Tags containing: "content creation"

From clicks to engagement: The enhanced art of writing headlines

November 13, 2017 Terri Walter, Chief Marketing Officer—Chartbeat

What makes a great headline, and why? How can headlines make the casual skimmer stop and read? While much has changed in media’s shift from print to digital, these fundamental questions haven’t. Editors and writers correctly describe headline writing as an art — but with all the technology out there, there is a scientific way to put evidence behind that art, and help publishers grow their engaged readership as a result.

Changing behaviors

Reading, scanning, skipping, sharing – our reading behaviors have changed dramatically in recent years. Chartbeat data shows that on average, only around half (55%) of readers who click through to content actually read what they land on.

The context of headline writing has changed as well. Media objectivity, which involves writing factually true and balanced content, is sometimes at odds with the goals of social media marketing, which values metrics like shares, likes and clicks. Increasing readers’ engagement with content can align objectivity and editorial integrity with the need to grow audience in a world where more than half of traffic to publisher sites is driven by platforms like Facebook.

However, publishers can support those better reading behaviors. Recent Chartbeat research shows that despite our changing reading and writing habits, there are scientific ways to improve the likelihood that something will get read.

The role of language and technology

In an analysis of around 100,000 headline tests and 250,000 individual headlines, we examined linguistic traits of successful and unsuccessful headlines and found that language really does matter.

What we see is that words like “what” and “where,” as well as numbers, quotations and superlatives (like best and worst) lead to more readership, whereas using question marks or time references can actually hurt. Interestingly, short headlines actually have a negative effect on readership of content as well, whereas notably longer headlines have no effect.

In a separate study, we also looked at the impact of headline testing technology and its ability to improve the number of visitors who read for more than 15 seconds. What we found surprised us. In a comprehensive evaluation of headline tests that use Chartbeat’s multi-armed bandit testing model, we discovered that alternative headlines – ones that, without testing, would never have seen the light of day – outperform the original roughly two-thirds, or 62% of the time. That means most headline writers only get headlines right the first time for 38% of stories. But technology can vastly improve these results.

A headline should not only entice readers to click and see more; it should drive consumption of a story. Of those 62% of stories, the alternate headline saw on average a 78% lift in traffic. It also led to a 71% lift in readership, measured by quality clicks: visitors who spend more than 15 seconds or more of engaged time with an article.

The bottom line

While gut instinct around language matters, technology can enhance that ability to find the right fit between content and audience. This, in turn, can dramatically improve engagement with content.

These days, publishers wear many hats. They have to write, edit, promote, monetize, optimize and grow quality audiences. The good news is that science — both in terms of predictive modeling and engagement-focused technologies — can help us improve the imperfect art of writing so we can better connect with readers and, ultimately, with each other.

Industry-Research

Long-form content and print key to convey insights to the C-suite

June 9, 2017 Bruce H. Rogers, Chief Insights Officer—Forbes Media

In a world of ever-increasing choices in digital content experiences, 140 character limitations, chatbots, filters, conversational interfaces, and virtual reality, it may come as a surprise that senior executives still value long-form, research-based content and, yes, even the printed page for their business insights.

To find out how they want to receive business insights, Forbes Insights and Deloitte conducted a survey of almost 300 CXOs globally. We asked them about the types of content they want to read, what channels they prefer and where they get their most valuable business insights. Some of what they told us may surprise you. The report based on that survey, “Thought Leadership in Action: Strategic Content to Help CXOs Learn and Lead,” explains how to become a trusted, respected and sought-after source of thought leadership.

The study shows that many C-level executives defy prevailing wisdom, with more than one-third of them preferring traditional longer data-based formats, in print. The interest in long-form content may seem counterintuitive. In the era of “snackable” and omnichannel content, CXOs do find value in short-form content. However, they consider it “icing on the cake.” The needs of this particular audience are key: CXOs need to think and act strategically. Thus, they often opt for longer pieces that take them from hypothesis, through case studies, to conclusion, and are based on credible data.

While content needs to be designed for and distributed via multiple digital channels, there is still room for print, with half of CXOs saying that reading business insights in print is still important to them. Print tends to be the preferred format for taking in longer pieces. However, the preferred format also varies by type of publication. Output from consulting firms is usually read online, while management journals are consumed offline.

Our analysis of how CXOs want to receive business insights shows that they are most interested in strategic content. Such content delivers a narrative based on curated data that spells out the hypothesis and proceeds to prove or disprove it. In other words, strategic content provides guidance and actionable takeaways instead of simply signaling issues by presenting reams of data.

