly faceted geometrical figures found in Esprit Jouffret’s Traité élémentaire de géométrie à quatre dimensions (1903). This book was an attempt to popularize fourth-dimensional geometry in the tradition of Poincare, and it had been lent to Picasso by the mathematician Maurice Princet, i.e. “the mathematician of cubism” (Miller 2001).

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Figure 2: Pablo Picasso, Les Demoiselles d’Avignon, c. 1907 and an illustration from Jouffret, Traité élémentaire de géométrie à quatre dimensions (1903)

A similar question then applies this situation as with Francesca, commensurazione and his painting of the Baptism: did Picasso use these geometrical facets to solve a problem that allowed him to paint Les Demoiselles? Kahnweiler, for one, would seem to think so based on his (public) observation of Picasso painting and his rudimentary application of the problem-solving frame. But here is Baxandall’s important and contrasting point:

For Picasso the Brief [sic] and the grand problems might largely be embodied in his likes and dislikes about pictures, particularly his own: he need not formulate them out as problems. His active relation to each of his pictures was indeed always in the present moment, and at the level of process and on emerging derivative problems on which he spent his time. As he says, it would feel like finding rather than seeking (70)

Thus, we can categorize what Picasso was doing when he painted Les Demoiselles as problem-solving. Baxandall’s point, however, is that although “problem-solving” makes good analytic sense, it is falsely indicative of what is actually practical in this instance, or in any instance.

In just a few words: Problem-solving implies a phenomenal experience characterized by “seeking.” For Picasso his experience was more like “finding,” as Picasso himself confesses. If true, then Kahnweiler, or any observer who categorizes action as problem-solving, leaves a lot on the table, at least as far as comprehending action as social practice goes. In just a phrase: how can one find a solution to a problem that one was not looking for?

Indeed (and pace Biernacki) Baxandall does not actually associate commensurazione with a solution to a problem in his analysis of Francesca’s The Baptism of Christ. He refers to commensurazione, rather, as a generalized “mathematics-based alertness in the total arrangement of a picture, in which what we call proportion and perspective are keenly felt as interdependent and interlocking” (Baxandall 1985: 113). In a remarkable sense, the argument here is similar to the one that Bourdieu ([1967] 2005) finds in the art historian Erwin Panofsky and Panofsky’s account of the connection between scholastic philosophy and Gothic architecture, which proved seminal to Bourdieu’s development of habitus. In the same manner, it might seem like scholastic principles were used by Gothic architects to solve problems in the design of buildings like Notre-Dame de Paris. For Bourdieu ([1967] 2005), this instead suggests a “habit-forming force” shared by both scholastic philosophers and Gothic architects alike that gave them a common modus operandi that they applied philosophically and architecturally, respectively.

What is that “habit-forming force”? Bourdieu calls it ambiguously the scholastic “school of thought,” but he adds more insight by drawing attention to the “copyist’s daily activity … defined by the interiorization of the principles of clarification and reconciliation of contraries” which characterized the routine activity of scholastic education and “is concretely actualized in the specific logic of [this] particular practice” (215).

Following Panofsky, he finds the “copyist’s daily activity” mirrored in both the diagonal rib (“ribbed vault”) structure characteristic of Gothic architecture and the highly deliberate movement from proposition to proposition, “keeping the progression of reasoning always present in mind,” evident in texts like St. Thomas Aquinas’ Summa Theologiae (1485) as the most exemplary demonstration of Scholasticism. Rather than problem-solving, this particular practice “guides and directs, unbeknownst to [them], their apparently most unique creative acts” (Bourdieu [1967] 2005: 226).

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Figure 3: Index to St Thomas Aquinas’ Summa Theologiae and a diagonal ribbed structure

Whether we agree with these accounts or not (see Gross 2009: 367-68) should not negate the fact that action here is conceptualized as social practice, but not in a way that is accessible to problem-solving. I argue that this alternative presents the problem-solving frame with a number of questions, which can be fairly summarized as follows:

(1) Ends/means endogenous to situations (e.g. “ends-in-view”)

Does something lead agents into situations by, for instance, making them care?

(2) Proximate goals shape final goals

But do proximate goals need to be oriented toward a predicted future?

(3) Action involves recombination, transposition, and modification

But how do we know when it “works”?

(4) Problematic situations can be objectively described

Do problems appear to those for whom they can be problems? What decides that?

As this blog endeavors to argue: it is impossible to conclude whether these are genuine problems with problem-solving absent some connection with a cognitive mechanism that is analogous to theorists’ efforts to conceptualize action as social practice. In the next post, I’ll draw that connection by linking “predictive processing” with practice theory.

 

References

Baxandall, Michael. 1985. Patterns of Intention: On the Historical Explanation of Pictures. UC Press.

Biernacki, Richard. 1995. The Fabrication of Labor: Germany and Britain, 1640-1914. Berkeley: UC Press

_____. 2005. “Beyond the Classical Model of Conduct.” in Remaking Modernity. UChicago Press.

Bourdieu, Pierre. 1996. The Rules of Art. Stanford UP.

_____. 1967[2005]. “Postface to Erwin Panofsky, Gothic Architecture and Scholasticism”   in The Premodern Condition by Bruce Holsinger. UChicago Press.

Gross, Neil. 2009. “A Pragmatist Theory of Social Mechanisms.” American Sociological Review 74: 358-379.

Jansen, Robert. 2017. Revolutionizing Repertoires: The Rise of Populist Mobilization in Peru. UChicago Press.

McDonnell, Terence, Christopher Bail and Iddo Tavory. 2017. “A Theory of Resonance.” Sociological Theory 35: 1-14.

Miller, Arthur. 2002. Einstein, Picasso: Space, Time and the Beauty that Causes Havoc. Basic Books.

Popper, Karl. 1978. Three Worlds. The Tanner Lectures in Human Values.

Swidler, Ann. 2005. “What Anchors Cultural Practices.” in The Practice Turn in Contemporary Theory. Routledge.

Whitford, Josh. 2002. “Pragmatism and the untenable dualism of means
and ends: Why rational choice theory does not deserve paradigmatic privilege.” Theory and Society 31: 325-363.

Categories, Part I: The Fall of the Classical Theory

In a “monster of the week” episode of the The X-Files, Mulder and Scully encounter a genie, Jenn. She tells Mulder — who has three wishes — “Everyone I come in contact with asks for the wrong things…” Thinking the trick is to ask for something altruistic, Mulder wishes for “peace on earth.” Jenn grants his wish by vanishing all humans except Mulder. Distraught, Mulder uses his second wish to undo his first wish. He then decides the problem is that the wish was not specific enough, and we see him writing a lengthy “contract” in a word processor. In the end he wishes Jenn to be free, but if he were able to ask for this really specific contractual wish, things probably still wouldn’t have went as he intended. This is because there will probably always be “wiggle room” when Jenn begins to interpret the wish —  she could find a loophole. As we know from Durkheim, “the contract is not sufficient by itself…”

If we think of a contract as a set of explicit rules allowing some things and baring others, then a perfect contract is what we would call a classical category. For example, the category “world peace” describes certain states of affairs, which includes some things (like people are to be calm) and excludes others (like people are not to be fighting). This used to be the dominant way philosophers, psychologists, and most other disciplines were thinking about categories, and it continues to pop up as a kind of “Good Old-Fashioned Category Theory” — or, we might say, GOLFCAT — even in sociology.

What are “Classical” Categories?

John Taylor, in Linguistic Categorization (Chapter 2) and George Lakoff in Women, Fire, and Dangerous Things (Chapter 1), provide great overviews of this theory of categories. In short, this theory is based on a metaphor (Lakoff [1987] 2008:6):

They were assumed to be abstract containers, with things either inside or outside the category. Things were assumed to be in the same category if and only if they had certain properties in common. And the properties they had in common were taken as defining the category.

To put this more formally, Taylor (2003:21) offers the following four conditions:

  • Categories are defined in terms of a conjunction of necessary and sufficient features.
  • Features are binary.
  • Categories have clear boundaries.
  • All members of a category have equal status.

