Year One Metrics for Direct Contracts: What to Track and When to Worry

The first year of a direct contract is where most programs either prove themselves or quietly stall.

The pattern is depressingly consistent:

• Everyone is excited at launch.
• No one writes down what success looks like.
• Twelve months later, you have anecdotes instead of a verdict.

A direct contract without a Year One scoreboard is just a more complicated network story.

You do not need a perfect dashboard. You do need a small set of metrics that tell you whether the model deserves more of your balance sheet.

Here is a practical Year One framework that keeps you honest without turning the program into a science project.

1. Steerage into the direct pathway

If members do not use the direct path, nothing else matters.

Track, by service line and geography:

• Eligible cases – members who met the clinical and geographic criteria
• Offered cases – how many of those were actually offered the direct option
• Completed cases – how many completed episodes in the direct pathway

Then calculate:

• Offer rate = offered ÷ eligible
• Steerage rate = completed ÷ eligible

As a rough bar:

• By 90 days, you should see offer rates north of 60% and steerage in the 30–40% range for targeted services.
• By the end of Year One, healthy programs often land in the 50–70% steerage band for well‑chosen service lines.

If those numbers are flat after the first 3–4 months, you have a navigation and incentive problem, not a contract problem.

2. Unit cost vs. baseline

Direct contracting is not worth the lift if your unit cost looks like your PPO.

For each targeted service line, compare:

• Average allowed amount per case in the direct pathway
• Average allowed amount per case for similar cases through the legacy network
• Your pre‑contract baseline for both

You are looking for:

• A clear, sustained gap where direct pathway unit costs are materially lower
• No obvious cost‑shift (for example, shorter stays but more readmissions or higher post‑acute spend)

You do not need penny‑perfect risk adjustment.

You do need enough signal to say: "For these services, we are paying less per case than we were before, for comparable risk."

If your TPA or analytics partner cannot give you that view within the first 6–9 months, your data rights and implementation are too weak.

3. Volume concentration and leakage

You also need to see where the money is actually flowing.

For in‑scope services, track:

• Percentage of spend going to direct contract providers vs the legacy network
• Number of unique facilities and physicians capturing that spend

Patterns to watch:

• If spend is still fragmented across dozens of sites despite a direct program, your steerage design is not biting.
• If one partner is suddenly capturing 80–90% of volume, double‑check capacity, quality, and access so you do not create a new single‑point‑of‑failure.

This is where you catch both leakage and over‑concentration before they become stories in employee town halls.

4. Access and member experience

If the direct path feels worse to members, you will eventually pay for it in politics.

Keep it simple:

• Time to first available appointment vs baseline
• Pre‑cert turnaround time for direct pathway cases
• A short post‑episode pulse (for example, 1–10 satisfaction and "Would you choose this path again?")

You are not running a CAHPS survey.

You are checking whether the story you told at launch matches what people are feeling on the ground.

If cost improves but access or experience is clearly worse, assume that will show up later as:

• Exceptions and work‑arounds
• HR escalations
• Union or employee‑relations noise

5. Provider experience and operational friction

Your provider partners are not passive vendors. If the program is painful for them, they will stop leaning in.

Ask them, systematically:

• Are we paying on time according to the contract (for example, 30 days vs the 70–90 day carrier reality)?
• Are claims being priced and adjudicated as expected?
• Where are your teams running into friction with eligibility, pre‑cert, or billing?

Track:

• Number and type of disputes per 100 claims
• Average days to resolve those disputes

If this looks worse than your PPO experience, you have simply moved the administrative pain from one stack to another.

6. A simple program P&L

By the end of Year One, you should be able to articulate, even roughly:

• Savings from lower unit costs and better steerage (as a range)
• Program operating costs – vendor fees, internal FTE, member incentives, and any travel benefits

A credible Year One statement sounds like:

"On a $12M slice of spend, we invested about $300k in operating the program and realized between $500k and $900k in avoided claims costs, depending on how conservative you are about the baseline."

If you cannot put numbers like that on one slide, your program is not ready for a serious conversation with finance.

When to worry (and what to change)

Year One will not be perfect. But certain patterns are real red flags:

• Steerage stuck below 25–30% of eligible cases after six months
• No material unit cost difference vs legacy for targeted services
• Growing member or provider complaints specifically tied to the program
• Data that arrives too slowly or too inconsistently to support decisions

In those cases, you have three knobs to turn:

1. Fix navigation and incentives. If members are not seeing or valuing the direct path, start there.
2. Tighten or renegotiate contract mechanics. Especially around data feeds, access guarantees, and case rates.
3. Narrow or pause the program. It is better to shrink scope or hit pause than to pretend a failing model is a success.

The bottom line

You do not need a beautiful dashboard to manage a direct contract in Year One.

You do need to be able to answer five blunt questions:

1. Are members actually using the path?
2. Are we paying less per case than before, for comparable services?
3. Is spend flowing where we want it to?
4. Do members and providers still want to be in this arrangement?
5. Is the program earning more than it costs to run?

If you cannot answer those, you are flying without instruments—and you should expect your CFO to treat the program as a story, not a strategy.