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.

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 be a superpower by enabling ethical, efficient use of existing data to minimize participant fatigue.

  • Broadly defined, secondary research includes internal reports, third-party studies, and triangulation with unstructured live data like support tickets and analytics.

  • Many stakeholders believe secondary research is less rigorous or less applicable than primary, but presenting relevant data early can change this perception.

  • Structuring and curating secondary data into accessible repositories is critical yet often overlooked in organizations.

  • Secondary research is not merely a precursor to primary research but a strategic, standalone practice with value in discovery and synthesis phases.

  • Poor collaboration around data access and interpretation is a major barrier; proactive relationship building with other teams can alleviate this.

  • Sharing credit and demonstrating impact to data collaborators helps foster ongoing support and buy-in.

  • Secondary research can lower barriers to entry by democratizing access to large scale or costly datasets within an organization.

  • Refreshing secondary data depends on research type and problem space, with some 'evergreen' behavioral insights remaining valid longer.

  • Engaging stakeholders in the secondary research process—through sharing findings or workshops—can make it feel more active and valuable.

Notable Quotes

"I wasn’t making the most of the primary data I was collecting and not sitting with that data long enough to internalize what I was hearing."

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

"Stakeholders often believe secondary research is less rigorous or less applicable because it doesn’t perfectly align with their questions or populations."

"Starting a simple repository—even a table with titles, summaries, teams, and tags—can make all the difference in accessing existing research."

"Secondary research is not just a precursor; it can be a strategic piece of work that counts as real research."

"Building regular relationships early—even before you have a data request—helps build mutual understanding and collaboration."

"Delivering a clear request and explaining your project’s goals improves collaborator buy-in and clarity."

"Sharing credit with collaborators demonstrates you’re a good partner and highlights their impact on your work."

"The shelf life of secondary research depends on the type of research—some insights are evergreen while others need refreshing based on context changes."

"Bringing stakeholders along on the analysis process or workshops can make secondary research feel more engaging and active."

Ask the Rosenbot
Neil Barrie
Widening the Aperture: The Case for Taking a Broader Lens to the Dialogue between Products and Culture
2024 • Advancing Research 2024
Gold
Brennan Hartich
Communicating and Establishing DesignOps as a New Function
2018 • DesignOps Summit 2018
Gold
Saara Kamppari-Miller
Key Metrics: Comparing Three Letter Acronym Metrics That Include the Word “Key”
2024 • DesignOps Community
Harry Max
Priority Zero: Some Things are More Equal than Others
2016 • Enterprise UX 2016
Gold
Johanna Kollmann
Insights-Driven Product Strategy: Get your Research to Count
2022 • Design in Product 2022
Gold
Onur Kocan
Understanding the Strategy for Civic Design in a Complex City: Istanbul
2022 • Civic Design 2022
Gold
Elizabeth Churchill
Exploring Cadence: You, Your Team, and Your Enterprise
2017 • Enterprise Experience 2017
Gold
Hugh Dubberly
Problems with Problems: Reconsidering the Frame of Designing as Problem-Solving (Videoconference)
2019 • Enterprise Community
Mila Kuznetsova
How Lessons Learned from Our Youngest Users Can Help Us Evolve our Practices
2022 • Advancing Research 2022
Gold
Dr. Jamika D. Burge
Theme 3 Intro
2022 • Advancing Research 2022
Gold
Rachael Dietkus, LCSW
Leading through the long tail of trauma (Videoconference)
1970 • Advancing Research Community
Bria Alexander
Opening Remarks Day 2
2024 • Advancing Research 2024
Gold
Jessamyn Edwards
Surviving Your UX Career in Enterprise Design (Videoconference)
2021 • Enterprise Community
Lisa Welchman
Cleaning Up Our Mess: Digital Governance for Designers
2018 • Enterprise Experience 2018
Gold
Cornelius Rachieru
Handling Complexity: Framing a Scale of Design
2021 • Design at Scale 2021
Gold
Mansi Gupta
Drawing from Feminist Practice to Make Inclusive Design Operational
2022 • DesignOps Summit 2022
Gold

More Videos

Jack Moffett

"We embed UX selectively in a few value streams and try to train others to balance research and design activities on their own."

Jack Moffett

SAFe or Sorry? (Videoconference)

May 29, 2019

Tricia Wang

"Being comfortable with discomfort is a great way to stick with it, especially as someone who might be called out or told they’re wrong."

Tricia Wang

SCALE: Discussion

June 15, 2018

Fredrik Matheson

"Simplifying systems takes patience and happens slowly, often involving years of work and negotiation."

Fredrik Matheson

First-time users, longtime strategies: Why Parkinson’s Law is making you less effective at work – and how to design a fix.

June 8, 2016

Laine Riley Prokay

"Starting small is okay, and I actually recommend it for kickstarting this kind of work."

Laine Riley Prokay

How DesignOps can Drive Inclusive Career Ladders for All

September 30, 2021

Shipra Kayan

"UserVoice let us merge similar requests internally, which was crucial before automation."

Shipra Kayan

How we Built a VoC (Voice of the Customer) Practice at Upwork from the Ground Up

September 30, 2021

Kristen Guth, Ph.D.

"Grinding momentum is a shared mental model that drives forward decision-making due to pressure and timelines."

Kristen Guth, Ph.D.

Out of the FOG: A Non-traditional Research Approach to Alignment

March 28, 2023

Joi Freeman

"We need to create environments where everyone's voice has a place and value—not put the burden on marginalized individuals to navigate."

Joi Freeman

A New Vantage Point: Building a Pipeline for Multifaceted Research(ers)

March 30, 2020

Victor Udoewa

"Empathy is the secret ingredient to making products that truly resonate."

Victor Udoewa

Theme One Intro

March 27, 2023

Peter Merholz

"If you do your job as a designer, talk to users, create great designs, it’s not enough. You need to get the strategy right."

Peter Merholz

Customer-Centered Design Organizations

June 8, 2017