Showing posts with label rationality. Show all posts
Showing posts with label rationality. Show all posts

Friday, October 28, 2011

Theories of the actor


I'm attracted to an approach to sociological thinking that can be described as "actor-centered."  The basic idea is that social phenomena are constituted by the actions of individuals, oriented by their own subjectivities and mental frameworks.  It is recognized, of course, that the subjectivity of the actor doesn't come full-blown into his or her mind at adulthood; rather, we recognize that individuals are "socialized"; their thought processes and mental frameworks are developed through myriad social relationships and institutions. So the actor is a socially constituted individual.

If we take the approach to social explanation that demands that we understand how complex social processes and assemblages supervene on the actions and thoughts of individuals, then it is logical that we would want to develop a theory of the actor.  We would like to have a justifiable set of ideas about how individuals perceive the social world, how they think about their own lives and commitments, and how they move from thought to action.  But we have many alternatives available as we attempt to grapple with this task.

We might begin by asking, what work should a theory of the actor do?  Here are a set of questions that a theory of the actor ought to consider:
  1. How does the actor represent the world of action -- the physical and social environment?  Here we need a vocabulary of mental frameworks, representational schemes, stereotypes, and paradigms.
  2. How do these schemes become actualized within the actor's mental system? This is the developmental and socialization question.
  3. What motivates the actor?  What sorts of things does the actor seek to accomplish through action?
  4. Here too there is a developmental question: how are these motives instilled in the actor through a social process of learning?
  5. What mental forces lead to action? Here we are considering things like deliberative processes, heuristic reasoning, emotional attachments, habits, and internally realized practices.
  6. How do the results of action get incorporated into the actor's mental system?  Here we are thinking about memory, representation of the meanings of outcomes, regret, satisfaction, or happiness.
  7. How do the results of past experiences inform the mental processes leading to subsequent actions? Here we are considering the ways that memory and emotional representations of the past may motivate different patterns of action in the future.
Aristotle guides much philosophical thinking on these questions by offering an orderly theory of the practical agent (The Nicomachean Ethics).  His theory is centered on the idea of deliberative rationality, but he leaves a place for the emotions in action as well (to be controlled by the faculty of reason).  Deliberation, in Aristotle's view, amounts to reflecting on one's goals and arranging them into a hierarchy; then choosing actions that permit the achievement of one's highest goals.

Formal rational choice theory provides a set of answers to several of these questions.  Actors have preferences and beliefs; their preferences are well ordered; they assign probabilities and utilities to outcomes (the results of actions); and they choose a given action to maximize the satisfaction of their preferences.

Ethnographic thinkers such as Clifford Geertz or Erving Goffman take a different tack altogether; they give a lot of attention to questions 1 and 2; they provide "thick" descriptions of the motives and meanings of the actors (3); and they indicate a diverse set of answers to question 5.  (Geertz and Goffman are discussed in other posts.)

Other anthropologists have favored a "performative" understanding of agency.  The actor is understood as carrying out a culturally prescribed script in response to stereotyped social settings.  Victor Turner's anthropology is a leading example of this approach to action (Dramas, Fields, and Metaphors: Symbolic Action in Human Society).

Mayer Zald recommends the work of Karl Weick on the first question (Sensemaking in Organizations (Foundations for Organizational Science)).  Here is how Weick explains sensemaking:
The concept of sensemaking is well named because, literally, it means the making of sense. Active agents construct sensible, sensable events. They "structure the unknown". How they construct what they construct, why, and with what effects are the central questions for people interested in sensemaking.  Investigators who sensemaking define it in quite different ways. Many investigators imply what Starbuck and Milliken make explicit, namely, that sensemaking involves placing stimuli into some kind of framework. The well-known phrase "frame of reference" has traditionally meant a generalized point of view that directs interpretations. (4) (references omitted)
It's worthwhile addressing this topic, because it would appear that we don't yet have a particularly good vocabulary for formulating questions about agency.  As indicated above, Aristotle's theory of the mind has been dominant in western philosophy; and yet it feels as though his approach is just one among many starting points that could have been chosen.  Here is an earlier treatment of this question (link).

I'm reminded by my friends that not all sociologists accept the actor-centered approach.  Some (like Andrew Abbott and Peggy Somers) prefer what they refer to as a "relational" understanding of the basis of social activity.  It is not so much the actor as the action; it is not the internal state of the individual agent so much as the swirl of interactions with others that determine the course of a social activity.  This is part of Abbott's objection to the idea that sociology should aim to uncover social mechanisms (link).

Saturday, June 18, 2011

Esser's sociology


Sociology in Germany seems to be particularly prolific today, and this extends to the contributions that German sociologists are making to the sub-discipline of analytic sociology. One of the leaders who has played a key role in this active field is Hartmut Esser. Esser's Soziologie. Spezielle Grundlagen 3. Soziales Handeln (2002) is particularly important, but it hasn't been translated into English yet. (Here is a link to the second volume of this work on Google Books, and here is a link to Soziologie Allgemeine Grundlagen (1993).) So Esser's contributions are not yet as widely known in the US sociology world as they ought to be. (Here is a short Wikipedia entry on Esser in German (link).)

One of Esser's primary areas of empirical research is on the general topic of immigration and ethnicity. Here are a couple of relevant articles in English: "Assimilation, Ethnic Stratification, or Selective Acculturation? Recent Theories of the Integration of Immigrants and the Model of Intergenerational Integration" (link) and "How Far Reaches the “Middle Range” of a Theory? A Reply to the Comments" link). His goal generally is to consider the theories of ethnicity and assimilation that have been developed since the Chicago School and Robert Parks, and to attempt to reconcile the empirical experience of assimilation with a synthetic theory.

Several things seem fairly clear. First, Esser was an early and influential contributor to analytical sociology in two important ways. He advocates for social mechanisms as a foundation for social explanation. And he highlights rational individual actions as the heart of most (all?) social mechanisms. His work appears to be comparable in importance and impact to that of Raymond Boudon, James Coleman, and Jon Elster: rationality, microfoundations, mechanisms. (Here is a contribution by Esser on the topic of "Theories of the Middle Range" in a very interesting volume by Renate Mayntz available online; link.)

Second, Esser is especially interested in topics within the philosophy of science in connection to sociology. He is interested in the logic of explanation, the development of theory, and the role of models in scientific explanation. He is influenced by Karl Popper and Carl Hempel, and there are occasional references to other philosophers of science from the 1950s and 1960s. There are no references to Thomas Kuhn, W. V. O. Quine, or Hilary Putnam in Soziologie Allgemeine Grundlagen.

Another thing seems evident: that Esser is a sociologist in the tradition of Max Weber and interpretive sociology, with particular affinity to the "rational actor" Weber. Along with other German sociologists today, Esser appears to be helping to constitute a "Weber 2.0", more attuned to issues of contemporary interest such as immigration and assimilation, but with a strong sense of the importance of appropriate use of social theory in arriving at explanations of complicated contemporary social processes. (Here is a link to a book chapter by Esser on "The Rationality of Value".)

