Human-Centered Research on Smart TV Usage Patterns

User Research, Data Visualization

Researching Smart TV Usage Patterns and Behavior

A pilot research study to inform strategies for Smart TV product innovation and alignment with user lifestyles.

problem

A global TV company wanted to understand how users respond to micro-interactions within a Smart TV’s user interface. The goal of their research was to map how micro-interactions elicit specific emotional responses and to use this understanding to innovate and enhance Smart TV interfaces. However, a key challenge with this research was that users interact with their Smart TVs in dynamic environments, where their emotions, goals, and motivations change throughout the day, influencing how they might respond to a product’s user interface.

To address this complexity, I co-led a pilot research study with a small team, broadening the focus to explore how daily routines influence emotional responses in the context of Smart TV use, and how these insights could drive product competitiveness.

Timeline

My Role

project Team

Tools and MEthods

1o weeks

Researcher

Senior Researcher, Visual Designer

Adobe CC, Figma, interviewing, Miro, Otter, Diary Study

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Project Proposal

Rethinking the line of interaction between person and TV, our team investigated the influential factors in the broader TV-viewing environment. We conducted a one-week diary study followed by interviews with eleven participants across a diverse age range.

By capturing the decisions, activities, and emotions surrounding Smart TV use, we identified five distinct routines that inform how Smart TVs can better align with daily human habits. We presented our findings in a slide deck report, accompanied by a large-scale data visualization showcasing the patterns and rituals surrounding Smart TV use.

Diary study data visualization showing Smart TV usage patterns.

My contributions

Recruited 11 participants across 5 age brackets, ensuring a diverse representation of age, technological familiarity, household size, and usage patterns.
Designed a 7-day in-situ diary study to capture the human behaviors, needs and emotional responses to Smart TVs.
Conducted in-depth follow-up interviews with participants to further understand their usage patterns.
Led a visual designer in the development of a large scale data visualization that reveals the patterns captured through the diary study data.
Crystalized overarching themes and recommended design decisions for improving Smart TV design.
Produced a visual report deck of research findings and product strategy.

Results

Mapped 43 unique emotions across varying Smart TV use cases, uncovering innovative opportunities for tailoring product experiences through adaptive UI.
Discovered 22 activities often done in conjunction with Smart TV use, providing opportunity for device sensors and habit recognition.
Identified 5 distinct routines that influence Smart TV experiences and user preferences, positioning Smart TVs as essential lifestyle companions.
Delivered 16 design elements and 16 user stories that drive the development of adjacent household products.