Eliminating Equity Gaps in Higher Education: A Data-Driven Approach
Key insights
Addressing Equity Challenges
- 📈 Tracking social mobility and equitable outcomes
- 🌍 Challenges in achieving equitable outcomes and addressing silos in higher education
- 🔄 Implementing scalable and transferable approaches to drive positive changes
Institutional Integrity and Communication
- 🔍 Honesty about institutional failings is essential
- 🤝 Supporting students is a priority
- 🌍 Cultural change is important
- 📊 Sharing data can drive improvement and accountability
Impact of Predictive Analytics
- 📈 Significant improvements in retention rates and graduation rates after implementing predictive analytics based advising
- 💰 Equity impact: helping more low-income and underserved students graduate
- 📈 Positive impact on the university's reputation and financial footing
Data-Driven Student Success at Georgia State University
- 📈 Tracking alumni outcomes and career paths to help current students
- 🏫 Reducing student bouncing between academic fields
- 📉 Data-driven early identification of at-risk student behaviors
- 🛑 Intervening to address academic issues and prevent dropouts
- 📱 Using technology to track attendance and proactively reach out to at-risk students
Improving Student Performance and Retention
- 💬 Chatbot used to assist students with questions and administrative tasks
- 🌞 Summer melt reduced by 50% and final grades improved
- 📚 Learning communities and meta Majors implemented to support students
- 📊 Data scraping tools used to provide information about alumni to entering students
Data-Driven Solutions at Georgia State University
- 📉 Identifying flaws in student services through data analysis
- 🖥️ Implementing practical solutions such as a student portal for onboarding
- 🤖 Utilizing AI chatbot to answer students' questions
Georgia State University Transformation
- 📊 Georgia State University experienced demographic shifts, becoming more diverse and enrolling a higher percentage of low-income students
- 💡 The institution prioritized systemic change over creating specific programs to address student success, reflecting on its own contribution to student attrition and enacting data-driven reforms
- 🎓 Despite declining SAT scores and reduced state funding, the university focused on improving student outcomes by addressing internal factors affecting student success
Equity in Higher Education
- 📈 The release of the Australian University's Accord fin report and its focus on growth through equity
- 🌏 Challenges faced by rural, regional, indigenous, and disadvantaged communities in accessing higher education
Dr. Timothy Renick
- 🎤 Dr. Timothy Renick's background and role as a keynote speaker at the event
- 🔑 The significance of the keynote speech on eliminating equity gaps through data and institutional change
- 📚 The historical significance and challenges faced by Georgia State University in fostering student success
Q&A
What are the key strategies discussed for driving positive changes in higher education?
The discussion emphasizes the importance of tracking social mobility and equitable outcomes, addressing the challenges of achieving equitable outcomes and silos in higher education, and implementing scalable and transferable approaches to drive positive changes.
What were the outcomes of implementing predictive analytics based advising at Georgia State University?
Implementing predictive analytics based advising led to significant improvements in retention rates and graduation rates, reduced time to degree, and decreased student debt load, while helping more low-income and underserved students graduate and improving the university's reputation and financial footing.
How did Georgia State University utilize data-driven approaches to track student success?
Georgia State University utilized data-driven approaches to track student success, identify at-risk behaviors, and intervene to prevent dropout, resulting in improved graduation rates.
What practical solutions were implemented at Georgia State University to support student success?
Georgia State University implemented a chatbot to assist students, reducing summer melt by 50% and improving final grades, and introduced learning communities and meta Majors to support students' decision-making about majors, resulting in significant improvements in student performance and retention rates.
How did Georgia State University use data analysis to improve student success?
Georgia State University used data analysis to identify flaws in student services, such as a high summer melt rate, and implemented practical solutions, including a portal for student onboarding and an AI chatbot for answering student questions.
What were the challenges faced by Georgia State University in fostering student success?
Georgia State University faced challenges related to demographic shifts, financial constraints, and the need for systemic changes to improve student success, despite declining SAT scores and reduced state appropriations.
What is the focus of Dr. Timothy Renick's keynote speech?
Dr. Timothy Renick's keynote speech focuses on the significance of eliminating equity gaps through data and institutional change in higher education.
Who is Dr. Timothy Renick?
Dr. Timothy Renick is the founding executive director of the National Institute for Student Success at Georgia State University and is a keynote speaker at the 2024 universities Australia Solutions Summit.
- 00:04 Dr. Timothy Renick, the founding executive director of the National Institute for Student Success at Georgia State University, is the keynote speaker at the 2024 universities Australia Solutions Summit. He discusses the importance of eliminating equity gaps through data and institutional change in higher education.
- 09:07 Georgia State University experienced a significant transformation in student demographics and financial resources, leading to a focus on systemic changes to improve student success, despite declining SAT scores and reduced state appropriations.
- 16:39 Georgia State University uses data analysis to identify flaws in student services, such as a high summer melt rate, and implements practical solutions, including a portal for student onboarding and an AI chatbot for answering student questions.
- 23:45 A chatbot was used to assist students with questions and administrative tasks at Georgia State, reducing summer melt by 50% and improving final grades. Learning communities and meta Majors were implemented to help students feel more supported and make informed decisions about their majors. These changes led to significant improvements in student performance and retention rates.
- 30:34 Georgia State utilizes data-driven approaches to track student success, identify at-risk behaviors, and intervene to prevent dropout, resulting in improved graduation rates
- 37:20 Implementing predictive analytics based advising led to significant improvements in retention rates and graduation rates, reduced time to degree, and decreased student debt load. The approach also helped more low-income and underserved students graduate and improved the university's reputation and financial footing.
- 44:13 Institutions need to be honest about their failings, deliver on their promise to support students, cultural change is crucial, use data and communication strategies, uncomfortable truths can lead to positive change, sharing data can drive improvement and accountability.
- 51:29 The discussion emphasizes the importance of tracking social mobility and equitable outcomes, highlighting the impact of education on students' lives. The challenges of achieving equitable outcomes and addressing silos in higher education are also discussed. The next steps involve implementing scalable and transferable approaches to drive positive changes.