Here is an example of his use of rational choice theory in his theory of ethnic assimilation ("Assimilation, Ethnic Stratification, or Selective Acculturation? Recent Theories of the Integration of Immigrants and the Model of Intergenerational Integration"):
At the heart of the model are the options for those immigrants who are currently present within a receiving context. Options include activities which are related to the receiving country (receiving context option, in short: rc-option) and those which are related to the ethnic context (ethnic context option, in short: ec-option). Examples are changing or maintaining habits, relationships, or orientations. In order to explain when and why a certain activity occurs, we need a general rule for the selection between options that can be applied to, in principle, all empirical constellations. The model uses the rule of the expected utility theory as such a general selection rule. For each of the possible options a so-called EU weight is computed. The EU weight is the sum of both the negative and positive returns that can be achieved with the selection of a particular option, weighted with the corresponding expectation that the return actually occur with the selected option. Individuals would then select the option with the highest expected value [cfr. Esser 2004, 1135 ff.; Esser 2006, 39 ff. on details of the expected utility theory and also with reference to the model.
Esser has also attempted to find affinities between rationality theory and micro-sociology, including especially the phenomenological sociology of Alfred Schütz. Here is the abstract of "The Rationality of Everyday Behavior: A Rational Choice Reconstruction of the Theory of Action by Alfred Schütz" (link):
This article argues that Alfred Schütz, one of the founders of the interpretative paradigm in sociology, developed a theory of action whose basic structure is compatible with subjective expected utility theory (i.e., a specific variant of rational choice theory). Alfred Schütz's view with respect to the characteristics of everyday action—the individual orientation toward routines and structures of relevance—is modeled in terms of subjective expected utility theory. In this perspective, these characteristics appear as the result of an action-preceding rational choice in the process of the cognition of situations, under the conditions of bounded rationality.
Esser is the object of quite a bit of discussion and reflection by other German sociologists. One whose name shows up frequently in these discussions is Rainer Greshoff (Die Transintentionalität des Sozialen. and Integrative Sozialtheorie: Esser, Luhmann, Weber (Rainer Greshoff and Uwe Schinank, eds.)).

(For those of us whose German reading knowledge is limited, I'm finding Google Translate to be a helpful source of assistance as I struggle with some of these texts; it helps with vocabulary even though the translations of complete sentences are not ready for prime time.)

Sunday, January 30, 2011

Herbert Simon's satisficing life


Herbert Simon was a remarkably fertile thinker in the social and "artificial" sciences (The Sciences of the Artificial - 3rd Edition (1969, first edition)).  His most celebrated idea was the notion of "satisficing" rather than "optimizing" or "maximizing" in decision-making; he put forward a theory of ordinary decision-making that conformed more closely to the ways that actual people reason rather than the heroic abstractions of expected utility theory.

Essentially the concept of satisficing takes the cost of collecting additional information into account as a decision maker searches for a solution to a problem -- where to eat for dinner, which university to attend, which product to emphasize in a company's short-term strategy.  And the theory commends the idea that we are best served overall by accepting the "good-enough" solution rather than searching indefinitely for the best solution.  Rather than attempting to inventory all possible choices available at a given point in time and assigning them utilities and probabilities, the satisficing theory recommends setting parameters for a problem of choice, and then selecting the first solution that comes along that satisfies these parameters.  It means searching for a solution that is "good enough" rather than optimal.

And why not go for the optimal solution?  Because the cost of collecting the additional information associated with a broader choice set may well exceed the total benefit of the current decision.  This is obvious in the case of the decision of which restaurant to go to; slightly less obvious in the case of the decision of which university to attend; and perhaps flatly unpersuasive in the case of decisions where the outcome can influence life and death.

I've described the theory of satisficing in a little detail here for an unexpected reason: Simon took some interest in the art of autobiography, and it turns out that he interprets his own life as a series of satisficing decisions.  His autobiography Models of My Life appeared in 1996, and it's an interesting narrative of the intellectual and personal choices that led Simon from Milwaukee to Pittsburgh and beyond.

The idea is particularly apt for Simon's view about how a life unfolds.  He rejects the idea that one's life has an overriding theme.  He discusses the fact that the title of the book is a plural noun -- "Models of My Life".
There is a further reason for using the plural [models].  It is a denial -- a denial that a life, at least my life, has a central theme, a unifying thread running through it. True, there are themes (again the plural), some of the threads brighter or thicker or stronger than others.  Perhaps clearest is the theme of the scientist and teacher, carrying on his persistent heuristic search, seeking the Holy Grail of truth about human decision making.  In my case, even that thread is woven of finer strands: the political scientist, the organization theorist, the economist, the management scientist, the computer scientist, the psychologist, the philosopher of science. (xviii)
Rather than one underlying theme that underlies a person's biography and career, there are multiple choices, directions, and emphases -- that add up to a woven lifetime of contribution when the choices work out well.

Simon accepts the implication that this vision of a life presents: that there is no single "self" underlying all these changes and choices:
Which of the wanderers through these different mazes will step forward at the call for the real Herbert Simon?  All of them; for the "real" self is an illusion.  We live each hour in context, different contexts for different hours.... We act out our lives within the mazes in which Nature and society place us. (xviii-xix)
The analogy between daily decision-making and living a life is a direct one: instead of setting upon a course with very specific goals and objectives, and then taking the steps necessary to bring about the achievement of that system of goals, Simon is recommending a more local form of life decision-making. Build capacities, recognize opportunities, take risks, and build a life as a result of a series of local choices.  It is a form of bounded rationality for living rather than an expression of a fully developed life plan.  So we might say that Simon's "philosophy of living" is entirely consistent with his theory of bounded rationality.

There are a few real surprises in the book -- for example, a conversation between Simon and Jorge Luis Borges in Argentina in 1970.  Simon was fascinated by Borges' use of the idea of a labyrinth in his novels, and wanted to find out from Borges how he was led to this family of metaphors.  Simon himself was drawn to the idea of a series of choices as a maze -- incorporating the insight that there are always unexplored outcomes behind the avenues not taken.  So a labyrinth is a good metaphor for choice within uncertainty and risk.
I have encountered many branches in the maze of my life's path, where I have followed now the left fork, now the right.  The metaphor of the maze is irresistible to someone who has devoted his scientific career to understanding human choice. (xvii)
Here is a snippet of the conversation between Simon and Borges as quoted in the book:
SIMON: I want to know how it was that the labyrinth entered into your field of vision, into your concepts, so that you incorporated in your stories.
BORGES: I remember having seen an engraving of the labyrinth in a French book -- when I was a boy. It was a circular building without doors but with many windows. I used to gaze at this engraving and think that if I brought a loupe close to it, it would reveal the Minotaur.
SIMON: Did you see it?
BORGES: Actually my eyesight was never good enough.  Soon I discovered something of the complexity of life, as if it were a game. In this I am not referring to chess. 
...
SIMON: What is the connection between the labyrinth of the Minotaur and your labyrinth, which calls for continual choice? Does the analogy go beyond the general concept?
BORGES: When I write, I don't think in terms of teaching. I think that my stories, in some way, are given to me, and my task is to narrate them. I neither search for implicit connotations nor start out with abstract ideas; I am not one who plays with symbols. But if there is some transcendental explanation of one of my stories, it is not for me to discover it, that is the task of the critics and the readers.
And a final surprise -- it emerges from the conversation that Borges had read "a very interesting book" early in his life, Bertrand Russell's Introduction to Mathematical Philosophy -- not exactly the most predictable influence on the creator of magical realism.  And Russell's mathematical logic was likewise a formative influence for Simon, at a comparably early age.