Thus, CXOs tend to favor organizations that can produce such long-form, credible content based on deep experience, which can help them set strategy or take the pulse of the market. Business publications and consulting firms come out on top of the list.

Different channels work for different types of content. This includes print, the most traditional—which is favored for longer pieces—and digital channels, which are preferred when reading general news media. What is most important is that each piece of thought leadership is presented on its most preferred channels for a given audience, and that it is designed for each specific channel to make it easily readable.

Bruce H. Rogers is the Chief Insights Officer for Forbes Media. He is responsible for managing the Insights division, which creates and distributes thought-leadership, research-based content for blue-chip customers such as IBM, Google, KPMG, SAP, CIT, and Deloitte and he oversees the Forbes Insights content channel. He is also responsible for the company’s CMO Practice overseeing the group’s creation of content through the Forbes CMO Network section of Forbes.com, and events such as the annual Forbes CMO Summit. Prior to this role, Rogers was the Chief Brand Officer responsible for all integrated marketing, brand communication, research and sales support activities for Forbes Media.

Perspectives

Politics is becoming pop culture news. So what does this mean for publishers?

May 5, 2017 Terri Walter, Chief Marketing Officer—Chartbeat

It is important for publishers to understand what readers are consuming. However, it isn’t necessarily the case that publishers should only write what consumers want to read. While there’s great appeal in producing content with wide appeal, publishers must remain true to their voice while trying to reach audiences.

In the last year, the global political climate has changed, impacting both news production and consumption. It has by no means been a “regular” year for politics – filled with unexpected election results, political scandal, terrorism and major ideological friction points around the world. And this is reflected in consumer behaviors. Readers can’t help but stay tuned into the latest political news. As Bustle editor Kate Ward put it, “Politics is dominating the conversation in a way we haven’t seen for a long time. Pretty much everyone wants to talk about it on a daily basis.”

And we’ve seen this first hand. With everything going on, political coverage dominated Chartbeat’s Top Stories of the year in 2016 as the most engaged with topic of the year. However, what is potentially more surprising is that this trend has held strong. A recent Chartbeat study that measured article production and consumption across online publishers found that across a sample of thousands of publishers, there was a rise in both political coverage and readership.

The Political Effect

And in the U.S., following the election of Donald Trump, politics has been so dominant it is permeating all categories of news including lifestyle and entertainment. It has reached the point that it is even becoming pop culture news.

Let’s look at two major pop culture events that seemingly have nothing to do with politics: The Academy Awards and the Grammy Awards. During the event, Donald Trump has in-article mentions more times than some of the award winners. And while he didn’t quite outshine Adele or Beyonce, he definitely came close, which is hard to do.

“We have absolutely seen an unprecedented interest in political stories from our readers in the past six to 18 months,” said Kate Lewis, digital editorial director at Hearst.

Engagement and Opportunities

This spike in interest has been good for publishers seeking to grow their audience or reach new readers.

Recent Chartbeat research found that readers engage with political content on average six seconds longer than the median for other categories. And when people engage longer with content, they are more likely to return to your site, and even subscribe. In the chart below, you can see that as initial time spent engaging with content increases, so does the probability that a visitor will return to read more in the future.

As Lucia Moses’s wrote in Digiday, “In the Trump era, political news is everyone’s beat.” So the challenge — and opportunity — for publishers in this media climate is: How do you serve as that trusted resource for your visitors on issues like politics, while also being true to your brand voice? Keeping an eye on these changes in reader behavior is critical to optimizing your audience development strategy for the current state of the industry. If covered successfully, capitalizing on the new interest in politics should yield more engaged and loyal readers.

Terri Walter, the Chief Marketing Officer of Chartbeat, works every day to ensure that publishers and newsrooms have the tools and insights they need for quality content to thrive. A digital marketing veteran of 20 years, Terri has worked over the course of her career to position high potential brands and spearhead thought leadership in media and analytics at companies including DoubleClick, Razorfish and Microsoft Advertising.

Perspectives

Do people choose the news? Recent evidence says yes.

March 20, 2017 Terri Walter, Chief Marketing Officer—Chartbeat

There is a broad spectrum of news out there, ranging from well-balanced, high quality content to alternative facts. However, many have expressed concern that the media may not be covering key issues fairly. That, of course, begs the question: Whose version of the story is true?

Recently, The New York Times’ Upshot team and Chartbeat published results from a study of supply and demand in the news. Essentially, we sought to uncover how many articles news organizations wrote about a given event compared to the demand for these articles among their readers, measured by “engaged time.”