One can easily see this view of categories as built into the early 20th century approach to phonology — which often conforms well to the folk theory of phonology today. Basically, speaking is a linear sequence of discrete sounds. A single language has a finite set of discrete sounds. More formally, these sounds are defined by distinguishing features that correspond to how they are produced in the mouth and throat — e.g., /m/ as in “mom” is found in almost every language, and is a “voiced bilabial nasal” because it is produced with both lips (pressed together) and by blocking the airflow and redirecting it through the nasal cavity, and it is voiced because the vocal cords vibrate. Furthermore these features are said to be “binary” in that they can either be present or absent (either the vocal cords vibrate or they do not: think of /th/ in thee compared to thy). This was the theory championed by the incomparable Roman Jakobson. Take this example (published in the same year Jakobson arrived at Harvard):

Our basic assumption is that every language operates with a strictly limited number of underlying ultimate distinctions which form a set of binary oppositions (Jakobson and Lotz 1949:151)

This theory was more fully elaborated in the book Preliminaries to Speech Analysis: The Distinctive Features and Their Correlates. Later, two MIT linguistic professors, Noam Chomsky (who, while a doctoral student at Penn supervised by Zellig Harris, conducted research at Harvard as a member of the Society of Fellows) and Morris Halle  (a doctoral student of Jakobson’s at Harvard) would write in The Sound Pattern of English (1968:297):

In the view of the fact that phonological features are classificatory devices, they are binary… for the natural way of indicating whether or not an item belongs to a particular category is by means of binary features.

Chomsky, of course, did not stop with phonology but continued down this path intending to discover the simple categories of syntax, which could explain all the regularity and variance in human languages. Surveying these developments in linguistics, Taylor offers three common additional conditions:

  • Features are primitive (i.e. irreducible to any other features)
  • Features are universal (i.e. there is an all-encompassing feature inventory)
  • Feature are abstract (features do not directly correspond to any particular case)

Finally, and both famously and controversially, this classical category theory as applied to language is extended by Chomsky et al. much further, forming the basis of the “nativist-generative-transformational” theory (Taylor 2003:26):

  • Features are innate

The Beginning of the Fall (in Linguistics)

Screenshot from 2019-04-17 15-38-26

Chomsky published Aspects of the Theory of Syntax in 1965, and it quickly became a kind of sacred text for the nascent MIT linguistics department. In it, he lays out the basic task of the “Standard Theory,” as discovering “generative grammar” which “must be a system of rules that can iterate to generate an indefinitely large number of structures” (Chomsky 2014 [1965]: 15-16).

One strong assumption built into his program is that there are “grammatically” correct sentences, and that lexical units could be adequately arranged in either-or categories (e.g., noun, verb etc…). A second assumption built into is that the highly variant “surface structure” of given utterances can be reduced into constituent categories or a “deep structure,” and a set of rules of composition and transformation. Finally, Chomsky felt there was clear and necessary boundaries between phonology, semantics, and syntax — and syntax was the real goal of linguistics (see Chapter 2 in Syntactic Structures in particular).

For all these reasons, he was skeptical that descriptive and statistical studies could reveal the underlying structure and offered a now infamous example:

  1. Colorless green ideas sleep furiously.
  2. *Furiously sleep ideas green colorless.

According to Chomsky, “It is fair to assume that neither sentence…ever occurred in an English discourse… Hence, in any statistical model for grammaticalness, these sentences will be ruled out on identical grounds as equally ‘remote’ from English.” Even though, according to Chomsky, a reasonable person could tell that sentence (1) is syntactically correct, while (2) is not. (Although, one paper (Pereira 2000:1245) does test this assertion and finds that sentence (1) is about 200,000 times more probable than sentence (2), and thus Chomsky’s assertion is either naive or in bad faith.)

Harsh Words for the Master

George Lakoff was an undergrad at MIT, majoring in mathematics and poetry when Noam Chomsky founded the Department of Linguistics in 1961. As part of the founding, Chomsky invited Jakobson from Harvard to teach a class. As Lakoff describes it:

So my advisor in the English Department said: “Roman Jakobson is coming to teach poetics, you’re interested in poetry, you should take this course, but if you’re going to do it, you should know all your linguistics, so also take Morris Halle’s Introduction to Linguistics”

In the 1960s, Chomskyan generative linguistics had become hegemonic, superseding the Bloomfieldian paradigm, and after his first years studying English at Indiana University, Lakoff intended to contribute to this new project. He returned to Cambridge in the summer of  1963 to marry Robin (Tolmach) Lakoff — a linguistics PhD student at Harvard at the time who, among other things, would go on to found the study of gender and language with Language and Woman’s Place.

While there, Lakoff found a job on an early machine translation project at MIT, where he met several others who would oppose Chomsky in the “linguistics wars.” When he returned to Indiana, he decided to turn to linguistics, and studied under Fred Householder, who famously published an early critique of Chomsky and Halle’s theory of phonology in 1965. In his final year, Lakoff returned to Cambridge, where Paul Postal directed his dissertation, and he also worked closely with Haj Ross and James McCawley.

Together, Lakoff, Ross, McCawley and Postal each explored cases that didn’t seem to fit Chomsky’s Standard Theory, and attempted to offer “patches” that would adequately account for these anomalies. In fact, Lakoff’s dissertation was “On the nature of syntactic irregularity.” This resulted in Extended Standard Theory.

In there exploration of exceptions, however, they soon landed on the kernel of an idea that would force a break with the Standard Theory entirely and form the basis of what they called generative semantics: “syntax should not be determining semantics, semantics should be determining syntax” (Harris 1995:104). In other words, “the deeper syntax got the closer it came to meaning” (Harris 1995:128). The result was something of a tempestuous counter-revolution, as Lakoff put it in a New York Times article, “Former Chomsky Disciples Hurl Harsh Words at the Master”:

Since Chomsky’s syntax does not and cannot admit context, he can’t even account, for the word ‘please’…Nor can he handle hesitations like ‘oh’ and ‘eh,’ But it’s virtually impossible to talk to Chomsky about these things. He’s a genius, and he fights dirty when he argues.

As John Searle observed, “…the author of the revolution now occupied a minority position in the movement he created. Most of the active people in generative grammar regard Chomsky’s position as having been rendered obsolete” (Searle 1972:20). (Interestingly, it appears that the groundswell of interest in the alternative approach at MIT coincided with Chomsky leaving on sabbatical to Berkeley.)

In the end, as the boundary between semantics and syntax began to blur, these counter-revolutionaries would soon need to grapple with theories of meaning found outside of linguistics. This would ultimately, but not immediately, lead them to engage with non-classical theories of categorization. In my next post, I will discuss the logical weaknesses of the classical theory and the alternative approach.

References

Chomsky, Noam. 2014. Aspects of the Theory of Syntax. MIT Press.

Chomsky, Noam and Morris Halle. 1968. The Sound Pattern of English. Harper & Row.

Harris, Randy Allen. 1995. The Linguistics Wars. Oxford University Press.

Jakobson, R. and J. Lotz. 1949. “Notes on the French Phonemic Pattern.” Word & World 5(2):151–58.

Lakoff, George. [1987] 2008. Women, Fire, and Dangerous Things. University of Chicago Press.

Pereira, F. 2000. “Formal Grammar and Information Theory: Together Again?” Transactions of the Royal Society of London ….

Searle, John R. 1972. “A Special Supplement: Chomsky’s Revolution in Linguistics.” The New York Review of Books. Retrieved April 16, 2019 (https://www.nybooks.com/articles/1972/06/29/a-special-supplement-chomskys-revolution-in-lingui/).

Taylor, John R. 2003. Linguistic Categorization. OUP Oxford.

