Budget-to-Actual Meets Student Outcome Data — What the Combined Review Actually Looks Like

Budget-to-Actual Meets Student Outcome Data — What the Combined Review Actually Looks Like

May 10, 2027

Wednesday’s piece made the case that the May data review is different from February’s because the board now has both outcome data and budget-to-actual data. Today I want to show what that combined review looks like in practice — not just the theory, but the report format, the meeting flow, and the decisions the board should expect to make.

The April post-adoption monitoring setup piece introduced the four monitoring decisions: how often to receive reports, what format to use, what variance thresholds trigger a conversation, and who tracks the oversight timeline. The May data review is where those decisions get exercised for the first time.

The report format — what the board should see

The budget-to-actual report the board receives for the May data review should have the same structure as the goal-alignment format from the February and March budget reviews. Each board-adopted goal gets its own section. Here’s what the section for each goal should contain:

Field	Data	Example
Goal	Adopted in January	Early literacy: 85% of third graders reading at grade level by June
Budget allocation	Total budgeted for this goal for the fiscal year	$2.4M
YTD spending	Actual spending through April	$1.02M
% budget consumed	YTD spending / total budget	42.5%
% fiscal year elapsed	Months elapsed / total months in fiscal year	40% (July through April is 10 of 12 months for a July-June fiscal year; adjust for the district’s fiscal year)
Variance	% consumed minus % elapsed	+2.5% (slightly ahead of pace)
Outcome baseline	Student outcome data from January	72% at grade level
Current outcome	Student outcome data from latest available period	76% at grade level
Trajectory target	Where the goal line expected students to be at this point	74%
Outcome variance	Current outcome minus trajectory target	+2%
Combined assessment	Resource allocation + outcome trajectory	Green (on track, resources producing results)

The combined assessment is the key column. I recommend a three-color framework:

Green — Resource spending is within 5% of the expected pace, and student outcomes are at or above the trajectory target. The goal is working. No board action needed beyond confirming the trajectory.

Yellow — Either resource spending is outside the 5% threshold or student outcomes are below the trajectory target, but not both. One dimension needs board attention. The board directs a specific inquiry: if spending is ahead of pace, is the district front-loading an initiative that will require additional funding later? If outcomes are below target but spending is on track, is the strategy itself producing the result or does the board need to adjust the approach?

Red — Resource spending is outside the 5% threshold AND student outcomes are below the trajectory target. Both dimensions are off track. The board needs to schedule a deeper review of this goal at a separate meeting. Something fundamental is not working — either the resource allocation is wrong, the strategy is wrong, or both need to be re-evaluated.

How the board conversation changes

The combined review changes the board’s conversation in one important way. In February, the board asked: “Are students on track?” In May, the board asks: “Are the resources producing the trajectory?”

That second question produces a different kind of board conversation. Here are three examples I’ve seen from boards that run a combined review.

Board A reviews the early literacy goal. Outcome data shows reading proficiency at 76% against a trajectory target of 74% — on track. Budget-to-actual shows that 42.5% of the goal’s budget has been spent with 40% of the fiscal year elapsed — on track. The combined assessment is green. The conversation lasts two minutes. The board confirms the trajectory and moves on.

Board B reviews the math intervention goal. Outcome data shows math proficiency at 52% against a trajectory target of 56% — below track. Budget-to-actual shows that 42% of the goal’s budget has been spent with 40% of the fiscal year elapsed — on track. The combined assessment is yellow. The board spends ten minutes discussing what’s happening. The superintendent reports that the intervention program launched on schedule but the instructional coaching component was delayed by a hiring lag. The board directs: confirm the coaching positions are filled by June 1, add a coaching implementation report to the June data review, and allocate a $50,000 contingency from the board reserve if overtime coverage during hiring requires it.

Board C reviews the teacher retention goal. Outcome data shows a 10% attrition rate against a trajectory target of 8% — above the target (worse). Budget-to-actual shows that 55% of the goal’s budget has been spent with 40% of the fiscal year elapsed — significantly ahead of pace. The combined assessment is red. The board schedules a deeper review for a special meeting two weeks later. The superintendent compiles hiring data, exit interview summaries, compensation comparisons, and the timeline of retention initiatives. The board prepares to evaluate whether the current retention strategy is sufficient or whether a mid-year structural change is needed.

What the board produces

For each goal, the board makes one of four recorded decisions:

Confirm trajectory. The goal is on track in both dimensions. The board acknowledges the result and directs the superintendent to continue current practice.
Direct inquiry. One dimension is off track. The board directs the superintendent to provide additional information at the next meeting and specifies what information is needed and by what date.
Direct adjustment. Either the outcome trajectory or the resource allocation needs a specific change. The board records the adjustment direction — reallocation of resources, timeline adjustment, strategy modification — and the superintendent responds with an implementation plan.
Schedule deeper review. Both dimensions are off track. The board schedules a special meeting or dedicated work session within 30 days to conduct a full review of the goal, the strategy, and the resource allocation. The board does not make a decision at the data review — it commits to a decision after the deeper review.

Why this matters for the superintendent evaluation

The combined data review is the board’s most important source of information for the superintendent evaluation. The board enters the evaluation with evidence: for each goal, the board knows whether the district executed the board’s direction effectively, whether the resource allocation supported the trajectory, and whether the board’s own past decisions were correct.

A superintendent evaluation that incorporates the combined data review is an evaluation based on governance evidence, not personal impressions. That’s the difference between a professional evaluation and a subjective one.

Your free CTA: Reply to this email with the keyword CombinedReview and I’ll send you the Combined Data Review Report Template — a goal-by-goal report format with the six-component framework, the three-color combined assessment guide, the four-decision menu, and the board conversation facilitation prompts for each color category.

Your paid CTA: I offer a Data Review Facilitation Coaching Session — a ninety-minute planning call covering the combined outcome-and-budget review format, the board member preparation process, the decision recording system, and the integration of data review findings into the superintendent evaluation. Reply to this email for pricing and availability.

This continues the May Governance to Impact arc: spring execution and fiscal year close. Wednesday’s piece made the case for the combined review. Today’s piece shows the practical format. Wednesday May 12’s piece covers how to facilitate a data review that produces recorded decisions — the meeting structure, the board preparation process, and what to do when the data reveals a problem the board didn’t expect. Subscribe at effectiveschoolboards.com to continue the series.

Backlinks: This piece is the practical execution of the combined data review framework previewed in Wednesday’s piece and the Apr 21 post-adoption budget monitoring setup piece. The three-color assessment framework extends the variance threshold approach from the Apr 21 piece. The four-decision menu follows the decision recording protocol established in the Feb 3 first data review piece. The connection to the superintendent evaluation builds on the evaluation framework from the Feb 17 superintendent evaluation process piece and the May 5 second data review piece. The math intervention example connects to the budget alignment review methodology from the March arc.