Problem Space

Procrastination & productivity are universal challenges faced by adults of any age. However, college students are prone to struggle with procrastination and poor work habits exponentially more during schooling. The pandemic and the back and forth nature of online vs in-person classes have only amplified this issue.

Hunt Statement

We learned about procrastination and time management challenges that current college students began to experience, in part due to the COVID-19 pandemic, and now affect them during the transition back to in-person learning. We conducted interviews, audits of services on the University of Michigan campus, existing online tips, as well as secondary research about topics relating to procrastination with school during COVID-19, the transition back to in person and general struggles with time management.

Project Reasoning

The COVID-19 pandemic represents a massive global health crisis and requires large-scale behavioral changes and places significant psychological burdens on individuals. In recent years, the popularity of Conversational Agents (CA), such as chatbots (text-based CAs), has grown. Because of the unique characteristics they offer, such as automated dialogues, personalized interactions, and empathic qualities, chatbots have been increasingly used in many different domains. Studies show that task-oriented chatbots that assist users with performing specific tasks (e.g., banking, customer service) have been implemented and popularly used, and chatbots on social medias (e.g., twitter, facebook) are becoming more popular.

Research

Our team conducted secondary research on common causes for procrastination and distractions, feelings of guilt related to procrastination, methods for coping with procrastination and productivity, and the affects of online learning/ the transition back to in-person learning. Here's what we found:

Interviews

We conducted interviews for our primary research with 7 participants from a variety of ages, genders and majors.

20, Female
East Lansing
Junior
History of Philosophy & Science Major Chicano & Latino Studies Minor

20, Male
Ann Arbor
Junior
Business Administration Major American Culture Minor

20, Female
Ann Arbor
Junior
Communications & Media Major

19, Male
Ann Arbor
Sophomore
Art & Design Major

21, Female
Ann Arbor
Senior
Art & Design Major
Student Employee

21, Male
Ann Arbor
Junior
Sport Management Major Real estate Minor
Student-Athlete

22, Male
Ann Arbor
Senior
School of Information Student Employee

Respondent Feedback

We asked the interviewees questions about their current time management strategies and how well they maintain them, their biggest distractions and challenges with being productive, the effects of online learning vs. in-person instruction and the participants desires for their time. Our team grouped the responses into an affinty diagram (pictured below) and we found:

From the affinity diagram, we brainstormed 20 concepts for our chatbot and app service design to consider for usability testing:

  1. Ranking classes based on interests
  2. Tracking phone usage on distracting apps (i.e. social media)
  3. Scheduled work time reminders (chatbot function)
  4. Integration of a calendar
  5. List making function
  6. Task completion rewards
  7. Game-like interface that turns tasks into games
  8. Social function that helps friends hold each other accountable
  9. Sorting extracurricular obligations
  10. Chatbot Persona: Friend, Classmate/Peer, Professional, Parent
  1. Reminder to write in work assigned for that day based on classes attended
  2. Emphasis on the importance of breaks, alerts when you should take time for yourself
  3. Input of online classes and virtual classes
  4. Function to help sleep schedule to promote better health and productivity
  5. Wellness/Well-being check-in
  6. Reminder chatbot to go outside for a walk/activity
  7. Chatbot set up to act as a friend checking up on them
  8. App and chatbot set up in a style of game to help get work done
  9. Chatbot designed to be able to doodle and draw to send images
  10. App and chatbot designed to complete a task like a game by completing work on your list for that day

Storyboard Scenarios

Following the generation of 20 different design concepts, our team selected a few ideas on our list to potentially move forward with. We then created storyboard scenarios (pictured below) for each of those concepts and brought them to our interviewees as well as other classmates in our target population for needs validation review.

Needs Validation

After consulting with our target population we received feedback on the following and identified the user needs as such:

  1. Take break reminders
    i. Longer periods of study between breaks (not 20-5)
  2. Ranking classes from least to favorite
    i. App would push student to get least favorite class work done first so it minimizes procrastination for it
  3. Creating planners for daily work based on calendar activities
    i. Students feel that when they create a calendar it’s like checking off work they had to do then they take a break
  4. Confetti/Rewards
    i. Students look for the confetti as a visual acknowledgement they completed and submitted the assignment
  • Chatbot check-ins
    i. Student finds it useful to talk to someone when struggling to keep working
  • On social media, Chatbot chimes in to remind them to do work
    i. Might be helpful, student doesn't know if it fully will pull them away from social media and continue working
  • Canvas integration
    i. It would help because teachers are constantly adding and changing due dates. If the app could automatically update and have canvas integrated it would help with organization
  • Preliminary quiz about work habits when onboarding
    i. Would be useful if it was personalized enough to allow the student to set goals and work with their unique schedule

Think-Aloud Wireframes

Based on our team's needs validation, we came up with four main tasks to create paper wireframes (pictured below). With these paper wireframes, we conducted a think-aloud session with college students to test the usability of our interface. Though we primarily received good feedback on the ease of use and visual hierarchy, there were some instances of language and symbolism that needed further iteration for clarity.

Morning Chatbot Message
Start a work period
Add a task to To-do list
Delete a task from To-do list

Chatbot Conversation Flow

Final Design

Our team's final design is a productivity app service centered around a one-on-one chatbot experience to help college students navigate their busy work schedules. Below are the design specifications of the app:

Design Guidelines

Video Sketch

Prototyping

Team | Jaleah Green (UI Designer) | Madeline Shepherd | Sophia Gallette

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