Johanna Blakley

Media | Entertainment | Fashion

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Talking About the Culture of Technology with Katina Michael

I had a wonderful conversation with Katina Michael, professor of Information Systems and Technology at the University of Wollongong, and editor in chief of IEEE Technology and Society Magazine. She wanted to have a chat about my forthcoming article on “Technologies of Taste,” which explores the social impact of recommendation engines. But the conversation ranged far beyond that topic, touching on the behavioral biometrics of game play, the privacy implications of Samsung TVs that can listen to your conversations, and the attention economy as a “zero sum game.” Clearly, I may just have to fly to Australia to continue this conversation in person.

 

 

Mobilizing News

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The degree of personalization and algorithmic curation used in the delivery of mobile news was a key theme at ONA Mobile, which brought together an international array of digital-savvy journalists in the organization’s first convening outside the U.S. The Lear Center’s Media Impact Project sponsored the conference, in part, because we see mobile fast-becoming the primary platform for news delivery. And, although mobile is still very much in a Wild West phase, where accepted standards are few and far between, the opportunities to measure real impact on people’s lives is simply unprecedented.

As many speakers acknowledged, mobile is “very hard” but the pay-offs are definitely worth the pain. Between the rigors of submitting to Apple, maintaining mobile-responsive websites, reformatting for Snapchat, and navigating the ever-changing rules at Facebook, mobile news providers are constantly challenged to make it pithier and make it relevant. In many ways, I’d argue that mobile pushes journalists to achieve a new level of rigor in reporting. Read the rest of this entry »

Deflating the Filter Bubble

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I was asked recently to speak at a symposium on Media Choices at Drexel University. The event drew a fascinating array of scholars who were studying things like Internet addiction, online dating, and political polarization in media consumption.

When someone mentions “media choice” to me, I automatically start thinking about the algorithms that have been developed to help shape that choice.

I have followed avidly the growing use of recommendation systems that you see on sites like Amazon, Netflix, YouTube and Pandora. I saw these mechanisms as a significant move away from demographic marketing (which I find deeply flawed) to marketing based on customer taste.

I did have my reservations though. I was very moved by Eli Pariser’s TED talk about the danger of “filter bubbles,” which effectively insulate us from opinions and content that we don’t understand or like. His talk really resonated with me because of the deeply divided ideological and taste communities that I found in a major survey research project I conducted on the correlation between entertainment preferences and political ideology (spoiler: they are even more deeply connected than you might think.)

But, when I conducted further research about collaborative filtering systems, I made some rather counter-intuitive discoveries. YouTube, for instance, found that “suggesting the videos most closely related to the one a person is already watching actually drives them away.”

Of course YouTube’s goal is to get you to sit and watch YouTube like you watch TV: to lean back and watch a half hour to an hour of programming, rather than watching for two minutes, getting frustrated trying to find something else worth watching and then going elsewhere. So, in short, it’s in YouTube’s best interest to introduce some calculated serendipity into their recommendations. Read the rest of this entry »

I’ve Been Upworthied!

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I just found out my TED.com talk on fashion and copyright was deemed Upworthy. As you probably know, Upworthy is a crafty outfit that goes to great lengths to increase viewership of video content that serves some kind of socially progressive purpose. Part of their process includes generating multiple potential headlines and photos, and testing the different combinations on different platforms to see which combos attract the most views.

Of course it’s fascinating to me to see what they decided worked best for my video:

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I must say, it never occurred to me that my argument was something “hippies” would love, but there ya go!

I’ve been following Upworthy’s progress for the last two and half years, and I was especially excited to hear about how they are developing new metrics for assessing how people are engaging with the media they’re promoting. Uniques? Nah. Time on site? Nope! Their latest focus? Attention Minutes, which they define here:

Attention Minutes measures everything from video player signals about whether a video is currently playing to a user’s mouse movements to which browser tab is currently open — all to determine whether the user is still engaged. The result is a fine-grained and unforgiving metric that tells us whether people are really engaged with our content or have moved on to the next thing.

At the Norman Lear Center, where I’m managing director, we have been studying the “Attention Economy” for several years, and now with our Media Impact Project, we have the opportunity to develop tools that accurately measure human attention. Needless to say, there’s a great deal of debate about how this might be done and so we invited several experts in the field — including Daniel Mintz from Upworthy — to debate the topic on our new website, The Fray. Launched with a skeptical piece by Richard Tofel from ProPublica, we solicited responses from ChartBeat, LunaMetrics, the Financial Times, Parse.ly and Columbia University.

This is not a debate that’s going to be settled any time soon, but I sure hope I find out whether my little video turns out to be must-see-TV for hippies.

