Tag Archives: qualitative analysis

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.


ROS as a Podcast

Good news and bad. Radio Open Source is going on a summer hiatus but it might in fact come back as a “new and improved” podcast.

Open Source » Blog Archive » We Interrupt This Program…

Many of you have told us to forget about conventional public broadcasting and concentrate on producing the best damn podcast on the Internet. So in order to clear our heads, accentuate the positive and focus resolutely on the future, we need to step back for the moment from daily production.

In the past, I haven’t been coy about my opinion of that show. In fact, I’m truly grateful to the staff for letting me know that my comments were read by some of the producers. Despite the tone, mine was a “modest proposal” and I’m quite glad that it has been read.

This ROS summer hiatus puts things in a slightly different perspective. Especially with regards to number-crunching. I tend to be more of a qualitative type but figures matter to a lot of people. In this case, audience numbers and monies.

The crux of the matter for ROS is funding. The radio program just lost a major sponsor. They received a sizable grant and impressive donations but, apparently, these barely covered debt. In the podcasting context, this sounds a bit awkward. Most amateur podcasts run on extremely tight budgets. Radio experts are likely to say that amateur podcasts are also, on average, poorly produced. Yet, as a listener of podcasts produced in both national and home studios, I must honestly say that I barely notice the difference. Radio experts may also say that it costs money to invite the type of guests who make a radio show a success. Yet interviews on amateur podcasts are often as insightful as what I hear on most radio shows, including ROS. I know there are many other costs associated with radio shows but for a podcast listener, it’s really hard to “hear” where the money goes.

The other type of quantative data relevant in this situation: audience numbers. While a few amateur podcasts have impressive audience numbers, it’s quite possible that the ROS audience is wider than the total number of podcast listeners in the United States. I have no idea what the numbers are but though it often sounded as an Eastern Massachusetts show, Radio Open Source is a U.S.-wide broadcast, AFAIK. It’s also a far-reaching show in terms of target audience. Despite the “Web” references, the show is quite wide in scope.  Still, it’s a bit more niche-like than the typical talk show. Which does make it more like an actual podcast.

Don’t have much time right now to go into details but I think this situation makes it plain to see what differences between podcasts and broadcasts are. And I wish there can be an actual podcast produced by the ROS team. The team is great and it’s podcast-friendly. If the blog explosion happened through out-of-work software developers (after the Internet Bubble Burst), there can be a podcast explosion through out-of-work radio producers!