Skip to content
Business

Planning Beyond This Year: Smarter Multi-Year Forecasting for K-12 CFOs

Share article

When you oversee millions in payroll and benefits, every assumption matters.

School district CFOs and business officials know that forecasting salaries and benefits takes more than math. It takes accuracy, consistency, and confidence to explain how every number fits into the bigger picture.

In conversations with district finance leaders, Frontline’s Analytics Advisors – Heather Taylor and Stacy Overly havebeen exploring a simpler, more connected way to forecast. Their approach centers on clarity, connection, and confidence – fewer moving parts, fewer manual updates, and more meaningful analysis.

“We’ve done a ton of work on the diagnostic and descriptive side. Now, the goal is to help our school partners think predictively – to anticipate what’s ahead with confidence.” 

Heather Taylor
Director, CX, Frontline Education

The Challenge: Forecasting That Consumes Too Much Time

Many district finance leaders describe their current process as time-intensive and fragmented:

  • Too many inputs. Hundreds of data points and spreadsheets to maintain each year.
  • Disconnected assumptions. Salary, retirement, and healthcare costs often live in separate models.
  • Pressure to explain the “why.” Boards expect clarity, but it’s hard to trace every number back to a single source.

A More Strategic Way to Plan

Frontline’s Financial Planning Analytics brings these elements together in one connected experience. The approach focuses on what matters most – starting from your real data, adjusting only essential levers, and linking salaries and benefits in a single view.

1. Start from What’s Real

Begin every projection with your prior-year actuals. This foundation eliminates guesswork and ensures that your forecasts reflect reality from the start.

“We start a fiscal year where you ended the prior fiscal year. That way, projections build on what you actually spent – not what you hoped to spend.” 

Stacy Overly
Senior Analytics Advisor, Frontline Education

The salary assumption view provides one place to enter base and step changes and applies them across all years in your forecast.

Example: Enter negotiated base increases and step changes once, and the model carries them through future years, reducing manual work and the chance of inconsistency.  

2. Focus on the Key Drivers

Rather than modeling hundreds of line items, concentrate on the three factors that shape your budget’s trajectory:

  • Base increases such as 3 or 4 percent
  • Step movement using a placeholder like 1.5 percent
  • Staffing changes including additions, retirements, and 27th-pay adjustments

We’ve taken care of estimating negotiated salary increases, step increases, and staffing changes. It’s high-level but materially very accurate.”

Stacy Overly

Staffing adjustments are simple to capture, whether you’re planning retirements or hiring new staff.

Example: Add a new first-grade teacher at $75,000 while modeling a retiring teacher at $100,000. The platform instantly calculates a $25,000 net savings and rolls it into your projection.

3. Connect Salaries and Benefits

Once salary projections are set, retirement and healthcare costs follow automatically. Linking benefits to salary assumptions, gives you a complete view of total compensation.

  • Retirement: Modeled as a percentage of total salaries, using a three-year average.
  • Health insurance: Driven by annual premium trends (typically 7-8 percent) and plan mix (single vs. family).
  • Scenario testing: Adjust employee premium share to see the financial impact instantly.

“If employees pick up 10 percent more of their premium, the district could save $2.2 million in healthcare costs. That kind of visibility helps you plan more strategically.” 

Stacy Overly

Example: Increasing the employee premium share by 10 percent in FY28 automatically shows the potential district savings alongside updated benefit totals.

After benefits assumptions are entered, you can visualize how total costs evolve across multiple fiscal years – a clear picture of long-term financial commitments and the effect of plan design, employee contributions, or staffing shifts. 

Example: View annual total benefits and expense trends to understand how changes in salaries, staffing, or healthcare assumptions affect your district’s long-term financial position.

“Seeing benefits trends alongside salaries helps district leaders tell a complete financial story. You can clearly show how each assumption affects total compensation over time.” 

Heather Taylor

Review and Validate with Confidence

Once assumptions are entered, the full forecast can be reviewed visually. Charts display how salaries and benefits evolve year over year, helping you identify anomalies and prepare answers before presenting to the board.

“Answering questions for yourself before the come is a huge benefit. You can see the trend, identify issues, and be ready to explain them.” 

Stacy Overly

Visual validation: Review year-over-year salary trends to confirm your assumptions align with expectations and explain any changes clearly.

Why CFOs Are Embracing this Approach

“Answering questions for yourself before the come is a huge benefit. You can see the trend, identify issues, and be ready to explain them.” 

Stacy Overly

Finance leaders using Frontline Financial Planning Analytics cite three clear benefits:

  1. Faster forecasting that saves valuable time each budget cycle.
  2. Consistent assumptions that keep salaries and benefits aligned
  3. More credible communication with boards, staff, and the community

“The real value is in understanding the results. It’s about spending less time typing and more time thinking.” 

Heather Taylor

How to Begin

To put this approach into action:

Start with your latest salary and benefit data.

Identify key variables such as base increases, step movement, and staffing shifts.

Apply historical percentages for retirement and healthcare trends.

Review your projections visually to confirm the story to tell.

Ready to simplify your salary and benefits forecasting?

 

Ellen Agnello

Ellen is a graduate assistant at the University of Connecticut. She is a former high school English language arts teacher and holds a Master’s Degree in literacy education. She is working on a dissertation toward a Ph.D. in Educational Curriculum and Instruction.