 

How Does Media Move Us?

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I was very honored to speak at the Paley Center’s International Council Summit, an annual event that brings together a who’s who of media heavyweights and impresarios. This year the topic was big data and so the conference opened appropriately enough with Hans Rosling, the infographic genius, who shamed us for our ignorance about the state of the world (you have to see the video.) Eric Schmidt (yes, that Eric Schmidt) closed the proceedings with more quotable stuff than I could tweet (e.g., “The Internet is a huge accomplishment – don’t screw with it!!”) Of course everyone wanted to hear what Nate Silver had to say about his new gig at ESPN, and now you, too, can see every speaker on the program here . . . except me. I gave the luncheon talk at the 21 Club (talk about ambiance!) and so there was no recording.

Here’s what I said:

The Centers for Disease Control found out that over half of Americans believe that the health storylines they see in entertainment programming are accurate and a quarter say that those TV shows are one of their main sources for health information.

Of course we understand the difference between fiction and reality, but we have to be awfully naive to believe that really compelling stories don’t have an effect on us.

For 13 years, we’ve been doing careful academic research at the Norman Lear Center in order to figure out exactly how much of an impact media has on us. We’ve found that a storyline on the TV show Numbers – you know, the one with Rob Morrow – convinced 10% of its viewers to volunteer to donate their organs. An HIV hotline got a record number of callers after a soapie, the Bold & the Beautiful, aired a scene in which a guy tells his girlfriend he’s HIV positive.

Whether it’s smoking or seatbelts, or Fonzie getting a library card, we know that attitudes and behaviors can shift in response to imagery on popular television.

When we asked Americans whether they had ever taken some kind of action based on entertainment programming they’d seen, 65% of respondents admitted that they had. And those actions ranged from seeking more information about the issue to making a donation to a charity (13% owned up to that).

Is it a matter of monkey see, monkey do? Nah. Humans are more complicated than that, and so are the stories we tell each other.

The people in this room know how much is at stake. Imagine if we actually knew what role media was playing in our lives? What would happen if we could accurately measure how media moves us? And what exactly it moves us to do?

Just think back to a song, a TV show, a comic book character, a movie or a book that really shifted your perspective, that set you on a new path, that made you think about yourself and the world in different way.

We’ve certainly seen stories literally save lives. A radio soap opera in Tanzania was so effective at lowering HIV rates in provinces that received the broadcast compared to those that did not, that they had to discontinue the experiment and broadcast the show to the entire country for ethical reasons.

Usually we don’t have the luxury of creating such a large and diverse control group in order to scientifically measure the impact of media. You see similar issues in the field of education, where it’s taken entirely too long, in my mind, for educational initiatives to be adequately vetted through the use of control groups.

What if we applied the scientific rigor of the pharmaceutical industry to TV programming? What if we treated media as if it were a drug: which delivery systems would prove most potent and for whom? What types of content would prove life-changing?

At the Norman Lear Center, we recently developed a pragmatic new survey methodology for measuring the impact of media. The key is addressing the self-selection bias problem. Only certain people seek out certain kinds of media based on their personal taste and access. Our new tool accounts for that bias by calculating each and every survey respondent’s propensity to have seen that piece of media. After that likelihood has been determined, we compare very similar people who were exposed to that media and those who were not. Then we determine whether exposure to that piece of media is correlated with shifts in knowledge, attitudes or behavior.

When we used this methodology on the documentary film Food, Inc., we found significant differences between our control group and those who had watched the film, who were eating healthier food, were more knowledgeable about food safety issues, and who were shopping at farmers markets more frequently than very similar people who had not seen the film. (Here’s my TEDx talk about this research.)

These days we’re more awash than ever in data about how we humans are using and consuming media. For the Food, Inc. study, it was cheap and easy for us to gather 20,000 respondents through digital platforms.

But, as you also know, virtually no one agrees on how to measure media usage, engagement, and most importantly, impact. And the stakes seem higher than ever as we witness the development of ever more intimate and immersive technologies which make that bleed line between screen time (mediated reality) and real time thinner and thinner.

Why hasn’t measuring the impact of media been a priority for us? Well one powerful reason is liability. Who wants to be on the hook for having had some kind of negative impact on people? We’ve seen these accusations play out before with kids and violent video games or heavy metal music. Unless the news is good news, the media industry doesn’t necessarily want to know.

Another problem is that there are far too many incentives built into the media business to use measurement to game the system. The media industries are, by and large, for-profit industries. If you can come up with a custom audience measurement metric that makes your company more money, then you will receive strong encouragement to continue to use that metric – even if it doesn’t do a good job of actually monitoring who encountered your media and what kind of impact it had on them. The truth has been beside the point.

