The Durability Economy

Every fair-chance hiring conversation stalls at the same place.

An employer sits across the table, interested but cautious, and asks the question underneath every other question: is this risky?

The field has an answer ready. Fair-chance hires perform as well or better.

They stay longer. The data is clear.

I went looking for that data.

What the Evidence Actually Shows

I ran a verification pass across seventeen candidate statistics, testing each against a basic standard: a named primary sour...

In October 1973, the United States Board of Parole adopted the Salient Factor Score as the risk axis of its parole guidelines.

It scored the person. Prior convictions, age at first commitment, employment history. A number came out, and that number helped decide whether someone went home.

More than fifty years later, the instruments are more sophisticated and the object has never moved. The LSI-R scored the person. COMPAS scores the person.

Every generation points the same direction: at the...

Last week, I changed my own instrument.

The Durability Index measures household stability across five domains. Until July 23, one of those domains was wage progression. It is not anymore.

Wage progression now lives one level down, as a sub-measure inside employment retention. Its old seat at the domain table belongs to Family Connection.

Here's the pattern across fifty years of workforce measurement: the instruments never change. They calcify. This issue is about why mine did, and what the ch...

Every workforce leader in America can recite the diagnosis by now.

Placements collapse. Retention leaks. The metrics count the wrong thing.

You have read it a dozen ways. You have read it from me.

Here is what almost no one puts in front of you. An employer who stopped diagnosing the problem and built the fix.

Not a pilot. Not a theory. A factory, with numbers.

The factory that stopped losing people

Nehemiah Manufacturing in Cincinnati staffs most of its floor with people who have criminal...

Your retention metric is hiding a collapse.

 Every workforce board in the country has a 90-day retention number.

It sits in grant reports. It shows up in board presentations. It gets celebrated in press releases.

Here is what it actually measures: the minimum amount of time someone has to stay employed before a funder considers the placement "successful."

Not whether the worker is stable. Not whether the household is solvent. Not whether the job will last past month four.

Ninety days measur...

The workforce development system tracks one number: did the person get a job? But employment without household stability is a revolving door.

This piece names the blind spot that turns placement rates into vanity metrics, and asks the question no workforce board is answering.

The Number That Feels Like Progress

Across America, workforce boards are presenting their annual reports. A slide displaying the placement rate appears, drawing applause from the room. The executive director feels a sens...

Your retention dashboard says the hire was successful. But the worker never made it to Day 30.

You called it a pipeline problem. It was not. It was a child care problem that no one in your hiring process ever asked about.

Full-time child care in the U.S. averaged $13,184 in 2025, a 23% increase since 2021. For single parents, that is 33% of median household income. In high-cost metros, it climbs to $25,535 per child, per year. Hold that number next to your First-Chance Hire.

They are likely a...

Fair-Chance Hiring has expanded access to employment for justice-impacted individuals.

But hiring alone does not produce household stability. A 2Gen Workforce Economy goes beyond individual job placement to build the systems architecture: employer retention infrastructure, household stability measurement, and cross-sector coordination, that turns a hire into lasting economic mobility for the worker and their family.

This article explains why Fair-Chance Hiring programs need to evolve from acce...

Retention dashboards built around placement metrics miss the most important variable in workforce durability: household stability.

When employers track hires but ignore housing, child care, and transportation barriers, talent disappears within 6 to 12 months, and leadership calls it a pipeline problem.

It is not. It is a measurement problem.

This article breaks down the ROI case for shifting from fair-chance hiring to a full 2Gen talent strategy, with data from the U.S. Chamber of Commerce, ...

For twenty years, I lived within a system that was never meant to transform me.

It was designed to contain me.

I turned my cell into a classroom. I earned degrees from Boston University. I built the early version of what later became the Psychology of Incarceration framework.

But there was something I did not do in those twenty years.

I did not prepare to “reenter” anything.

There was nothing worth going back to. The neighborhoods had changed. The economy had shifted. The man I had become ...

Fair-Chance Hiring has opened doors for justice-impacted workers.

But access alone does not produce household stability.

When workforce systems focus on job placement without addressing the structural barriers ; housing instability, child care gaps, benefits cliffs, and disconnected services ; that surround the worker, retention collapses and the system calls it individual failure. This article examines why the architecture behind Fair-Chance Hiring must be redesigned to stabilize households,...

Fair-chance hiring policies have expanded across the United States.

Yet many of these reforms leave actual hiring outcomes for people with records basically unchanged.

The fair-chance paradox occurs when organizations adopt inclusive policies without building the operational infrastructure ; manager training, retention systems, and measurable outcomes ; needed to convert policy into results. This article examines why good policies alone do not produce more hires and what organizations must bui...