Free printable teacher resource
Assess how students frame a decision, run a fair comparison, use evidence, and revise their thinking. The highest simulated profit is not automatically the strongest work.
Direct answer
A useful rubric assesses the quality of the student's process: a specific decision question, a comparison that changes one main variable, accurate evidence from both runs, and a recommendation that weighs benefits, costs, and uncertainty. A profitable result can come from chance, an unfair comparison, or a model shortcut, so profit alone is weak evidence of learning.
This four-criterion rubric totals 16 points. It works with the free classroom pack, any printable simulator worksheet, or a teacher-created evidence record.
Ask a testable question about price, staffing, capacity, inventory, quality, marketing, maintenance, or another adjustable input.
Capture a baseline and a changed run with the same units and time period. Keep other important choices steady where possible.
Use one success measure and one guardrail measure, such as profit with wait time, sales with waste, or output with quality.
Teacher and student copy
| Criterion | 4 · Strong | 3 · Proficient | 2 · Developing | 1 · Beginning |
|---|---|---|---|---|
| Decision and prediction | Names one precise, adjustable decision; predicts effects on a success measure and a guardrail measure; explains why. | Names a testable decision and predicts a measurable result with a reasonable explanation. | Names a broad change or prediction, but the variable, measure, or reasoning is unclear. | Provides no testable decision or prediction, or describes a change the simulator cannot test. |
| Test design and record | Uses a baseline and changed run, holds other important inputs steady, records settings and units, and identifies any confounder. | Compares two mostly controlled runs and records the main settings and results consistently. | Compares runs but changes multiple important inputs, omits settings, or mixes units or time periods. | Provides only one run, incomparable runs, or too little information to evaluate the test. |
| Evidence and interpretation | Cites accurate figures from both runs, calculates or describes meaningful changes, connects cause cautiously, and explains a tradeoff. | Cites relevant figures from both runs and uses them to support a logical claim and one tradeoff. | Includes figures but makes a partial, inaccurate, or weakly connected interpretation. | Makes an unsupported claim, misreads the results, or focuses only on the final score. |
| Recommendation and reflection | Recommends adopt, revise, or reject; acknowledges model limits and stakeholders; proposes a focused next test. | Makes an evidence-based recommendation, notes one limitation, and proposes a reasonable next step. | Makes a recommendation with limited evidence, reflection, or attention to uncertainty. | Gives no clear recommendation or treats a simulated result as a guaranteed real-world outcome. |
Decision
Test design
Evidence
Reflection
Total out of 16
One priority for revision
These bands are guidance, not a mandatory grade conversion. Apply the school or course grading policy.
| Student claim | Likely evidence level | Useful feedback |
|---|---|---|
| “Hiring worked because profit was higher.” | Developing: a result is named, but there is no baseline figure, cost, service measure, or comparability check. | Add figures from both runs and decide whether service improved enough to justify labor cost. |
| “Adding one worker raised customers served from 118 to 137 and cut waiting, while profit rose 4%; price and marketing stayed fixed.” | Proficient: relevant comparable evidence supports the claim and includes a guardrail. | Explain the labor-cost tradeoff and name the next capacity constraint. |
| “The second run earned more, but I also changed price and advertising, so it cannot isolate the staffing effect.” | Potentially strong reflection: the student correctly identifies a confounder instead of overstating causation. | Repeat the run with price and advertising fixed, then compare the same four measures. |
Before submitting
□ I named one decision I could control in the simulation.
□ I predicted a benefit and a possible tradeoff.
□ I recorded a baseline and a changed run using the same units.
□ I kept other important settings steady or disclosed what changed.
□ I cited at least two figures from each run.
□ I explained why the evidence supports or weakens my prediction.
□ I considered profit plus quality, people, capacity, safety, or waste.
□ I stated one model limitation and one useful next test.
My strongest evidence:
One part I would revise:
Score only test design and evidence for eight points. Require one baseline, one changed run, two measures, and a one-sentence tradeoff.
Preselect the decision and metrics, provide sentence frames, allow oral explanation, or pair the operator with an evidence recorder.
Require a third run, percentage change, break-even reasoning, sensitivity check, or comparison of the same strategy in two simulations.
For team work, score the shared decision record, controlled comparison, and evidence table once. Then assess each student's individual reflection, oral conference, or exit ticket for interpretation and contribution. Tell students in advance which parts are shared and which are individual.
Do not require names, email addresses, public sharing, or personal business information to use the simulator or rubric. Use only school-approved submission tools. If students use permitted outside assistance, require them to verify every figure against their own runs and follow the class attribution and academic-integrity policy.
Do not reward a recommendation that increases simulated profit by ignoring safety, accessibility, labor standards, licensing, animal welfare, environmental duties, truthful advertising, or customer well-being. These are operating constraints and stakeholder responsibilities, not optional score penalties.
Simulator outputs are simplified educational results, not financial, legal, employment, safety, or investment advice. Strong work identifies missing real-world evidence and proposes a small, responsible validation step rather than claiming a guaranteed outcome.
Grade the decision question, fair comparison, evidence, tradeoff analysis, and reflection. Do not rank students only by simulated profit or net worth.
The full rubric has four criteria worth four points each, for 16 points. A short activity can use two selected rows for eight points.
Yes. Score shared evidence at the team level, then assess each student's reasoning through an individual reflection, exit ticket, or short conference.
Reward the student for identifying the confounder if the explanation is accurate, then ask for a cleaner follow-up test before accepting a strong causal claim.
No. The rubric and simulations require no account or personal information. Teachers can collect the work using a school-approved method.
Print the business simulation classroom pack, choose a subject-specific lesson from the teacher resource hub, use the business calculators for break-even or margin evidence, or browse every simulator and worksheet in the all-resources index.