Most dentists know how much production they generated last month. They can probably tell you their collections and how many new patients walked through the door.

But ask them what they can do this week to improve those numbers, and the answer gets a little more complicated.

I recently listened to an interesting episode of the Dentalpreneur Podcast, where Dr. Mark Costes and Ashlee Hirschfeld discussed the financial and operational metrics every dental practice owner should understand.

One topic that stood out was the difference between leading and lagging indicators.

It's a relatively simple concept in business, but I think it has significant implications for how dentists manage and grow their practices.

Most dental analytics software focuses heavily on reporting performance. You can see your production, collections, new patients, case acceptance, and dozens of other metrics.

That's useful information.

But once you understand how your practice is performing, the next question is what you can actually do to improve it.

And that's where leading indicators become interesting.

Understanding Leading and Lagging Indicators in Dentistry

The concept of leading and lagging indicators has been around for a long time.

It's also a major component of The 4 Disciplines of Execution by FranklinCovey, which focuses on helping organizations translate business goals into measurable actions.

A lagging indicator measures something that has already happened.

Your production last month is a lagging indicator. So are your collections, new patients seen, and completed appointments.

These numbers tell you how the business performed during a specific period.

A leading indicator measures an activity that can influence future results.

For example, if your practice has a problem with appointment no-shows, you might start tracking how consistently your front desk confirms upcoming appointments.

The confirmation process is something your team can directly control. The show rate is the outcome you're trying to improve.

There's an important distinction here.

Setting a goal of increasing production by 15% doesn't make production a leading indicator. It's still an outcome.

A useful leading indicator tracks a specific activity your team can influence, ideally one with a measurable relationship to the result you're trying to achieve.

And different dental practices will have different priorities.

A practice struggling with patient retention might focus on hygiene reappointments.

Another might focus on scheduling accepted treatment.

A third might need to improve how its clinical schedule is organized.

Here are five areas where understanding these relationships can help dental owners make better decisions.

1. Appointment Show Rates: What Happens Before the Patient Arrives?

A missed appointment can create problems throughout the day.

The provider has reserved time, employees are scheduled, and the practice may have turned away another patient who could have used that appointment.

According to Henry Schein One's 2026 Catalyst Index, the average no-show rate among practices in its dataset was 4%. The top 10% of practices had a no-show rate below 1%.

That's a meaningful difference.

The report doesn't establish exactly which processes caused that gap, but it raises an obvious question: what are the better-performing practices doing differently?

Appointment confirmations are one place to investigate.

If your front desk isn't consistently confirming appointments, you can address that immediately.

You might establish a process where every patient receives a reminder and higher-risk appointments receive additional personal follow-up.

You could also review how far in advance appointments are scheduled and whether certain appointment types have higher cancellation rates.

Then track the results.

For this example:

Lagging KPI: Appointment show rate.

Leading activity: Percentage of upcoming appointments receiving the required confirmation and follow-up.

Your team can improve the confirmation process this week and monitor whether show rates improve over time.

2. Hygiene Reappointments: Improving Patient Retention

Hygiene reappointment rates are among the more useful indicators of patient retention.

A practice with strong hygiene reappointments has more predictable future patient visits and better continuity of preventive care.

But maintaining those relationships requires a consistent process.

Consider a practice where hygiene patients regularly leave without scheduling their next visit.

Maybe the front desk is overwhelmed. Perhaps appointment availability is limited. Or the team hasn't established a reliable checkout process.

Over time, those missed reappointments can accumulate.

One way to address the problem is to establish a consistent process for offering patients their next hygiene appointment before they leave.

Then measure how often that process is completed.

For example:

Lagging KPI: Hygiene reappointment rate.

Leading activity: Percentage of eligible hygiene patients offered a next appointment before checkout.

The second number helps explain whether the team is consistently following the process.

If reappointments remain low despite consistent scheduling attempts, you can investigate other factors, such as appointment availability or patient preferences.

This is where connecting different dental KPIs becomes useful.

You can track hygiene reappointments alongside appointment availability, completed hygiene visits, and hygiene production to better understand what's happening.

