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« Causal consulting | Main | Virtual Stock Markets - Proving the Powerlaw? »

21 December 2005

Auld lang syne: networks as behavioral flows

Over this holiday season, as many of you go somewhere, or are the destination for others, I hope you will be thinking about social networks. In particular, I hope you will think about social networks using a different metaphor than is usually applied in the field. The dominant way of thinking about networks, still, is as a slow-changing structure that enables/constrains behavior, and/or through which things circulate. While I think that this metaphor has value, this season think about “the network� as a set of relational behavioral flows, where you engage in some set of behaviors (visiting, writing Christmas cards, e-mailing, etc) vis-à-vis other people. A relationship is thus simply a particular behavior at a particular moment in time, and networks are simply the accumulation of these moments over time for some set of people. Networks, thus viewed, may exhibit certain types of properties, e.g., periodicity. Nathan Eagle of the Media Lab (with Sandy Pentland), has done some particularly nifty work with devices that measure interactions (“sociometers�), demonstrating the kinds of periodicity one may see among people who work together. Holiday travel is another example, where certain pairs (and larger order aggregations) may tend to get together at a particular time of year over an extended period. Further, certain types of events (e.g., graduating, getting a new job, etc), through this lens, are simply correlates of dramatic changes in these behavioral flows.

This metaphor, I think, can take you some places that a structural metaphor cannot—e.g., in understanding the spread of things through the system. Further, in turn, it can strengthen the structural metaphor by understanding the micro-behavioral foundations of certain relationships. E.g., Eagle finds that friends have systematically different relational flows than non-friends. The relational flow metaphor also highlights sequence in a way that is invisible in the structural metaphor. This is something that David Gibson (formerly of Harvard, now at Penn) has done some nice work on (Mazel tov to David and Ann on the new addition to their family, btw!).

Just something to think about as you are sitting down for your holiday meal, and singing auld lang syne (which itself is about the ebb and flow of relationships).

Refs:

Gibson, David R. 2005. "Concurrency and Commitment: Network Scheduling and its Consequences for Diffusion." Journal of Mathematical Sociology 29:295-323

http://www.nathaneagle.com/

Posted by David Lazer at December 21, 2005 7:54 AM

Comments

... thus, with the formulation described, we have both stocks - the network structure - and flows - the 'relational flows' described. This is surely of the essence, if we are to have both elements that human cognition seems to require for drawing a complete picture - structure and flow.

Posted by: David Allen at December 21, 2005 10:48 AM

BTW, one clarification on my posting. What I mean by behavioral relational flows is just regarding how relational behavior changes over time, not what "flows" over a relationship (e.g., information, exchange, etc).

Posted by: David Lazer at December 21, 2005 11:03 AM

Yes, and that puts front and center a choice, as we think about SNA as a tool that may offer dynamic analysis (beyond comparative statics): In such dynamics, what will be the flows? the now-traditional information and exchange? or ‘relational flows’?

My take on relational flows: the state of a given relationship at snapshots across time. How close am I?

With that definition, I am tempted to relational flows as the ‘flow’ for analysis. Or, do ‘good’ dynamics need to fit in both sorts of flow?

Then the next question could be, What limits and opportunities, conceptually and analytically, would a given formulation present?

Posted by: David Allen at December 22, 2005 1:55 PM

I'll use David L.'s posting as an excuse to plug this work a bit more. As a student of Harrison White's I was constantly confronted with the idea that structure blocks action--that one's position in an enduring structure of obligations and expectations thwarts attempts at behavior which does more than reproduce that structure. Being contrary I went on to turn this on its head, and to write two papers on how action blocks structure--or, to be more precise, how constraints on action complicate the translation of structural propensities (e.g. to socialize with particular people) into tie enactments (actually socializing). One is the paper David cited, where scheduling constraints (if you're here you can't be somewhere else) intercede between a latent network of propensities to spend time with particular people and the enacted network of encounters, along with diffusion based on that. The other is

Gibson, David R. 2005. "Taking Turns and Talking Ties: Network Structure and Conversational Sequences." American Journal of Sociology 110:1561-97

in which the action constraints are those rooted in conversation, particularly the one-speaker rule and sequential constraints related to the reactive nature of conversational talk.

A third paper explores the same idea in a very different way. A thought can be imagined as a network of discrete ideas, where ties signify implication. Thoughts are turned into verbal action (speech) through the process of linearization, involving grammatical rules and psychological constraints and conversational norms. Given enough time these constraints might not prevent someone from speaking their mind but in conversation other people can interrupt, in consequence of which one’s heard utterance may be a distorted version of what was intended. The paper, which technically should be in print by tomorrow but presumably won’t be, is:

Gibson, David R. “Opportunistic Interruptions: Interactional Vulnerabilities Deriving from Linearization.� Forthcoming, Social Psychology Quarterly (December 2005 I think but otherwise look for it in March).

Posted by: David Gibson at December 29, 2005 5:54 AM

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