Habitus and Learning to Learn: Part II

Beyond the Content-Storage Metaphor

The underlying neural structures constitutive of habitus are procedural (Kolers & Roediger, 1984), based on motor-schemas constructed from the experience of interacting with persons, objects, and material culture in the socio-physical world (Gallese & Lakoff, 2005; Malafouris, 2013). Habitus affords the capacity to learn because we are embodied beings endowed with the capacities and liabilities afforded by our sensory receptors and motor effectors. In this respect, the neurocognitive recasting of habitus is thoroughly consistent with the “embodied and embedded” turn in contemporary cognitive science.

Traditional accounts of learning rely primarily on the content-storage metaphor (Roediger, 1980). Under this classical conceptualization, experience modifies our cognitive makeup mainly via the recording of content-bearing representations into some sort of mental system dedicated to their inscription and “storage,” most plausibly what cognitive psychologists refer to as “long-term memory.” Because the habitus is seen as the locus of social and experiential learning, and as a sort of repository of past experience, it is tempting to conceptualize it using this content-storage metaphor.

In the current formulation, the metaphor of long-term memory storage emerges as a highly misleading one, and one that would severely limit the conceptual potential of the notion of habitus. In its place, I propose that the habitus contains the “record” of past experiences but it does not store these records as a set of individualized content-bearing “facts” or “propositions” to be accessed as (declarative) “knowledge” or as (episodic) memories that can be recalled in the form of a recreation of previous experiences (Michaelian, 2016). Explicit forms of memory are reconstructive rather than restorative, and rely on the procedural traces encoded in habitus.

The same goes for the procedures generative of goals and plans of action the conscious positing of a future project (Williams, Huang, & Bargh, 2009). The (consciously posited) goal-oriented model of action, rather than being the fundamental framework’ that constrains the very capacity to make meaningful statements about action, as Talcott Parsons (1937) once proposed, is reinterpreted under a habitus-based conception of action as a cognitively unnatural activity (Bourdieu, 2000). Thus, the deliberative positing of a possible future rather than being taken as the point of departure or as the privileged site where a special sort of “agency” is located, must be re-conceptualized, as a puzzling, context-dependent phenomenon in need of special explanation.

Offline Cognition as Habitual Reconstruction

Recent work in the psychology of memory and “mental time travel” support the idea that both the seeming recollection of past events, the imagining of counterfactual and hypothetical scenarios, and the simulation of possible future events, all share an underlying neural basis and even share some recognizable features at the level of phenomenology. Rather than being faithful records of past experiences, autobiographical memories are as reconstructive and hypothetical as the (embodied) simulation and situated conceptualization of future experiences (Michaelian, 2011). What all of these socio-cognitive states do seem to share is a suspension of our (default) embodied engagement with the world (Glenberg, 1997). As such, they represent exceptional states removed at least one step away from “action” and not the core prototypical cases upon which to build a coherent model of action. Habit-based action made possible by habitus is the default, and these other more contemplative and intellectualist mode the exception.

Nevertheless, it would be a mistake to posit to sharp a divide between habitus and scholastic contemplation of possible futures, counterfactual states, or representational pasts. All of these more intellectualist and content-ful states are rooted in habitus, if only indirectly. The habitus provides the underlying set of capacities making possible the (re)creation of mental “content” on the spot, via processes of situated conceptualization, embodied simulation, and affective-looping (Barsalou, 2005; Damasio, 1999). Nevertheless, while the online activation of facts and memories —for instance during an interview setting—is made possible via habitus, these objectified products are not to be taken as the constituents of habitus.

Habitus and Learning to Learn

In this respect, the habitus stores nothing that can be legitimately referred to as “content.” Instead, the primary form of learning that organizes the neural structures constitutive of habitus is the one that sets the stage for, and actually makes possible, the traditional forms of episodic and declarative learning-s, and the context-sensitive recreation of those contents, which come later in ontogenetic development. When the habitus forms and acquires structure in childhood what the person is doing is in essence “learning to learn.”

As noted in the previous post, the notion of learning to learn has a somewhat obscure pedigree in social theory, but it has figured prominently in the accounts given by Gregory Bateson, who called “deutero-learning,” and in Hayek’s proposal of a groundbreaking theory of perception in the Sensory Order. In both of these accounts, learning is not taken for granted as a pre-existing feature’ of the human agent, but the very ability to be modified by the world is conceived as something that must be produced by our immersion and coupling to the world. The world must prepare the agent to learn before learning can take place.

The standard model of learning takes what Bourdieu referred to as the “scholastic” situation as its primary exemplar. Under this characterization, to learn is to commit a content-bearing proposition (e.g. a belief or statement) to memory. The problem with this conception, as Bourdieu noted, is that it takes for granted the tremendeous amount of previous development, immersion, and “connection-weight setting” that happend in the previous (home) environment to prepare the person for these forms of scholastic learning. The proposed habitus-based model of learning takes the decidedly non-scholastic case of skill-acquisition as its primary exemplar of learning (Dreyfus, 1996; Polanyi, 1958).

Procedural learning, in this sense, results in the picking up of the structural features that characterize the most repetitive (and thus experientially consistent) patterns of the early environment. This is learning about the formal structure of the early world not a passive recording of facts. The structure of habitus primarily mirrors the systematic, repetitive structure of the world in terms of the overall constitution (e.g., empirical and relational co-occurrences) and temporal rhythms of the environment, especially that characteristic of the earliest experiences (e.g., the environment that predates “learning” as traditionally conceived).

Subsequent experiences will then be actively fitted into this pre-experiential (but nonetheless produced by experience) neural structure. In connectionist terms, the procedural learning giving rise to habitus is essentially equivalent “setting the weights” that will remain a durable, relatively resistant to change, part of our neuro-cognitive architecture. These weights partially fix our overall style of perception, appreciation and classification of all subsequent experience. As Philosopher Paul Churchland puts it,

…the brain represents the general or lasting features of the world with a lasting configuration of its myriad synaptic connections strengths. That configuration of carefully turned connections dictates how the brain will react to the world…To acquire those capacities for recognition and response is to learn about the general causal structure of the world, or at least, of that small part of it that is relevant to one’s own practical concerns. That knowledge is embodied in the peculiar configuration of one’s…synaptic connections. During learning and development in childhood, these connection strengths, or “weights” as they are often called, are to progressively more useful values. These adjustments…are steered most dramatically by the unique experience that each child encounters (1996, p. 5)

Accordingly, and in contrast to the view construing habitus as a mnemonic repository of experiential contents the connectionist recasting of habitus as the set of synaptic weights coming to structure further experiential activation, reveals that the habitus stores coarse-grained structural patterns keyed to “reflect” previously encountered environmental regularities and not fine-grained experiential content.

The experiential content that the person is exposed to further down the developmental line will be made sense of using the (perceived, classified and made part of practical action schemes) synaptic weights acquired in early experience. Thus, as a precondition for subsequent experience and (skillful) practical action in the world, pre-experiential learning and adjustment have to happen first. The notion of habitus is useful precisely because it captures an ontogenetic reality: the fact that this learning to learn is sticky and produces durable cognitive structures that modulate the way in which persons are allowed to be further modified by experience.

As the cognitive scientist Margaret Wilson puts it:

Research on skill-learning and expertise has primarily been conducted in the context of understanding how skills are acquired. What has been neglected is the fact that when the experiment is done, or when the real-life skill has been mastered, it leaves behind a permanently changed cognitive system. This may not matter much in the case of learning a single video game or a strategy for solving Sudoku; but the cumulative effect of a lifetime of numerous expertises may result in a dramatically different cognitive landscape across individuals.

(Wilson 2008: 182)

If the active construction, initializing, and relative equilibration (“setting the weights”) of pre-experiential neural structures necessary for making sense of further experience was not an ontogenetic reality and a presupposition for traditional forms of learning, the notion of habitus would not be a superfluous, gratuitous adjunct in social theory. But the cognitive reality is that “the rate of synaptic change does seem to go down steadily with increasing age”(Churchland 1996: 6). This statement is not incompatible with recent findings of neural “plasticity” lasting throughout adulthood, but it does force the analyst to distinguish different types of plasticity in ontogenetic time and the new capacities they are attuned to and result in. This means that a structured habitus is the ineluctable result of any type of (normal) development. Thus, exposure to repeated regularities will create a well-honed habitus reflective of the structure of the regularities encountered early on. It is in this sense that the habitus cannot but be a product of early experiential (socio-physical) realities.

