Category: Insights
Demystifying AI in Higher Education
- Post author By lwblackburn
- Post date February 29, 2024
Demystifying AI in Higher Education – 3.26.24 @ 3:00 pm PT
Datatelligent is hosting an in-person learning exchange, Demystifying AI in Higher Education. Please join us on March 26 from 3-5 pm at the Hampton Inn in Puyallup, WA, for an informative and fun learning exchange focusing on AI in Higher Education.
- Walk away with practical knowledge and examples of how to get started with AI tools and solutions
- Learn to utilize the Snowflake Cloud Data Platform for AI/ML, including predictive, generative, and large language models (LLM).
In addition to the insightful discussions, there will be ample opportunities for networking and engaging with fellow attendees who share a passion for leveraging Data and AI to revolutionize education.
Please RSVP at your earliest convenience to secure your spot at this exciting event.
We look forward to welcoming you and exploring the exciting possibilities of AI in Higher Education together!
Event Details
Event Title: Demystifying AI in Higher Education.
Date / Time: March 26, 2024, from 3:00 to 5:00 pm PT
Location: Hampton Inn, Puyallup, WA
Agenda:
- 2:30 – 3:00 : Arrival
- 3:00 – 3:30 : Introductions
- 3:30 – 4:30 : Demystify AI
- Trends / Definitions / Fundamentals / Tools / Limitations
- Practical Examples of AI Solutions
- 4:30 – 5:00 : Roundtable discussion on AI in Higher Education
- 5:00 – 6:00 : Happy Hour and Networking
We look forward to seeing you there!
- Tags Conferences, Events, Webinars
Rappelling the Enrollment Cliff
- Post author By Steven Wightkin, PhD
- Post date February 29, 2024
- No Comments on Rappelling the Enrollment Cliff
RAPPELLING THE ENROLLMENT CLIFF
What IS THE ENROLLMENT CLIFF
Higher education enrollment in the United States has been declining since 2010, a trend aggravated by the pandemic, resulting in a staggering 15% drop and the loss of 3 million students nationwide over a little more than a decade.1 Educators expected college students to come back once the pandemic lifted. Unfortunately, this has not happened due to a variety of reasons including students questioning the high cost and overall value of college to pending demographic shifts referred to as the Enrollment Cliff.
A Cliff? Yes, a decline in birthrates during the 2008 Great Recession equates to an estimated 15% drop (roughly 576,000 students) of 18-year-olds eligible to enroll in college starting in the Fall of 2025. As an article in Best Colleges put it, “The enrollment cliff poses a Darwinian threat to higher education, allowing only the wealthiest and market savviest to survive.” 2
ADDRESSING THE SHORTFALL
How can schools address this shortfall in available prospective students? In their analysis, Best Colleges identified characteristics of schools that are successfully navigating the Enrollment Cliff:
- Possess a deep understanding of their student body.
- Excel in fostering student success.
- Demonstrate adeptness in identifying and attracting students who are best suited for their programs.
- Remain attuned to emerging trends and popular programs among their students. 2
Those who know their students best will have the best data about their students. It’s only common sense.
aSSESS MARKET SAVVINESS
BECOME DATA DRIVEN
The team at Cowley, partnering with Datatelligent, built a platform that unifies their Data and provides Analytic Solutions. Using the Enrollment and Admissions Trends Solution, Jones states Cowley can see and act on the following:
- Track marketing and recruitment efforts and tie to enrollment trends. “We can see when we get an uptick in applications and tie it back to activities in the past two-week period to identify if our efforts are working.”
- Identify which undergraduate programs are trending. “We can now identify programs of study that are a hotter trend this year or in the upcoming semester. This allows us to work with Academics and help them to grow and move resources to the programs where we see student interest. “
- Insight into performance of high school partners. “We can finally see which high school partners are doing well and converting into enrolled students and identify which high school partners we need to get into a little more and provide additional services.”
KEEP STUDENTS YOU HAVE
- Identify Students at Risk – based on a set of risk factors tailored to the trends and circumstances of your students, programs, and region or state. “We didn’t have in place the risk factors that advisors could act on and reach out to students proactively and see how they can help. Now we do. This helps in our retention efforts.”
- Real-time information about student and program performance – This allows you to quickly identify opportunities to improve the student experience. “At the end of the semester I would collect all the information advisors and Department chairs wanted to provide me about students and programs, and I would capture it all on spreadsheets. Everything was extremely manual.”
- Provide targeted, proactive intervention – “Prior to bringing our data and analytics to one platform, advisors would have to go to multiple tools to get the information on their students. Now it’s all in one place and very useful to the advisors and us.”
