This is an active research initiative, not a finished product
Content reflects work in progress — connect with us to engage directly
This is an active
research initiative, not a
finished product
Content reflects work in progress — connect with us to engage directly
Digital Depth Economy (DDE) is a research initiative developing occupational health frameworks for digital entrepreneurs and the professionals who support them
Digital Depth Economy (DDE) is a research initiative developing occupational health frameworks for digital entrepreneurs and the professionals who support them
Research Initiative
Building Occupational Health Standards
for Digital Entrepreneurs
The digital economy has no OSHA.
No workplace protections.
No prevention frameworks.
We're architecting the first digital occupational health infrastructure for digital entrepreneurs—and the professionals who serve them
The founding inquiry behind DDE
Research Initiative
Building Occupational Health Standards
for Digital Entrepreneurs
The digital economy has no OSHA.
No workplace protections.
No prevention frameworks.
We're architecting the first occupational health infrastructure for deep-thinking, deep-feeling entrepreneurs—and the professionals who serve them—across all generations.
The digital economy has no OSHA.
No workplace protections.
No prevention frameworks.
We're architecting the first digital occupational health infrastructure for digital entrepreneurs—and the professionals who serve them
The founding inquiry behind DDE
For Professionals Serving Deep-Thinking/Feeling Digital Entrepreneurs (DTFDEs)
Professional collaboration opportunity
If you work with deep-thinking, deep-feeling digital entrepreneurs, you may already be noticing patterns that standard frameworks do not explain well. This research initiative is investigating those patterns through an occupational health lens.
What You May Already Be Noticing
“I’m seeing certain clients struggle with digital business in ways that standard burnout, productivity, or mindset models do not fully explain.”
How Professionals Can Engage
Your clinical, practitioner, research, or lived perspective may help validate and refine this work. Explore the five-stage professional journey to see where you fit.
I’m Both a Practitioner and an Entrepreneur
You support DTFDEs professionally and have lived experience yourself.
I Work With This Population Professionally
You want better language, frameworks, or intervention pathways for what you are seeing.
I’m Approaching This Primarily as a Researcher
You are interested in methodology, validation, and research collaboration.
For Deep-Thinking/Feeling Digital Entrepreneurs
Research Participation Opportunity
If digital business has felt harder on your mind, body, or nervous system than it seems to feel for others, you are not alone—and you are not broken. This research is investigating why some digital entrepreneurs experience disproportionate stress, overwhelm, and burnout in online business environments.
What You May Already Recognize
“I’ve struggled with parts of digital business that seem to come easily to others. Standard advice often feels misaligned with how I naturally think and work.”
How You Can Participate
Your experience may help validate and refine this research. You may also find language and context for patterns that have been hard to explain.
Join the Research Community
Participate in studies, contribute feedback, and connect with others who share similar patterns and concerns.
Understand Digital Mismatch
Learn more about the mismatch between how you naturally process information and how digital business environments are structured.
Research Initiative Overview
The Digital Mismatch Phenomenon
This research investigates why some deep-thinking digital entrepreneurs struggle in online business environments in ways that standard frameworks do not explain well.
The working question is simple: what if the entrepreneur is not broken — what if the digital environment itself is misaligned with how some people naturally think, process, and work?
After 9 years and $100,000+ invested across four digital business niches, that question became the basis for a more systematic investigation.
Current Research Status
Pre-Validation Phase
This initiative is currently in the research and validation phase. It is not yet selling proven solutions.
This site exists to connect with research partners, study participants, and early professional collaborators while the work is still being validated and refined.
All participation helps strengthen and test the preliminary frameworks developed through the initial 9-year investigation.
Pre-Validation Research
About the Research Journey →
Bridging Youth Digital Wellness
& Adult Entrepreneur Health
Bridging Youth Digital Wellness & Adult Entrepreneur Health
Most digital wellness efforts focus on youth as consumers of digital platforms. Digital Depth Economy focuses on a different gap: what happens when digitally immersed young people grow into platform-dependent entrepreneurs without occupational health protections.