References

Barsalou, L. W. (2005). Situated conceptualization. Handbook of Categorization in Cognitive Science, 619, 650.

Bourdieu, P. (2000). Pascalian Meditations. Stanford University Press.

Churchland, P. M. (1996). The Engine of Reason, the Seat of the Soul: A Philosophical Journey Into the Brain. MIT Press.

Damasio, A. R. (1999). The Feeling of what Happens: Body and Emotion in the Making of Consciousness. Harcourt Brace.

Dreyfus, H. L. (1996). The current relevance of Merleau-Ponty’s phenomenology of embodiment. The Electronic Journal of Analytic Philosophy, 4(4), 1–16.

Gallese, V., & Lakoff, G. (2005). The Brain’s concepts: the role of the Sensory-motor system in conceptual knowledge. Cognitive Neuropsychology, 22(3), 455–479.

Glenberg, A. M. (1997). What memory is for: Creating meaning in the service of action. The Behavioral and Brain Sciences, 20(01), 41–50.

Kolers, P. A., & Roediger, H. L., III. (1984). Procedures of mind. Journal of Verbal Learning and Verbal Behavior, 23(4), 425–449.

Malafouris, L. (2013). How Things Shape the Mind: A Theory of Material Engagement. MIT Press.

Michaelian, K. (2011). Generative memory. Philosophical Psychology, 24(3), 323–342.

Michaelian, K. (2016). Mental Time Travel: Episodic Memory and Our Knowledge of the Personal Past. MIT Press.

Parsons, T. (1937). The Structure of Social Action. New York: Free Press.

Polanyi, M. (1958). Personal knowledge, towards a post critical epistemology. Chicago, IL: University of.

Roediger, H. L., 3rd. (1980). Memory metaphors in cognitive psychology. Memory & Cognition, 8(3), 231–246.

Williams, L. E., Huang, J. Y., & Bargh, J. A. (2009). The Scaffolded Mind: Higher mental processes are grounded in early experience of the physical world. European Journal of Social Psychology, 39(7), 1257–1267.

Wilson, Margaret. 2010. “The Re-Tooled Mind: How Culture Re-Engineers Cognition.” Social Cognitive and Affective Neuroscience 5 (2-3): 180–87.

Habitus and Learning to Learn: Part I

In this and subsequent posts, I will attempt to revise, reconceptualize and update the concept of habitus using the theoretical and empirical resources of contemporary cognitive neuroscience and cognitive social science.

I see this step as necessary if this Bourdieusian notion is to have a future in social theory. Conversely, if no such recasting is coherent or successful, then it might be time to retire the idea of habitus.

My reconstruction of habitus in what follows is necessarily selective. I keep historical and conceptual exegesis to a minimum (see e.g. Lizardo 2004 for that), and I will not engage in an attempt to convince you that the concept of habitus is a useful one in social science research. I presume that my undertaking this effort presupposes that the notion of habitus is useful and that its “updating” in terms of contemporary advances in the cognitive sciences is a worthwhile exercise.

There is a theoretical payoff in this endeavor. By connecting the notion of habitus as a conceptual tool for social analysis with emerging developments in the cognitive and neurosciences a lot of standing problems in social scientific conceptualizations of cognition, perception, categorization, and action are shown to be either pseudo-problems, or are resolved in more satisfactory ways than in proposals made from non-cognitive standpoints. In what follows, I address a series of the theoretical issues that I believe are properly recast using a version of the habitus concept informed by cognitive neuroscience, beginning with the notion of “learning” and ending with a reconsideration of the notion of categories and categorization.

The habitus as a “learning to learn” cognitive structure

The habitus is a set of durable cognitive structures that develop in order to allow the person to exploit the most general features of experience most effectively. These structures are constitutive of our capacity to develop an intuitive, routine grasp of events, entities, and their inter-relations and yet are also the product of experience. In neuroscientific terms, this presupposes “a durable transformation of the body through the reinforcement or weakening of synaptic connections” (Bourdieu 2000, 133).

As the economist and social theorist Friedrich Hayek once put it, “the apparatus by means of which we learn about the external world is itself the product of a kind of experience” (Hayek 1952, 165). The cognitive structures constitutive of habitus themselves, are a product of a special kind of learning, the process of “learning to learn” (something that the anthropologist Gregory Bateson (1972) once referred to as “deutero-learning”). From this point of view, “the process of experience does not begin with sensations or perceptions, but necessarily precedes them: it operates on physiological events and arranges them into a structure or order which becomes the basis of their `mental’ significance” (Hayek 1952: 166).

The experience-generated cognitive structures constitutive of habitus are designed to capture the most significant axes of variation–in essence the abstract causal and temporal signatures–of the early environment (Foster 2018). They make possible subsequent practical exploitation and even the fairly unnatural contemplative “recording” of later experiences in the form of episodic and semantic learning. The habitus itself is not a repository of “contents” in the traditional sense (e.g., a “storehouse” of individuated beliefs, attitudes, and the like) but it is generative of our ability to actively retrieve the experiential, mnemonic and imaginative qualities that form the core of our everyday experience.

Beyond Plasticity

From the point of view of a neuro-cognitive construal of habitus as a learning-to-learn structure, extant notions of learning (or socialization) in sociology come off as limited. Most consist of general accounts regarding the “plasticity” of the organism (Berger and Luckmann 1966), and are usually anxious to separate whatever is innate or biologically specified from that which comes from experience. At the extreme, we find accounts suggesting that nothing specific comes from biology and that all specific content is, therefore, “learned.”

Most social theorists, after making sure to set down this rather crude division, are satisfied in having secured a place for the cultural and social sciences in having delimited the scope of that which can be directly given by “biology.” Most analysts are then satisfied to establish broad statements about how humans are unique because so much of their cultural equipment has to be acquired from the world via experience, or how the human animal is essentially incomplete, or how biological evolution and the biological “inner code” requires reliance on externalized, epigenetic cultural codes for its full expression and development (Geertz 1973).

The actual experiential and cognitive mechanisms making possible learning in the first place and the constraints that these mechanisms pose on any socio-cultural theory of learning are thought of as exogenous. Learning from experience just “happens” and the role of social science is simply to keep track, document and acknowledge the existence of the external origins of the contents so learned.

What is missing from these standard accounts? First, that persons are capable of learning or that the brain is plastic is a very important but preliminary point. Only the most narrowly misinformed nativist argument would fall when confronted with this fact. Second, the issue is not whether persons learn, but how to account for this ability without begging the question. In this respect, standard definitions of culture as that which is learned and standard definitions of persons as essentially “cultural animals,” are well-taken, but ultimately fail to make a substantively consequential statement. This views are limited because they fail to distinguish between different forms of learning, the accomplishment of which are presuppositions for others.

A neurocognitive conception of habitus can serve to re-specify the notion of learning in cultural analysis in a useful way. From the point of view of a neuroscientifically informed social theory (Turner 2007), it is not enough to acknowledge the commonplace observation that persons are modified by experience or that the current set of skills and abilities that a person commands is indeed a product of modification by experience. Instead, the key is to specify what exactly this modification consists of, and how it differs, for instance, from the experiential sort of “modification” we are constantly exposed to in our everyday life by virtue of being creatures capable of consciousness, or the modification that happens when learn a new propositional fact, or when form a new episodic memory as a result of being involved in some biographically salient event.