There are powerful incentives to keep your methods opaque – to come up with a black box algorithm that makes it impossible for others to check your work by attempting to repeat your results. This is why many media companies subscribe to multiple social media monitoring services, all of whom use different methods and generate different results that can be cherry picked by their clients.

So we remain adrift in a sea of unverifiable data points, making it virtually impossible for scholars and researchers to find out the truth about who engages in what media and to what end. As you can imagine, foundations that fund media initiatives have been very frustrated with their inability to get accurate, empirically solid, repeatable measurements of the impact of the media they have produced. Many have concluded that it’s simply too difficult and too expensive to do; that we’ll never have numbers we can compare, and, after all, isn’t it impossible to measure shifts in hearts in minds?

This year, we entered into a partnership with the Gates and the Knight Foundations to create a global hub for media impact research at the Lear Center. Our goal is to assist all media makers to do a better job accounting for how people engage with their media and assessing the consequences of that engagement.

We’re expanding the amount and types of research that we do at USC, and we are committed to collecting and sharing best practices from all around the world, from all sectors, academic, governmental, industry. From luminaries like you.

This new initiative is called the Media Impact Project and it brings together scholars across the disciplinary spectrum to develop and share freely the best possible tools and practices. Echoing Nate Silver’s comment this morning, I hope you’ll join us in making media analytics a non-fiction business.

Launching the Media Impact Project

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Yesterday, I was very excited to launch the Media Impact Project, which aspires to be a global hub for the best research on measuring the impact of media. Supported by $3.25 million in initial funding from the Gates and Knight Foundations, I’m optimistic that the Norman Lear Center can help make media more accountable to audiences and contribute to a better understanding of the role that media plays in people’s lives.

The New York Times picked up the story and I was thrilled to see reporter Michael Cieply focus on this aspect of the program:

Read the rest of this entry »

The Benefits of Losing Control (and Exerting It Serendipitously)

My clever friend, Tim Leberecht, is a marketing guy and so he knows just how little control companies have over their brands. The reputation of a brand is basically what a brand is and no matter how much money you throw at it, ultimately, customers, and the general public, will determine a brand’s reputation.

In his TED talk, Tim explores how companies can productively cede control to their customers and employees as well as exerting new types of control and influence in creative new ways in social media contexts. I don’t want to give too much away — it’s only six minutes so check it out!

 

Core 77 Design Awards

I’m really excited to be a judge for the Core77 Design Awards this year. The marvelous Mariana Amatullo, Co-Founder and Vice President of Designmatters at Art Center College of Design,  is our jury chair for the Educational Initiatives category. The deadline is April 10, 2012: so submit now!

This year’s program presents 17 categories of entry, providing designers, researchers and writers a unique opportunity to communicate the intent, rigor and passion behind their efforts. The top professional and student entries receive the Awards trophy and the opportunity to attend a celebration in New York City, and all honorees will be published in the Awards Gallery, across the Core77 online network and in the awards publication. Early registrants receive a limited-edition 2012 poster designed by Studio Lin.

Catvertising & the Popular Culture of the Web

Kenzo Digital and I were teamed up by TED to nominate amazing ads for the Ads Worth Spreading challenge. Every nomination team had a category – here was the description of ours:

Cultural Compass

These are the campaigns that touch a cultural nerve; ads that capture or catalyze a cultural movement, moment or event. These campaigns may reflect the popular culture of the web, having gone viral, or celebrate specific regions or global diversity as part of their message. These are ads that are an active part of cultural dialogue in a connected world, crossing borders and cultures.

We put together a pretty long list of candidates – from silly video game ads to a touching long-form piece about the impact of the Tōhoku earthquake and tsusami on the creative community in Japan. Now that TED has announced the winners, I thought I’d celebrate some of the runners-up that we loved.

For those of you who didn’t have the good fortune of encountering “Catvertising” (top) I am delighted to share it with you here. I can’t tell you how many people forwarded this one to me – and with good reason. Kenzo and I were tasked with nominating ads that reflected the popular culture of the Web: no accurate accounting of that culture could ignore the ridiculously robust role that cat videos play.

TED’s Ads Worth Spreading Winners Are Announced

Be sure to check out the winners of TED’s Ads Worth Spreading challenge. I had a terrific time working with Kenzo Digital on one of the nomination teams, reviewing some of the most cutting edge ads from the last year. Here are two of my favorites from the 10 finalists – I’ll be sure to post some of the terrific nominees that Kenzo and I selected that also deserve some serious kudos.