Both Sides Have a Story

Chartbeat researchers looked at 148 news publishers, divided into liberal and conservative buckets by The Upshot using scores from a study done at the University of Michigan. They then studied article supply and reader demand of six recent news topics:

Inauguration crowd size debate
Alleged Bowling Green massacre
Muslim travel ban
Michael Flynn’s resignation
Super Bowl LI
The Grammy Awards

The results showed that key issues were covered roughly equally by the left and right.

Demand and Supply

However, while the supply of articles written on each topic was generally consistent across conservative and liberal news outlets, the demand from readers was not. Depending on the topic, conservative and liberal readers each showed different patterns of news avoidance. Could this be due to stronger left-leaning coverage or readership in the media, or variations in distribution methods among publications?

According to Kevin Quealy of The Upshot, there could be another simpler reason stemming from decades of psychology on the subject: People don’t like hearing bad news. “Generally, people prefer information consistent with their beliefs, views and prior behaviors, and avoid information that’s inconsistent,” said James Shepperd, a professor of psychology at the University of Florida who has written extensively on information avoidance.

Polarizing shades of reality may not only be shaped by Facebook distribution or the content supplied from news organizations, but also by what consumers read. It’s consumer behavior that shapes what gets read and what doesn’t. After all, news consumers are the ultimate constructors of their own realities.

(Want to learn more? check out The New York Times’ The Upshot.)

Industry-Research | Perspectives

What 2016’s most engaging content teaches us

February 14, 2017 Terri Walter, Chief Marketing Officer—Chartbeat

From the U.S. Election and Brexit to the summer Olympics; from terrorism to the deaths of David Bowie and Prince, 2016 was filled with stories that 2016 captured our attention. But everyone wants to know what type of content captures the most engagement.

It is heartening to see that it was quality journalism from well-established media outlets, not fake news, that people engaged with most. Chartbeat’s Most Engaging Stories of 2016 ranked the most captivating articles of the year from quality publishers as defined by Total Engaged Time — the total amount of time visitors spent actively engaged in content.

The Chartbeat Most Engaging Stories of 2016 were selected from over 46 million articles on over 50,000 global sites, and registered over 2.5 billion minutes of active engaged time.

From 538’s General Election predictor, which received more Engaged Time than the top five stories of 2015 combined, to personal narrative, longform and interactive, the top stories span categories and formats. More importantly, they teach us many lessons about how news is consumed and shared.

Interactive, data-rich storytelling is alive and well. It’s no surprise that the topic that garnered the most amount of Engaged Time during 2016 was politics, which had nine of the top ten stories. In many ways, this was also the Year of the Interactive. Election prediction pages, live results pages and interactive maps from the likes of 538, BBC, Fox News, CNN and the NY Times captivated our attention and drove billions of engagement minutes.
First person journalism resonates and gets shared. From major investigative pieces rooted in undercover work to the moving letter from a Stanford student to her assailant, first-hand accounts affecting personal and societal rights captured attention as well as empathy. (See “A sexual assault victim’s powerful message to her Stanford attacker,” a first-person narrative from The Washington Post). These powerful, personal narratives were strongly driven by social traffic, demonstrating that when we emotionally connect with a story, we’re more apt to share and discuss it with our network.

The context of premium publisher environments matter.
The articles that made the list and came out on top, regardless of topic, were those that stayed true to a publisher’s voice and audience. According to our research, readers that came direct to a publisher’s site were the most loyal and engaged in terms of time spent. Those who came from social and search were less engaged. In other words: All impressions are not created equal.

Promoting articles is not just an art; it is a science.
It is not enough to just write compelling content anymore. Consumer reading behavior varies by device, time of day and referrer channel (i.e. social, search). It also demonstrates specific patterns based on content type (i.e. breaking news vs longform). For example, as we’ve seen in previous Chartbeat research, in times of breaking news like the election, consumers use search first to find what they are looking for, then after the event, they turn to social to interact and share.For publishers producing quality content, it is critical to understand these audience platform patterns across social and search and how best to promote your stories.

We expect consumer engagement around quality journalism to continue well into 2017.
Publishers didn’t shy away from covering the truth in 2016, and if the early stories of 2017 are any indication, we expect this to continue. In fact, readership so far in January (of politics in particular) is seeing extremely high pageview and concurrent levels, indicating that consumers value quality journalism more than ever.

Innovation

Experimentation explodes the boundaries of powerful storytelling

September 14, 2016 Michelle Manafy, Editorial Director – DCN

There’s a whole lot of talk about content these days, but the bottom line is that great storytelling is what elevates mere information into the stuff of conversation, inspiration and maybe even viral sensation. The newest addition to the roster of DCN’s member’s-only gatherings—Powerful Storytelling—offered a morning filled with examples of just that. And while it was our first event to focus squarely on the more creative aspects of the business of content, it bore the hallmark of all of our events: DCN members provided candid insights into the strategies and creative process behind the content that people love.