The neurocognitive recasting of habitus as learning-to-learn structure improves the standard account of learning by suggesting that all learning requires the early, systematic, and relatively durable modification of the person as a categorizing and perceiving agent. That is, before learning of the “usual” kind can begin (e.g. learning about propositional facts to be “stored” in semantic memory) a different sort of “learning” has to occur: the person must learn to form the pre-experiential structures that will have the function of bringing forth or disclosing a comprehensible world (in the phenomenological sense). This “deutero-learning” needs to be distinguished from the sort of recurrent experience-linked modification resulting in the acquisition of episodic (having a factual account of our personal biography) or propositional or declarative knowledge (knowledge that).

In a follow-up post, I’ll develop the implications of this distinction for contemporary understandings of enculturation and socialization in cultural analysis.

References

Bateson, Gregory. 1972. Steps to an Ecology of Mind: Collected Essays in Anthropology, Psychiatry, Evolution, and Epistemology. University of Chicago Press.

Berger, Peter L., and Thomas Luckmann. 1966. The Social Construction of Reality: A Treatise in the Sociology of Knowledge. Anchor Books. New York: Doubleday.

Bourdieu, Pierre. 2000. Pascalian Meditations. Stanford University Press.

Foster, Jacob G. 2018. “Culture and Computation: Steps to a Probably Approximately Correct Theory of Culture.” Poetics 68 (June): 144–54.

Geertz, Clifford. 1973. The Interpretation of Cultures: Selected Essays. New York: Basic Books.

Hayek, F. A. 1952. The Sensory Order: An Inquiry Into the Foundations of Theoretical Psychology. University of Chicago Press.

Lizardo, Omar. 2004. “The Cognitive Origins of Bourdieu’s Habitus.” Journal for the Theory of Social Behaviour 34 (4): 375–401.

Turner, Stephen P. 2007. “Social Theory as a Cognitive Neuroscience.” European Journal of Social Theory 10 (3): 357–74.

When is Consciousness Learned?

Consciousness-learned

Continuing with the theme of innateness and durability from my last post, consider the question: are humans born with consciousness? In a ground-breaking (and highly contested) work, the psychologist Julian Jaynes argued that if only humans have consciousness, it must have emerged at some point in our human history. In other words, consciousness is a socially and culturally acquired skill (Williams 2011).

To summarize his argument: until as recently as the Bronze age (the third millennium BCE) he purports that humans were not, strictly speaking conscious. Rather, humans experienced life in a proto-conscious state he refers to as “bicameralism.” Roughly around the “Axial Age” (cf Mullins et al. 2018), bicameral humans declined and conscious, “unicameral” humans emerged.

One piece of evidence he deploys in support of his thesis is that the content of the Homeric poem the Iliad is substantially different than the later Odyssey. The former, he argues, is devoid of references to introspection, while the latter does have introspection. Jaynes argues a similar pattern emerges between earlier and later books of the Christian Bible. In a recent attempt  (see also Raskovsky et al. 2010) to test this specific hypothesis quantitatively,  Diuk et al. (2012), use Latent Semantic Analysis to calculate the semantic distances between the reference word “introspection” and all other words in a text. Remarkably, their findings are consistent with Jaynes’ argument  (see also: http://www.julianjaynes.org/evidence_summary.php).

Screenshot from 2018-12-19 17-47-55.png
From Diuk et al. (2012): “Introspection in the cultural record of the Judeo-Christian tradition. The New Testament as a single document shows a significant increase over the Old Testament, while the writings of St. Augustine of Hippo are even more introspective. Inset: regardless of the actual dating, both the Old and New Testaments show a marked structure along the canonical organization of the books, and a significant positive increase in introspection.”

Is Consciousness Learned in Childhood?

If consciousness, as Jaynes argued, is a product of social and cultural development, does this also mean that we each must “learn” to be conscious? Some contemporary research suggests something like this might be the case.

To begin we need a simple definition: consciousness is our “awareness of our awareness” (sometimes called metacognition). A problem with considering the extent of our conscious awareness is the normative baggage associated with “not being conscious.” For the folk, it is somewhat insulting to say people are “mindlessly” doing something, and we tend to value “self-reflection.” Certainly this is a generalization, but let’s bracket the notion that non-conscious experience is somehow less good than being conscious. The bulk of what the brain does is below the level of our awareness. For starters, when we are asleep, under general anesthesia, or even in a coma, the brain continues to be quite active. Moving to our waking lives, the kinds of skills and habits that Giddens (1979) confusingly calls the “practical consciousness” is deployed at a speed that outstrips our ability to be aware it is happening until after the fact. The kind of skillful execution associated with athletes and artists, for instance, is often associated with Csikszentmihalyi’s “flow” precisely because there is a “letting go” and letting the situation take over. All this is to say we are conscious far less than we probably think. Indeed asking us when we are not conscious  (Jaynes 1976:23):

…is like asking a flashlight in a dark room to search around for something that does not have any light shining upon it. The flashlight, since there is light in whatever direction it turns, would have to conclude that there is light everywhere. And so consciousness can seem to pervade all mentality when actually it does not.

A second major confusion is the assumption that consciousness is how humans learn ideas or form concepts. As we discuss elsewhere (Lizardo et al. 2016), memory systems are multiple, and while we learn via conscious processes, the bulk of what we learn is via non-conscious processes in “nondeclarative” memory systems (Lizardo 2017). This is especially the case for the most basic concepts we learn from infancy onward. In fact, Durkheim’s argument that it is through ritual—embodied experience—that so-called “primitive” groups learned the “basic categories of the understanding” more or less pre-figures this point (Rawls 2001).

Rather than the experience-near associated with everyday life, consciousness involves introspection and “time traveling” associated both with reconstructing our own biographies from memory and imagining possible (and impossible) futures. A recent school of thought in cognitive science—referred to as “enactivism”—takes a rather radical approach in arguing that the vast majority of human cognition is not, strictly speaking, contentful (Hutto and Myin 2012, 2017). Indeed, a lot of “remembering” does “not require representing any specific past happening or happenings… remembering is a matter of reenactment that does not involve representation” (Hutto and Myin 2017:205). But, what about autobiographical remembering involved in introspection and self-reflection which we might consider the hallmark of consciousness?

To answer this — within the broader enactivist project — they draw on group of scholars who argue that autobiographical memory is “a product of innumerable social experiences in cultural space that provide for the developmental differentiation of the sense of a unique self from that of undifferentiated personal experience” (Nelson and Fivush 2004:507). These scholars find that “a specific kind of memory emerges at the end of pre-school period”  (Nelson 2009:185). Such a theory offers a plausible explanation for “infantile amnesia” — the inability to recall events prior to about three or four — an explanation much less ridiculous than Freud’s contention that these memories were repressed so as to “screen from each one the beginnings of one’s own sex life.”

These theorists go on to argue that “a new form of social skill” associated with this “new type of memory” (Hoerl 2007:630). This skill is “narrating” one’s experience. Parent’s reminiscing with children play a central role in the acquisition of this skill (Nelson and Fivush 2004:500):

…parental narratives make an important contribution to the young child’s concept of the personal past. Talking about experienced events with parents who incorporate the child’s fragments into narratives of the past not only provides a way of organizing memory for future recall but also provides the scaffold for understanding the order and specific locations of personal time, the essential basis for autobiographical memory.

Returning to Jaynes, we find a remarkably analogous description of the emergence of consciousness as  the “development on the basis of linguistic metaphors of an operation of space in which an ‘I’ could narratize out alternative actions to their consequences” (Jaynes 1976:236). That is, we could assert, consciousness is this social skill emerging from the (embodied and social) practice of reminiscing with parents and classmates (or the like) when we are around three years old.

REFERENCES

Diuk, Carlos G., D. Fernandez Slezak, I. Raskovsky, M. Sigman, and G. A. Cecchi. 2012. “A Quantitative Philology of Introspection.” Frontiers in Integrative Neuroscience 6:80.

Giddens, A. (1979). Central problems in social theory. Berkeley: University of California press.

Hoerl, C. 2007. “Episodic Memory, Autobiographical Memory, Narrative: On Three Key Notions in Current Approaches to Memory Development.” Philosophical Psychology.

