Professor studies how apps can affect productivity

July 7, 2016 by Katie Bohn, Pennsylvania State University
Professor studies how apps can affect productivity
TimeAware has two versions that will emphasize either positive or negative productivity. Credit: Angela Kendall

You've been working at your computer all morning and decide to take a quick break. You plan to spend five minutes reading a news article here, watching a short YouTube video there. But before you know it, you glance at the clock and realize an entire hour has gone by.

The internet is full of distractions, and app creators have designed a myriad of tools to help people stay on task, from timers that let you know when it's time to take a break to programs that will block certain sites from your web browser.

Eun Kyoung Choe, an assistant professor in the College of Information Sciences and Technology at Penn State, was curious about how effective some of these tools are. So she collaborated with researchers from Microsoft Research and Seoul National University to create a web application called TimeAware, which logs the websites and applications a person uses during the day while calculating a score.

The team used the web app in a study to see if the way data was presented to users affected whether or not user productivity improved.

"With TimeAware, we could decide whether the data would be shown in a positive way by highlighting productivity, or in a negative way by highlighting unproductive time," said Choe. "I was curious which version might be more helpful in encouraging people to be more productive."

Quantifying the self

Choe has long been interested in "self-monitoring"—when a person collects personal data to learn more about themselves and make positive changes. After using an activity tracker like a FitBit, for example, a person might see they're not walking as much as they'd like and then make an effort to fit in more exercise.

But with so many options for gadgets and apps that promise to help improve sleep, encourage exercise and increase productivity, Choe wanted to learn more about what makes them effective or not.

"I like to look at lots of different types of data—such as sleep and exercise data—and create tools for people to collect this information and then make sense of it," said Choe. "The data isn't helpful unless you do something with it."

Choe was inspired to create TimeAware after she started using an app called RescueTime, a free program that TimeAware was based on. She found that even though she kept RescueTime running while she was on her computer, the data wasn't as detailed as she'd like and logging in to the website to see her score was cumbersome.

"Because the feedback wasn't great, what often happened was I didn't look at my data and I wasn't able to learn anything from it. I wanted to design a system that had better and more helpful feedback," said Choe. "I'm also very interested in this notion of framing—taking the same information and presenting it in different ways, like looking at a glass as half empty or half full. I want to see how looking at data in different ways can influence people."

Looking at your day half empty or full

The team used RescueTime's API (or ) to create two versions of TimeAware that were identical except for the way they displayed data: the positive version displayed the percentage of time the user was productive along with a list of their most productive websites and apps. The negative version emphasized the percentage of time the user was unproductive along with their most unproductive sites and apps.

In the study, Choe and her team assigned an equal number of participants to the positive and negative versions of TimeAware. Then, they looked at their behavior before, during and after using the app. Choe discovered that only the participants using the negatively focused version increased their productivity, and those using the positive version stayed the same.

Choe said that while she had expected there to be a difference between the two user groups, she hadn't foreseen that the positive group wouldn't improve their productivity at all.

"I was really surprised that there was no effect on the positive condition, because that's the way most of the apps similar to TimeAware are designed," said Choe. "The study suggests that just looking at and being aware of your current state doesn't really help."

Choe also asked the participants about their experiences using TimeAware and found that while those who used the negatively focused version increased their productivity, they were also much more stressed than those who used the positive version.

"The negative version was effective but it was stressing people out, which is probably why it worked," said Choe. "In the future, we might look at ways to lower that stress, like only showing feedback at certain times of the day, perhaps at lunch and then before you leave work. Or, having a user be able to set an alarm that would sound when their productivity dips below 70 percent."

The team had their research published in a paper in May at the Special Interest Group on Computer-Human Interaction (SIGCHI) Conference on Human Factors in Computing Systems.

Take breaks and explore motivation

Even though striving for more productivity is a good thing, Choe said it's also important for people to realize that no one can work 100 percent of the time and that breaks are important to avoid burning out. She said a productivity level of 90 percent within apps like RescueTime is considered very high, and around 80 percent is considered very good. So, no one is perfect.

And while Choe hopes to learn more about how apps like RescueTime and TimeAware can be most effective, she said the tools can still be helpful as a starting point for people wanting to be more productive.

"Once you get an idea of your productivity levels, then there's the next questions. Are you happy? Are you not happy? Or if you have a specific goal, are you working toward it? What are the ways to achieve that goal?" Choe said. "Those are all follow-up questions that you have to explore. And then reflect on your daily behavior and see where you can make positive changes."

So while productivity tools might not help you slay internet distractions once and for all, they might be a good place to start. You'll have to do the rest.

Explore further: Android widgets may boost effectiveness of sleep-monitoring apps

More information: Leveraging Framing Effects to Enhance Personal Productivity:

Related Stories

Sweet corn genes related to crowding stress identified

March 15, 2016

Plants grown in high-density or crowded populations often put more energy into growth and maintenance than reproduction. For example, flowering may be delayed as plants allocate resources to growing taller and escape competition ...

Control yourself: 6 apps to help fight digital distraction

May 31, 2016

When busy people sit down at night to pay bills, answer emails or RSVP for their kids' school events, they don't plan to procrastinate. But somehow a quick visit to Facebook becomes 20 minutes of mindless scrolling, and a ...

Study reveals how gene expression affects facial expressions

September 22, 2014

A person's face is the first thing that others see, and much remains unknown about how it forms—or malforms—during early development. Recently, Chong Pyo Choe, a senior postdoctoral fellow working in the lab of USC stem ...

Recommended for you

After a reset, Сuriosity is operating normally

February 23, 2019

NASA's Curiosity rover is busy making new discoveries on Mars. The rover has been climbing Mount Sharp since 2014 and recently reached a clay region that may offer new clues about the ancient Martian environment's potential ...

Study: With Twitter, race of the messenger matters

February 23, 2019

When NFL player Colin Kaepernick took a knee during the national anthem to protest police brutality and racial injustice, the ensuing debate took traditional and social media by storm. University of Kansas researchers have ...

Researchers engineer a tougher fiber

February 22, 2019

North Carolina State University researchers have developed a fiber that combines the elasticity of rubber with the strength of a metal, resulting in a tougher material that could be incorporated into soft robotics, packaging ...

A quantum magnet with a topological twist

February 22, 2019

Taking their name from an intricate Japanese basket pattern, kagome magnets are thought to have electronic properties that could be valuable for future quantum devices and applications. Theories predict that some electrons ...


Please sign in to add a comment. Registration is free, and takes less than a minute. Read more

Click here to reset your password.
Sign in to get notified via email when new comments are made.