Conclusion
In the face of the Enrollment Cliff and the changing landscape of higher education, institutions must adopt a data-driven approach to navigate these challenges effectively. Cowley College’s proactive stance demonstrates the importance of understanding students, tracking trends, and making real-time, data-informed decisions. By unifying data and leveraging analytics, institutions can attract, retain, and foster student success amidst ongoing uncertainty. Embracing this mindset will be crucial for institutions to emerge as leaders in higher education’s evolving landscape.
REFERENCES
1. National Student Clearinghouse Research Center. Current Term Enrollment Estimates: Fall 2023 Expanded Edition. National Student Clearinghouse. https://nscresearchcenter.org/current-term-enrollment-estimates/. January 24, 2024. Accessed February 29, 2024.
2. Drozdowski MJ, Earnest D. Looming Enrollment Cliff Poses Serious Threat to Colleges. BestColleges.com. Published January 27, 2023. Accessed February 29, 2024. https://www.bestcolleges.com/blog/looming-enrollment-cliff-poses-serious-threat-to-colleges/
Seven Steps to Building a Data-Driven Culture in Higher Education
What we are hearing
At Datatelligent, we spend hours a day listening to all our customers in Higher Education. In the listening, we hear a lot of recurring concerns and themes. Here are just a few things we hear:
- “Traditionally, we’ve had strong student retention, but lately, it’s trending downwards, and we want to know why.”
- “We want to know who our students are and find out the kind of students who succeed in our programs, but we don’t know where to start.”
- “We need to identify at-risk students better and faster so we can get them the resources they need before it’s too late.”
- “We like to say we’re an institution that makes data-informed decisions, but in reality, we don’t look at the data because we don’t have an easy way to look at data.”
- “We need to simplify data visualization. We need dashboards that tell our people, ‘Here’s what you need to know.'”
- “We know we have the answers in our data, and we talk about unifying data so we can build the analytics we need to understand our students, but we have systems everywhere, and we don’t have the big-dollar budget to integrate them.”
When we hear this, we know we’re talking to customers on the journey to building a data-driven culture at their institutions. They are experiencing growing pains. Being good listeners, the team here at Datatelligent wants to minimize the pain and speed up the growth.
Building a data-driven culture
We hosted a recent webinar with Debbie Phelps at Cowley College, Executive Director of Institutional Effectiveness and proud “office of one.” Debbie explained how she, with limited resources, built a data-driven culture where they truly make data-informed decisions.
Debbie started with a plan and made Datatelligent a partner in their journey. Our team and our solutions played their part, but Debbie was the driving force behind the journey to being data-driven. Here’s how they did it.
1. leadership commitment and vision
- Leadership Buy-in: Without this, the plan to build a data-driven culture goes nowhere. University leaders, including administrators, deans, and department heads, must champion the importance of data-informed decision-making. Their commitment sets the tone for the entire institution.
- Vision Statement: Develop a clear vision statement that emphasizes the value of data-driven practices. Communicate this vision consistently to your team.
2. Infrastructure and data systems
- Data Governance: Establish robust data governance practices. Define roles, responsibilities, and processes for data management. Ensure data security, privacy, and compliance. This takes a lot of work, but our customers, like Cowley College, who do this, see bottom-line lasting benefits and improve the success of their students – the real reason behind what we do.
- Integrated Systems: Invest in systems that allow seamless data integration. Siloed data inhibits effective decision-making. This is where the Datatelligent Platform for Higher Education really helps you build your data-driven culture.
3. Data Literacy Training
- Training Programs: So many institutions make the mistake of taking a “build it and they will come” approach. Not Cowley College, and not Datatelligent customers. We always advise and help you design regular workshops and training sessions on data literacy. Your team should understand basic statistical concepts, data visualization, and interpretation.
- Department-Specific Training: Don’t forget to tailor training to specific roles (e.g., admissions, student services, finance). Each department has unique data needs.
4. Transparency and Communication
- Transparency: This is an essential part of your governance and security plan. Also, make it a part of the training. Be patient about data sources, methodologies, and limitations. Your team should know where the data comes from and how it’s processed.
- Regular Updates: This ensures everyone is on the same page in a data-driven culture. Provide timely updates on institutional performance metrics. Dashboards and reports should be accessible to all team members.
- Feedback Loop: Just as Datatelligent listens to customers, as a data steward of your institution, it’s important to listen to your “customers.” Encourage your team to provide feedback on data quality and usability. Act on their insights.
5. Data-driven decision-making processes
- Define Key Metrics: Key performance indicators (KPIs) relevant to each department. For admissions, it might be enrollment rates; for student services, retention rates; for advisement, identifying the students at risk and designing academic plans that ensure student success.
- Use Cases: Illustrate real-world scenarios where good data and data visualizations influenced decisions. Share success stories to inspire everyone.
- Cross-Functional Collaboration: Encourage collaboration across departments. Data insights often emerge at the intersection of disciplines. If you get the chance to talk to your peers at Cowley College, this is something they do well.
