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  • Scenarios for Chapter 1

    Scenarios for Chapter 1

    Scenario 1: We spent $20,000 on a digital campaign targeting “STEM Interest” students. Historically, the application rate for our general inquiry pool is 10%. We had 5,000 students in the STEM campaign. 600 of them applied.  We want to know if the campaign actually influenced behavior or if these students would have applied anyway. Using…

    Roxana Tunc

    November 23, 2025
    Uncategorized
    ai, artificial-intelligence, college, education, higher-education, mathematics, news, politics, teaching, technology
  • Using Probability for Enrollment Management

    Using Probability for Enrollment Management

    In the high-stakes world of Enrollment Management, we often describe our work as a blend of art and science. The “art” is undeniable; it is found in the warmth of a campus tour, the design of a viewbook, and the personalized counseling provided to anxious families. However, the “science” component is often relegated to simple…

    Roxana Tunc

    November 23, 2025
    Uncategorized
    ai, artificial-intelligence, college, education, higher-education, mathematics, news, politics, teaching, technology
  • The College Stress Test: Following the Money Trail from Medallions to Convenience

    The College Stress Test: Following the Money Trail from Medallions to Convenience

    The financial DNA of California colleges: Following the Money Trail from Medallions to Convenience It’s been a little while since the last post, and I’m excited to dive into a critical analysis that gets right to the heart of institutional strategy and financial sustainability: the financial DNA of our California colleges. All the compelling data…

    Roxana Tunc

    November 14, 2025
    Uncategorized
    college, education, higher-education, news, politics, teaching, technology
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