Log in or create a free Rosenverse account to watch this video.
Log in Create free account100s of community videos are available to free members. Conference talks are generally available to Gold members.
Summary
This presentation addresses the contextuality problem of generating rich yet generalizable observations. It examines the contrasting approaches of qualitative and quantitative research in capturing user context and offers a pragmatic model for building meaningful connections between the two methods using the concepts of the 'context of discovery' and 'contexts of justification.
Key Insights
-
•
Context in research is complex, multi-dimensional, and dynamic rather than stable and easily separable from phenomena.
-
•
Quantitative research treats context as a container to abstract away complexity for generalizability, focusing on a few controlled variables.
-
•
Qualitative research embraces context's fluidity and social construction to generate thick, contextualized understanding but faces challenges in broader generalization.
-
•
Balancing uncertainty (lack of information) and complexity (too much information) is a core challenge in combining qual and quant research.
-
•
Popper’s distinction between context of discovery (qual, inductive) and context of justification (quant, deductive) offers a pragmatic framework for integrating methods.
-
•
Rich qualitative data helps explain why and how phenomena occur, complementing quantitative data that identifies what is happening.
-
•
Pragmatism prioritizes practical utility over philosophical differences in epistemology when mixing research paradigms.
-
•
Innovation and detecting weak signals benefit from qualitative probing and quantitative detection of anomalies.
-
•
User behaviors, especially informal workarounds and innovations, are often invisible to purely quantitative measures but revealed through qualitative methods.
-
•
Multiple stakeholders in real-world contexts have divergent interests, making perfect solutions rare; negotiation and social intelligence are essential.
Notable Quotes
"In research, it depends; it’s never yes or no — it really depends on the context and the job."
"The AI system might excel at narrow tasks, but putting things into context — especially tone and holistic understanding — is uniquely human."
"Context is not a container; it’s a continuous, incomplete duality with the people who inhabit it."
"Quantitative research seeks parsimonious models — simple, generalizable explanations that often lose deeper contextual uncertainty."
"Qualitative research embraces complexity, generating thick descriptions to capture as much context as possible without aiming for generalization."
"The phenomenon of interest cannot be separated from the context in qualitative research because everything is interconnected."
"The question is not about which paradigm is right, but what works best pragmatically for the problem at hand."
"Innovation often happens in informal workarounds and practices invisible to quantitative data but visible through qualitative observation."
"There’s no perfect truth or solution; it’s about negotiation and deciding what’s good enough for the stakeholders we serve."
"If we balance qualitative depth and quantitative breadth, we get a yin-yang harmony that strengthens research and practice."
Or choose a question:
More Videos
"Our modern way of life is actually really dependent on satellites."
Michal Anne RogondinoSaving Outer Space: The First UX Design System for Our Nation’s Satellites
January 8, 2024
"Knowing the difference between hands and brains is key to managing expectations."
Sol MeszHands or Brains? How to Hire for Strategy, Strategically
January 8, 2024
"User obsession became a strategic goal after making data available and showing progress to leadership including our CFO."
Adel Du ToitGet Your CFO To Say: 'Our Strategic Goal is User Obsession'
June 10, 2022
"There is no one right way to do things; this is deeply contextual work."
Matt LeMayYou Don’t “Get” Anyone to Do Anything
December 6, 2022
"Our CEO Brad Smith said, I’m all in on Design for Delight, but no new content — it has to reinforce what we already do."
Kaaren HansonStop Talking, Start Doing
June 9, 2017
"The people here want to be here. They want the company and customers to succeed and to change the world."
Kurdin Bazaz Liz Rytting Alex KarrCulture, DIBS & Recruiting
June 10, 2021
"Not everyone can become a great UX researcher, but a great UX researcher can come from anywhere."
Mackenzie GuinonM.C. Escher’s UX Research Career Ladder
March 9, 2022
"Great design happens because of great designing — design is a verb, not just a noun."
Dave MaloufClosing Keynote: Amplify. Not Optimize.
October 24, 2019
"Compensation is so important to thank people for their time, and you will definitely build your recruitment pool much faster if you offer it."
Marisa BernsteinIt Takes GRIT: Lessons from the Small, but Mighty World of Civic Usability Testing
December 9, 2021
