Free teacher resource · no account required
Run a complete evidence-based lesson with any xdage business simulator. The pack includes teacher timing, student roles, a controlled-test record, reflection prompts, and a reusable rubric.
Quick answer
Choose a simulator, print the student sections from this page, and ask teams to compare a baseline with one controlled change. Students use consistent result metrics to support a recommendation instead of treating the highest profit as the only valid outcome.
Printing: use the browser's Print command. The navigation and this setup panel are hidden automatically, while each student section starts on a clean printed page.
Standardized classroom baselines
To eliminate manual simulator configuration errors during the 50-minute lesson sequence, launch simulation cases using 1-click classroom scenario launch codes. Preset parameters across all 18 business simulators establish identical baseline conditions so student teams can jump straight into the baseline run and controlled change without setup delays.
Teacher page
| Time | Teacher action | Student evidence |
|---|---|---|
| 0–5 min | Introduce the business context, learning question, and one success metric plus one guardrail metric. | A prediction that names the expected benefit and possible tradeoff. |
| 5–10 min | Assign operator, analyst, recorder, and challenger roles. Demonstrate where inputs and results appear. | A defined team role and a testable decision question. |
| 10–20 min | Ask teams to run a baseline without optimizing by trial and error. | Baseline settings and four consistent result metrics. |
| 20–32 min | Approve one controlled change. Remind teams to keep unrelated inputs fixed. | A second run with the chosen input and the same result metrics. |
| 32–42 min | Prompt teams to calculate changes and separate what the model shows from what they infer. | A claim, two pieces of evidence, a tradeoff, and a limitation. |
| 42–50 min | Invite short reports and compare why teams may reach different defensible recommendations. | A next experiment and individual exit ticket. |
Use pairs instead of four-person teams. Provide the decision question, allow one baseline and one changed run, then collect only the claim-evidence-tradeoff exit ticket.
See all 18 options in the teacher simulation selector.
For subject-specific sequences, use the accounting, finance, marketing, or operations lesson.
Instant classroom coordination
To ensure every student team starts with identical market parameters without manual entry friction, all 18 business simulators feature 1-click classroom scenario launch codes. Share a scenario URL or use the interactive generator to launch preset baseline conditions.
Student page 1 · plan
What single decision will your team test?
If we change , then should improve because:
The most likely cost, quality, customer, worker, safety, or capacity tradeoff is:
Student page 2 · test
Fair-test rule: change one important input between the baseline and test run. Keep unrelated inputs and the scenario consistent.
| Decision or metric | Baseline run | Test run | Change |
|---|---|---|---|
| Input changed | |||
| Input held constant | same | ||
| Revenue/output metric | |||
| Cost/resource metric | |||
| Profit/cash metric | |||
| Quality/customer/worker guardrail |
Our strongest evidence is:
A result that did not move as expected was:
Student page 3 · explain
I used to think . The evidence now suggests .
I am still uncertain about .
Teacher/student page 4 · assess
| Criterion | 3 · strong | 2 · developing | 1 · limited | 0 |
|---|---|---|---|---|
| Decision design | Tests one specific input and keeps comparison conditions consistent. | Decision is testable but some conditions shift. | Multiple changes make cause unclear. | No usable comparison. |
| Evidence | Records accurate, relevant metrics from both runs and calculates change. | Records both runs with a minor gap. | Uses incomplete or mismatched evidence. | No result evidence. |
| Reasoning | Connects numbers to a qualified claim and distinguishes model result from inference. | Explains the main pattern with some support. | Makes a claim with weak connection to evidence. | No explanation. |
| Reflection | Identifies a meaningful tradeoff, model limitation, and controlled next test. | Identifies two of the three. | Names one general concern or next step. | No reflection. |
Suggested interpretation: 10–12 = strong evidence-based decision; 7–9 = sound progress; 4–6 = revise the comparison or reasoning; 0–3 = conference and rerun with a narrower question.
For detailed performance descriptors, feedback codes, grading examples, and a student self-check, use the complete 16-point business simulation assessment rubric.
There is no single numerical answer because each simulator and student strategy produces different results. Look for a defensible process:
“We recommend the tested change because profit rose from ___ to ___ while the guardrail metric stayed above ___. The model also showed ___ became worse, so we would next test ___ while holding ___ constant. A real business would still need evidence about ___.”
Yes. Teachers may open and print the pack and linked worksheets for classroom use without creating an account.
The complete lesson takes about 50 minutes. Use a teacher-selected question, one baseline, one controlled test, and the exit ticket for a 25-minute version.
Any xdage business simulator works because the pack focuses on a reusable decision-evidence-reflection process. Choose the context that best matches your course.
No. Normal simulator and pack use requires no account or personal information. Students should not enter real personal, customer, worker, or business data.
It includes teacher look-fors and a scoring guide. Because results vary, grade the quality of the comparison, evidence, reasoning, and reflection rather than one fixed answer or the highest simulated profit.
Choose from every teacher lesson format and simulator, use the classroom facilitation guide for launch prompts, intervention rules, and a printable monitoring check, publish transparent assistance and disclosure rules with the academic integrity and responsible AI guide, open the simulator-specific printable worksheets, practice the math with the break-even and unit economics calculators, or browse the complete resource index.