There is an interesting short section where Simon discusses one of the directions he did not take in his own personal career maze -- the step of trying to become a college president at Carnegie Mellon or elsewhere (262 ff.).  Simon writes briefly about the reasons why this might have been a realistic aspiration for him -- a history of administrative competence at the department level and a stellar academic record.  But he decided not to pursue the presidency at CMU:
However that may be, I did not seriously consider taking on the context. ... I have never regretted the decision, especially in view of Dick's stellar performance on the job, a performance made possible by a "deviousness" that our colleague Leland Hazard admiringly attributed to him, and that I surely did not possess. (263)
He adds that he didn't have the personality needed to cultivate the community of wealthy businessmen whose support would be essential to Carnegie: "In fact, the close association with the business community that is essential for effective performance as president of a university such as Carnegie Mellon would have been uncomfortable for me" (263).

But here is the way this discussion strikes me (as a person whose career did take him in that direction). Simon gives no evidence here of understanding even the most basic facts about this domain of choice: what the job of president actually is; what the qualities of personality and leadership are that would lead to success; and what the intellectual satisfactions might be in the event that he became a university president. He seems to be working from a very shallow stereotyped view of the job of university president. In other words, Simon had none of the information that would be needed to make an informed career choice about this option. And this suggests that his decision-making on this issue was narrowly bounded indeed -- driven by a few stereotyped assumptions that were probably a poor guide to the reality.

(Here is a lecture by Herbert Simon on organizations, public administration, and markets:)

Thursday, August 19, 2010

Economics and the historian


What are some of the important ways in which economic analysis is pertinent to historical research and explanation?  This was the topic of a cutting-edge collection edited by Tom Rawski over ten years ago (Economics and the Historian), and it is still a unique contribution.  Rawski is a good historian of China and a good economist (Chinese History in Economic PerspectiveChina's Transition to Industrialism: Producer Goods and Economic Development in the Twentieth Century), and the volume is genuinely useful today.  The project began with a focus on Chinese history, but this volume takes a broader look at aspects of world history more generally.  Here is the overriding goal:
Our book is rooted in the conviction that historians will find it useful to acquaint themselves with economics.  The chapters that follow provide repeated examples of how standard items in the economist's intellectual arsenal extend the reach of historial source materials by revealing unexpected connections between different elements of market systems. (3)
The point of the volume is not how to conduct "economic history", but rather how to bring economic data and analysis into many aspects of historical research.

So what are the important foundational insights that economics can bring to history? Here is Rawski's statement of the fundamental object of economic thinking:
Economic theory is built around the logical analysis of profit-seeking behavior by large numbers of well-informed, independent individuals in competitive markets governed by legal systems that enforce contracts and ensure the rights of private owners. (5)
But he also emphasizes that economic theory in the past thirty years has given much more extensive attention to institutions -- the sets of rules through which transactions take place within an economy and within society.  Transaction costs and imperfect information fundamentally alter the logic of a pure market populated with rationally self-interested agents with perfect information.  Rawski's approach, and that of many of the other contributors, is very sympathetic to the "new institutionalism in economics."
If the market system, including the whole penumbra of legal, financial, and other enabling institutions, operates within a broader socio-cultural matrix that helps to determine the course of economic evolution, then the study of any economy, past or present, must involve a range of knowledge that reaches far beyond the focal points of conventional economic theory. (11)
Rawski's substantive essay focuses on "trends" as an important historical phenomenon.


Here he presents data on the cost of living and the real wage in three cities in the sixteenth through the eighteenth centuries.  And he points out that these data suggest several very interesting stories.  Valencia shows a steep downward trend in the real wage through 1620; but we have no data to answer the question whether this trend continues.  Vienna shows a downward trend throughout the whole three-hundred year time period; but, as Rawski points out, between 1600 and 1650 shows the opposite trend -- a fifty-year rising trend in the real wage.  So we have to be very specific in defining the time period over which we are investigating these movements, before we can say anything about the trends that exist.  This implies an important point: that we can't look at a "trend" as objective feature of history, but rather as a feature that is dependent on the frame of analysis.

At the same time, the phenomena recorded in the three graphs raise an important and interesting set of questions for the historian: what are the causes that pushed the prices of the basket of consumable up so sharply in all three cities between 1550 and 1650?  And equally important, what social consequences might these trends have had?   Was family size affected?  Were mortality statistics affected?  Did the incidence of bread riots and other forms of civil unrest increase?

Rawski's essay provides a fine tutorial for the historian on the difficulties of calculating the cost of living: index problems, data blind spots and data bias, and variation across a region.  But he also makes a clear case for why this kind of analysis is so important for historians generally -- not just economic historians: the circumstances of life that are indicated by rising rice prices or falling wages are fundamental to behavior.  So historians who want to understand how urban Austria in the 16th century or rural China in the 19th century developed in response to political and social changes need to have a good grasp of the material circumstances of the period as well.  (Robert Allen's work on the cost of living across Eurasia is an outstanding example; link.)

Other topics covered in the volume include institutions (Jon Cohen), labor economics (Susan Carter and Stephen Cullenberg), neoclassical supply and demand (Donald Deirdre McCloskey), macroeconomics (Richard Sutch), money and banking (Hugh Rockoff), and international economics (Peter Lindert).

McCloskey's treatment of economic rationality is a good place to close:
To reduce the humans in the rice market to single-minded seekers after profit does not seem to accord with common sense.  It does not.  We see ourselves failing every day to make the best decision about which food to buy or whether to change jobs. Considering that most of us wander in a fog of indecision and emotion the bright sunlight in which the rational man strides toward his goal is difficult to credit. (143)
However, McCloskey does not think that this element of realism about real actors does not make economic reasoning based on rationality a pointless exercise:
An English farmer choosing a reaping machine did not need detailed engineering specifications for each of the dozens of machines available in order to make up his mind to buy. Nor did he need perfect foresight about the future price of harvest labor.  A crude decision is rational if information to make a more subtle one is expensive. (143)
In other words: imperfect rationality is enough to get the economic theory enterprise going.

Friday, April 16, 2010

Feyerabend as artisanal scientist


I've generally found Paul Feyerabend's position on science to be a bit too extreme. Here is one provocative statement in the analytical index of Against Method:
Thus science is much closer to myth than a scientific philosophy is prepared to admit. It is one of the any forms of thought that have been developed by man, and not necessarily the best. It is conspicuous, noisy, and impudent, but it is inherently superior only for those who have already decided in favour of a certain ideology, or who have accepted it without having ever examined its advantages and its limits. And as the accepting and rejecting of ideologies should be left to the individual it follows that the separation of state and church must be supplemented by the separation of state and science, that most recent, most aggressive, and most dogmatic religious institution. Such a separation may be our only chance to achieve a humanity we are capable of, but have never fully realised.
Fundamentally my objection is that Feyerabend seems to leave no room at all for rationality in science: no scientific method, no grip for observation, and no force to scientific reasoning. A cartoon takeaway from his work is a slogan: science is just another language game, a rhetorical system, with no claim to rational force based on empirical study and reasoning.  Feyerabend seems to be the ultimate voice for the idea of relativism in knowledge systems -- much as Klamer and McCloskey seemed to argue with regard to economic theory in The Consequences of Economic Rhetoric.