3. Case Acceptance: What Happens After Treatment Is Presented?

Case acceptance is another area where dental practices can benefit from understanding the underlying process.

A dentist may diagnose and present clinically appropriate treatment, but patients don't always move forward immediately.

Some need time to consider their options. Others have financial concerns or scheduling limitations.

And some patients simply leave without a clear follow-up plan.

A practice might review its monthly case acceptance percentage and recognize that it's declining.

But the number alone doesn't tell the team what to improve.

It helps to examine what happens during and after treatment presentation.

Does the patient understand the recommended care?

Are financing options explained when appropriate?

Is someone responsible for following up with patients who want more time?

Are patients having trouble finding appointment availability?

These are operational questions that can be investigated.

A practice might decide to implement a consistent follow-up process for patients with unscheduled accepted treatment.

For example:

Lagging KPI: Treatment completion rate.

Leading activity: Percentage of unscheduled, accepted treatment plans receiving appropriate follow-up within an established timeframe.

You can then monitor whether the process improves scheduling and treatment completion.

There's also an important clinical distinction. Treatment decisions should always be based on patient needs and informed consent. Financial metrics can help evaluate the administrative process surrounding care, but they shouldn't determine clinical diagnoses.

The larger point is that case acceptance and completion can be influenced by several different activities.

Understanding which part of the process needs attention makes it easier to decide what to improve.

4. Production Per Doctor Day: Protecting Clinical Capacity

One of the most interesting parts of the Dentalpreneur Podcast was Mark's discussion about dentists becoming overly focused on reducing overhead.

He describes situations where a dentist avoids hiring a hygienist to save money, even though that decision may require the dentist to spend time performing procedures that could otherwise be handled by a qualified hygienist.

His observation was simple: sometimes business owners step over dollars to pick up pennies.

It's a good example of why tracking individual expenses without understanding their impact on the business can lead to poor decisions.

A practice might save money on staffing while sacrificing clinical capacity.

The same principle applies to scheduling.

Mark discusses how he began using block scheduling to organize procedures throughout the day.

Instead of allowing the schedule to fill randomly, he established time blocks around different types of clinical appointments.

The approach helped him better manage his time and create a more consistent production schedule.

There's an opportunity here for dental practice owners to examine how they're allocating clinical capacity.

For example, how much adjusted production does each doctor generate per clinical day?

How much time is being lost to cancellations or poorly organized scheduling?

Are appropriate high-complexity procedures receiving sufficient appointment time?

Is the dentist spending time on tasks that qualified team members could handle?

For this example:

Lagging KPI: Adjusted production per doctor day.

Leading activity: Percentage of designated clinical appointment blocks scheduled according to the practice's established scheduling guidelines.

Tracking that process can help determine whether changes in scheduling are associated with improvements in production and provider efficiency.

Of course, the clinical needs of the patient always determine how much time a procedure requires.

The purpose is to better organize available capacity and reduce avoidable inefficiencies.

5. Collections: Improving the Process Behind the Numbers

Collections are another important measure of dental practice performance.

You can generate substantial production, but the practice still needs to collect the money it's owed.

Insurance claims, patient balances, billing errors, and delayed payments can all affect collections.

A dentist might review collections at the end of the month and discover that the number is lower than expected.

But by then, some of the underlying problems may have been developing for weeks.

One way to improve visibility is to track the activities involved in the revenue cycle.

Are insurance claims being submitted promptly?

Are rejected claims being corrected?

Is the billing team consistently reviewing aging accounts receivable?

Are patient payment arrangements being documented and followed up appropriately?

These are processes your team can evaluate regularly.

For example:

Lagging KPI: Collections relative to adjusted production, evaluated over an appropriate period.

Leading activity: Percentage of eligible claims submitted correctly within the practice's required timeframe.

You could also monitor the percentage of overdue claims receiving timely follow-up.

These activities won't eliminate insurance delays or guarantee payment, but they can help prevent avoidable problems.

And because insurance collections often lag completed production, it's important to review trends over time rather than relying on one month's numbers.

The Problem With Tracking Too Many Dental KPIs

There's another side to this discussion that I think deserves attention.

