Types of audience fragmentation

 I'm embarking on a new large-scale project relating to audience fragmentation. Or rather, I have been embarking on it for the past year - such is the leisurely pace of the post-tenure research agenda. It started as a refutation of the echo chamber as an intuitive but overly simplistic characterization of audiences' media diets in the age of information abundance. Then I realized that someone already wrote that book. 

In researching the idea, I was surprised to find how few studies about fragmenting audiences and echo chambers even tried to capture what I felt was the right kind of data: data capturing the whole of people's media diets - not aggregate audience data, not what individual users post on a particular platform, not even the amount of time or what individuals see on a particular platform, but ALL of what they see across all platforms and media. Unless you capture that, you really have no way of knowing whether individuals have any overlap with one another in what content they consume and/or how many of them are sequestering themselves in ideologically polarized echo chambers. 

In defense of researchers, this is a hard kind of data to get. What media content people consume is often a private matter. It's just hard - for an academic researcher, a company, a government - to get people to trust them enough to get that data. Observing people might cause them to change their behavior. Still, some researchers have made in-roads - working with representative samples, trying to get precise, granular data on precisely what content people are seeing - and I think that if we start to piece together what they have gathered and supplement it with new data, we'll be able to get a better sense of what audience fragmentation actually looks like. 

I've started the process of collecting that data. In a survey, I've asked a sample of college students to post URLs of the last 10 TikTok videos they watched, the last 10 YouTube videos they watched, and the last 10 streaming or TV shows they watched. I'm anticipating that there will be more overlap in the TV data than in the YouTube of TikTok data. But I wonder what counts as meaningful when it comes to overlap or fragmentation. I return to the age-old question: so what?

Let's say you have a group of 100 people. In one scenario, 50 of them watch NFL highlight videos, 25 watch far-right propaganda videos, and 25 watch far-left propaganda videos. In another scenario, all 100 of them watch 100 different videos about knitting. The latter audience, as a whole, is more fragmented than the former audience. The former is more polarized in terms of the content it consumes - half of the sample can be said to occupy echo chambers, either on the right or left. 

It's clear to me while the polarization of media diets matters - it likely drives political violence, instability, etc. But why does fragmentation, in and of itself, matter? 

I guess one fear is that we will no longer have any common experiences, and that will make it harder to feel like we all live in the same society - not as bad as being ideologically polarized, but it's plausible to think that it might lead to a lack of empathy or understanding. But what counts as a common experience? Do we have to have consumed the same media text? Stuart Hall would tell you, in case you didn't already know, that different people watching the same TV episode can process it in different ways, leading to different outcomes. But at least there would be some common ground or experience. 

But what if we watched the same genre of television show, or watched the same type of video (e.g., videos about knitting)? If we contrast the 100 people who all watched different knitting videos to 100 people who all watched videos about 100 very different topics (e.g., knitting, fistfights, European history, coding, basketball highlights, lifestyle porn, etc.), I would think that the former group would have more to talk about - more common ground and experience - than the latter, despite the fact that there is an equal amount of overlap (which is to say, no overlap) in terms of each discrete video they watched. 

Instead of just looking at fragmentation across discrete texts, it would also be useful to look at it across genres or types. It could get tricky determining what qualifies as a meaningful genre or TikTok video. Some TikTok videos share a set of aesthetic conventions but may not convey the same set of values, or vice versa. There will be some similarities across the texts in people's media diets, even if there is no overlap in the discrete texts. The challenge now is to decide what similarities are meaningful. 

Mood/situation & the Personal Blog

After reading this week's New York Times Magazine's cover story about blogging and online life in general, I began wondering how exactly "snark," as an attitude, as a writing style, came to take over so much of the blogosphere. Blogger Emily Gould defines it as "smart yet conversational, and often funny in a merciless way," though just how smart and funny such blogs are seem to be in the eye of the beholder. Perhaps her subsequent characterization of their style as "righteously indignant but comically defeated" rings more true. Did several blogs that were written in this style become popular, inspiring other bloggers who wanted to become popular to unconsciously imitate that style?