Hutto, Daniel D. and Erik Myin. 2012. Radicalizing Enactivism: Basic Minds without Content. MIT Press.

Hutto, Daniel D. and Erik Myin. 2017. Evolving Enactivism: Basic Minds Meet Content. MIT Press.

Jaynes, Julian. 1976. The Origin of Consciousness in the Breakdown of the Bicameral Mind.

Lizardo, Omar. 2017. “Improving Cultural Analysis Considering Personal Culture in Its Declarative and Nondeclarative Modes.” American Sociological Review 0003122416675175.

Lizardo, Omar, Robert Mowry, Brandon Sepulvado, Dustin S. Stoltz, Marshall A. Taylor, Justin Van Ness, and Michael Wood. 2016. “What Are Dual Process Models? Implications for Cultural Analysis in Sociology.” Sociological Theory 34(4):287–310.

Mullins, Daniel Austin, Daniel Hoyer, Christina Collins, Thomas Currie, Kevin Feeney, Pieter François, Patrick E. Savage, Harvey Whitehouse, and Peter Turchin. 2018. “A Systematic Assessment of ‘Axial Age’ Proposals Using Global Comparative Historical Evidence.” American Sociological Review 83(3):596–626.

Nelson, Katherine. 2009. Young Minds in Social Worlds: Experience, Meaning, and Memory. Harvard University Press.

Nelson, Katherine and Robyn Fivush. 2004. “The Emergence of Autobiographical Memory: A Social Cultural Developmental Theory.” Psychological Review 111(2):486–511.

Raskovsky, I., D. Fernández Slezak, C. G. Diuk, and G. A. Cecchi. 2010. “The Emergence of the Modern Concept of Introspection: A Quantitative Linguistic Analysis.” Pp. 68–75 in Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, YIWCALA ’10. Stroudsburg, PA, USA: Association for Computational Linguistics.

Rawls, A. W. (2001). Durkheim’s treatment of practice: concrete practice vs representations as the foundation of reason. Journal of Classical Sociology, 1(1), 33-68.

Williams, Gary. 2011. “What Is It like to Be Nonconscious? A Defense of Julian Jaynes.” Phenomenology and the Cognitive Sciences 10(2):217–39.

Cultural Cognition in Time, from Memory to Imagination

Over the past few years, I have been thinking about the concept of imagination. It emerged out of my efforts to understand the generational change in public opinion about same-sex marriage in the U.S. when it became clear to me that young and old simply imagined homosexuality and same-sex marriage in different ways [see also three essential readings on the imagination: (Appadurai 1996; Orgad 2012; Strauss 2006)]. It wasn’t that the two cohorts disagreed about the issue; it’s that they couldn’t even understand each other. I realized that the imagination represents an implicit domain of political cognition that by-and-large goes unrecognized and unacknowledged by people when they talk to each other, while nonetheless structuring the debate in a way that is similar to framing.[1] I published my initial argument here (No paywall!), and have elaborated on this theory of imagination in my recent book (Definitely paywall!).

One thing that sets my view of the imagination apart from the ways that some other social scientists invoke the concept is that I see an important connection with the concept of collective memory. In many usages (e.g. Castoriadis 1987; Taylor 2002), the idea of the social imagination or the social imaginary is so broad that it most closely approximates the concept of culture—that incomprehensible whole that signifies everything and nothing all at the same time (Strauss makes this critique effectively). By contrast, I think the argument that Olick (1999) makes for collective memory fits well with Strauss’ critique of the social imaginary: we need a dual, individualist-collectivist theory of the imagination, one that anchors the cultural and cognitive versions of the concept in each other. Simply put, minds imagine things just like minds remember things, but the resources and the effects of imagination and memory are cultural and social.

Certainly, the cognitive process of remembering is distinguished in part by its retrospective temporal horizon, and in the empirical work of many sociologists (Baiocchi et al. 2014; Perrin 2006), the imagination’s temporal horizon is future-oriented: actions that we could take to solve a problem, or visions of a better society. Thus, it makes some sense (from a phenomenological perspective, at least) that we can think of collective memory and the social imagination as cultural-cognitive processes that occupy different spots on a temporal continuum.

However, I’d like to make the case that the social imagination is not just future-oriented, but present-oriented. I will also make the case that collective memory may be fruitfully theorized as the past-oriented variant of the social imagination. The ultimate goal of this essay is to persuade sociologists that the imagination is something of a master cultural-cognitive process, with variants that correspond to different phenomenological time horizons, and that is influenced by positive and negative socio-emotional forces.

—

In purely psychological terms, the imagination is the mind’s capacity to construct a mental image of a non-present phenomenon. Whether past-, present-, or future-oriented, and whether the imagined entity is real (horse) or unreal (unicorn), the cognitive process is essentially the same. Sociologically speaking, however, different imaginations have different effects: individuals’ imaginations of stereotypical and counter-stereotypical people will either reinforce or attenuate prejudicial attitudes and implicit biases (Blair, Ma and Lenton 2001; Slusher and Anderson 1987). Thus, there are political consequences to people’s imaginations: cultivating one’s capacity to produce (and act on) counter-stereotypic mental images may be an effective strategy for combatting implicit racism, sexism, and other forms of enduring prejudice.

As a sociological process, the social imagination is the process that shapes the patterns of associations that define cultural schemas, or the cultural content of a schema. In other words, the social imagination is the cultural-cognitive process that govern the creation, maintenance, and deconstruction of stereotypes, prototypes, categories, and concepts of all kinds. Certainly, other (material, structural, political, whatever) factors are involved in this process, too—like oppression, socialization, etc.—but the social imagination is the culture-cognition nexus. As Orgad (2012) shows, the mass media are one of the most critical institutions involved in contests of the social imagination. In this view, media consumption improves, not reduces, our capacity to imagine because it provides us with many of the fundamental resources for producing mental images. If you combine this understanding of the social imagination with the psychological research describe above, we can explain why stereotypical and counter-stereotypical media representations are so important: media representations can create, maintain, change, or destroy the cultural associations that define different groups of people in the public mind.

As far as I’ve read, Glaeser’s (2011) Political Epistemicsis one of the master treatises on the social imagination, though he doesn’t put it in those terms. Glaeser uses “understanding” to refer to this realm of cultural-cognition, and he uses the term to refer to both the process and its outcome. On page 10, Glaeser begins his definition of understanding by characterizing it as a process: “Understanding is a process of orientation…”; however, one page earlier, Glaeser writes of it as an achievement, or outcome: “understanding is achieved in a process of orientation…” My own view is that the imagination is this process of orientation that produces understandings. This follows Kant (1929), who, in Critique of Pure Reason, argues that the “transcendental power of imagination” is the fundamental  synthetic capacity of mind that combines perception and the cultural categories of understanding, thus structuring all human knowledge and experience.

If we keep this Kantian philosophy of the imagination at the center of our thinking, we might also conceive of memory as another species of imagination: one in which the original sensory perception took place in some bygone time and which is continually brought to life in mental images in the present by synthesizing those past perceptions with current mental structures (hence, the well-known power of our memories to change over time and for our present biography, self-identity, and social context to shape our memories into something other than what actually happened).

In sum, the imagination can be future-oriented (our ability to imagine possible future actions or solutions to social problems), present-oriented (our schemas, stereotypes, and understandings), or past-oriented (our memories).

—

Beyond distinguishing these three different forms of imagination, as classifed by their temporal horizon, we should differentiate between real and fantastical variants of each. Since a simple distinction between real/correct and unreal/incorrect versions of a mental image is philosophically untenable (even impossible, in the case of future-oriented mental images—things that have not yet occurred), I would argue that any given mental image should be conceived as existing on a continuum, whose polar ends represent ideal-typical, emotion-driven fantasies that “pull” our imagination in either direction. In this rendering, the ideal-typical end points are the only points on the continuum that could be labeled as the purely unreal; actually existing mental images would fall somewhere on the continuum and whose degree of “realness” is variable and relationally determined.

