Rosenverse
Mixed Methods and Behavioural Science

Log in or create a free Rosenverse account to watch this video.

Log in Create free account

100s of community videos are available to free members. Conference talks are generally available to Gold members.

Mixed Methods and Behavioural Science

Friday, May 26, 2023 • Rosenfeld Community
Share the love for this talk
Mixed Methods and Behavioural Science
Speakers: Michael Weir
Link:

Summary

In this insightful session, Mike, an expert in behavioral research with over eight years of experience and currently pursuing a PhD, explored the application of mixed methods research enhanced by behavioral science and biometric tools such as eye tracking, EEG, and facial expression analysis. He explained the necessity of combining qualitative insights with quantitative data to understand both what users do and why, especially beyond conscious awareness, addressing subconscious motivations that affect behavior. Mike detailed how attention, emotion, cognitive load, and motivation impact user experience on websites, highlighting metrics like fixation count, pupil dilation, prefrontal asymmetry, and valence in facial coding. He illustrated these concepts through real examples, such as analyzing hotel landing pages and checkout processes, emphasizing that simplified tasks increase adoption while motivating users improves engagement. Mike also discussed the ethical considerations of behavioral science research and the importance of pre-screening for neurodiversity and cultural differences. The session concluded with practical advice on designing, testing, and iterating experiments to maximize conversion and optimize user experience, underlining the power of triangulating data from various sources to build actionable hypotheses and validate them in real-world settings. The talk was moderated by Paula and featured engagement with attendees through detailed Q&A, including questions on cognitive load measurement and accommodating neurodiverse users.

Key Insights

  • •

    Mixed methods research blending qualitative and quantitative data delivers deeper understanding of both observable behavior and underlying motivations.

  • •

    Eye tracking combined with EEG and facial expression analysis can reveal subconscious attention, emotional valence, and motivation shifts during user interaction.

  • •

    Increased pupil dilation indicates arousal or heightened attention, while prefrontal asymmetry changes correlate with approach or avoidance motivation.

  • •

    Users often fixate first on salient elements, but repeated revisits to specific content indicate genuine interest and engagement.

  • •

    Websites lacking sufficient visual content, like images on hotel landing pages, are perceived as less trustworthy and inviting.

  • •

    Cognitive load increases when users struggle with tasks, detectable via metrics like blink rate reduction and EEG signals.

  • •

    Simplifying tasks and motivating users are the two primary levers to improve behavior and conversion on digital platforms.

  • •

    Behavioral science-based experiments can identify friction points contributing to drop-offs, enabling targeted design improvements.

  • •

    Ethical considerations, including screening for neurodiversity and disability, are crucial when applying biometric behavioral research.

  • •

    Triangulating lab-based biometric insights with real-world analytics and user feedback allows building testable, effective UX hypotheses.

Notable Quotes

"Marketing is psychology. There’s very little difference between the two because to sell, you need to know how people think and feel."

"People don’t remember what you said to them, but they remember how you made them feel."

"Eye tracking first fixation shows what’s salient, but repeated fixation and revisit counts tell you what truly interests users."

"The part of the brain we’re aware of is like the press release office; the real decisions happen behind closed doors."

"If a website is hard to use, motivation and approach drops, and users are less likely to engage or convert."

"Facial coding AI can’t tell if a smile is real or if someone is uncomfortable; human observation remains crucial."

"The simpler a behavior or task is, the more likely people are to adopt it on websites or in marketing."

"Using a mixture of behavioral science, analytics, and experiments helps prioritize changes that truly move KPIs."

"When people start saying a page looks busy or cluttered, it's a strong shorthand indicating cognitive overload."

"Once you find a behavioral experiment that works, it’s like playing Minesweeper—you place bets based on current knowledge to uncover more."

