Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... ·...
Transcript of Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... ·...
![Page 1: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/1.jpg)
Big Data: Analytics and Higher Education
Leo HirnerTeaching & Learning Technology
Missouri S & TMarch 12, 2015
![Page 2: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/2.jpg)
This session will:• Introduce the emerging topics of “Big Data” and
predictive analytics. • Explore how big data can be applied to higher education
to improve student persistence and outcomes. • Provide an interactive discussion on data trends and
application as well as a demonstration of MCC’s current project.
Acknowledgement: Kristy Bishop – MCC IR
![Page 3: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/3.jpg)
• Kansas City, Missouri• Five campuses• Fall enrollment over
19,000 credit students • Strong transfer
programs• More than 80 career
programs• Part of the 2nd cohort
of the Pathways Pioneer
![Page 4: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/4.jpg)
What is Big Data?
![Page 5: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/5.jpg)
Business Intelligence
![Page 6: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/6.jpg)
Business Intelligence
Analytics
![Page 7: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/7.jpg)
Business Intelligence
Analytics
Big Data
![Page 8: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/8.jpg)
Big Data means more & messy data
![Page 9: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/9.jpg)
Three Characteristics of Big Data - 3Vs
Volume•Data
quantity
![Page 10: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/10.jpg)
![Page 11: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/11.jpg)
Three Characteristics of Big Data - 3Vs
Volume•Data
quantity
Velocity•Data
Speed
![Page 12: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/12.jpg)
Modern platforms provide the computing power necessary to turn the mass of numbers into meaningful patterns.
![Page 13: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/13.jpg)
Three Characteristics of Big Data - 3Vs
Volume•Data
quantity
Velocity•Data
Speed
Variety•Data
Types
![Page 14: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/14.jpg)
Why is Big Data Important?
![Page 15: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/15.jpg)
Big Data is Collected By Us
![Page 16: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/16.jpg)
Big Data is Collected By All
![Page 17: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/17.jpg)
Big Data is Collected By All
![Page 18: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/18.jpg)
Big Data is Collected By All
![Page 19: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/19.jpg)
![Page 20: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/20.jpg)
Why Should Higher Education Pay Attention?
![Page 21: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/21.jpg)
![Page 22: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/22.jpg)
How Might Big Data Change Business Practices?
![Page 23: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/23.jpg)
• MCC has been experimenting with Big Data methods in combination with the student analytic tools found in Blackboard Analytics.
![Page 24: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/24.jpg)
• MCC has been experimenting with Big Data methods in combination with the student analytic tools found in Blackboard Analytics.
![Page 25: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/25.jpg)
Key Admission Metrics
![Page 26: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/26.jpg)
Building Utilization
![Page 27: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/27.jpg)
Key Enrollment Metrics
![Page 28: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/28.jpg)
• Limited access to Deans & Presidents• Student data warehouse , daily data now for 21
months.• Rolling out custom reports this summer.• Still some pesky data translation/transaction
items
Where we are today
![Page 29: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/29.jpg)
Challenges
• Education
• Security
• Past Practices
![Page 30: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/30.jpg)
![Page 31: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/31.jpg)
Student Analytics
Learn Analytics
Next Steps
![Page 32: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/32.jpg)
Finance Student
Analytics
Learn Analytics
Next Steps
![Page 33: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/33.jpg)
Finance Student
Analytics
Learn Analytics
Next Steps
![Page 35: Big Data: Analytics and Higher Educationtlt.mst.edu/media/conference/tlt/documents/tlt2015/... · Big Data: Analytics and Higher Education Leo Hirner Teaching & Learning Technology.](https://reader034.fdocuments.in/reader034/viewer/2022042314/5f01b8867e708231d400b777/html5/thumbnails/35.jpg)
Works Cited
Aiden, Erez. (2013). Uncharted: Big Data as a Lens on Human Culture. New York, NY: Riverhead Hardcover Publishing.
Bell, Steven. (2013). Promise and Problems of Big Data. Library Journal. March 13, 2013. http://lj.libraryjournal.com/2013/03/opinion/steven-bell/promise-and-pro...
Cukier, Kenneth. (2010). Data, Data, Everywhere. The Economist. February 25, 2010.http://www.economist.com/node/15557443
Davenport, Thomas. (2014). Big Data at Work: Dispelling the Myths, Uncovering the Opportunities. Boston, MA: Harvard Business Review Press.
Davenport, Thomas. (2007). Competing on Analytics: The New Science of Winning. Boston, MA: Harvard BusinessReview Press.
Graham, Mark. (2012). Big Data and the End of Theory. The Guardian. March 9, 2012.http://www.guardian.co.uk/news/datablog/2012/mar/09/big-data-theory
Mayer-Schonberger, Viktor. (2014). Big Data: A Revolution That Will Transform How We Live, Work, and Think. NewYork, NY: Eamon Dolan/Mariner Books.
Parry, Marc. (2012). Big Data on Campus. The New York Times. July 18, 2012.http://www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to...
Press, Gil. (2013). A Short History of Big Data. Forbes. May 9, 2013. http://www.forbes.com/sites/gilpress/2013/05/09/a- very-short-history-of-...
Schwartz, Meredith. (2013). What Governmental Big Data May Mean For Libraries. Library Journal. May 30, 2013.http://lj.libraryjournal.com/2013/05/oa/what-governmental-big-data-may-m...
Silver, Nate. (2013). The Signal and the Noise: Why so many predictions fail and some don’t. New York, NY: Penguin Books.