The Missed Tricks, Part 1: Why Private Rehabs Should Embrace Data Transparency

Without a shared framework for standardised outcomes data, families are asked to make life-changing decisions based on glossy websites and testimonials. This gap in transparency isn't an inconvenience. It's dangerous.

Two worlds, one problem

Half a career in publicly funded rehabs, the other half in a luxury clinic, and the pattern is clear: the private sector has the resources but almost no data. Public services have data but very few resources. The two worlds rarely cross over, and that's a missed opportunity with real-world consequences.

The transparency gap

Where is the evidence from private rehabs? Why is the absence of even basic outcome data so widely accepted? Families make huge emotional and financial investments with almost no evidence base to guide them. As one commentator put it: if luxury amenities led to better outcomes, luxury rehabs would have the best success rates. They don't. If they did, they'd tell us.

Public sector providers are generally required to record interventions, discharge data, and aftercare engagement. It isn't perfect, but it creates accountability.

A model that works

The FoRSE project proves consensus is possible: 136 facilities contributed to a five-year study, producing an Outcomes Toolkit and a genuine dataset. Not every gap is closed, and insurance-funded treatment forced their hand in some ways, but they've done what's often called impossible.

Why don't more services collect data?

Four reasons come up again and again: confidentiality concerns (real, but manageable through clear communication about anonymisation), lack of consensus on models and measures (a challenge, not a justification), fear that data might look bad (transparency builds far more trust than silence), and resource constraints (short-term thinking that costs more than it saves).

What data unlocks

Evidence-based practice, built on what actually reduces relapse risk rather than funding restrictions. Innovation, since patterns in large datasets often surface discoveries that refine the work. Benchmarking, so services learn from each other rather than repeating the same gaps. Better policy and funding decisions, grounded in evidence rather than appearance. And trust, the foundation any healthy treatment system needs.

Change starts small

Make outcome measurement a stated organisational priority. Find and empower the people already drawn to data. Use assessment tools already in place: AUDIT, GAD-7, SDS, and simple options like Scott Miller's ORS and SRS. Then publish: completion rates, six- and twelve-month follow-ups, satisfaction, aftercare engagement.

If you're a family considering treatment, ask directly: What are your completion rates? How many clients remain abstinent after six months? Do you publish your results? You deserve clear answers.

Recovery isn't just about hope. It's about evidence, and the more it's shared, the better everyone becomes.