From Crisis Communications to Dissecting a Decade of TV News

Sam Wolken, a joint doctoral student in Communication and Political Science, studies public opinion, local news, and politics.

Originally published in
Annenberg Graduate Student News

by Hailey Reissman

November 17, 2022

“The media environment and the political environment was charged with aggressively polarized political rhetoric then,” Wolken says. “I would read articles quoting scholars in newspapers and then look them up. I discovered this interdisciplinary field of Communication, something I didn’t know existed.” 

He had been, at the time, working in strategic communications for a firm that handled big clients and big crises: political scandals, corporate reputation issues, even the United Nations’s response to an Ebola breakout, but he found that the fast-paced world of crisis communications wasn’t for him.

“It was interesting work,” Wolken says, “but I was more drawn to the research than anything else. We had researchers who would test if our messages were working or test what messages audiences may be responsive to, which I found really fascinating.”

Wolken decided he’d become a researcher himself.

He took a job doing consumer research and then entered a research-heavy master’s program in Communication at Ohio State University. There, he was finally able to investigate all of the things he wondered about while working in crisis communications.

After graduation, Wolken decided to focus on political communication, entering the joint doctoral program with the Annenberg School and the Department of Political Science.

The Colorado Springs native had grown up hearing a lot about politics and local government at home. His dad worked in Parks and Public Services and his mom taught high school. Wolken attended Air Academy High School, the only public high school in the U.S. built on a military academy.

“I remember the suspense of waiting to see if ballot measures would pass that my dad’s department relied on to fund parks and community services,” Wolken says.

Wolken now collaborates with some of the people whose work he studied as a master’s student, including his advisor, Associate Professor Yphtach Lelkes, co-director of the Polarization Research Lab.

Advised by Lelkes and Professor Dan Hopkins of the Department of Political Science, Wolken has been investigating how the pressure to go viral might affect the stories outlets choose to cover and the way they frame the news.

“News outlets in the last 10 years or so, thanks to Google Analytics and social media platforms, have a level of insight into their audience that is quite novel,” Wolken says. “They have immediate insight into what resonates with their audience and what is gaining traction.”

Over the past year, Lelkes, Hopkins, and Wolken have been analyzing social media data from 19 different news outlets to test a theory: stories that evoke social identities and frame the news around social groups get attention and, because they do, news outlets publish a lot of them.

Their research isn’t published yet, but preliminary findings say they’re right.

Wolken is also working with Stevens University Professor Duncan Watts’s Computational Social Science Lab at Penn, analyzing TV news transcripts from the last decade.

Wolken and CSSLab researcher Homa Hosseinmardi are examining programming on six channels — CNN, Fox News, MSNBC, ABC, NBC, and CBS — to observe how their content has changed over time.

“I think people often have this colloquial, intuitive sense that the news environment nowadays is more polarized and more extreme than it has been in the past,” Wolken says. “But it’s hard to make those comparisons because it’s hard for us to remember what Fox News was like five years ago, what CNN was like five years ago.”

Wolken and Hosseinmardi are using machine learning to analyze the transcripts and tally the amount of airtime each channel devotes to various topics. Eventually, they hope to be able to identify the distinct characteristics in each network’s programming year over year and the ways in which their content has changed over time.

“We want to see how channels are exercising editorial judgment in which topics they focus on, Wolken says. “What we would like to be able to say is, ‘CNN spends a certain number of minutes per day on the economy, a certain number of minutes per day, on average, discussing crime or elections. And when CNN talks about the economy, how the story they are telling differ from the story about the economy you’d find on Fox News?’”

Wolken is in year three of a six year program, and is still finishing coursework, so he still has time to narrow in on a dissertation topic. Though a joint program isn’t simple — he must complete curricular requirements from both the Annenberg School and the Department of Political Science, but will write only one dissertation — he’s thankful that he’s been able to engage with so many different ways of thinking since he arrived at Penn.

“My cohort was the ‘Zoom cohort’ — entirely online for the first year of our Ph.D. — so Sarah and I got to spend a lot of time with Mugsy as he grew up,” Wolken says.

Even though he’s deep into the social sciences now, Wolken hasn’t left his humanities background behind.

“I was an English major. I don’t know if it was the best professional preparation, but I really liked it,” he says. “What I’m doing now, in some ways, isn’t so different, because it’s really thinking critically about the stories we are told and tell ourselves. One of the great things about being a Communication student is that the field is so interdisciplinary. That’s what I think Annenberg is all about: bringing together diverse skill sets, diverse literature, diverse research methodologies.”