Tag Archives: stratification

Influence and Butterflies

Seems like “influence” is a key theme in social media, these days. An example among several others:

Influenceur, autorité, passeur de culture ou l’un de ces singes exubérants | Mario tout de go.

In that post, Mario Asselin brings together a number of notions which are at the centre of current discussions about social media. The core notion seems to be that “influence” replaces “authority” as a quality or skill some people have, more than others. Some people are “influencers” and, as such, they have a specific power over others. Such a notion seems to be widely held in social media and numerous services exist which are based on the notion that “influence” can be measured.
I don’t disagree. There’s something important, online, which can be called “influence” and which can be measured. To a large extent, it’s related to a large number of other concepts such as fame and readership, popularity and network centrality. There are significant differences between all of those concepts but they’re still related. They still depict “social power” which isn’t coercive but is the basis of an obvious stratification.
In some contexts, this is what people mean by “social capital.” I originally thought people meant something closer to Bourdieu but a fellow social scientist made me realise that people are probably using Putnam’s concept instead. I recently learnt that George W. Bush himself used “political capital” in a sense which is fairly similar to what most people seem to mean by “social capital.” Even in that context, “capital” is more specific than “influence.” But the core notion is the same.
To put it bluntly:
Some people are more “important” than others.
Social marketers are especially interested in such a notion. Marketing as a whole is about influence. Social marketing, because it allows for social groups to be relatively amorphous, opposes influence to authority. But influence maintains a connection with “top-down” approaches to marketing.
My own point would be that there’s another kind of influence which is difficult to pinpoint but which is highly significant in social networks: the social butterfly effect.
Yep, I’m still at it after more than three years. It’s even more relevant now than it was then. And I’m now able to describe it more clearly and define it more precisely.
The social butterfly effect is a social network analogue to the Edward Lorenz’s well-known “butterfly effect. ” As any analogy, this connection is partial but telling. Like Lorenz’s phrase, “social butterfly effect” is more meaningful than precise. One thing which makes the phrase more important for me is the connection with the notion of a “social butterfly,” which is both a characteristic I have been said to have and a concept I deem important in social science.
I define social butterflies as people who connect to diverse network clusters. Community enthusiast Christine Prefontaine defined social butterflies within (clustered) networks, but I think it’s useful to separate out network clusters. A social butterfly’s network is rather sparse as, on the whole, a small number of people in it have direct connections with one another. But given the topography of most social groups, there likely are clusters within that network. The social butterfly connects these clusters. When the social butterfly is the only node which can connect these clusters directly, her/his “influence” can be as strong as that of a central node in one of these clusters since s/he may be able to bring some new element from one cluster to another.
I like the notion of “repercussion” because it has an auditory sense and it resonates with all sorts of notions I think important without being too buzzwordy. For instance, as expressions like “ripple effect” and “domino effect” are frequently used, they sound like clichés. Obviously, so does “butterfly effect” but I like puns too much to abandon it. From a social perspective, the behaviour of a social butterfly has important “repercussions” in diverse social groups.
Since I define myself as a social butterfly, this all sounds self-serving. And I do pride myself in being a “connector.” Not only in generational terms (I dislike some generational metaphors). But in social terms. I’m rarely, if ever, central to any group. But I’m also especially good at serving as a contact between people from different groups.
Yay, me! 🙂
My thinking about the social butterfly effect isn’t an attempt to put myself on some kind of pedestal. Social butterflies typically don’t have much “power” or “prestige.” Our status is fluid/precarious. I enjoy being a social butterfly but I don’t think we’re better or even more important than anybody else. But I do think that social marketers and other people concerned with “influence” should take us into account.
I say all of this as a social scientist. Some parts of my description are personalized but I’m thinking about a broad stance “from society’s perspective.” In diverse contexts, including this blog, I have been using “sociocentric” in at least three distinct senses: class-based ethnocentrism, a special form of “altrocentrism,” and this “society-centred perspective.” These meanings are distinct enough that they imply homonyms. Social network analysis is typically “egocentric” (“ego-centred”) in that each individual is the centre of her/his own network. This “egocentricity” is both a characteristic of social networks in opposition to other social groups and a methodological issue. It specifically doesn’t imply egotism but it does imply a move away from pre-established social categories. In this sense, social network analysis isn’t “society-centred” and it’s one reason I put so much emphasis on social networks.
In the context of discussions of influence, however, there is a “society-centredness” which needs to be taken into account. The type of “influence” social marketers and others are so interested in relies on defined “spaces.” In some ways, if “so-and-so is influential,” s/he has influence within a specific space, sphere, or context, the boundaries of which may be difficult to define. For marketers, this can bring about the notion of a “market,” including in its regional and demographic senses. This seems to be the main reason for the importance of clusters but it also sounds like a way to recuperate older marketing concepts which seem outdated online.
A related point is the “vertical” dimension of this notion of “influence.” Whether or not it can be measured accurately, it implies some sort of scale. Some people are at the top of the scale, they’re influencers. Those at the bottom are the masses, since we take for granted that pyramids are the main models for social structure. To those of us who favour egalitarianism, there’s something unpalatable about this.
And I would say that online contacts tend toward some form of egalitarianism. To go back to one of my favourite buzzphrases, the notion of attention relates to reciprocity:

It’s an attention economy: you need to pay attention to get attention.