This isn't a baseless misreading of Feyerabend. In fact, it isn't a bad paraphrase of Against Method. But it isn't the whole story either.  And at bottom, I don't think it is accurate to say that Feyerabend rejects the idea of scientific rationality.  Rather, he rejects one common interpretation of that notion: the view that scientific rationality can be reduced to a set of universal canons of investigation and justification, and that there is a neutral and universal set of standards of inference that decisively guide choice of scientific theories and hypotheses.  So I think it is better to understand Feyerabend as presenting an argument against a certain view in the philosophy of science rather than against science itself.

Instead, I now want to understand Feyerabend as holding something like this: that there is "reasoning" in scientific research, and this reasoning has a degree of rational credibility.  However, the reasoning that scientists do is always contextual and skilled, rather than universal and mechanical.  And it doesn't result in proofs and demonstrations, but rather a preponderance of reasons favoring one interpretation rather than another.  (Significantly, this approach to scientific justification sounds a bit like the view argued about sociological theories in an earlier posting.)

Here are a few reasons for thinking that Feyerabend endorses some notion of scientific rationality.

First, Feyerabend is a philosopher and historian of science who himself demonstrates a great deal of respect for empirical and historical detail.  The facts matter to Feyerabend, in his interpretation of the history of science.  He establishes his negative case with painstaking attention to the details of the history of science -- Newton, optics, quantum mechanics. This is itself a kind of empirical reasoning about the actual intellectual practices of working scientists. But if Feyerabend were genuinely skeptical of the enterprise of offering evidence in favor of claims, this work would be pointless.

Second, his own exposition of several scientific debates demonstrates a realist's commitment to the issues at stake. Take his discussion of the micro-mechanisms of reflection and light "rays". If there were in principle no way of evaluating alternative theories of these mechanisms, it would be pointless to consider the question. But actually, Feyerabend seems to reason on the assumption that one theory is better than another, given the preponderance of reasons provided by macro-observations and mathematical-physical specification of the hypotheses.

Third, he takes a moderate view on the relation between empirical observation and scientific theory in "How to Be a Good Empiricist":
The final reply to the question put in the title is therefore as follows. A good empiricist will not rest content with the theory that is in the centre of attention and with those tests of the theory which can be carried out in a direct manner. Knowing that the most fundamental and the most general criticism is the criticism produced with the help of alternatives, he will try to invent such alternatives. (102)
This passage is "moderate" in a specific sense: it doesn't give absolute priority to a given range of empirical facts; but neither does it dismiss the conditional epistemic weight of a body of observation.

So as a historian of science, Feyerabend seems to have no hesitation himself to engage in empirical reasoning and persuading, and he seems to grant a degree of locally compelling reasoning in the context of specific physical disputes.  And he appears to presuppose a degree of epistemic importance -- always contestable -- for a body of scientific observation and discovery.

What he seems most antagonistic to is the positivistic idea of a universal scientific method -- a set of formally specified rules that guide research and the evaluation of theories. Here is how he puts the point in "On the Limited Validity of Methodological Rules" (collected in Knowledge, Science and Relativism). 
It is indubitable that the application of clear, well-defined, and above all 'rational' rules occasionally leads to results. A vast number of discoveries owe their existence to the systematic procedures of their discoverers. But from that, it does not follow that there are rules which must be obeyed for every cognitive act and every scientific investigation. On the contrary, it is totally improbable that there is such a system of rules, such a logic of scientific discovery, which permeates all reasoning without obstructing it in any way. The world in which we live is very complex. Its laws do not lay open to us, rather they present themselves in diverse disguises (astronomy, atomic physics, theology, psychology, physiology, and the like). Countless prejudices find their way into every scientific action, making them possible in the first place. It is thus to be expected that every rule, even the most 'fundamental', will only be successful in a limited domain, and that the forced application of the rule outside of its domain must obstruct research and perhaps even bring it to stagnation. This will be illustrated by the following examples. (138)
It is the attainability of a universal, formal philosophy of science that irritates him. Instead, he seems to basically be advocating for a limited and conditioned form of local rationality -- not a set of universal maxims but a set of variable but locally justifiable practices. The scientist is an artisan rather than a machinist.  Here is a passage from the concluding chapter of Against Method:
The idea that science can, and should, be run according to fixed and universal rules, is both unrealistic and pernicious. It is unrealistic, for it takes too simple a view of the talents of man and of the circumstances which encourage, or cause, their development. And it is pernicious, for the attempt to enforce the rules is bound to increase our professional qualifications at the expense of our humanity. In addition, the idea is detrimental to science, for it neglects the complex physical and historical conditions which influence scientific change. It makes our science less adaptable and more dogmatic: every methodological rule is associated with cosmological assumptions, so that using the rule we take it for granted that the assumptions are correct. Naive falsificationism takes it for granted that the laws of nature are manifest and not hidden beneath disturbances of considerable magnitude. Empiricism takes it for granted that sense experience is a better mirror of the world than pure thought. Praise of argument takes it for granted that the artifices of Reason give better results than the unchecked play of our emotions. Such assumptions may be perfectly plausible and even true. Still, one should occasionally put them to a test. Putting them to a test means that we stop using the methodology associated with them, start doing science in a different way and see what happens. Case studies such as those reported in the preceding chapters show that such tests occur all the time, and that they speak against the universal validity of any rule. All methodologies have their limitations and the only 'rule' that survives is 'anything goes'.
His most basic conclusion is epistemic anarchism, expressed in the "anything goes" slogan, but without the apparent relativism suggested by the phrase: there is no "organon," no "inductive logic," and no "Scientific Method" that guides the creation and validation of science.  But scientists do often succeed in learning and defending important truths about nature nonetheless.

(Here is an online version of the analytical contents and concluding chapter of Against Method.  And here is a link to an article by John Preston on Feyerabend in the Stanford Encyclopedia of Philosophy.)

Sunday, February 28, 2010

Rawls and decision theory


John Rawls's A Theory of Justice was a strikingly original contribution to political philosophy upon its appearance in 1971.  Against the prevailing preference for "meta-ethics" in the field of philosophical ethics, Rawls made an effort to arrive at substantive, non-tautological principles that could be justified as a sort of "moral constitution" for a just society.  The theory involves two fundamental principles of justice: the liberty principle, guaranteeing maximal equal liberties for all citizens, and the difference principle, requiring that social and economic inequalities should be the least possible, subject to the constraint of maximizing the position of the least-well-off.  (The principle also requires equality of opportunity for all positions.)