6. Ethical Considerations
- Privacy and Consent: Your team should understand the ethical implications of handling student data. Ensure compliance with privacy laws (e.g., FERPA). This has remained constant, and hyper-vigilance is needed as AI tools are rolled out to enhance analytics.
- Bias Awareness: Train your team to recognize and mitigate biases in data analysis. Ethical use of predictive models is critical, especially now that we have entered the age of AI, which, not surprisingly, mimics the same biases as its human counterparts.
7. Continuous Improvement
- Assessment: Regularly assess the effectiveness of data-informed practices. Are we moving the needle on student retention? Are we identifying students at risk sooner? Are decisions improving? Is your team using data effectively?
- Celebrate Wins: We encourage all our customers to do, acknowledge, and celebrate instances where data-informed decisions lead to positive outcomes. Recognize every team member’s contributions.
Conclusion
We have learned from our customers at Datatelligent that building a data-informed culture is a long but rewarding journey. It requires collaboration, adaptability, and a shared commitment to student success – the real motivation behind what we do. By empowering your team with data literacy and fostering a culture of curiosity, colleges, and universities can thrive in an increasingly data-driven world that will soon have jet-fueled added to the engines once AI tools catch up with the rest of us data-driven thinkers.
Optimizing the Student Lifecycle: Datatelligent Platform for Higher Education – 2.14.24 @ 2:00 pm CT
Managing the student lifecycle is a multifaceted endeavor, demanding both time and attention. From enrollment to retention and eventual success, educational institutions must navigate numerous factors, each critical for student advancement.
Enter the Datatelligent Platform for Higher Education – a comprehensive solution tailored to address the intricacies of student performance, faculty efficiency, and staff effectiveness.
In the upcoming installment of our series, we delve deeper into the challenges confronting higher education institutions today and illuminate strategies to surmount these obstacles effectively. Discover firsthand how Cowley College successfully tackled enrollment issues, offering invaluable insights and actionable tactics.
Attendees of this webinar will learn about the following:
- Current trends for Student Retention and Success
- How Cowley College is using data to improve Student Retention
- Making data-driven decisions with the Datatelligent Platform for Higher Education
The presenters for the webinar will be:
- Steve Wightkin – Chief Customer Officer at Datatelligent
- Stefani Jones – Director of Student Enrollment and Success at Cowley College
Date: February 14, 2024
Time: 2:00 pm Central
Location: Online Webinar (Zoom)
- Tags Conferences, Events, Webinars
ELCA Case Study
- Post author By lwblackburn
- Post date January 31, 2024
- No Comments on ELCA Case Study
AI Solutions to Advance Your Data Analytics
- Post author By lwblackburn
- Post date November 21, 2023
AI Solutions to Advance Your Data Analytics – 12.06.23 @ 12:00 PM
2023 has been the year of Artificial Intelligence. People are talking about it everywhere you go, and organizations are trying to figure out how to use it.
Datatelligent and Tableau have partnered to help institutions like yours enable the use of AI within your organization.
Join us for an educational and informative webinar, AI Solutions to Advance Your Data Analytics, on the hot topic of AI and how you can bring this exciting technology into your organization to improve speed to market and get better insights.
Attendees of this webinar will learn about the following:
- AI trends, including the use of predictive analytics and generative AI
- How to enable the use of AI with Tableau Pulse
- Examples of AI deployment
- Quick ways to get started now.
The presenters for the webinar will be:
- Rob Wellen – Chief Strategy Officer at Datatelligent
- Harold Thomas – Lead Solutions Engineer at Salesforce
Time: 12:00 pm Central
- Tags Conferences, Events, Webinars
Data-Driven Innovation: A Dive into Datatelligent's Impact on Tri-Town YMCA
In a recent interview on WGN Radio’s “Your Money Matters,” the spotlight shone on a groundbreaking partnership between Datatelligent and Tri-Town YMCA. The interview highlights the transformative power of data-driven innovation in community development.
Datatelligent, an active member of Innovation DuPage, has been at the forefront of leveraging data to drive positive change. The company’s collaboration with Tri-Town YMCA is a testament to the potential for innovation when technology meets community initiatives.
The interview delves into how Datatelligent’s expertise is being harnessed to enhance the efficiency and impact of Tri-Town YMCA’s programs. By employing data-driven insights, the YMCA aims to optimize resource allocation, improve program effectiveness, and ultimately better serve the community.
Tri-Town YMCA’s commitment to community development aligns seamlessly with Datatelligent’s mission to empower organizations through data. By integrating data analytics into their decision-making processes, the YMCA can:
- better understand the community’s needs
- identify areas for improvement
- tailor their programs to make a more significant impact.
