```yaml
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    name: "How to use predictive analytics to support student retention with Amanda Hagman"
    title: "How to use predictive analytics to support student retention with Amanda Hagman"
    core_info:
      url: "https://genio.co/blog/how-to-use-predictive-analytics-to-support-student-retention-with-amanda-hagman"
      published_time: "2026-04-07T09:07:21.000Z"
      podcast_episode: "Learning Outcomes Leaders Podcast | Ep 003"
      author: "Amanda Hagman"
      author_role: "Adjunct Professor of Data Analytics and Information Systems"
      author_institution: "Utah State University"
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        title: "How to use predictive analytics to support student retention with Amanda Hagman"
        description: "Learning Outcomes Leaders Podcast | Ep 003"
        metadata:
          published_date: "7 Apr 2026"
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            text: "Welcome to Learning Outcomes Leaders episode 003, brought to you by Genio. In this episode, we're joined by Amanda Hagman, Adjunct Professor of Data Analytics and Information Systems at Utah State University. We discuss how she's used predictive analytics to better support student retention, including one fascinating example, which involves a free drink at a sports game. Want to find out more? Let's get into the episode."
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              read_time: "4 min read"
              title: "How Genio supports students with additional needs in higher education"
              description: "Read how Genio Notes supports students with additional needs in higher education, helping learners with a disability or mental health challenge, both those receiving accommodations and those navigating their studies without formal support, to build confidence, reduce stress, and improve academic success."
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              title: "The essential habits of highly successful college students with Dr John Bader"
              subtitle: "Learning Outcomes Leaders Podcast | Ep 006"
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              read_time: "5 min read"
              title: "How Genio supports the New Majority Learner in higher education"
              description: "Read how Genio Notes supports the New Majority Learners in higher education, helping student parents, working, first-year, first-generation, ESL, and mature students build confidence, reduce stress, and improve academic success."
              url: "https://genio.co/blog/how-genio-supports-the-new-majority-learner-in-higher-education"
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```