The Durability Economy

Keisha Thompson got a raise last month. One dollar more per hour. Her supervisor signed the paperwork. HR sent the congratulations email. Payroll updated the system.

Nobody modeled what happened next.

That $1/hour raise, $2,080 per year before taxes, pushed her household income from $33,000 to $34,000.

In Ohio, that $1,000 increase triggered the loss of more than $4,600 in public benefits (Sen. Jon Husted, Upward Mobility Act, 2026).

The raise your HR team celebrated just cost her household ...

The cost is already on your books. You just filed it under the wrong line item.

Every employer in the country tracks turnover.

How many left. How many were replaced. What the recruiter cost. What the temp agency charged to fill the gap while the req sat open.

Here is the number almost none of them track: the household condition of the worker who quit.

Not the exit interview answer. The real one. The child care arrangement that collapsed. The rent payment that fell behind. The second shift th...

You placed the worker. You never checked whether the household could survive the offer.

Every fair-chance hiring program in the country has a placement number. How many hired. How many reached 90 days. How many employers signed on.

Here is the number none of them track: the cost of child care in the worker's market against the wage on the offer letter.

That is not an oversight. It is a design failure.

And it is collapsing households faster than your program can count placements.

The Math No...

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 se...

The Durability Index shifts the standard of success from job placement to household stability.

Developed as part of the 2Generation Economy Blueprint, it scores households across five domains ; employment retention, wage progression, housing stability, financial resilience, and justice-system stability ; to determine whether workforce interventions are producing lasting economic mobility or temporary activity.

We have made Fair-Chance Hiring normal. We have made it a talking point at conferenc...

Workforce development and reinvention programs across the United States measure success by job placements, but research consistently shows that unstable, low-quality employment fails to deliver long-term desistance or household stability.

The 2Generation Economy metric shifts the unit of measurement from individual job placement to household economic mobility ; tracking employment retention, housing stability, wage progression, and family well-being over 12 to 24 months. This article examines w...

Recent data shows states spent an estimated $10 billion incarcerating people for supervision violations.

Let that number hit you.

Because it isn’t just a criminal justice problem. It’s workforce transformation. It’s economic growth. It’s social impact leadership ; grounded in lived experience as system intelligence.

We keep calling it accountability. But too often, it’s a system rewarding itself for doing more of the same.

Here’s the uncomfortable truth.

Measurement is destiny.

Change th...

The 2Generation Blueprint shifts the unit of intervention from the individual to the household.

Rather than measuring success by job placements or program completions alone, the 2Gen approach tracks household stability across five domains.

Employment, housing, child care, financial resilience, and family well-being. Here are five evidence-based facts about how 2Generation metrics change outcomes for justice-impacted families and the communities they return to.

Fact 1: The Unit of Service De...

Every CFO in America knows how to calculate customer lifetime value.

Every operations director knows how to measure process efficiency.

Every supply chain manager knows how to track failure rates.

But when it comes to criminal justice, we suddenly forget basic economics and start talking about "redemption" and "second chances."

I'm not against redemption. I spent 20 years incarcerated. I believe in second chances.

But I also believe in spreadsheets.

And the spreadsheet on recidivism does...