Though the content itself, and the insights proffered, were far-ranging, one major theme emerged: the importance of experimentation. While most storytelling fundamentals remain constant, distribution channels, devices, and consumer preferences are among the many factors in near-constant flux. Certainly, that poses challenges. It also offers opportunities and the creativity the speakers highlighted showed a universal spirit of experimentation—in organizational structure, partnerships, and use of emerging tools—to better connect with consumers.

The day started off with Jake Silverstein, New York Times Magazine Editor-in-Chief, presenting their early forays into virtual reality. Silverstein encourages experimentation with the medium because of its ability to enable viewers to feel empathy by literally seeing through the eyes of a child refugee, for example. And while one audience member noted that virtual reality (one of the most hyped storytelling mediums du jour) lacks some of the qualities that make text so evocative such as the sense of smell or setting a larger context for a story, Silverstein emphasized that VR offers a whole new way to experience a story.

Consumer Reports Executive Director of Content Gwendolyn Bounds said that experimentation is an essential piece of the transformation the brand is currently undertaking (which begins to roll out next week with a new logo and aesthetic enhancements on both its website and in the November issue of the magazine.) She says they are trying a number of new story formats, including unique social and mobile content, and 360-degree video—one of which puts users into the driver’s seat of CR’s lauded automotive test process. Further innovations will emerge when the brand moves to a “membership” model in coming months.

In a crowded landscape, Bounds points out that content brands need to experiment in order to find the right way to make their storytelling distinct. She also said that it is important to continually test the types of content that their consumers will “give them permission to address.” In the case of Consumer Reports, an example was its “A Beautiful Death” package, which focused on the many aspects and issues surrounding consumers’ choices around end-of-life issues.

“Experimentation is critical” at Business insider, according to recently-promoted Editor-in-chief Alyson Shontell. In addition to testing out short synopsis-style recaps of long-form articles and captioning slideshows and videos on the images so they can be consumed without sound or accompanying text, she said they’ve also been playing with multiple headlines/versions of a single story. “If you have someone who says 12 different things that could be headlines, we break it out into short takes that may collectively get far more views.” And why not? “Because a digital publication should have its own set of rules” not follow the path of television or print.

Kicking off his talk with images reflecting the Financial Times’ historic love of the text-dense page, Data Visualization Editor Alan Smith said he has found a great willingness from the FT and its staff to experiment with ways in which data can be transformed from mere line- and pie-charts into an in-depth storytelling medium all its own. To do so, you need to truly understand what the data is really about and then he said you can play with presentation so that “graphics take on a life of their own” and can effectively communicate far more than numbers: what those numbers really mean to those involved in the story and to those reading about it.

Certainly, one of the day’s most enthusiastic champions of experimentation was Mike Yapp, Director of Google’s YouTube in house agency, The Zoo (pictured, top). He believes that content is becoming increasingly “liquid” and that it is constantly being transformed by the users themselves. Thus, Yapp said “writers and designers need to think more like inventors” in order to create content ready-made for increasingly malleable, immersive and experiential consumer experiences.

Noting that the first wave of virtual reality content innovation created experiences were just for one person, he said that future innovations will include shared VR experiences. For example, his team worked with Lockheed Martin to create a VR experience for children who collectively experienced a VR visit to Mars while riding on a school bus together. The goal was not simply to push the bounds of VR from single-user experience to one that is social, but to employ innovative storytelling to ignite the minds of children so that they can go farther than ever before.

For the Creative Director of The Independent Journal Review, Benny Johnson, experimentation drives the site’s entertaining (and often irreverent) news coverage. When asked how he gets politicians such as Marco Rubio and Lindsay Graham to participate in creating such viral hits as “How to Get Revenge with a Football” and “How to Destroy your Old Cell Phone,” Johnson said “we’re in a special time where politicians from the highest levels to local levels are experimenting with how to engage the public” and, he said, content companies should too.

Yet Johnson expressed a point that also recurred throughout the day: Technology is a storytelling tool, not an endgame. “You need to do more than express the fact that your company has the technology,” he said. It is essential to tell a story so powerful it transcends technology.

Innovation

The Washington Post, The Associated Press and LA Times get an assist from Artificial Intelligence

August 9, 2016 Michelle Manafy, Editorial Director – DCN

Robots aren’t taking over the media (yet) but Artificial Intelligence and automation are lending a helping hand.