Dental practice owners can become so focused on tracking numbers that they lose sight of why they're measuring them in the first place.

A dashboard might contain 50 different KPIs.

You can spend an hour reviewing everything and still be unclear about what needs attention.

I've seen this become an issue with business analytics in general.

The availability of more information encourages people to measure everything.

But a useful KPI should help you understand performance or make a decision.

Consider a practice with strong new patient volume, healthy collections, and stable hygiene performance, but declining treatment completion.

There's probably little value in making the entire team focus on improving every metric simultaneously.

Treatment follow-through may deserve the most attention.

That could mean reviewing unscheduled accepted treatment, understanding why patients aren't returning, and assigning someone responsibility for an appropriate follow-up process.

Then monitor whether the changes are working.

You might discover that treatment completion improves.

Or you might find that follow-up activity has increased while completion remains unchanged.

That's useful information, too. It suggests the original hypothesis may have been incomplete and needs further investigation.

The ability to measure results helps operators adjust their approach.

Turn Your Weekly KPI Review Into an Action Plan

One of the most practical recommendations from the podcast was establishing a consistent reporting cadence.

Mark explains that his teams review operational metrics frequently and financial statements at regular intervals.

I think there's a lot of value in making performance reviews a routine part of managing a dental practice.

And it doesn't need to be complicated.

Start with a weekly review of your most important dental practice KPIs.

Look at production, collections, new patients, hygiene, case acceptance, and appointments.

Identify the biggest performance change or the most important issue affecting the practice.

Then choose one or two actions your team can take during the coming week.

For example, if your new patient show rate has declined, you might spend the week reviewing appointment confirmations.

If hygiene reappointments have fallen, review the checkout process.

If production per doctor day is declining, examine the schedule and provider availability.

Give someone responsibility for each action and establish a way to track whether it's being completed.

The following week, review what happened.

Did the team complete the action?

Did the relevant KPI improve?

Is there enough evidence to continue, modify, or abandon the approach?

Over time, this creates a record of what you've tried and what actually worked inside your practice.

That becomes useful when deciding where to focus in the future.

Where Root Data Fits Into This

This is an area we've been thinking about extensively while building Root Data.

Most dental practices already have the information needed to understand their operational performance.

Their practice management software tracks production, collections, appointments, treatment plans, hygiene, and patient activity.

But identifying which metrics matter and understanding how they relate to one another takes time.

Root Data connects to Open Dental and organizes important practice KPIs in one place.

Our AI-powered dental analytics tools allow owners and managers to review performance, identify meaningful changes, and ask questions about their data in plain English.

For example, a dentist can use Root AI to investigate a decline in hygiene performance or review how production has changed over time.

The platform also provides weekly and monthly summaries to make performance reviews easier.

The next step belongs to the practice team: determine which operational changes are appropriate, implement them, and monitor the results.

This is the larger opportunity I see for dental analytics.

As these systems become more sophisticated, they'll be able to provide increasingly useful context about which operational activities influence performance.

For DSOs and multi-location groups, there's an additional opportunity to compare similar practices and understand which operational approaches are associated with stronger outcomes.

That information can help operators make better decisions about where to focus their resources.

Start With the Numbers You Can Influence

Dentists have plenty of competing demands on their time.

There are patients to treat, employees to manage, clinical decisions to make, and a business to operate.

It's easy to get caught up in the daily workload and review business performance only after something goes wrong.

A consistent KPI review can help identify those issues earlier.

But the most useful part of that review is deciding what your team should do next.

If hygiene retention is declining, examine the scheduling process.

If patients aren't showing up, review confirmations and appointment lead times.

If treatment completion is falling, investigate the follow-up process.

And if clinical productivity is inconsistent, take a closer look at how provider time is being allocated.

Knowing your numbers gives you visibility. Understanding which activities influence those numbers gives you a practical way to improve performance.

Pick one important area this week, identify an action your team can control, and measure what happens.

If you're interested in understanding your dental practice KPIs and identifying what to optimize next, explore Root Data's dental analytics platform.

Your first month is free.