Rosenverse

This video is only accessible to Gold members. Log in or register for a free Gold Trial Account to watch.

Log in Register

Most conference talks are accessible to Gold members, while community videos are generally available to all logged-in members.

User Science: Product Analytics & User Research
Gold
Thursday, March 11, 2021 • Advancing Research 2021
Share the love for this talk
User Science: Product Analytics & User Research
Speakers: Marieke McCloskey
Link:

Summary

Want to help make better product decisions? You've got to combine qualitative human insights from user research with data analytics and experimentation. Too often research questions are "sent to the team that can answer them best." Questions about how many users do something goes to analytics, questions about which design might work better goes to user research. But what if you partnered with those other teams to answer the questions together? In this session Marieke will share how, as a qualitative UX researcher she's partnered with analysts to identify high-growth opportunities and gain a deeper understanding of users.

Key Insights

  • User science combines qualitative user research with quantitative data science to enhance understanding of user behavior.

  • Collaborative research fosters deeper insights and answers complex questions that individual teams cannot resolve alone.

  • Effective partnerships between UX researchers and data scientists rely on mutual benefits and curiosity.

  • Understanding the motivations behind user behavior is crucial for effective data analysis and product improvement.

  • Data literacy is important for UX researchers to articulate their findings effectively and to bridge gaps with data teams.

  • Storytelling is a powerful tool for UX researchers to communicate qualitative insights to data teams.

  • Nudge theory can play a significant role in improving user engagement by breaking down complex habits into actionable behaviors.

  • Aligning desired outcomes with research efforts ensures that insights are directed toward measurable business goals.

  • Sharing resources and frameworks can help foster collaboration between traditionally siloed teams.

  • The integration of qualitative and quantitative insights enhances decision-making at the organizational level.

Notable Quotes

"User science is about leveraging both user behavior and user need to create more impactful products."

"Collaboration shouldn't just be about handing off tasks; it should be a back-and-forth process."

"The right opportunity for research is one where both teams have something to gain."

"Curiosity in data partners is essential for effective collaboration."

"Understanding the user behind the data can reveal insights that numbers alone cannot show."

"We're not just collecting data; we're looking for meaningful signals that can inform product development."

"A clear vision and leadership buy-in are critical for integrating research and analytics effectively."

"A successful user experience is inherently linked to stakeholder engagement and retention."

"Effective storytelling can transform data into compelling narratives that resonate with teams and leadership."

"When researchers and data scientists work closely, the organization can uncover deeper, actionable insights."

More Videos

Kate Koch

"We've layered in capabilities for design like impact assessments and accelerated resource planning."

Kate Koch Jean-Claire Fitschen

Flex Your Super Powers: When a Design Ops Team Scales to Power CX

September 29, 2021

Sarah Williams

"Experience principles helped to operationalize design within the organization."

Sarah Williams

A Framework for CX Transformation

June 11, 2021

Dane DeSutter

"We are not asking who gamers are, we're just accepting that they play games."

Dane DeSutter Natalie Gedeon Deborah Hendersen Cheryl Platz

Beyond the Console: The rise of the Gamer Experience and how gaming will impact UX Research across industries

May 17, 2024

Bria Alexander

"You can see an overview of everything related to Design at Scale if you go to designatscale.com."

Bria Alexander

Opening Remarks

June 9, 2021

Jackie Ajoux

"Think scrappy so you can extract the most amount of value with the least amount of effort."

Jackie Ajoux

Leveling-Up: A Single-Player’s Guide to the DesignOps Team-of-One

January 8, 2024

Holly Cole

"I want you to take a little time out of your week and say, hey, what is it like working for me?"

Holly Cole

Understanding Experiences: When you have to do more than work

November 8, 2018

Shawna Hein

"We’ve seen a growth in the usage of self-service tools, meaning veterans are getting the benefits they deserve."

Shawna Hein Kevin Hoffman

Create a Cohesive Civic Design Practice Across Agency, Vendors, and Contracts

November 17, 2022

Mansi Gupta

"We frame women as a minority, setting them up to be forgettable, dispensable, and ignorable."

Mansi Gupta

Women-Centric Research: What, Why, How

March 29, 2023

Erin Weigel

"You need to capture not just customer needs but the business goals tied to them."

Erin Weigel

Get Your Whole Team Testing to Design for Impact

July 24, 2024