And what of the people reading and responding to personal diary blogs? What does that tell us about the function of personal blogs for readers?

"They were co-workers, sort of, giving me ideas for posts, rewriting my punch lines. They were creeps hitting on me at a bar. They were fans, sycophantically praising even my lamer efforts. They were enemies, articulating my worst fears about my limitations."

Keep in mind that Emily's blog on Gawker was only somewhat personal. Like a lot of blogs, its a hybrid of news, commentary, and diary. This kind of hybridization may be an inevitability caused by the desire of bloggers and their advertisers for a broader audience, or so the NYTimes piece suggests.

So, Co-workers contributing ideas: I think of them as co-authors, who then should get some of the revenue generated by the ads on the blog.

Creeps: people are out to pick other people up, on social networking sites, on adultfriendfinder, on blogs, in real life, pretty much everywhere. Rejection doesn't have much of a price in the anonymous world of blogging, so why not act creepy? Maybe she's into creeps.

Enemies: those working out identity issues or trying to affect society in some way. They find someone who represents values that they dislike and publicly express hatred towards them so as to discourage others from holding those views. We may dismiss this behavior as digital vandalism, but like real life vandalism, there are deeper social issues that motivate it that are worth exploring.

Fans: those looking for entertainment.

But maybe calling it "entertainment" or "voyeurism" is to cheapen and misunderstand it. So as to better understand what blog fans are after, I thought I'd engage in a little self-ethnography.

What do I get from reading personal blogs? When I watch TV or movies or read books or listen to music, I seem to want to identify with someone: a character, an author. Behind that desire to identify, I think there's a desire to escape but also to find someone who is in a similar situation, who is feeling what I'm feeling. I want this maybe to learn more about what to do in my mood/situation and to not feel alone in the way I'm feeling, or maybe to feel as though as foul as my mood/situation is, there are people who have it far worse than I do. This kind of "at least I'm not that awful" schadenfrued should be familiar to some fans of Jerry Springer, Flavor or Love, or other reality tv shows. Some fans watch, in part, to feel superior.

Here's the big difference between personal blogs and Big Media content in terms of how we relate to their characters or creators (either as our inferiors or sympathetic individuals whom we can identify with): considering how many millions of personal blog entries there are, I bet you that given the proper search technology, I could find someone who is in nearly the exact same mood/situation that I'm in instead of having to settle for someone whose mood/situation vaguely resembles mine. In fact, I have done this.

When we watch a TV show and read a book, we know that our mood/situation is not exactly like the character's or the author's. Maybe the character is a New York socialite or a farmer, but the story deals with themes that are universal - true love, loyalty, respect, mortality. We draw analogies to our own lives - the lack of respect afforded to Christopher Moltesanti is similar to my situation at work, or Sherman Klump's negative body image and lack of self-confidence is similar to my own. We read stories about people who lived hundreds of years ago in cultures totally dissimilar to our own, and yet somehow we can identify with the characters.

In the oral storytelling tradition before mass-media, stories could be localized or tailored to fit the listeners' lives. Once stories became commodities, then they were forced to be general and universal. We were forced to identify with people who were not like us, which probably had good consequences (we see a world that is more diverse than our particular corner of it) and bad ones (we disavow our heritage and our selves so as to try in vain to become more like the wealthy, beautiful, upbeat people on TV). With the proliferation of personal blogs, maybe stories are becoming more personal than they ever were. And don't think that its the same thing as gossip. Personal blogs function as gossip only when we know the people who are writing or are featured in them.

Imagine thinking of a phrase that described how you felt and being able to search for other people who felt the same way. Or imagine watching a clip from a movie or listening to a song that fits your mood and being able to read about the lives of the other people who were in that mood (fellow viewers and listeners). You can do all that now. And its not always about actually interacting with these like-mooded people. Sometimes, its enough to know they're out there.

Maybe finding someone in the same mood/situation as you will be a dead end. Maybe they'll have nothing new to add and their companionship, if you want to call it that, will feel hollow. But we keep searching, we keep trying to connect.