Insights
Mental health data,
openly shared.
Data analysis and research on the therapist shortage, workforce burnout, and treatment access. Built from public federal datasets, not opinion.
Featured
data · insurance · denials · billing · 8 min read
Your Insurance Company Is Betting You Won't Appeal — And 99.7% of the Time, They're Right
I analyzed 1.25 billion insurance claims across three years of CMS data. Denial rates surged 17%. Appeal overturn rates prove insurers know their denials are wrong. But 99.7% of providers never fight back.
Kamal Grewal·May 2026
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More resources
Guides and research for therapists in private practice.
AI · session notes · documentation · 8 min
How AI Session Notes Are Saving Private Practice Therapists 5+ Hours a Week
Documentation is the #1 time drain for solo therapists. Here's how AI session note tools work, what to look for, and how to evaluate whether one is right for your practice.
HIPAA · AI tools · compliance · 8 min
The Therapist's Complete Guide to HIPAA-Compliant AI Tools in 2025
Everything solo private practice therapists need to know before using AI tools in their practice — what HIPAA actually requires, which AI tools are compliant, and what to look for in a BAA.
burnout · documentation · time management · 8 min
Therapist Burnout Starts with Paperwork: How to Reclaim 6+ Hours a Week
Administrative burden is the leading driver of therapist burnout. This post breaks down where the time actually goes and what solo practitioners are doing to get it back.
practice management · software comparison · solo practice · 8 min
The Best Practice Management Software for Solo Therapists in 2025 (Honest Comparison)
Running a solo private practice means wearing every hat. Here's an honest breakdown of the top practice management platforms — what they cost, what they do well, and where they fall short.
SOAP notes · documentation · templates · 8 min
How to Write SOAP Notes in Under 5 Minutes (Without Sacrificing Quality)
A step-by-step guide for therapists who want faster, cleaner SOAP notes — including templates, common mistakes, and how AI can handle the first draft.
data · policy · women's health · 7 min
I Ran the Numbers on Abortion Restrictions and Depression. The Data Tells a Different Story Than Either Side Expects.
I downloaded CDC BRFSS data, SAMHSA state estimates, and cross-referenced them with abortion policy status for all 50 states. The averages don't tell the story you'd expect — but the longitudinal research does. Here's what four peer-reviewed studies and 1.1 million data points actually show.
practice · documentation · outcomes · 8 min
The Therapy Hour Gets All the Attention. The Work Between Sessions Is Where Outcomes Are Made or Lost.
Therapists spend 35% of their time on documentation, clients forget 80% of session content within a week, and between-session engagement is the strongest predictor of treatment outcomes. Here's what the research says — and what's changing.
data · workforce · licensure · 7 min
50,000 People Graduate as Therapists Every Year. Only Half Get Licensed.
The therapist pipeline is leaking at every stage — from graduation to licensing exams to burnout. Here's what the data shows, why it matters for the shortage crisis, and what can actually fix it.
data · workforce · shortage · 7 min
America's Therapist Shortage Is 50x Worse Than the Federal Numbers Suggest
HRSA says we need 5,037 more therapists. The real math — 61.5 million adults with a mental health condition, realistic caseloads, and a workforce bleeding out to burnout — puts the gap closer to 250,000. Here's what the data actually shows.
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