The point of establishing this continuum is not to determine whether one imagined mental image is more correct than another in some absolute sense, but rather to begin to discern the socio-emotional forces that are inevitably involved in the process of imagination and the sociological consequences of producing various kinds of mental images. For example, the prevalence of handgun ownership and attitudes about gun rights in the U.S. must certainly take into account the fear-driven imagination that a criminal who is waiting to rob and murder you is hiding behind every corn stalk in the state of Iowa. Whether past-, present-, or future-oriented, our mental images of reality are constructed within a socio-emotional landscape; as social scientists, it behooves us to think seriously about those landscapes, how they affect our imaginations, and how social action ultimately makes sense to the actors who imagine the world as they do.

Thus, we have three different continuums for the social imagination—one for each temporal horizon—in which mental images are constructed. The mental image’s location on the continuum is influenced by the extent to which positive and negative emotional circumstances influence the process of imagination.

Future-Oriented Imagination: The Domain of Possibility

Cultural Cognition Future

Let’s take the domain of future-oriented imagination first: the domain of possibility. The social imagination of the possible is inevitably informed by the emotions of fear and hope and situated in relation to social conditions of dystopia and utopia. Karen Cerulo (2008) has already written on the cognitive and cultural dynamics of this domain. Another notable example of the sociology of possibility is Erik Olin Wright’s “Real Utopias” research program (e.g., Wright 2013), which promises a sociology of liberation if we take it seriously.

Present-Oriented Imagination: The Domain of Understanding

Cultural Cognition Present

The social imagination of the present happens in the domain of understanding. As mentioned above, Glaeser’s Political Epistemics is the essential read on how processes of validation reinforce and challenge existing understandings. Glaeser labels these types of validation as recognition, resonance, and corroboration. In addition to them being cognitive, cultural, and social in nature, they are also emotional. The present-oriented process of imagination is anchored by two fantastical emotional tendencies: the extreme cynical denial of reality that we might call delusion, and the extreme polyannaish denial of reality that we might call naiveté. All understandings and misunderstandings can be conceived in terms of their socio-emotional tenor, as well as in their cognitive, cultural, and social terms.

Past-Oriented Imagination: The Domain of Memory

Cultural Cognition Past

Finally, turning to the domain of memory, our imaginary reconstructions of past events are influenced by the socio-emotional poles of denial of the negative and romanticization of the positive. The unreal social recollections driven by these emotions are those of erasure and nostalgia: in its extreme forms, collective memory has the potential to totally eliminate the past or construct a fantasy past that never existed. One classic sociological illustration of the importance of nostalgia is, of course, Stephanie Coontz’s The Way We Never Were (1992); this example shows clearly how the romanticization of the past is not purely cognitive or cultural, but structured by institutional power relations like those that reinforce patriarchy. In a parallel (maybe mutually constitutive) way, structures of oppression contribute to the ongoing erasure of women, people of color, and the working class from history in part because of how the socio-emotional consequences of these structures lead to us to produce distorted imaginations of the past.

Obviously, these are just simple thumb-nail sketches, but I believe that understanding the social imagination in its various temporal horizons is important, not just for explaining social action (in the interpretive, symbolic interactionist vein) but also for creating social change. Positive and negative emotions are powerful forces, and the terms on which people produce their imaginations of the world will also affect how they act in that world. Like the old idea of cognitive liberation (McAdam 1982) implies, how we imagine the world can determine whether we mobilize for justice or surrender to despair. The social imagination is very much like other social institutions; it is a cultural entity in which past, present, and future intersect. Sociology should devote some attention to this institution as we do to the others.

References

Appadurai, Arjun. 1996. Modernity at Large: Cultural Dimensions of Globalization. Minneapolis, MN: University of Minnesota Press.

Baiocchi, Gianpaolo, Elizabeth A. Bennett, Alissa Cordner, Peter Taylor Klein, and Stephanie Savell. 2014. The Civic Imagination: Making a Difference in American Political Life. Boulder, CO: Paradigm Publishers.

Blair, Irene V., Jennifer E. Ma, and Alison P. Lenton. 2001. “Imagining Stereotypes Away: The Moderation of Implicit Stereotypes through Mental Imagery.” Journal of Personality and Social Psychology, 81 (5): 828-841.

Castoriadis, Cornelius. 1987. The Imaginary Institution of Society. Cambridge, MA: MIT Press.

Cerulo, Karen A. 2008. Never Saw it Coming: Cultural Challenges to Envisioning the Worst. Chicago: University of Chicago Press.

Coontz, Stephanie. 1992. The Way We Never Were: American Families and the Nostalgia Trap. New York: Basic Books.

Glaeser, Andreas. 2011. Political Epistemics: The Secret Police, the Opposition, and the End of East German Socialism. Chicago: University of Chicago Press.

Kant, Immanuel. 1929. Critique of Pure Reason. New York: St. Martin’s Press.

McAdam, Doug. 1982. Political Process and the Development of Black Insurgency, 1930-1970. Chicago: University of Chicago Press.

Nelson, Thomas E., Rosalee A. Clawson, and Zoe M. Oxley. 1997. “Media Framing of a Civil Liberties Conflict and its Effects on Tolerance.” American Political Science Review, 91 (3): 567-583.

Olick, Jeffrey K. 1999. “Collective Memory: The Two Cultures.” Sociological Theory, 17 (3): 333-348.

Orgad, Shani. 2012. Media Representation and the Global Imagination. Malden, MA: Polity Press.

Perrin, Andrew J. 2006. Citizen Speak: The Democratic Imagination in American Life. Chicago: University of Chicago Press.

Slusher, Morgan P., and Craig A. Anderson. 1987. “When Reality Monitoring Fails: The Role of Imagination in Stereotype Maintenance.” Journal of Personality and Social Psychology, 52 (4): 653-662.

Strauss, Claudia. 2006. “The Imaginary.” Anthropological Theory, 6 (3): 322-344.

Taylor, Charles. 2002. “Modern Social Imaginaries.” Public Culture, 14 (1): 91-124.

Wright, Erik Olin. 2013. “Transforming Capitalism Through Real Utopias.” American Sociological Review, 78 (1): 1-25.

 

[1] Framing and imagination are different concepts, and it is important to distinguish between them. Framing is a communicative process with cognitive effects, while the imagination is fundamentally a cognitive process, albeit with cultural influences. Setting that difference aside, though, and focusing purely on the sociological level of each concept, the social imagination is the process that shapes the pattern of associations that define cultural schemas, while framing is the process that shapes explicit cognition (for more on how framing works through deliberate, rather than automatic processing, see Nelson, Thomas E., Rosalee A. Clawson, and Zoe M. Oxley. 1997. “Media Framing of a Civil Liberties Conflict and its Effects on Tolerance.” American Political Science Review91 (3): 567-583.)

Embodied knowledge vs. flesh and blood

As DiMaggio (1997) originally noted, most sociological theories of action make assumptions about the nature of cognition even as they dismiss any explicit discussion of cognition in favor of “social” explanation. Thinking about how culture comes to be taken up by the mechanisms of cognition and how it influences action through those mechanisms would, theoretically, address deficits in sociological theories of action and, at the same time, correct the bias towards extreme individualism that pervaded the cognitive sciences from the 1950s to the 1990s (which, as Dryfus (1992) has been screaming for his entire career, made them useful for writing chess-playing programs and little else). Persons, according to this view, are not mere symbol-processing machines, but culturally-informed symbol-processing machines, whose chaotic interaction with the myriad cultural forms of everyday life naturally produces both behavioral and cultural variation (DiMaggio, 1997: 272).

