---
title: The Metric Transit Forgot
description: Explore how Run Equity Score™ reveals the hidden costs of transit scheduling, emphasizing the importance of measuring time alongside pay to enhance operator well-being.
image: https://www.patrickeparents.com/hubfs/5998a5fb-c34b-4f34-8fc8-3bccfea8b9e3.png
---

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# The Metric Transit Forgot

[By \- Patrick E Parents,](https://www.patrickeparents.com/media/author/patrick-e-parents)  Sep 23, 2026

![ Featured Image](https://www.patrickeparents.com/hs-fs/hubfs/5998a5fb-c34b-4f34-8fc8-3bccfea8b9e3.png?width=1672&height=941&name=5998a5fb-c34b-4f34-8fc8-3bccfea8b9e3.png)

A few years back, when I moved into service development, I found myself on the other side of the table.

I wasn’t just an operator anymore — I was a scheduler.

I was responsible for building run cuts and then sitting in review meetings with the union, walking through what I had designed and why. Those meetings weren’t theoretical. They were real conversations with real stakes, because schedules don’t just move buses — they shape people’s lives.

As a former operator, I built my run cuts a certain way on purpose.

I prioritized time.

Not because money didn’t matter, but because I understood something from experience: time is the only resource we don’t get more of. Once it’s gone, it’s gone.

So when I had the chance to design runs, I often leaned toward structures that reduced long unpaid gaps or shortened the total span of the day, even if it meant trading some money for a more livable schedule.

That approach didn’t always land well.

The pushback I got from the union was fair and predictable. Their role was to protect earnings. Money is tangible. It’s easy to measure. It shows up on a check.

Time, on the other hand, was treated as secondary — almost abstract.

What I realized in those conversations was that we weren’t arguing about fairness.

We were arguing about what we were measuring.

**Money had a measurement**

**Time didn’t.**

**So time always lost the debate.**

That tension stayed with me long after those meetings.

Later, in 2020, I tried to solve the problem from a completely different angle.

I launched a startup called Supir, an on-demand bus driver service. At that point, I was no longer a full-time operator. I was a full-time entrepreneur, working 100% as a contractor.

In theory, this should have been the most flexible version of driving possible.

In reality, it exposed something important.

When I approached clients, there was significant resistance as soon as they learned drivers were working for multiple entities. Even though the work was legal, insured, and structured, the presence of other driving clients immediately raised red flags.

From their perspective, it introduced risk:

- scheduling conflicts
- fatigue exposure
- rest and hours-of-service concerns
- uncertainty around availability

When you layer in regulatory requirements around rest, reporting, and safety, it became clear that many drivers — especially those already tied to long or fragmented schedules — were effectively untouchable by other entities.

The market itself was telling me something.

Even in a fully flexible, contractor-based model, **“dead time” wasn’t truly usable.**

Not because drivers didn’t want to work, but because the system couldn’t reliably support them working elsewhere without increasing risk.

That was the moment it clicked for me.

Those unpaid gaps in a split run aren’t just inconvenient — they actively block economic opportunity. They tie up time without creating usable capacity.

And none of that shows up when we only look at **paid** hours.

Back in operations, I’d seen this play out on bid sheets.

Two runs might pay the same eight hours at the same rate.

One might be a straight run — report, work continuously, and be done in roughly nine hours total.

The other might be a split run — a few hours in the morning, a long unpaid gap in the middle of the day, then back out for the evening pull-out.

By the time you factor in travel, relief points, and the need to be early to avoid penalties, that “eight-hour” run can easily consume eleven or more hours of your day.

Same pay.

**Very different life cost.**

Eventually, I stopped trying to argue the point and started measuring it.

That’s what led to **Run Equity Score™ (RES).**

Run Equity Score™ is a workforce measurement framework that compares contractual pay to the total time a worker is tied to an assignment.

The framework can be applied across individual runs or entire systems to make time visible — to put a number next to something operators have always felt but organizations have rarely quantified.

RES isn’t an accusation about intent or compliance.

It’s a way to better understand what an assignment is actually asking of the person performing it.

And one thing I want to be clear about:

**A low Run Equity Score™ isn’t inherently bad.**

Just like a low credit score, it’s not a judgment.

**It’s a signal.**

Some runs are intentionally hard. Some exist because service demands require them. Some have long spans or splits that can’t realistically be eliminated.

The issue isn’t that those runs exist — it’s that they may require additional leverage or support to remain sustainable.

Where this shows up most clearly is with newer operators.

Early in their careers, operators typically have lower seniority, fewer bidding options, and lower hourly rates. When those operators land on low-equity runs, the math works against them twice:

More time consumed.

Less money earned per hour of life given.

**That’s not a motivation problem.**

**It’s not a discipline problem.**

**It’s a math problem.**

When that math isn’t visible, organizations can be surprised later by outcomes they didn’t intend — frustration, call-outs, or turnover — especially among newer employees who haven’t yet built the seniority or financial buffers that make difficult runs more tolerable.

Run Equity Score™ doesn’t say those runs shouldn’t exist.

It helps organizations understand which runs may require more support to be viable — **and which types of operators may be better suited for different pieces of work.**

That distinction matters.

A split shift that frustrates one operator may fit perfectly into another operator’s life. An early report may be extremely difficult for a parent responsible for school drop-off while being ideal for someone who prefers to have their afternoons free.

The goal isn’t to make every run identical.

**The goal is to understand every run.**

Through a **Run Equity Assessment**, agencies can evaluate their run structure, identify assignments with elevated workforce risk, develop clearer run profiles, and better understand how different pieces of work may align with different operator lifestyles.

That creates an opportunity to think about attendance, recruitment, fatigue, retention, and workforce planning **before** those challenges appear somewhere else in the organization.

The foundational definitions behind Run Equity Score™ are now documented.

Whether agencies, unions, or planners choose to use the framework or not, the question it raises is one I wish we had been able to ask earlier — on both sides of the table:

## If two runs pay the same, are they actually equal?

I built Run Equity Score™ because I believe understanding the answer gives transit organizations another tool for understanding the people behind the service.

Because sometimes the problem isn’t the operator.

And sometimes it isn’t the schedule.

**Sometimes we just haven’t been measuring the right thing.**

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