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RESEARCH

Questions That Lead to Better Understanding.

I don’t see research as collecting answers. I see it as learning how to ask better questions about people. My interests connect psychology, behavioral science, mental health communication, and human-centered technology because each offers a different way of understanding people.

This page documents verified experiences, presentations, publications, and the questions that continue to shape my learning.

Research Areas

01

Psychology

Every conversation begins with a person, not a theory.

02

Behavioral Science

Human behavior often makes sense once we understand context.

03

Mental Health Communication

Difficult conversations become possible when people feel heard.

04

Artificial Intelligence & Human-Centered Technology

Technology should understand people before expecting people to understand technology.

FEATURED RESEARCH · LONG-TERM COLLABORATIVE RESEARCH

Stanford CHIPAO

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Stanford CHIPAO

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FUTURE EVIDENCE R01

CHIPAO Program Record

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My work with Stanford CHIPAO involved long-term collaboration focused on youth mental health and interactive theater. This experience underscored that meaningful research relies on active listening and empathetic observation across diverse groups.

Research can begin by learning how to listen.

Listening changed the way I think.

Research begins long before data is collected.

FEATURED RESEARCH · RESEARCH COMMUNICATION

AACAP Oral Presentation

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AACAP Seattle 2024

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FUTURE EVIDENCE R02

Official Presentation Record

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Seattle · 2024

Presenting at the AACAP Annual Meeting highlighted the importance of translating complex research for professional audiences. It reinforced my belief that responsible communication is a fundamental stage of the scientific process.

Research becomes more meaningful when ideas can be shared, questioned, and discussed openly.

FEATURED RESEARCH · RESEARCH WRITING

JAACAP Connect

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JAACAP Connect Contribution

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Publication Details

Contributing to JAACAP Connect allowed me to refine research into a structured, written format. This process demanded clarity and organizational rigor to effectively represent intricate behavioral concepts for a global readership.

Good research must also be communicated with care.

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Role

Contributor

Citation

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Every question opens another.

Curiosity is not the end of research. It is where the next chapter begins.

How I Approach a Question

01

Observe

Pay attention before reaching conclusions.

02

Ask

Transform observations into meaningful questions.

03

Investigate

Learn through discussion, reading, collaboration, and evidence.

04

Reflect

Consider alternative perspectives.

05

Communicate

Share ideas clearly, carefully, and responsibly.

DEVELOPING RESEARCH DIRECTION

Human-Centered AI and Robotics

My interests are increasingly connecting psychology, behavioral science, and emerging technologies such as artificial intelligence and robotics.Rather than viewing technology simply as a tool for efficiency, I am interested in how it can better understand emotion, communication, accessibility, and real human needs.As I continue my education, I hope to explore how thoughtful design and interdisciplinary research can help create systems that are not only more capable, but also more human-centered.

This reflects the direction I hope to pursue through future study, research, and collaboration. It is not a claim of completed AI or robotics research.

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AI and Robotics Development

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Research Principles
Ask Better Questions

A thoughtful question is often more valuable than a quick answer.

Respect Complexity

Human behavior deserves careful interpretation.

Communicate Responsibly

Evidence matters, but so does clarity.

Design Around People

Technology should adapt to people, not the other way around.

Research is a way of learning how to see more carefully.

Every experience introduces new questions.Every collaboration offers another opportunity to learn.I hope to continue exploring psychology, behavioral science, and human-centered technology through future study, research, and meaningful collaboration.

Research Areas

01

Psychology

Every conversation begins with a person, not a theory.

02

Behavioral Science

Human behavior often makes sense once we understand context.

03

Mental Health Communication

Difficult conversations become possible when people feel heard.

04

Artificial Intelligence & Human-Centered Technology

Technology should understand people before expecting people to understand technology.

FEATURED RESEARCH · LONG-TERM COLLABORATIVE RESEARCH

Stanford CHIPAO

Through Stanford CHIPAO, I have participated in a long-term collaborative environment exploring youth mental health communication through interactive theater, discussion, and research.

This experience taught me that meaningful research often begins by listening carefully before trying to explain.

Working alongside students, families, clinicians, and researchers helped me appreciate the importance of empathy, communication, and thoughtful observation.

Research can begin by learning how to listen.

What Changed My Thinking

Before joining Stanford CHIPAO, I thought research was mainly about collecting information. Over time, I realized that meaningful research often begins by listening before trying to explain. That lesson continues to shape every project I pursue today.

Listening changes conversations.

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Stanford CHIPAO

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FUTURE EVIDENCE R01

CHIPAO Program Record

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Speaking to Researchers

FEATURED RESEARCH · RESEARCH COMMUNICATION

Seattle · 2024

Presenting at the American Academy of Child and Adolescent Psychiatry Annual Meeting provided an opportunity to communicate research thoughtfully to a professional audience.

The experience reinforced that careful communication is an essential part of responsible research.

Presenting research taught me that communication is not separate from research. If an idea cannot be understood by people from different backgrounds, it still has room to grow.

Explaining ideas changes how we understand them.

FUTURE IMAGE R02

AACAP Seattle 2024

Replace later with a verified photograph of Troy presenting, speaking beside slides, or participating in the conference setting.

TEMPORARY PRODUCTION NOTE — REMOVE AFTER VERIFIED MEDIA IS ADDED

FUTURE EVIDENCE R02

Official Presentation Record

Replace later with a verified conference badge, official program listing, presentation slide, event schedule, or official program record. Do not invent a session name or presentation title.

TEMPORARY PRODUCTION NOTE — REMOVE AFTER VERIFIED MEDIA IS ADDED

JAACAP Connect

FEATURED RESEARCH · RESEARCH WRITING

Contributing to JAACAP Connect extended research communication beyond presentations into written form.

Writing required careful organization, clarity, and responsibility in representing complex ideas for readers.

Writing forced me to organize ideas more carefully than speaking ever could. Every revision helped me discover what I truly understood and what still needed deeper thinking.

Writing reveals what we truly know.

FUTURE DOCUMENT R03

JAACAP Connect Contribution

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TEMPORARY PRODUCTION NOTE — REMOVE AFTER VERIFIED MEDIA IS ADDED

Publication Details

Title

To be added after verification.

Role

Contributor

Citation

To be added after verification.

DEVELOPING RESEARCH DIRECTION

Human-Centered AI and Robotics

My interests are increasingly connecting psychology, behavioral science, and emerging technologies such as artificial intelligence and robotics.

Rather than viewing technology simply as a tool for efficiency, I am interested in how it can better understand emotion, communication, accessibility, and real human needs.

As I continue my education, I hope to explore how thoughtful design and interdisciplinary research can help create systems that are not only more capable, but also more human-centered.

The more I learn about technology, the more I realize that understanding people comes first. My long-term goal is not simply to build smarter systems, but to design technology that listens, adapts, and supports human needs.

Better technology begins with better empathy.

This reflects the direction I hope to pursue through future study, research, and collaboration. It is not a claim of completed AI or robotics research.

Research Principles

Ask Better Questions

A thoughtful question is often more valuable than a quick answer.

Good research rarely begins with certainty. It begins with curiosity.

Respect Complexity

Human behavior deserves careful interpretation.

People cannot always be understood through simple answers.

Communicate Responsibly

Evidence matters, but so does clarity.

Evidence matters. So does empathy.

Design Around People

Technology should adapt to people, not the other way around.

Technology should fit people, not the other way around.

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