Two elements of Rawls's philosophical argument were particularly striking.  The first was his adoption of the anti-foundationalist coherence epistemology associated with Quine and Goodman (SEP article by Jonathan Kvanvig); so Rawls conceded that it is not possible to provide logically decisive arguments for moral positions.  Though his theory of justice has much in common with the ideas of Kant and Rousseau, Rawls rejected the Kantian idea that moral theories could be given secure philosophical foundation.  It is rather a question of the overall fit between a set of principles and our "considered judgments" about cases and mid-level moral judgments.  He refers to the situation of "reflective equilibrium" as the state of affairs that results when a moral reasoner has fully deliberated about his/her considered moral judgments and tentative moral principles, adjusting both until no further changes are required by the requirement of consistency.

Another and perhaps even more distinctive part of Rawls's approach is his use of the apparatus of decision theory to support his arguments in favor of the two principles of justice against plausible alternatives (including especially utilitarianism).  Essentially the argument goes along these lines.  Suppose that representative individuals are brought together in a situation in which they are expected to make a unanimous and irreversible decision about the fundamental principles of justice that will regulate their society; and suppose they are profoundly ignorant about their own particular characteristics.  Participants do not know whether they are talented, strong, intelligent, or eloquent; and they do not know what their fundamental goals are (their theories of the good).  Rawls refers to this situation of choice as the original position; and he refers to the participants as deliberating behind the veil of ignorance.  Rawls argues that rational individuals in these circumstances would unanimously choose the two principles of justice over utilitarianism.  And this conclusion is taken to be a strong basis of support for the two principles as correct.  This is what qualifies Rawls's theory as falling within the social contract tradition; the foundation of justice is the fact of unanimous rational consent (albeit hypothetical).

Once we connect the question, "what is the best theory of justice?", with the question, "what principles of justice would rationally self-interested persons choose?", there are various ways we might proceed.  Rawls's description of the original position is just one possible starting point out of several.  But if we begin with Rawls's assumptions, then it is natural to turn to formal decision theory as a basis for answering the question.  How should rational agents reason in these circumstances?  How should they decide which of several options will best serve their future interests?  And one point becomes clear immediately: the choice of a decision rule makes a critical difference for the ultimate choice.  If we were to imagine that decision-making under conditions of uncertainty mandates the "maximize expected utility" rule, then one choice follows (utilitarianism).  But Rawls argues that the expected utility rule is not rational in the circumstances of the original position.  The stakes are too high for each participant.  And therefore he argues that the "maximin" rule would be chosen by rational participants in the circumstances of the original position.  The maximin rule requires that we rank options by their worst possible outcome; and we choose that option that comes with the least bad outcome.  In other words, we "maximize the minimum." (The maximin rule was described by von Neumann and Morgenstern in 1944 in their Theory of Games and Economic Behavior.)

Notice that this analysis involves a question of second-order rationality: not "what outcome would the rational agent choose?", but rather "what decision rule would the rational agent follow?".  So it is the rationality of the decision rule rather than the rationality of the choice that is at issue.

Another important qualification has to do with defining more carefully what part of the theory of rationality Rawls is using in this argument.  It is sometimes said that Rawls applies game theory to the situation of the original position; and there is a certain logic to this interpretation.  Game theory is the theory of strategic rationality; it pertains to that set of situations in which the payoff for one participant depends on the rational choices of other participants. And the original position seems to embody this condition.  However, the requirement of unanimity and the complete absence of a context of bargaining makes the situation non-strategic.  So Rawls's use of rational choice theory does not involve game theory per se, and he is not interested in demonstrating a Nash equilibrium in the OP.  Instead, he believes that there is a single best strategy that will be chosen by each individual--the two principles of justice.  (Here is a good brief description of the main assumptions of game theory.)

One might ask whether the two features singled out here -- anti-foundationalism and decision theory -- are consistent.  If Rawls's theory of justice depends on an argument within formal decision theory, then why is it not a foundationalist argument?  (And in fact, Rawls on occasion refers to his argument as reflecting a "kind of moral geometry".)  What makes Rawls's use of decision theory "anti-foundationalist" is the fact that this argument itself is philosophically contestable.  Reasonable decision theorists may differ about the rationality of the maximin rule (as John Harsanyi argued against Rawls).  So the appeal to decision theory does not obviate the need for a balance of reasons in favor of the approach and the particular way in which it is specified in this situation; and this in turn sounds a lot like the role of physical theory and methodology within Quine's notion of "The Web of Belief."

(A mountain of words have been written about Rawls's moral epistemology.  Here is Samuel Freeman's excellent article on the original position in the Stanford Encyclopedia of Philosophy; here is a useful compendium of the history of rational choice theory; and here is an old article of mine on the epistemology of reflective equilibrium.)

Thursday, July 23, 2009

How good is deliberative democracy?


The basic idea of deliberative democracy is an appealing one. Suppose we are faced with this basic problem of social choice. There is an important issue facing a community. There are a small number of policy options that might be chosen. The community wants to choose among these options "democratically." There are several ways in which this task might be approached. First, the options might simply be rank-ordered by a referendum. It takes an hour, the votes are counted, and a decision is reached. "The ayes have it." Or, second, the options might be the subject of an extensive community-based forum, involving substantial debate and discussion of each option. Then, at the end of the period of debate, the community might be asked to select its preferred option -- this time, however, in a context in which voters have adjusted their thinking according to the facts and values that were involved in the discussion. Citizens have learned from each other, and many have changed their prior beliefs and preferences.

The approach that starts and ends with voting among alternatives has a major shortcoming: no one gets a chance to make persuasive arguments to other citizens; no one has the opportunity of having his/her own beliefs challenged; no one is exposed to new facts or novel considerations that might make a difference in the choice. In other words, the "vote first" approach simply takes people's preferences and beliefs as fixed, and looks at the problem of choice as simply one of aggregating these antecedent preferences.

The deliberative approach, by contrast, looks at belief formation as itself a cumulative and reasonable process; one in which the individual needs to have the opportunity to think through the facts and values that surround the choice; and, crucially, one in which exposure to other people's reasoning is an important part of arriving at a sound conclusion.

Notice how different this process is by comparison with the talk radio paradigm -- short blasts of opinion by people whose opinions are already fully cast in concrete; no opportunity for "listening for learning" among the participants; no willingness to keep an open mind in consideration of a factually and morally complex issue.

It seems intuitively persuasive that a belief in democracy ought to lead to a belief in deliberative democracy: informed and reflective preferences expressed by citizens who have taken the time to listen to the views of their fellow citizens. The advantages of deliberative democracy might include several good things:
  • a greater likelihood of a good decision (because citizens do a more adequate job of canvassing the facts and values that ought to guide the decision);
  • a deeper understanding of the idea of rational deliberation about what to do; and
  • a greater likelihood of mutual understanding and consensus among citizens.
The first point is a version of the idea of the wisdom of the crowd; by surfacing the beliefs, values, and perspectives of numerous people we are enabled to arrive at a more adequate understanding of the complexities of the problem at hand. The second point expresses the intuition that rationality doesn't concern itself merely with finding the best means of accomplishing a given end, but also in deliberating about the ends themselves. The third point is a version of Rousseau's idea of the general will or Rawls's idea of reflective equilibrium: the idea that citizens will come to a shared understanding of each other's reasoning and to something closer to agreement, by engaging in spirited dialogue with each other. So a political community is one that has engaged in deep and respectful dialogue. And a deliberative community will be a stable community with bonds of civility that sustain it through rancorous issues. This appears to be Rawls's view in Political Liberalism. (Though for a contrary view about the value of deliberative democracy, see Ian Shapiro's The State of Democratic Theory.)

