Direct answer
What makes a strong business simulation project?
A strong project asks a narrow decision question, establishes a baseline, changes one main variable at a time, and records the same measures in every run. Students then connect the evidence to a recommendation without treating a simplified score as proof about a real business.
This plan turns that routine into a three-session capstone. Teams produce a decision charter, an evidence ledger, a short executive recommendation, and a five-minute presentation. Teachers can assess the quality of the investigation rather than the highest simulated profit.
Project menu
Choose a decision context
| Simulation | Possible project question | Evidence to compare | Worksheet |
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| Restaurant | Which price, staffing, and quality balance can serve demand profitably? | Customers, lost sales, satisfaction, revenue, cost, profit | Open |
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| Coffee shop | Does a better experience justify its staffing or quality cost? | Queue, transactions, rating, waste, profit | Open |
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| Food truck | Which location and menu plan handles demand without excessive waste? | Orders, service speed, waste, cash, profit | Open |
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| Lemonade stand | How should price and batch size respond to demand and weather? | Units, stockouts, waste, revenue, break-even, profit | Open |
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| Bookstore | Can curation or events improve demand without trapping cash in stock? | Sales, inventory, event cost, customer response, margin | Open |
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| Fitness studio | Which membership and capacity plan balances growth and retention? | Members, utilization, churn, rating, recurring profit | Open |
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Teams may use another xdage simulation when its available decisions and dashboard measures fit the approved question.
Teacher sequence
Three 50-minute sessions
Session 1: frame and baseline
- Introduce the model and its limits.
- Approve one narrow decision question.
- Assign team roles and success measures.
- Run a baseline without optimizing.
- Record conditions, outputs, and surprises.
Session 2: test and challenge
- Write a directional prediction.
- Change one main decision and rerun.
- Repeat or test a contrasting choice.
- Check for capacity and cost side effects.
- Mark confounders and missing evidence.
Session 3: decide and present
- Audit whether runs are comparable.
- Select two supporting and one cautionary measure.
- Write a bounded recommendation.
- Prepare a five-minute briefing.
- Answer one stakeholder challenge.
Printable student pages
Project brief and decision charter
Business and scenario: ______________________________________________
Decision question: Should we __________________ in order to __________________?
Prediction: If we change __________________, then __________________ will change because __________________.
Main test variable: __________________ Held steady: __________________
Success measures: 1. __________________ 2. __________________ 3. __________________
Guardrail measure: We will not accept __________________ falling/rising beyond __________________.
Model limitation to watch: __________________________________________
Approved question and evidence plan: _________________________________
Team roles
- Decision lead: keeps the question narrow and records why choices were made.
- Simulation operator: enters approved settings and checks that runs are comparable.
- Evidence lead: copies units, outputs, assumptions, and unexpected results.
- Risk challenger: looks for confounders, harmed stakeholders, limits, and overclaims.
- Briefing lead: turns the team's reasoning into a clear presentation.
Combine roles in smaller teams, but every student should explain one decision and one piece of evidence.
Comparable-run evidence ledger
Use the same units and reporting period in every column. If a setting changes unexpectedly, mark the run as limited rather than hiding the difference.
| Record | Baseline | Test 1 | Test 2 or repeat |
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| Main decision and value | | | |
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| Important settings held steady | | | |
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| Demand, sales, or customers | | | |
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| Capacity, service, or lost demand | | | |
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| Quality, rating, or retention | | | |
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| Revenue and relevant cost | | | |
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| Profit, cash, or margin | | | |
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| Unexpected result or confounder | | | |
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Executive recommendation
- Decision: continue, revise, reject, or run another test.
- Evidence: cite two comparable figures with units.
- Tradeoff: name one cost, capacity, quality, or stakeholder effect.
- Confidence: state how repetition, variation, or a confounder affects the claim.
- Limit: explain one important fact the model omits.
- Next step: propose the smallest responsible real-world research or simulation test.
Sentence frame: We recommend ___ because ___ changed from ___ to ___ while ___. Confidence is ___ because ___. Before acting outside the model, we would verify ___.
Five-minute team briefing
- 0:00–0:45: decision question, context, and prediction.
- 0:45–1:45: baseline and controlled-test method.
- 1:45–3:00: two useful results and one tradeoff.
- 3:00–4:00: recommendation, confidence, and model limit.
- 4:00–5:00: stakeholder challenge and response.
Challenge question: What evidence would make your team change its recommendation?
20-point project rubric
| Criterion | 4 — strong | 2–3 — developing | 0–1 — limited |
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| Question and prediction | Narrow, testable, directional, and linked to a business reason. | Mostly testable but broad, vague, or weakly explained. | No stable question or prediction. |
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| Test design | Comparable baseline and tests with one main variable and recorded controls. | Some controls, with differences that weaken comparison. | Many settings change or method is missing. |
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| Evidence and analysis | Accurate units, multiple relevant measures, tradeoffs, and confounders. | Useful figures with incomplete units, comparison, or interpretation. | Unsupported claims or inaccurate evidence. |
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| Recommendation and limits | Bounded decision, confidence, model limit, stakeholder effect, and next test. | Plausible decision with some qualification or follow-up. | Overclaim, no limitation, or no actionable decision. |
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| Team briefing | Clear structure, shared participation, readable evidence, and reasoned answers. | Understandable but uneven, incomplete, or weakly supported. | Unclear, unprepared, or dominated by unsupported opinion. |
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Grade the investigation and reasoning, not the largest simulated profit. The detailed business simulation assessment rubric provides performance descriptors and feedback codes for individual work.
Teacher setup, checkpoints, and adaptations
Before the project
Open the selected simulator, confirm devices can load it, choose acceptable measures, and decide whether teams share a scenario. Demonstrate one intentionally poor comparison so students can identify why it is weak.
During the project
Approve each decision charter before testing. Ask teams what stayed constant, which units they recorded, and what result would disconfirm their idea. Pause teams that are changing several controls at once.
Access and extension
Provide a preselected question, baseline, and highlighted metrics for more support. For extension, require a repeated run, percent-change calculation, sensitivity test, or comparison of two stakeholder perspectives.
Keep conclusions responsible and legal
Simulation outputs are generated by simplified educational rules. They are not forecasts, financial advice, legal advice, safety approvals, market research, or evidence that a real claim is truthful. Students should not invent customer testimony, collect personal information, contact real people, or present simulated revenue as actual performance.
Any real business decision would require current local requirements, reliable cost and demand evidence, permission, safety controls, privacy protection, accessibility, truthful advertising, and appropriate professional review. The strongest project conclusion is often a small next test with explicit safeguards—not a promise of success.
Frequently asked questions
How long does the business simulation project take?
The complete plan uses three 50-minute sessions. For one class, supply the question and use one baseline, one controlled test, and a three-sentence recommendation.
Which simulation should students use?
Choose a simulation whose decisions match the course. Restaurant is broad; lemonade stand supports introductory pricing and inventory; bookstore suits retail strategy; fitness studio supports recurring revenue and capacity.
Should the highest profit receive the highest grade?
No. Assess the question, method, evidence, interpretation, teamwork, limitations, and recommendation. A well-explained unsuccessful test can demonstrate excellent learning.
Do students need accounts or personal information?
No. The simulations run in a browser without accounts, names, email addresses, downloads, or personal information.
Do project results prove a real business idea will work?
No. The results describe a simplified model. Real decisions require evidence about customers, costs, competition, laws, safety, and execution that the simulator does not provide.