The challenges of running a profitable media company have resulted in a “streamlining” of these organizations, often requiring staff reductions that create holes in coverage, particularly in areas that require domain expertise or a nuanced interpretation. What if there was a way to free up the increasingly valuable reporters from some of their tedious or time-consuming tasks to focus on telling complex stories or digging into subjects deeply? Enter Artificial Intelligence (AI) for journalism. An increasing number of media companies are employing robot journalists—or, more accurately, artificially intelligent algorithms adept at analyzing data and writing serviceable prose – to do just that. (Fusion’s Kevin Roose does a terrific job explaining how it works.)

Here are some of the ways AI is making its mark on journalism:

The Associated Press, working with Automated Insights and Zacks Investment Research, automatically generates almost 4,000 stories about U.S. corporate earnings each quarter—about twelve times what AP reporters and editors previously created. For a small fraction of these stories, editors add “the human touch” to provide more nuanced interpretations.

More recently, the AP added sports reporting to its automated journalistic endeavors. The move allowed the company to expand its coverage of Minor League Baseball (and could offer similar possibilities for other sports coverage). AP baseball editors and reporters worked with Automated Insights to configure the Wordsmith platform to ensure that it would follow AP standards for baseball coverage.

The Washington Post is also taking a crack at automated journalism, developing its own proprietary artificial intelligence tool, “Heliograf,” which automatically generates brief, multi-sentence updates. The Washington Post will roll it out to report key information from the 2016 Rio Olympics, including results of medal events. Heliograf, which will continue to be developed by Post engineers to enhance storytelling for large-scale projects, will also be leveraged for data-driven coverage of major news events, including the U.S. election. This technology can process a combination of different data sources, such as crime and real estate numbers, customize stories depending on individual user actions, and help look for anomalies in data to alert journalists to a potential story—all of which The Washington Post plans to leverage as it further develops Heliograf’s utility.

Algorithmic journalism is not limited to sports and finance, however. One of the longest-running robo-journalists in the game is Quakebot, which was written by Los Angeles Times Writer Ken Scwenkie. According to Business Insider, Quakebot is an automated system that resides on the Los Angeles Times’s servers, which receives emails from the US Geological Survey, runs that data through an information checklist, and then determines if it’s newsworthy based on the magnitude. It then parses out content from the email and inputs it into the Los Angeles Times’s content management system. Posts are structured using a formula based on previous posts.

It is interesting to note the LA Times also uses its own brand of automated journalism for The Homicide Report, which tracks every homicide victim in LA County. This sort of approach (visualized data journalism) is particularly suited to the algorithmic approach in that analyzing huge (and possibly constantly growing or changing) data sets is a massive undertaking. With solid structure and oversight, these can be reliably created, updated and presented in a dynamic visual way by leveraging AI.

The momentum for automated journalism has been building for years now and is definitely picking up steam. The New York Times reports that Tronc, Hearst, Bonnier, Gannett and the Weather Channel use automation to do everything from streamlining video production to analyzing and summarizing text and finding photographs and video clips to go with it. And, in an April memo to Bloomberg’s staff, Editor-in-Chief John Micklethwait announced that the news organization is creating a 10-person team to determine how automation can be used throughout the company’s portfolio of editorial products.

As Dr. Andreas Graefe, author of the Tow Center for Journalism report “Guide to Automated Journalism” noted, automated journalism is particularly useful in generating routine news stories for repetitive topics for which clean, accurate, and structured data are available. He also outlines the potential for algorithms to generate large volumes of news quickly, potentially in multiple angles and personalized for reader preference.

But, as the report points out, there are limitations to automation that must be carefully considered as more organizations use artificial intelligence to augment their journalism. Given many of the current implementations reliance on data, the quality of that data is paramount. And, as Micklethwait points out in his memo, “one irony of automation is that it is only as good as humans make it.” That, of course, extends to the media organizations that deploy algorithmic approaches, which must balance efficiency, transparency, and the consumer demands of more information, faster—but who also love a good read.

Industry-Research | Perspectives

Maybe the internet hasn’t killed our attention spans after all

May 26, 2016 Michelle Manafy, Editorial Director – DCN

Remember that study from last year that claimed computers and the internet had transformed human attention span to roughly the equivalent of a goldfish — you’ll be forgiven if you’ve forgotten because after all the internet supposedly has turned your brain to mush. However, a new Pew study on long articles has found we might have longer attention spans than the goldfish study would indicate. (Though actually, studies have shown that the goldfish may have been getting the short end of the attention span myth as well.)