James Fishkin has written quite a bit on the subject of deliberative democracy, from the level of pure normative theory to the level of practical implementation. See When the People Speak: Deliberative Democracy and Public Consultation and Debating Deliberative Democracy. On the practical end of the spectrum, Fishkin has developed a technique he refers to as "deliberative polling" -- "a technique which combines deliberation in small group discussions with scientific random sampling to provide public consultation for public policy and for electoral issues" (link). Here is how the technique is described:
Deliberative Polling® is an attempt to use television and public opinion research in a new and constructive way. A random, representative sample is first polled on the targeted issues. After this baseline poll, members of the sample are invited to gather at a single place for a weekend in order to discuss the issues. Carefully balanced briefing materials are sent to the participants and are also made publicly available. The participants engage in dialogue with competing experts and political leaders based on questions they develop in small group discussions with trained moderators. Parts of the weekend events are broadcast on television, either live or in taped and edited form. After the deliberations, the sample is again asked the original questions. The resulting changes in opinion represent the conclusions the public would reach, if people had opportunity to become more informed and more engaged by the issues. link
The goal of this method is to allow the researcher to infer to a hypothetical result: what values, judgments, or choices would a group of citizens have arrived at if they had undergone an extensive process of deliberation about the issue? For example, the technique has been applied to the question of Vermont's energy future:
The Deliberative Poll® questioned an initial random sample of Vermonters, recruited them to spend a weekend deliberating the issues of how Vermont should meet its future electricity needs, and then questioned them again at the conclusion of the weekend sessions. The results addressed a large number of policy issues: for example, what reliance should be placed on energy efficiency and on energy from various sources like wind, nuclear, and hydro in meeting Vermont’s future electricity needs; whether the state should continue to buy energy from existing suppliers and whether the state should rely more on a few large central facilities or a larger number of smaller and more geographically distributed ones. (link)
The approach offers several things: first, a concrete tool for approximating a deliberative process; but second, and more important, some concrete empirical evidence permitting assessment of the foundational question -- does a process of deliberation change citizens' attitudes, beliefs, and preferences? And the answer appears to be "yes": deliberation influences ultimate choices. (It is worth visiting the website for the Center for Deliberative Democracy at Stanford University.)

Here is another interesting example -- a current effort to gain more insight into informed public opinion about a highly complex issue: the principles on the basis of which U.S. citizens make judgments about what health conditions ought to be included in healthcare coverage. The Center for Healthcare Decisions in California (link) recently released the results of a study on citizens' values surrounding healthcare policy. The study is "What Matters Most: Californians' Priorities for Healthcare Coverage," and it is an effort to get a more nuanced understanding of the considerations that citizens appeal to in trying to sort out issues of health policy. The study involved interviews with hundreds of respondents, based on a number of vignettes describing healthcare needs. The respondents were asked to recommend rate the priority of the vignette for inclusion within the list of conditions covered by a health plan. For example:
Scenario: A 24-year-old woman has long- standing asthma that prevents her from being active. With an inhaler and medications, she can live a more normal life.
Questions: 1) On a scale of 1 to 10, what priority would you give to cover this if you were designing a health plan for a general population in California? 2) Given that the more that health insurance covers, the more the plan may cost you and others, would you want health insurance to cover this service or not?

Researchers then followed up with focus group discussions of the same vignettes in order to arrive at a better understanding of the underlying reasoning that seemed to be at work. The results are fascinating; there is a nuanced but principled set of values that seem to guide most people's judgments about the vignettes. The executive summary is here.

Both these approaches are interesting for much the same reason: they provide a basis for delving more deeply into the reasoning and values that citizens use when they arrive at judgments about complex and important issues. And they suggest ways in which some of the guiding intuitions underlying the theory of deliberative democracy might be introduced into practical political processes.

Is it realistic to imagine that deliberative democracy might become more of our customary way of making decisions about complex issues?




Thursday, July 16, 2009

MacIntyre and Taylor on the human sciences


There is a conception of social explanation that provides a common starting point for quite a few theories and approaches in a range of the social sciences. I'll call it the "rational, material, structural" paradigm. It looks at the task of social science as the discovery of explanations of social outcomes; and it brings an intellectual framework of purposive rationality, material social factors, and social structures exercising causal influence on individuals as the foundation of social explanation. Rational choice theory, Marxian economics, historical sociology, and the new institutionalism can each be described in roughly these terms: show how a given set of outcomes are the result of purposive choices by individuals within a given set of material and structural circumstances. These approaches depend on a highly abstracted description of human agency, with little attention to deep and important differences in agency across social, cultural, and historical settings. "Agents like these, in structures like those, produce outcomes like these." This is a powerful and compelling approach; so it is all the more important to recognize that there are other possible starting points for the social sciences.

In fact, this approach to social explanation stands in broad opposition to another important approach, the interpretivist approach. On the interpretive approach, the task of the human sciences is to understand human activities, actions, and social formations as unique historical expressions of human meaning and intention. Individuals are unique, and there are profound differences of mentality across historical settings. This "hermeneutic" approach is not interested in discovering causes of social outcomes, but instead in piecing together an interpretation of the meanings of a social outcome or production. This contrast between causal explanation and hermeneutic interpretation ultimately constitutes a major divide between styles of social thinking. (Yvonne Sherratt provides a very fine introduction to this approach; Continental Philosophy of Social Science.) Max Ringer, one of Weber's most insightful intellectual biographers, places this break at the center of Weber's development in the early twentieth century (Max Weber's Methodology: The Unification of the Cultural and Social Sciences). (See earlier discussions of two strands of thought in the philosophy of social science; link, link, link.)

On this approach, all social action is framed by a meaningful social world. To understand, explain, or predict patterns of human behavior, we must first penetrate the social world of the individual in historical concreteness: the meanings he/she attributes to her environment (social and natural); the values and goals she possesses; the choices she perceives; and the way she interprets other individuals' social action. Only then will we be able to analyze, interpret, and explain her behavior. But now the individual's action is thickly described in terms of the meanings, values, assumptions, and interpretive principles she employs in her own understanding of her world.

Most of the arguments in support of interpretive approaches to the human sciences have come from the continental tradition -- Dilthey, Ricoeur, Gadamer, Habermas. So let's consider two philosophers who have made original contributions to the historicist and interpretivist side of the debate, within the Anglo-American tradition. Consider first Alasdair MacIntyre's discussion of the possibility of comparative theories of politics ("Is a science of comparative politics possible?" in Alan Ryan, ed., The Philosophy of Social Explanation). MacIntyre poses the problem in these terms: "I shall be solely interested in the project of a political science, of the formulation of cross cultural, law-like causal generalizations which may in turn be explained by theories" (172). And roughly, MacIntyre's answer is that a science of comparative politics is not possible, because actions, structures, and practices are not directly comparable across historical settings. The Fiat strike pictured above is similar in some ways to a strike against General Motors or Land Rover in different times and places; but the political cultures, symbolic understandings, and modes of behavior of Italian, American, and British auto workers are profoundly different.