This is one thing journalism tends to “forget.” Relationships between journalists and “people” are asymmetrical. Before writing this post, I read Brian Storm’s commencement speech for the Mizzou J-School. While it does contain some interesting tidbits about the future of journalism, it positions journalists (in this case, recent graduates from an allegedly prestigious school of journalism) away from the masses. To oversimplify, journalists are constructed as those who capture people’s attention by the quality of their work, not by any two-way relationship. Though they rarely discuss this, journalists, especially those in mainstream media, typically perceive themselves as influencers.

Attention often has a temporal dimension which relates to journalism’s obsession with time. Journalists work in time-sensitive contexts, news are timely, audiences spend time with journalistic contents, and journalists fight for this audience time as a scarce resource, especially in connection to radio and television. Much of this likely has to do with the fact that journalism is intimately tied to advertising.

As I write this post, I hear on a radio talk show a short discussion about media coverage of Africa. The topic wakes up the africanist in me. The time devoted to Africa in almost any media outside of Africa is not only very limited but spent on very specific issues having to do with Africa. In mainstream media, Africa only “matters” when major problems occur. Even though most parts of Africa are peaceful and there many fabulously interesting things occuring throughout the continent, Africa is the “forgotten” continent.

A connection I perceive is that, regardless of any other factor, Africans are taken to not be “influential.” What makes this notion especially strange to an africanist is that influence tends to be a very important matter throughout the continent. Most Africans I know or have heard about have displayed a very nuanced and acute sense of “influence” to the extent that “power” often seems less relevant when working in Africa than different elements of influence. I know full well that, to outsiders to African studies, these claims may sound far-fetched. But there’s a lot to be said about the importance of social networks in Africa and this could help refine a number of notions that I have tagged in this post.

Privilege: Library Edition

When I came out against privilege, over a month ago, I wasn’t thinking about libraries. But, last week, while running some errands at three local libraries (within an hour), I got to think about library privileges.

During that day, I first started thinking about library privileges because I was renewing my CREPUQ card at Concordia. With that card, graduate students and faculty members at a university in Quebec are able to get library privileges at other universities, a nice “perk” that we have. While renewing my card, I was told (or, more probably, reminded) that the card now gives me borrowing privileges at any university library in Canada through CURBA (Canadian University Reciprocal Borrowing Agreement).

My gut reaction: “Aw-sum!” (I was having a fun day).

It got me thinking about what it means to be an academic in Canada. Because I’ve also spent part of my still short academic career in the United States, I tend to compare the Canadian academe to US academic contexts. And while there are some impressive academic consortia in the US, I don’t think that any of them may offer as wide a set of library privileges as this one. If my count is accurate, there are 77 institutions involved in CURBA. University systems and consortia in the US typically include somewhere between ten and thirty institutions, usually within the same state or region. Even if members of both the “UC System” and “CalState” have similar borrowing privileges, it would only mean 33 institutions, less than half of CURBA (though the population of California is about 20% more than that of Canada as a whole). Some important university consortia through which I’ve had some privileges were the CIC (Committee on Institutional Cooperation), a group of twelve Midwestern universities, and the BLC (Boston Library Consortium), a group of twenty university in New England. Even with full borrowing privileges in all three groups of university libraries, an academic would only have access to library material from 65 institutions.

Of course, the number of institutions isn’t that relevant if the libraries themselves have few books. But my guess is that the average size of a Canadian university’s library collection is quite comparable to its US equivalents, including in such well-endowed institutions as those in the aforementioned consortia and university systems. What’s more, I would guess that there might be a broader range of references across Canadian universities than in any region of the US. Not to mention that BANQ (Quebec’s national library and archives) are part of CURBA and that their collections overlap very little with a typical university library.

So, I was thinking about access to an extremely wide range of references given to graduate students and faculty members throughout Canada. We get this very nice perk, this impressive privilege, and we pretty much take it for granted.

Which eventually got me to think about my problem with privilege. Privilege implies a type of hierarchy with which I tend to be uneasy. Even (or especially) when I benefit from a top position. “That’s all great for us but what about other people?”

In this case, there are obvious “Others” like undergraduate students at Canadian institutions,  Canadian non-academics, and scholars at non-Canadian institutions. These are very disparate groups but they are all denied something.