Dueling studies aside, the Pew research team took a long look at people’s smartphone reading habits. Conventional wisdom suggests that we want to just dip in and out on our phones: We might review headlines, but we won’t do much more.

In fact, the Pew study found the opposite is true. We spend almost twice the amount of time reading long articles — 123 seconds for long form versus 57 for short — and long and short articles get almost the same number of visitors. (For the purpose of the study Pew defined long form as over a 1000 words and short form as 101-999 words. And lest you question the methodology, Pew clearly put in the work.)

“All told, Center researchers spent months digging deeply into the details of 117 million anonymized, complete cellphone interactions with 74,840 articles from 30 news websites in the month of September 2015,” according to the research organization

My gut response to these findings would be, Duh! Of course people spend more time on longer articles than shorter ones — because they’re longer. But the fact we are reading these long articles on our smartphones at all is news in itself because it flies in the face of our preconceived notions of how we interact with content on our phones.

Julia Beizer, who is director of product at The Washington Post told Digital Content Next in a recent article, There ‘s more than one way to succeed at digital that research suggests our smartphone usage might vary more than we believe.

“One of the early misplaced assumptions around mobile was that mobile users are standing in line waiting for coffee. A lot of people are doing that, but a lot of people are on their couches at home too. Research shows upwards of 70 percent are at home,” she said.

We are also on long flights and commuter trains and other places where we are captive and have a lot of time to kill with our phones in our hands. It makes sense that we would be using our phones — which are getting bigger and higher resolution screens — to do more reading.

But a single study doesn’t necessarily prove anything, even one as comprehensive as this one appears to be. That said, there are plenty of long form content initiatives that seem to be capturing their share of attention.

Last year the Huffington Post without the benefit of this study took a leap of faith and launched Highline, a long-form article site designed to let writers and readers dig into a story instead of getting a short, high-level view. A year later, while the editors aren’t sharing their numbers, they’re still around and they claim it’s been a huge success and the articles on Highline are among the most read on the Huffington Post site. It suggests that when you produce quality work people will read the articles, no matter how long they might be or on what device they might be reading them.

What this all means is the attention studies could be wrong or at least misguided. Certainly, we lack patience. We won ‘t wait around if your content is taking too long to load, but it is important not to confuse that lack of patience (or the expectation of a good mobile experience) for short attention spans.

This is a big lesson for digital content creators, whether writing an article, creating content marketing pieces or writing website copy. If you write good stuff, you can keep people engaged regardless of the length. And given that time spent is increasingly being touted as the true measure of engagement, understanding the value of long form content is essential.

There ‘s tons of other data in the Pew study including the impact of social media to drive traffic, the topics people like most (crime is big), the days and times we are more likely to engage with content and so much more. It’s worth digging into, but if your only take-away is that we will read an article whatever the length if it’s good enough, that’s more than enough.

Industry-Research

Making automated journalism work for you

January 12, 2016 Research Team—DCN

As The Tow Center for Journalism’s newly released Guide to Automated Journalism points out, the use of algorithms to automatically generate news from structured data is increasingly impacting the journalistic industry. These algorithms can quickly and inexpensively create high volumes of news stories for a given topic. According to Tow, this has fueled journalists’ fears that automated content production will eventually eliminate newsroom jobs, while at the same time scholars and practitioners see the technology’s potential to improve news quality.

Tow’s guide summarizes recent research on the topic to provide overview of the current state of automated journalism, discusses key questions and potential implications of its adoption, and suggest avenues for future research.

Among the key findings…

For news consumers

People rate automated news as more credible than human-written news but do not particularly enjoy reading automated content.
Automated news is currently most suited for topics where providing facts in a quick and efficient way is more important than sophisticated narration, or where news did not exist previously and consumers thus have low expectations regarding the quality of the writing.
Little is known about news consumers’ demand for algorithmic transparency, such as whether they need (or want) to understand how algorithms work.

For news organizations

Since algorithms cannot be held accountable for errors, liability for automated content will rest with a natural person (e.g., the journalist or the publisher).
Algorithmic transparency and accountability will become critical when errors occur, in particular when covering controversial topics and/or personalizing news.
Apart from basic guidelines that news organizations should follow when automatically generating news, little is known about which information should be made transparent regarding how the algorithms work.

Advertising | Innovation | Perspectives

The rise of VR for immersive storytelling and advertising

December 3, 2015 Mark Glaser, Founder and Publisher – MediaShift

Bearing witness has been one of the essential boons for journalists when it comes to delivering stories few have access to: “I’m there, you’re not, let me tell you about it,” is one such adage that comes to mind.