MacIntyre places great emphasis on the densely interlinked quality of local concepts, social practices, norms, and self ascriptions, with the implication that each practice or attitude is inextricably dependent on an ensemble of practices, beliefs, norms, concepts, and the like that are culturally specific and, in their aggregate, unique. Thus MacIntyre holds that as simple a question as this: "Do Britons and Italians differ in the level of pride they take in civic institutions?" is unanswerable because of cultural differences in the concept of pride (172-73).
Hence we cannot hope to compare an Italian's attitude to his government's acts with an Englishman's in respect of the pride each takes; any comparison would have to begin from the different range of virtues and emotions incorporated in the different social institutions. Once again the project of comparing attitudes independently of institutions and practices encounters difficulties. (173-74)
These points pertain to difficulties in identifying political attitudes cross-culturally. Could it be said, though, that political institutions and practices are less problematic? MacIntyre argues that political institutions and practices are themselves very much dependent on local political attitudes, so it isn't possible to provide an a-historical specification of a set of practices and institutions:
It is an obvious truism that no institution or practice is what it is, or does what it does, independently of what anyone whatsoever thinks or feels about it. For institutions and practices are always partially, even if to differing degrees, constituted by what certain people think and feel about them. (174)
So interpretation is mandatory -- for institutions no less than for individual behavior. So MacIntyre's position is disjunctive. He writes:
My thesis . . . can now be stated distinctively: either such generalizations about institutions will necessarily lack the kind of confirmation they require or they will be consequences of true generalizations about human rationality and not part of a specifically political science. (178)
Now turn to Charles Taylor in another pivotal essay, "Interpretation and the sciences of man" (Philosophical Papers: Volume 2, Philosophy and the Human Sciences). Taylor's central point is that the subject matter of the human sciences -- human actions and social arrangements -- always require interpretation. It is necessary for the observer to attribute meaning and intention to the action -- features that cannot be directly observed. He asks whether there are "brute data" in the human sciences -- facts that are wholly observational and require no "interpretation" on the part of the scientist (19)? Taylor thinks not; and therefore the human sciences require interpretation from the most basic description of data to the fullest historical description.
To be a full human agent, to be a person or a self in the ordinary meaning, is to exist in a space defined by distinctions of worth. . . . My claim is that this is not just a contingent fact about human agents, but is essential to what we would understand and recognize as full, normal human agency. (3)
Thus, human behaviour seen as action of agents who desire and are moved, who have goals and aspirations, necessarily offers a purchase for descriptions in terms of meaning what I have called "experiential meaning". (27)
One way of putting Taylor's critique of "brute data" is the idea that human actions must be characterized intentionally (34 ff.) in terms of the intentions and self understanding of the agent and that such factors can only be interpreted, not directly observed.
My thesis amounts to an alternative statement of the main proposition of interpretive social science, that an adequate account of human action must make the agents more understandable. On this view, it cannot be a sufficient objective of social theory that it just predict . . . the actual pattern of social or historical events. . . . A satisfactory explanation must also make sense of the agents. (116)
Taylor's discussion of ethnocentricity is important, since it provides a way out of the hermeneutic circle. He believes it is possible to interpret the alien culture without simply covertly projecting our categories onto the alien; and this we do through meaningful conversation with the other (124-25). This is a point that seems to converge with Habermas's notion of communicative action (The Theory of Communicative Action, Volume 1: Reason and the Rationalization of Society).

It isn't entirely clear how radically Taylor intends his argument. Is it that all social science requires interpretation, or that interpretation is a legitimate method among several? Is there room for generalizations and theories within Taylor's interpretive philosophy of social science? What should social science look like on Taylor's approach? Will it offer explanations, generalizations, models; or will it be simply a collection of concrete hermeneutical readings of different societies? Does causation have a place in such a science? (He says more about the role of theory in "Neutrality in political science"; Philosophical Papers: Volume 2, Philosophy and the Human Sciences, 63.)

Both MacIntyre and Taylor are highlighting an important point: human actions reflect purposes, beliefs, emotions, meanings, and solidarities that cannot be directly observed. And human practices are composed of the actions and thoughts of individual human actors -- with exactly this range of hermeneutic possibilities and indeterminacies. So the explanation of human action and practice presupposes some level of interpretation. There is no formula, no universal key to human agency, that permits us to "code" human behavior without the trouble of interpretation.

This said, I would still judge that the "rational, material, structural" paradigm with which we began has plenty of scope for application. For some purposes and in many historical settings, it is possible to describe the actor's state of mind in more abstract terms: he/she cares about X, Y, Z; she believes A, B, C; and she reasons that W is a good way of achieving a satisfactory level of attainment of the goods she aims at. In other words, purposive agency, within an account of the opportunities and constraints that surround action, provides a versatile basis for social action. And this is enough for much of political science, Marxist materialism, and the new institutionalism.

Friday, January 16, 2009

Unintended consequences


International relations studies offer plentiful examples of the phenomenon of unintended consequences -- for example, wars that break out unexpectedly because of actions taken by states to achieve their security, or financial crises that erupt because of steps taken to avert them. (The recent military escalations in Pakistan and India raise the specter of unintended consequences in the form of military conflict between the two states.) But technology development, city planning, and economic development policy all offer examples of the occurrence of unintended consequences deriving from complex plans as well.

Putting the concept schematically -- an actor foresees an objective to be gained or an outcome to be avoided. The actor creates a plan of action designed to achieve the objective or avert the undesired outcome. The plan is based on a theory of the causal and social processes that govern the domain in question and the actions that other parties may take. The plan of action, however, also creates an unforeseen or unintended series of developments that lead to a result that is contrary to the actor's original intentions.

It's worth thinking about this concept a bit. An unintended consequence is different than simply an undesired outcome; a train wreck or a volcano is not an unintended consequence, but rather simply an unfortunate event. Rather, the concept fits into the framework of intention and purposive action. An unintended consequence is a result that came about because of deliberate actions and policies that were set in train at an earlier time -- so an unintended consequence is the result of deliberate action. But the outcome is not one of the goals to which the plan or action was directed; it is "unintended". In other words, analysis of the concept of unintended consequences fits into what we might call the "philosophy of complex action and planning." (Unlikely as this sub-specialty of philosophy might sound, here's a good example of a work in this field by Michael Bratman, Intention, Plans, and Practical Reason. Robert Merton wrote about the phenomenon of unintended consequences quite a bit, based on his analysis of the relationships between policy and social science knowledge, in Social Theory and Social Structure.)

But there is also an element of paradox in our normal uses of the concept of an unintended consequence -- the suggestion that plans of action often contain elements that work out to defeat them. The very effort to bring about X creates a dynamic that frustrates the achievement of X. This is suggested by the phrase, the "law of unintended consequences." (I think this is what Hegel refers to as the cunning of reason.)