As new theory tends to do, these symbolic-schematic accounts of how action comes to be solved some problems and created a few more. In cognitive science, the symbol-processing model simply failed to manifest its promises in the fields of artificial intelligence and robotics. From the 1980s through the early 2000s, most programmers and engineers tried to mimic intelligent behavior by writing programs composed of internally consistent symbol systems. While this produced some laudable feats (one thinks of Deep Blue’s famous triumph over the then world chess champion Gary Kasparov), they were limited to extremely bounded tasks that lent themselves to abstraction. In contrast, physical tasks that nine-month-old babies did with ease were arduously recreated by robotics engineers only to fail as soon as the environment in which they were performed was slightly altered. This begged the question: if human intelligence is basically a complex symbol-processing mechanism, then why are artificial symbol-processing systems so unbelievably inept at tasks so simply any human could perform with without any amount of thought or attention?

In sociological theory, the symbol-processing model of culture and cognition painted a picture of an agent who, rather than simply responding to culture, could explore and engage with it. But the nature of the mechanism(s) that allowed for this remained opaque. In other words, if culture is internalized as cognitive architecture, what is the process of internalization? How are the cultural “logics,” “schemas,” and “heuristics” that, in interaction with the social world (or “stimuli” for the cognitive scientists) acquired and applied?

Embodiment in Social Theory

Enter the embodiment perspective. The turn towards embodiment, both within culture and cognition (Ignatow, 2007; Strand & Lizardo, 2015; Winchester, 2016) and, increasingly, within cognitive science itself (Edelman, 2004; Rowlands, 2011), has been an attempt to address these issues. In social theory, the embodiment perspective accounts for culture’s internalization by theorizing that the systems of thought that ground our ability to engage with the world – perception, the formation of habits, and the execution of habitual behavior – are essentially informed by the iterative interactions of the body with the world. For some thinkers, a capacity for “deliberation” is a feature of embodiment (Joas, 1996; Winchester, 2016), this capacity itself depends on the repertoire of habits that result from the body’s immersion in the world. Our capacity for action and the cognitive schemas and logics on which it depends finds its root in the body’s grounding in a stable world from which, through infinite experimental explorations from the first day of life until the day we die, it amasses “embodied knowledge.”

This theory of cognition has been extremely fruitful for cognitive scientists and robotics engineers. Robots fitted with exploratory learning algorithms have fared far better at problem-solving in various arenas compared to their symbol-processing predecessors (Edelman, 2004). In sociology, too, the conceptualization of knowledge as fundamentally embodied is enjoying somewhat of a heyday in sociological theory (e.g. Martin, 2011). And no wonder, since theories of embodied knowledge have several advantages over symbol-processing theories of cognition. For example, they provide an explanation of how cultural knowledge is acquired, maintained, and changed over time. In addition, they lend themselves to habit-oriented theories of action. And finally, they continually situate subjects within the world they inhabit, making a retreat into the theatre of the mind in order to “deliberate,” “calculate,” or “problem-solve” in a wholly abstract fashion analytically unnecessary. This feature of the embodiment perspective has been particularly attractive for action theorists interested in dismantling the legacy of the Cartesian model of the human subject (Crossley, 2013; Scheper-Hughes & Lock, 1987; Turner, 1984; Whitford, 2002), and for sociological theory more generally because it provides a detailed explanatory account of the inseparability of individual and society (Joas, 1996; Martin, 2011).

Beyond Representationalism

Nevertheless, despite the radical situatedness advanced by contemporary theories of embodiment in culture and cognition, a specter of their theoretical predecessors remains. Specifically, the theorization of embodied knowledge tends to conceptualize that knowledge not as a feature of the flesh and blood of the physical body in the world, but as a series of representations of bodily capacities developed and stored in the brain. Ignatow (2007: 122), for example, refers to a “repertoire of embodiments…stored in memory with cognition and language rather than in a separate location.” This makes sense intuitively. The brain, after all, is the ultimate site of the choreography of habitual behavior. We might speak of “muscle memory,” but the effortless sequencing of movements to which that phrase refers relies on patterned neuronal connections in the motor cortex. By themselves, the muscles that articulate activity know nothing of these connections. It is therefore often easy to ignore the physical body in favor of the cognitive representations that map the repertoire of habits it has access to.

But to do so is to mistake the choreography for the dancer. When we neglect the role that the flesh and blood of the physical body plays in the development and maintenance of habitual behavior, we describe embodiment only in its foundational capacity, its ability to give rise to the world immersion that characterizes experience in moments of habitual flow. Even in these moments, however, embodiment is continually vulnerable to breakdown. When we are ill or injured, for example, the cognitive infrastructure that encodes embodied knowledge can no longer make itself manifest. This aspect of embodiment – its vulnerability to disorientation and ungroundedness – is as much a feature of its nature as its ability to act as the bedrock of being-in-the-world.

This is an observation that Maurice Merleau-Ponty made more than half a century ago. Like contemporary theorists of culture and cognition, Merleau-Ponty (1962, p. 102) conceived of habit formation as “a rearrangement and renewal of the corporeal schema”; but he was also always careful to emphasize that the corporeal schema, or “habit-body”, was only intelligible when married to a corresponding “body at this moment.” The specific habit-creating character of human subjectivity, “always already” immersed in its world, relies fundamentally on the fact that the flesh and blood of the physical body (unlike its cognitive representation in the nervous system) extends into that world.

As such, the body is simultaneously an objective part of the world, on the one hand, and the foundation for subjective experience, on the other. This insight allows Merleau-Ponty to account both for the effortless enactment of habitual behavior that structures daily life and the ever-present possibility of a breakdown in the flow of experience it gives rise to: “The fusion of soul and body in the act, the sublimation of biological into personal existence, and of the natural into the cultural world is made both possible and precarious by the temporal structure of our existence” (Merleau-Ponty, 1962, p. 97, italics added).

Recognizing the possibility of breakdown as an essential element of embodiment is important for its conceptualization for two reasons. First, it is simply an accurate description of the reality of embodied experience: our habits are accessible and deployable only to the extent that we possess a body capable of enacting them. “Embodied knowledge” is not enough. Second, a recognition of the tenuousness of embodied knowledge opens up a novel space for theorizing how ruptures in the flow of existence produce behavioral variation. Like disjunctures between ideology and the material conditions of life (Swidler, 1986), or ruptures in the relationship between habitus and history (Bourdieu, 2004), breakdowns in the relationship between the physical body and the cognitive structures that map its history of activity give rise to opportunities for creative behaviour, as subjects are forced to contend with the experience of being “thrown” into an action that they are newly incapable of performing.

References

Bourdieu, P. (2004). The peasent and his body. Ethnography, 5(4), 579–599.

Crossley, N. (2013). Habit and habitus. Theory & Society, 19(2–3), 136–161.

Drefus, H. L. (1992). What computers still can’t do: A critique of artificial reason. Cambridge, MA: MIT Press.

Edelman, G. (2004). Wider than the sky. New York: Yale University Press.

Ignatow, G. (2007). Theories of embodied knowledge: New directions for cultural and cognitive sociology? Journal for the Theory of Social Behaviour, 37(2), 115–135.

Joas, H. (1996). The creativity of action. Chicago: University of Chicago Press.

Martin, J. L. (2011). The explanation of social action. New York: Oxford University Press.

Merleau-Ponty, M. (1962). Phenomenology of perception. New York: Routledge.

Rowlands, M. (2011). The new science of the mind: From extended mind to embodied phenomenology. Cambridge, MA: MIT Press.

Scheper-Hughes, N., & Lock, M. (1987). The mindful body: A prolegomenon to future work in medical anthropology. Medical Anthropology Quarterly, 1(1), 6–41.

Strand, M., & Lizardo, O. (2015). Beyond World Images: Belief as embodied action in the world. Sociological Theory, 33(1), 44–70.

Swidler, A. (1986). Culture in action: Symbols and strategies. American Sociological Review, 51, 273–286.

Turner, B. S. (1984). The body and society: Explorations in social theory. London: SAGE.

Whitford, J. (2002). Pragmatism and the untenable dualism of means and ends: Why rational choice theory does not deserve pragmatic privilege. Theory & Society, 31, 325–363.

Winchester, D. (2016). A hunger for god: Embodied metaphor as cultural cognition in action. Social Forces, 95(2), 585–606.