For an in-depth exploration of this exciting collaboration, listen to the full interview here. Gain insights into how data-driven innovation is shaping the future of community development. Learn how Datatelligent and Tri-Town YMCA are working together to create positive change.
Technology is playing a pivotal role in shaping our communities. Datatelligent’s collaboration with Tri-Town YMCA exemplifies the potential for data-driven innovation to drive positive social impact. This partnership is a beacon, showcasing how businesses and organizations can create a better, more informed future.
Elevate Education: AI Solutions for Higher Education
- Post author By Datatelligent
- Post date November 9, 2023
Elevate Education: AI Solutions for Higher Education – 11.15.23 @ 12:00 PM
2023 has been the year of Artificial Intelligence. People are talking about it everywhere you go, and organizations are trying to figure out how to use it.
Datatelligent and Snowflake have partnered to help institutions like yours enable the use of AI within your organization.
Join us for an educational and informative webinar, Elevate Education: AI Solutions for Higher Education, on the hot topic of AI and how you can bring this exciting technology into your institution to improve speed to market and get better insights.
Attendees of this webinar will learn about the following:
- AI trends in Higher Education, including the use of predictive analytics and generative AI
- How to enable the use of AI with Snowflake’s Unified Data Platform
- Examples of AI deployment in Higher Education
- Quick ways to get started now.
The presenters for the webinar will be:
- Rob Wellen – Chief Strategy Officer at Datatelligent
- Brendan Schultz – Sales Engineer at Snowflake
Date: November 15, 2023
Time: 12:00 pm Central
- Tags Conferences, Events, Webinars
The Importance of AI-Powered Analytics in Higher Education
The future of AI is now
At Datatelligent, we look to the future for ways to help our customers solve decades-old Higher Education problems. We hear a lot of questions lately about AI and what it means for Institutional Research. Questions like, “How can Generative AI and Large Language Models help our analytics? Will adding AI extract the predictive insights we need to help students and help us with retention, recruitment, and funding?”
Well, it’s funny you should ask. On November 15, 2023, we are hosting a webinar on these very topics with our most AI-innovative partner, Snowflake. Elevate Education: AI Solutions for Higher Education.
Snowflake is moving fast, at Chicago-blizzard pace, embracing all that’s AI and announcing earlier this month, during Snowday, a host of new AI tools. We will in turn innovate with our Higher Education customers and implement these tools into the Datatelligent Unified Data Platform.
The Definition of AI in Higher Education
AI-powered analytics is the use of artificial intelligence to analyze large datasets to identify patterns, trends, and insights. Here are some of the areas will innovate with AI-powered analytics with our higher education customers:
- Student success: AI-powered analytics can be used to identify students who are at risk of dropping out or failing a course. This information can then be used to provide targeted interventions, such as tutoring or academic advising.
- Student Recruitment and Enrollment: considered one of the holy grails of analytics, identify the best mix of students who will benefit and are succeed from the specialties offered by the institution. Closely related, AI can help identify so you can focus recruitment on the students that will help your institution win and retain their grant funding.
- Enrollment Trends: Identifying the trends early that will impact future enrollment. Linking to all sorts of internal and external data sources, AI-powered insights helps plan for student recruitment in fast-changing demographics.
- Faculty Planning: Recruitment doesn’t stop with students. AI can help with faculty planning, identifying the educational specialties that are in demand now and in the future. Recruitment efforts and education certifications can be planned years in advance.
- Personalized learning: Personalized learning experiences can be created for students using insights from AI-powered data. This can be done by adapting course materials, providing individualized feedback, and recommending additional resources.
- Administrative efficiency: Why not have that AI-bot be the helpful assistant it wants to be, automating scheduling, grading, and admissions processing? This can free up time for faculty and staff to focus on more strategic initiatives.
The Challenges of AI
Of course, AI is not the magic pill to make all our analytic and Institutional Research headaches go away. At Datatelligent, we help mitigate the challenges AI-powered analytics brings to higher education:
- Data quality: AI-powered analytics immediately bring up Data Quality. Institutions need to ensure the data is accurate, complete, and consistent, or your “insights” will be none of these.
- Bias: AI algorithms can be biased, which can lead to unfair or inaccurate results. Data Analysts need to be aware of the potential for bias and make sure a human takes steps to mitigate it.
- Ethics: The use of AI in higher education raises a number of ethical concerns, such as the potential for surveillance and discrimination. Institutions need to develop clear ethical guidelines for the use of AI in higher education. At Datatelligent, we have a well-developed AI Governance and Ethics framework.
Overall, AI-powered analytics has the potential to revolutionize higher education. As with any revolution there are always challenges, which is why it’s best to align with an ally before overthrowing any king. We’ll be talking about the AI Revolution on November 15. We hope to see you at the Datatelligent and Snowflake AI Solutions for Higher Education webinar.