But with the rise of cameras that can record a scene in 360-degrees, stereoscopic video (which creates depth) and a new generation of headsets accessible to consumers, the ascent of VR as a new storytelling staple is clear. Coupled with collaborative partnerships across the technological and media landscape, the chance for VR to enable the “presence” of a user — in other words, to make her feel as if she is actually reacting to the environment she is immersed in — is now unprecedented. With this, “bearing witness” is taking on a different meaning.

The bottom line? The chance for VR to encourage empathy can potentially transform journalism and viewers’ understanding of the world. Plus, it might also create the type of immersive advertising and sponsored content that no ad-blocker could deny.

New York Times as Pioneer
The world took notice when the New York Times recently gave away 1.31 million Google Cardboard headsets to its print subscribers, solely to bring them into the VR experience. The simplicity and crudeness of the cardboard is its genius, Wired’s Marcus Wohlsen argued. “It’s cheap enough to be handed out for free; we smartphone users supply the only part that’s expensive,” Wohlsen wrote.

This sort of accessibility is key to the potential for VR to actually reach mass audiences instead of a tiny subset of early adopters. Producing VR work is already an expensive endeavor. While outfits like the New York Times Magazine, Frontline and Vice News — with their stories on the refugee crisis, the Ebola outbreak and last year’s Millions March against police brutality, respectively — have made major dives into VR storytelling, they are part of “the 1 percent” of news organizations that can afford to do so. Headsets like the one from Oculus Rift and other apparatuses for viewing VR are expected to become cheaper and therefore more mainstream, but it’s a far cry from the ubiquity of simply the smartphone. (Although YouTube, for one, has said it wants to bring VR to anyone with a smartphone.)

That’s why the Times’ home delivery of Cardboard units to use with a smartphone was a win in more ways than one. First of all, it delivered the headsets with its newspaper, acknowledging that traditional distribution system — and subscription — as a precursor for this modern news consumption. The Times is also planning to extend its virtual reality endeavors into sponsored content, as Sebastian Tomich, the Times’ senior vice president of advertising and innovation, told Contently. “Any format the newsroom is pursuing, you can assume that we’ll pursue it on the brand side as well,” he said.

Enticing for Brands
It’s not a surprise, then, that other brands and publishers are considering VR’s potential. Writing for TheMediaBriefing, Chris Sutcliffe notes that a VR environment can be enticing to brands and other publishers, as brands are already relying more on “experiential events” to help communicate their brand messages. The “rawness” that VR environments offer and the audiences they attract could potentially provide a new revenue stream, he writes. Designer Rebecca Minkoff, for example, is selling her own cardboard VR viewer for $30 for viewers to see how she filmed her runway show.

All this is not to say VR doesn’t have its hurdles. The recent Tow Center report on virtual reality acknowledged producing such work involves a series of trade-offs, especially around production time, quality and the capacity to reach wide audiences. Tom Kent, the standards editor at the Associated Press (which is also stepping into VR) also wrote a strong statement on Medium of some of the ethical questions that could impact VR journalism in the future, which New York Times public editor Margaret Sullivan also discussed.

The Times’ release of its VR documentary “The Displaced” coincided with a range of critiques, from the difficulty of using the Cardboard unit to questions of the authenticity of the story. Michael Oreskes, NPR’s news chief and a former Times editor, cautioned, “Our stories can’t be virtually true. They must be fully real.”

As we ponder how VR fact-checkers would operate, we can also consider the vast potential of what immersive journalism—and advertising—could do to create a whole new dimension in audience engagement.

Perspectives

Why The Future of Data Journalism Is… Less Data

March 4, 2015 DCN

photo credit: r2hox

“Data is the new oil.” That is the modern maxim across a host of industries. From shopping to shipping, businesses are being urged to gain better insight and improve performance by delving into their underlying numbers.

News media are no different. In the last couple of years, journalists have been encouraged to adopt analytics software as part of their daily editorial efforts. Now it is common to find newsroom editors checking their page views, time-spent metrics and social referrals on a minute-by-minute basis.

This kind of data used to be kept under lock and key, used only by website technical administrators and advertising auditors while journalists gave two hoots. Now, with always-on dashboards from tools like ChartBeat, Parse.ly and Outbrain’s own Visual Revenue in the hands of editors, content producers are becoming skilled numerical interpreters. The industry has come a long way. However, it’s time to go to the next level.

Modern journalists are constantly being told which new skills they have to learn—a dizzying array of video production, coding, even drone-flying. Those who also up-skill sufficiently to become their newsroom’s virtual data analyst can manufacture higher user engagement for their employer. After all, when particular stories cause traffic to spike, writing more of the same is a quick win.