Canadian undergrads are the most direct “victims”: they participate in Canada’s academe, like graduate students and faculty members, yet their access to resources is severely limited by comparison to those of us with CURBA privileges. Something about this strikes me as rather unfair. Don’t undegrads need access as much as we do? Is there really such a wide gap between someone working on an honour’s thesis at the end of a bachelor’s degree and someone starting work on a master’s thesis that the latter requires much wider access than the former? Of course, the main rationale behind this discrepancy in access to library material probably has to do with sheer numbers: there are many undergraduate students “fighting for the same resources” and there are relatively few graduate students and faculty members who need access to the same resources. Or something like that. It makes sense but it’s still a point of tension, as any matter of privilege.

The second set of “victims” includes Canadians who happen to not be affiliated directly with an academic institution. While it may seem that their need for academic resources are more limited than those of students, many people in this category have a more unquenchable “thirst for knowledge” than many an academic. In fact, there are people in this category who could probably do a lot of academically-relevant work “if only they had access.” I mostly mean people who have an academic background of some sort but who are currently unaffiliated with formal institutions. But the “broader public” counts, especially when a specific topic becomes relevant to them. These are people who take advantage of public libraries but, as mentioned in the BANQ case, public and university libraries don’t tend to overlap much. For instance, it’s quite unlikely that someone without academic library privileges would have been able to borrow Visual Information Processing (Chase, William 1973), a proceedings book that I used as a source for a recent blogpost on expertise. Of course, “the public” is usually allowed to browse books in most university libraries in North America (apart from Harvard). But, depending on other practical factors, borrowing books can be much more efficient than browsing them in a library. I tend to hear from diverse people who would enjoy some kind of academic status for this very reason: library privileges matter.

A third category of “victims” of CURBA privileges are non-Canadian academics. Since most of them may only contribute indirectly to Canadian society, why should they have access to Canadian resources? As any social context, the national academe defines insiders and outsiders. While academics are typically inclusive, this type of restriction seems to make sense. Yet many academics outside of Canada could benefit from access to resources broadly available to Canadian academics. In some cases, there are special agreements to allow outside scholars to get temporary access to local, regional, or national resources. Rather frequently, these agreements come with special funding, the outside academic being a special visitor, sometimes with even better access than some local academics.  I have very limited knowledge of these agreements (apart from infrequent discussions with colleagues who benefitted from them) but my sense is that they are costly, cumbersome, and restrictive. Access to local resources is even more exclusive a privilege in this case than in the CURBA case.

Which brings me to my main point about the issue: we all need open access.

When I originally thought about how impressive CURBA privileges were, I was thinking through the logic of the physical library. In a physical library, resources are scarce, access to resources need to be controlled, and library privileges have a high value. In fact, it costs an impressive amount of money to run a physical library. The money universities invest in their libraries is relatively “inelastic” and must figure quite prominently in their budgets. The “return” on that investment seems to me a bit hard to measure: is it a competitive advantage, does a better-endowed library make a university more cost-effective, do university libraries ever “recoup” any portion of the amounts spent?

Contrast all of this with a “virtual” library. My guess is that an online collection of texts costs less to maintain than a physical library by any possible measure. Because digital data may be copied at will, the notion of “scarcity” makes little sense online. Distributing millions of copies of a digital text doesn’t make the original text unavailable to anyone. As long as the distribution system is designed properly, the “transaction costs” in distributing a text of any length are probably much less than those associated with borrowing a book.  And the differences between “browsing” and “borrowing,” which do appear significant with physical books, seem irrelevant with digital texts.

These are all well-known points about online distribution. And they all seem to lead to the same conclusion: “information wants to be free.” Not “free as in beer.” Maybe not even “free as in speech.” But “free as in unchained.”

Open access to academic resources is still a hot topic. Though I do consider myself an advocate of “OA” (the “Open Access movement”), what I mean here isn’t so much about OA as opposed to TA (“toll-access”) in the case of academic journals. Physical copies of periodicals may usually not be borrowed, regardless of library privileges, and online resources are typically excluded from borrowing agreements between institutions. The connection between OA and my perspective on library privileges is that I think the same solution could solve both issues.

I’ve been thinking about a “global library” for a while. Like others, the Library of Alexandria serves as a model but texts would be online. It sounds utopian but my main notion, there, is that “library privileges” would be granted to anyone. Not only senior scholars at accredited academic institutions. Anyone. Of course, the burden of maintaining that global library would also be shared by anyone.

There are many related models, apart from the Library of Alexandria: French «Encyclopédistes» through the Englightenment, public libraries, national libraries (including the Library of Congress), Tim Berners-Lee’s original “World Wide Web” concept, Brewster Kahle’s Internet Archive, Google Books, etc. Though these models differ, they all point to the same basic idea: a “universal” collection with the potential for “universal” access. In historical perspective, this core notion of a “universal library” seems relatively stable.

Of course, there are many obstacles to a “global” or “universal” library. Including issues having to do with conflicts between social groups across the Globe or the current state of so-called “intellectual property.” These are all very tricky and I don’t think they can be solved in any number of blogposts. The main thing I’ve been thinking about, in this case, is the implications of a global library in terms of privileges.

Come to think of it, it’s possible that much of the resistance to a global library have to do with privilege: unlike me, some people enjoy privilege.