Most digital wellness efforts focus on youth as consumers of digital platforms. Digital Depth Economy focuses on a different gap: what happens when digitally immersed young people grow into platform-dependent entrepreneurs without occupational health protections.
57% of Gen Z aspire to digital entrepreneurship
or creator careers (Morning Consult, 2023–2024) — yet no occupational health
frameworks for prevention or rehabilitation in digital entrepreneurship currently exist
57% of Gen Z aspire to digital entrepreneurship
or creator careers
(Morning Consult, 2023–2024) —
yet no occupational health
frameworks for prevention or rehabilitation in digital entrepreneurship currently exist
This research initiative addresses that gap through three stages:
Prevention — helping young people recognize platform harm before career entry
Intervention — supporting emerging entrepreneurs in early-stage digital business strain
Rehabilitation — helping experienced entrepreneurs recover from platform dependency
Research pathway for collaborators
A five-stage pathway for clinicians, researchers, and institutional collaborators exploring this emerging population.
Stage 1
Professional Discovery & Pattern Recognition
Stage 2
Professional Evaluation & Relevance Assessment
Stage 3
Application & Opportunity Evaluation
Stage 4
Collaboration Assessment
Stage 5
Partnership Commitment
Notice recurring client or participant patterns that do not fit standard burnout, business, or mental health frameworks
Assess whether the Digital Mismatch framework helps explain cases, populations, or outcomes you are already seeing in practice.
Explore where this framework may support research, education, prevention, assessment, or early intervention efforts
Discuss fit, scope, ethics, and readiness for potential collaboration, validation, or pilot implementation.
Enter a more formal relationship to support validation, refinement, and responsible development of the research initiative.
Current Research Status
Explore the five-stage research journey for professionals serving deep-thinking entrepreneurs
Stage 1
Professional Discovery & Pattern Recognition
Notice recurring client or participant patterns that do not fit standard burnout, business, or mental health frameworks
Stage 2
Professional Evaluation & Relevance Assessment
Assess whether the Digital Mismatch framework helps explain cases, populations, or outcomes you are already seeing in practice.
Stage 3
Application & Opportunity Evaluation
Explore where this framework may support research, education, prevention, assessment, or early intervention efforts
Stage 4
Collaboration Assessment
Discuss fit, scope, ethics, and readiness for potential collaboration, validation, or pilot implementation.
Stage 5
Partnership Commitment
Enter a more formal relationship to support validation, refinement, and responsible development of the research initiative.
Current Research Status
Explore the five-stage research journey for professionals serving deep-thinking entrepreneurs
Stage 1
Professional Discovery & Pattern Recognition
Stage 2
Professional Evaluation & Relevance Assessment
Stage 3
Application & Opportunity Evaluation
Stage 4
Collaboration Assessment
Stage 5
Partnership Commitment
Recognize patterns in your professional experience that align with the Digital Mismatch phenomenon. Validate your professional intuition about this underserved population.
Recognize patterns in your professional experience that align with the Digital Mismatch phenomenon. Validate your professional intuition about this underserved population.
Recognize patterns in your professional experience that align with the Digital Mismatch phenomenon. Validate your professional intuition about this underserved population.
Recognize patterns in your professional experience that align with the Digital Mismatch phenomenon. Validate your professional intuition about this underserved population.
Recognize patterns in your professional experience that align with the Digital Mismatch phenomenon. Validate your professional intuition about this underserved population.
Research Credibility
9-Year Longitudinal Study
Built from nine years of direct immersion, pattern tracking, financial investment, and lived investigation across multiple digital business environments
Mixed-Methods Approach
Combines lived observation, qualitative pattern recognition, framework development, and ongoing validation through structured research inquiry
Academic Collaboration
Designed for validation alongside clinicians, researchers, and institutional partners who can test, challenge, and refine the framework responsibly