But more data doesn’t necessarily produce better journalism. The danger with the growing role of audience numbers in publisher strategy is the risk of over-reliance, creating a belief that every reader data point should be responded to with an editorial outcome: quantity and category of story over quality and ambition.

The Data Endoskeleton

The first wave of newsroom analytics has served its purpose (we now know that stories about kittens and celebrities trend well, for example). What the professionals now need is a support system that does not encourage them to make snap decisions based on reams of numbers, but one which is more in harmony with the craft of editorship, playing a softer and more symbiotic role as editors’ sidekick, not their auditor.

Just think of the way Apple’s Siri hides from users so much of the underlying data that rival services like to bombard them with. When you ask Siri a question, it returns not unlimited options but fewer, more directed opportunities.

In the same way, in the next wave of publishing analytics, software would suggest publication improvements after noting not just the raw, blunt performance of site content but also the priorities and goals of conscious managing staff.

In the future, editors should be able to pre-populate their software with their own, qualified goals and ambitions, helping tailor system recommendations that are in line with publications’ true missions.

By allowing editors to make smarter decisions that are based on their own instincts, not just being a slave to the spreadsheet, the industry can keep readers coming back and rediscover a lost metric: lifetime value.

You can already see the beginnings of this new philosophy being applied. Despite often being accused of publishing low-brow click-fodder, BuzzFeed looks at engagement and virality in a whole new way. Publishing purely to the numbers could have prompted it to publish even more cat slideshows and quizzes. However selective insight led it to also make risky bets, such as its commitment to long-form journalism, which have ended up surprising success stories.

Publishers who are excitedly following the data trail to clear traffic growth should pause to reclaim their own part in the process. In a world becoming familiar with the concept of automated “robo-journalism,” I envision the future of journalism not as this replacement of flesh with circuitry, but as an endoskeleton—a perfect combination of the best qualities of each.

Matt Crenshaw is the Vice President of Product Marketing, Engage at Outbrain. Matt is responsible for setting the product vision and delivering solutions to publishers that build their audience relationships and grow their revenues.

Innovation

Q&A: Jonathan Hunt, VP, Global Marketing and Partnerships, Vox Media on Media for Millennials

October 16, 2014 Michelle Manafy, Editorial Director – DCN

Q: In your opinion and experience, do millennial readers have brand loyalty as a rule? How do you develop brand affinity/loyalty with them?

A: Yes and no. Above all else, young people (and frankly everyone) value quality and honesty. If another media brand can come along and offer a superior product then they have an opportunity to usurp loyalty. The fact is we live in a time when we’re getting our information from hundreds of different sources — publishers, social feeds, mobile apps, our friends and family and coworkers — all day every day. This is referred to as an Attention Economy. So more so now than ever qualities like utility, entertainment, honesty, and personality can easily trump loyalty.

But what happens when you consistently provide premium, honest stories to your readers? You can create loyalty. It’s easier said than done, but that’s our approach to every aspect of our business and why we’ve been on an explosive growth trajectory.

Q: Do you approach the development of user experience or content differently for the millennial audience?

A: We have to, but again I wouldn’t say this is relative to Millennials only–it’s a fundamental shift in how we all discover and share content, it just so happens that young people are quicker to experiment and adopt new ways of getting what they want when they want. At Vox Media, we’re platform and content agnostic. We’re not precious when it comes to how we get in front of as many people as possible; this is how we’ve been able to scale so quickly. So you may experience a Vox Media brand through one of our responsive sites, or on Tumblr, or as a video or a cinemagraph, through Xbox or Yahoo, or on a partner’s mobile app. As long as I can reach you and give you a reason to care about what we have to say, I know I have a better chance of getting you to experience our brand through other more premium experiences that impact our P&L.

Q: When working to attract and retain millennial media consumers, what would you say are the most important things to consider?

A: This is a question with no single answer. You want to cater to consumption habits (you going to them vs. them always coming to you); content formats (speaking to them through the types of content they create and share themselves); and providing them stories or news that have utility, are unique and entertaining, aren’t pandering, and don’t attempt to frame your brand as something that it’s not. This is the smartest generation ever, and they know it, so the best litmus test when building something for this audience is to ask yourself, “Who cares?” If you can’t answer that question unequivocally then there’s a good chance the answer is, “No one.”

Jonathan Hunt is the Global VP of Marketing at Vox Media where he leads audience development and distribution, co-sales partnerships, paid media strategy, and comms. Prior to Vox, he was the Global Marketing Director at VICE Media.