There is an important parallel between unintended and unforeseen consequences, but they are not the same. A harmful outcome may have occurred precisely because because it was unforeseen -- it might have been easily averted if the planner had been aware of it as a possible consequence. An example might be the results of the inadvertent distribution of a contaminant in the packaging of a food product. But it is also possible that an undesired outcome is both unintended but also fully foreseen. An example of this possibility is the decision of state legislators to raise the speed limit to 70 mph. Good and reliable safety statistics make it readily apparent that the accident rate will rise. Nonetheless the officials may reason that the increase in efficiency and convenience more than offsets the harm of the increase in the accident rate. In this case the harmful result is unintended but foreseen. (This is the kind of situation where cost-benefit analysis is brought to bear.)

Is it essential to the idea of unintended consequences that the outcome in question be harmful or undesirable? Or is the category of "beneficial unintended consequence" a coherent one? There does seem to be an implication that the unintended consequence is one that the actor would have avoided if possible, so a beneficial unintended consequence violates this implicature. But I suppose we could imagine a situation like this: a city planner sets out to design a park that will give teenagers a place to play safely, increase the "green" footprint of the city, and draw more families to the central city. Suppose the plan is implemented and each goal is achieved. But it is also observed that the rate of rat infestation in surrounding neighborhoods falls dramatically -- because the park creates habitat for voracious rat predators. This is an unintended but beneficial consequence. And full knowledge of this dynamic would not lead the planner to revise the plan to remove this feature.

The category of "unintended but foreseen consequences" is easy to handle from the point of view of rational planning. The planner should design the plan so as to minimize avoidable bad consequences; then do a cost-benefit analysis to assess whether the value of the intended consequences outweighs the harms associated with the unintended consequences.

The category of consequences of a plan that are currently unforeseen is more difficult to handle from the point of view of rational decision-making. Good planning requires that the planner make energetic efforts to canvass the consequences the plan may give rise to. But of course it isn't possible to discover all possible consequences of a line of action; so the possibility always exists that there will be persistent unforeseen negative consequences of the plan. The most we can ask, it would seem, is that the planner should exercise due diligence in exploring the most likely collateral consequences of the plan. And we might also want the planner to incorporate some sort of plan for "soft landings" in cases where unforeseen negative consequences do arise.

Finally, is there a "law of unintended consequences", along the lines of something like this:
"No matter how careful one is in estimating the probable consequences of a line of action, there is a high likelihood that the action will produce harmful unanticipated consequences that negate the purpose of the action."
No; this statement might be called "reverse teleology" or negative functionalism, and certainly goes further than empirical experience or logic would support. The problem with this statement is the inclusion of the modifier "high likelihood". Rather, what we can say is this:
"No matter how careful one is in estimating the probable consequences of a line of action, there is the residual possibility that the action will produce harmful unanticipated consequences that negate the purpose of the action."
And this statement amounts to a simple, prudent observation of theoretical modesty: we can't know all the possible results of an action undertaken. Does the possibility that any plan may have unintended harmful consequences imply that we should not act? Certainly not; rather, it implies that we should be as ingenious as possible in trying to anticipate at least the most likely consequences of the contemplated actions. And it suggests the wisdom of action plans that make allowances for soft landings rather than catastrophic failures.

(Writers about the morality of war make quite a bit about the moral significance of consequences of action that are unintended but foreseen. Some ethicists refer to the principle of double effect, and assert that moral responsibility attaches differently to intended versus unintended but foreseen consequences. The principles of military necessity and proportionality come into the discussion at this point. There is an interesting back-and-forth about the doctrine of double effect in the theory of just war in relation to Gaza on Crooked Timber and Punditry.)

Wednesday, July 23, 2008

Action and its causes

What is an action? And, eventually, what role does action play in history?

There is a large philosophical arena that focuses on the first part of this question. And basically, it comes down to "persons intervening intentionally". Persons commit actions. Persons have beliefs, desires, intentions, plans, and goals; they have reasons for what they do; they have emotions and aversions; they have habits. Persons also have freedom: they have the ability to choose to act or not to act, in typical circumstances.

These components all support the idea of the agent as a conscious, intentional intervener: the agent intervenes in the world in some way, in order to bring about an outcome that he/she desires or intends, based on her beliefs about the causal relationships that exist between the intervention and the outcome. Purpose, beliefs, freedom to choose, and selected intervention fit together as an integrated ideal type of "action".

This construction fits together into the Aristotelian idea of purposive action, or rational-intentional action.  But consider a few variations of individual behavior that seem to cut in a different direction: behavior following a script, reflexive or instinctive behavior, impulsive behavior, self-destructive behavior, self-deceptive behavior, possessed behavior, coerced behavior.  In each instance we lose an element that plays a key role in the purposive/intentional description of action above: self-direction, intentionality, self-control, rational goals and purposes, and freedom. We might take these instances to describe cases of behavior that fall short of "action"; or we might hold that there is a range of degrees of intentionality associated with action, from fully free and deliberative choice to programmed or impulsive behaviors.

So the traditional rational-intentional theory of action remains a partial view.  In addition to rational-intentional action and its variants, we can think of a range of other varieties that have little in common with this goal-directed model: expressive action, role-driven action, dramaturgical action, emotional action, ....  (I believe that Bourdieu's conception of habitus falls in this general domain.)  Here we have a number of paradigms of action that we can observe in everyday life, that provide an intelligible understanding of "what is she doing, and why?", and that appear to have a fundamentally different structure from the rational-intentional model. These actions express or enact rather than aim; or if they have an aim, it is to create a certain effect in the viewer.

We thus need to broaden the definition of action.  We might say more generally that "action" is a particular construction of "behavior" -- it is an event of individual behavior that derives from a person's mentality (as opposed to a conditioned response, a reflex, or a Manchurian candidate device).  But the facts about mentality that can underlie an action are diverse: purposes, goals, allegiances, passions, features of identity, a sense of history, and aspects of role self-ascription, for example.

Now turn to the question of interpretation.  The wide range of possible mental contexts of behavior means that the task of interpretation is a challenging one.  The intellectual task of interpretation is to arrive at an understanding of the agent's behavior as action.  This means arriving at a theory or construction attributing mental states to the actor that come together in such a way as to produce the action that was performed.  Perhaps we might interpret Richard Nixon's final year in office as the resultant of several distinct mental activities and states: self-deception, rational calculation, an emotional unwillingness to be defeated, and a degree of weakness of the will.  Or consider Emmanuel Le Roy Ladurie's interpretation of the actions of dozens of people in a massacre in Romans in 1580 in Le Carnaval De Romans De La Chandeleur. The actions seem prima facie incomprehensible; so the historian's task is to arrive at an interpretation of the beliefs, impulses, group dynamics, and practices that existed at the time in the context of which the actions "make sense." (See Paul Ricoeur and John Thompson's Hermeneutics and the Human Sciences: Essays on Language, Action and Interpretation.)

If we take the view that social outcomes are ultimately the result of the actions of individuals, then we plainly need to have a more nuanced and satisfactory framework of analysis within which to understand "action".  Rational-choice theory is one such framework; Aristotelian theory of deliberation is a somewhat broader framework.  But it is plain that the origins, motives, dynamics, and meanings of individual actions are broader and more heterogeneous than these rational-intentional theories would suggest.  Purposive action is an important part of the story of social action -- but it is only a part.