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
Brad Orego
Bringing Customer Research to More Internal Teams
2022 • Advancing Research 2022
Gold
Daniel Gloyd
Designing From the Inside Out: How Method Acting Can Inspire Design Research
2026 • Rosenfeld Community
Feleesha Sterling
Building a Rapid Research Program
2023 • Enterprise Community
Vincent Brathwaite
Opener: Past, Present, and Future—Closing the Racial Divide in Design Teams
2020 • DesignOps Summit 2020
Gold
Bria Alexander
Opening Remarks
2022 • Civic Design 2022
Gold
Dave Hoffer
UX Job Search AMA #3 with Joanne Weaver and Dave Hoffer
2025 • Rosenfeld Community
Marc Fonteijn
First Insights from the 2025 Service Design Salary(+) Report
2024 • Advancing Service Design 2024
Gold
Davis Neable
How to Drive a Design Project When you Don’t Have a Design Team
2021 • Design at Scale 2021
Gold
Michal Anne Rogondino
Saving Outer Space: The First UX Design System for Our Nation’s Satellites
2024 • Enterprise Experience 2020
Gold
Nathan Reiff
Research, from Unimaginable to Presently Possible: A Future-Casting Sticky-Note Sprint
2026 • Advancing Research 2026
Gold
Aletheia Delivre
New Shapes and Emerging Identities for Design Ops
2025 • DesignOps Summit 2025
Gold
Adam Cutler
Discussion
2016 • Enterprise UX 2016
Gold
Jim Kalbach
Peace is waged with sticky notes: Mapping Real-World Experiences
2018 • Enterprise Experience 2018
Gold
Juhan Sonin
Design Now! The Agenda for Action
2025 • Rosenfeld Community
Alëna Iouguina
Designing Systems at Scale
2018 • DesignOps Summit 2018
Gold
Ovetta Sampson
Managing the Human Engagement Risks of AI
2025 • Designing with AI 2025
Gold

More Videos

Carl Turner

"The difference between the way people talk about how things are done and how they are actually done reveals unconscious assumptions."

Carl Turner

You Can Do This: Understand and Solve Organizational Problems to Jumpstart a Dead Project

March 28, 2023

Karen Pascoe

"Don’t send your recruiters to spam LinkedIn. That damages your brand and turns off potential candidates."

Karen Pascoe

Developing Experience Teams and Talent in the Enterprise

June 8, 2016

Jilanna Wilson

"Emojis and GIFs have become effective tools for remote teams to add expression and prevent miscommunication."

Jilanna Wilson

Distributed Design Operations Management

October 23, 2019

Shawna Hein

"We have over 30 contracting teams spread across roughly 10 vendors all working on parts of the veteran experience landscape."

Shawna Hein Kevin Hoffman

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

November 17, 2022

Barb Spanton

"Shipping smaller, less complex side projects helps build team morale and energizes us for the big slow work."

Barb Spanton

Doing Work That Matters: A Look Beyond The Idealistic Notion of 'Doing Meaningful Work'

June 10, 2022

Briana Thomas

"We had no recipe, no formula, just vibes."

Briana Thomas

The Quiet Force: Uncovering Hidden Leadership in High-Impact Design Teams

September 24, 2024

Gina Mendolia

"Mirroring content by repeating back what people say helps them understand their own ideas better."

Gina Mendolia

Therapists, Coaches, and Grandmas: Techniques for Service Design in Complex Systems

December 3, 2024

Lija Hogan

"UX researchers should learn Python or R and how to leverage AI APIs to process unstructured data."

Lija Hogan Milan Mijatovic Sam Proulx Louis Rosenfeld

Three Years Out: Perspectives on the Near-Term Future of User Research

March 15, 2024

John Calhoun

"As your design practice matures, your design ops team will reach inflection points, and it’s okay to flip the coin and explore the other side."

John Calhoun Rachel Posman

Two Sides of the DesignOps Coin: Teams Ops and Product Ops

January 8, 2024