Rosenverse
The Art of Extrapolation

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.

The Art of Extrapolation

Gold
Wednesday, March 29, 2023 • Advancing Research 2023
Share the love for this talk
The Art of Extrapolation
Speakers: Cara Maritz and Rachel Ny
Link:

Summary

We're all familiar with the standard justification for secondary research - it's a process to contextualise what's already known to plan more focused (primary) research studies. Among research practitioners and non-researchers, secondary research is rarely thought of as a method in itself - and rather a supplementary phase of work before the real investigation begins. In this talk, we hope to convince fellow researchers that secondary research can be more powerful and impactful than just offering a foundational starting point. With the right "research infrastructure‚" secondary research can allow us to step back, triangulate and evaluate not only a larger corpus of data but also consider data from different sources and teams to make better-informed decisions. We share how we evolved our secondary research processes to do more efficient research and help our teams make more informed decisions.

Key Insights

  • Secondary research can deliver highly impactful and viral insights when structured and action-oriented.

  • Leveraging secondary research is an ethical practice that respects participant time and reduces research fatigue.

  • Secondary research encompasses internal reports, third-party data, and triangulated unstructured data like analytics and support tickets.

  • Misconceptions persist that secondary research is less rigorous or less relevant than primary research among stakeholders.

  • Building early relationships with other teams increases collaboration and data access critical for secondary research.

  • Centralizing research outputs in simple accessible repositories is key to overcoming fragmented data access.

  • Secondary research can save time and resources by reducing the need for recruitment and redundant studies.

  • Engaging stakeholders by sharing analysis progress, curated document lists, or workshops helps dispel the perception that secondary research is passive.

  • Normalizing diverse persona frameworks when consolidating multiple secondary studies requires a fresh, grounded approach to data interpretation.

  • Positioning secondary research as strategic and real research—beyond just a precursor—helps get stakeholder buy-in and better integration into research workflows.

Notable Quotes

"Much to my surprise, it was one of the most impactful research pieces I had produced in my career."

"Secondary research is a way to respect your target population's time and efforts rather than constantly dipping into them for research."

"By orchestrating more collaborative activities, secondary research reduces the risk of knowledge siloing."

"Stakeholders often believe secondary research is less rigorous and therefore not as powerful as primary research."

"I let my stakeholders have access to the list I’m analyzing along with links and short notes—it helps make the process more active."

"Starting a repository for your existing data, however simple, is critical to enable efficient secondary research."

"Secondary research can be time-saving, letting you spend more time on deep analysis rather than data collection."

"Building relationships early, even before requests, helps build mutual understanding and future collaboration."

"Delivering a clear request along with your project’s goal helps get buy-in and clarifies what collaborators need to provide."

"We should challenge our definition of secondary research and elevate it as a standard in our industry."

Ask the Rosenbot
Kristin Skinner
Opening Keynote: Org Design for Design Orgs
2017 • DesignOps Summit 2017
Gold
Elizabeth Sklar
Co-creating research enablement with your tech org: a case study
2026 • Advancing Research 2026
Gold
Amy Bucher
Harnessing behavioral science to uncover deeper truths
2025 • Advancing Research 2025
Gold
Charles Lee
Building a New Home for the Atlassian Design System
2020 • Enterprise Community
Joel Branch
Humanizing AI: Filling the Gaps with Multi-faceted Research
2021 • Advancing Research 2021
Gold
Husani Oakley
Theme Three Intro
2023 • Enterprise UX 2023
Gold
Frank Duran
Partnership Playbook: Lessons Learned in Effective Partnership
2024 • Enterprise Experience 2020
Gold
Jeff Ephraim Bander
Eye Tracking Gamechanger: Why Smartphone Eye Tracking will Revolutionize Your UX Research
2022 • Advancing Research 2022
Gold
Sol Mesz
Hands or Brains? How to Hire for Strategy, Strategically
2024 • Enterprise Experience 2020
Gold
Ovetta Sampson
Managing the Human Engagement Risks of AI
2025 • Designing with AI 2025
Gold
Kurdin Bazaz
Culture, DIBS & Recruiting
2021 • Design at Scale 2021
Gold
Jen van der Meer
Service design performs value
2025 • Advancing Service Design 2025
Gold
Saara Kamppari-Miller
"Prototype" vs "Prototype"--Breaking Down and Rebuilding Our Understanding of What We Do
2019 • DesignOps Summit 2019
Gold
William Newton
How to Lead With Data, and Without Data
2023 • Enterprise UX 2023
Gold
Tim Frick
The journey of building a sustainable design practice
2025 • Climate UX Interest Group
Patrizia Bertini
Pushing DesignOps’ Influence into New Global Markets
2022 • DesignOps Summit 2022
Gold

More Videos

Victor Udoewa

"Awareness leads to feeling stuck because we don’t know what to do or don’t feel empowered to act."

Victor Udoewa

Beyond Methods and Diversity: The Roots of Inclusion

March 26, 2024

Bill Scott

"I know I will fail, but I will fail in small increments rather than bet everything and fail big."

Bill Scott

Lean Engineering: Engineering for Learning and Experimentation in the Enterprise

May 14, 2015

Lija Hogan

"Sometimes accommodating 20% of users with special needs improves the experience for the entire 100%."

Lija Hogan

Contexts of Use: A Framework for Connection

December 9, 2021

Aurobinda Pradhan

"Our Jira integration will be two-way so you can link design activities to epics, user stories, or tasks."

Aurobinda Pradhan Shashank Deshpande

Introduction to Collaborative DesignOps using Cubyts

September 9, 2022

Jilanna Wilson

"We try to find ways to have fun together remotely — like virtual holiday parties or online games."

Jilanna Wilson

Distributed DesignOps Management

February 26, 2019

Peter Van Dijck

"Think of the context window like an intern's briefing document: would the intern be able to answer the question with this information?"

Peter Van Dijck

Building impactful AI products for design and product leaders, Part 3: Understand AI architectures: RAG, Agents, Oh My!

July 30, 2025

Nicole Aleong

"We need to think of ourselves as strategic leaders who know customer needs better than anyone in the organization."

Nicole Aleong Michaela Mora Prayag Narula Brianna Sylver

What UX research can learn from other research practices [Advancing Research Community Workshop Series]

September 14, 2023

Beth Chappell

"The shown reasoning wasn't the actual reasoning. It was just a pretty story to get us to trust it."

Beth Chappell

Leading through ambiguity: Supporting a design team relearning their craft

June 9, 2026

Llewyn Paine

"Are you really practicing human-centered design if you stop designing around insights from real humans?"

Llewyn Paine

Day 1 Using AI in UX with Impact

June 10, 2025