Ask the Rosenbot
Tatyana Mamut
Opening Keynote: Breaking Conway's Law--or How to Work Differently and Not Ship Your Org Chart
2019 • Enterprise Experience 2019
Gold
Christian Rohrer
Insight Types That Influence Enterprise Decision Makers
2015 • Enterprise UX 2015
Gold
Chris Geison
Theme 1 Intro
2022 • Advancing Research 2022
Gold
Cheryl Platz
Merging Improv with Design
2019 • Enterprise Community
Tricia Wang
Spatial Collapse: Designing for Emergent Culture
2024 • Enterprise Experience 2020
Gold
Jason Mesut
Unmasking Design Leadership: Navigating leadership without neglecting ourselves
2025 • Rosenfeld Community
James Lang
Hopeful Futures for UX Research
2026 • Rosenfeld Community
Deanna Washington
Scaling Success: Paving the Path from DesignOps to VP
2023 • DesignOps Summit 2023
Gold
Courtney Kaplan
Taking it to the next level: Career paths in DesignOps
2018 • DesignOps Summit 2018
Gold
Andrew Webster
Scaling Design Capability: How Involved Should You Be?
2021 • DesignOps Summit 2021
Gold
Ariel Kennan
Theme 2 Intro
2021 • Civic Design 2021
Gold
Johnny Michaelsen
Measure Behaviors, Not Results
2026 • Rosenfeld Community
Nathan Curtis
Discussion
2016 • Enterprise UX 2016
Gold
Neil Barrie
Widening the Aperture: The Case for Taking a Broader Lens to the Dialogue between Products and Culture
2024 • Advancing Research 2024
Gold
Peter Van Dijck
Building impactful AI products for design and product leaders, Part 3: Understand AI architectures: RAG, Agents, Oh My!
2025 • Rosenfeld Community
Etienne Fang
The Power of Care: From Human-Centered Research to Humanity-Centered Leadership
2021 • Advancing Research 2021
Gold

More Videos

Mark Interrante

"AI can accelerate prioritization tasks, but the final judgment must come from humans who understand context."

Mark Interrante Harry Max

AI for Prioritization (3rd of 3 seminars)

July 11, 2024

Patrizia Bertini

"The more the compliance level increased, the higher the cost efficiency."

Patrizia Bertini

The (r)evolution of designOps: It’s Time to Think (really) BIG

September 11, 2025

Shan Shen

"Reducing buttons from six to two and including peripheral information facilitated buying and editing while increasing conversion by 10%."

Shan Shen

Translating UX Terms into Business Contexts

November 29, 2023

Adam Thomas

"Everyone has a plan until they get punched in the mouth, said Mike Tyson."

Adam Thomas

Survival Metrics – Making Change in a Fast, Data-Informed, and Politically Safe Way

December 6, 2022

Robin Beers

"In the application process for merchant services, underwriting’s risk-first mindset conflicted with customer needs, causing friction."

Robin Beers

Research as a Catalyst for Organizational Transformation

March 12, 2021

Sheri Byrne-Haber

"Accessibility defects are bugs. If it’s a P1 blocking bug for an accessibility issue, treat it like any other P1 bug."

Sheri Byrne-Haber

Accessibility at Scale

June 9, 2021

Joseph Meersman

"An ad hoc critique is best when guard is down, it’s quick, time-sensitive, and helps share early to avoid costly late feedback."

Joseph Meersman

Sweating the Pixel: Scaling Quality through Critique

June 10, 2021

Deanna Washington

"Just because empathy isn’t always visible at the top doesn’t mean you can’t be the change."

Deanna Washington Bria Alexander Jon Fukuda Saara Kamppari-Miller Farid Sabitov

Connecting the Ops: Plenary Panel and Closing Circle

September 9, 2022

Aaron Stienstra

"We built an equity learning community with 25 virtual sessions, 4 interagency roundtables, and one-on-one consultations with 37 agencies."

Aaron Stienstra Lashanda Hodge

Leveraging Civic Design to Advance Equity and Rebuild Trust in the US Federal Government

December 8, 2021