ENT 402

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Entrepreneurship Analytics

Management Marriott School of Business

Course Description

Analysis of expected profitability of startups. Students collect and analyze data to find demand curves, cost curves, profit curves, optimal prices and competition in various competitive environments. Economic principles are used to make decisions about whether to launch new ventures.

When Taught

Fall

Min

3

Fixed/Max

3

Fixed

3

Fixed

0

Other Prerequisites

For Entrepreneurial Management majors only.

Title

Experimentation Under Uncertainty

Learning Outcome

Design and conduct real-world experiments that generate data to resolve key uncertainties in early-stage ventures.

Title

Profit Analytics and Pricing Judgment

Learning Outcome

Gather data on customer demand, interpret profitability analytics from automated tools, and evaluate pricing and cost decisions accordingly.

Title

Market Entry and Competitive Strategy

Learning Outcome

Assess market attractiveness by analyzing competition, barriers to entry, and differentiated value using Shiny-powered modeling tools.

Title

Data-Informed Decision Practice

Learning Outcome

Interpret analytical results from Shiny apps and data experiments to guide venture-specific customer, supplier, pricing, and positioning decisions.

Title

Integrity and Stewardship of Truth in Analytics

Learning Outcome

Demonstrate intellectual honesty and humility in gathering data, interpreting results, and communicating uncertainty-recognizing the duty to seek and act on truth.

Title

Becoming a Lifelong Evidence-Seeking Entrepreneur

Learning Outcome

Internalize the mindset and process of using evidence to guide venture judgment and reduce uncertainty throughout life.

Title

Strategic Judgment Under Uncertainty

Learning Outcome

Make early-stage strategic decisions-about markets, models, and positioning-based on evidence, experimentation, and sustainable advantage.