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What is “big data”? Who’s doing it? Why is the higher education community so interested in it?
According to Wikipedia, “‘Big data’ is a term applied to data sets whose size is beyond the ability of commonly used software tools to capture, manage, and process the data within a tolerable elapsed time. Big data sizes are a constantly moving target, as of 2012 ranging from a few dozen terabytes to many petabytes of data in a single data set.”
Currently, big data is most commonly used by businesses and will become the “key basis for competition,” according to the McKinsey Global Institute’s May 2011 report “Big Data: The Next Frontier for Innovation, Competition, and Productivity.” They point out five ways that big data can create value. And while this new abundance of data will help businesses make data-driven decisions and enhance target marketing of products to consumers by using data to identify pregnant women, for example (see “How Companies Learn Your Secrets,” New York Times, February 16, 2012), we are still in the early stages of data collection. While many are excited by the challenge of exploring and analyzing the abundance of collected data and applying it to improve daily interactions, others are leery of where this data explosion could lead. In “The Future of Big Data,” a recently published report by the Pew Research Center’s Internet & American Life Project, experts provide varying viewpoints on the use of big data and the future. Businesses are the most enthusiastic in their use of big data, but the federal government is also jumping on the data train. The Obama administration has issued plans to dive into the big data pool with a $200 million initiative spanning six federal departments in the hopes of “improving our ability to extract knowledge and insights from large and complex collections of digital data, the initiative promises to help solve some the Nation’s most pressing challenges.” If the federal government can manage such massive data collections and successfully promote this undertaking, this should motivate other areas of society to take up the challenge of using large data sets to improve various industries and the lives of their consumers.
Higher education is just beginning to explore how to leverage the massive amounts of data it collects to improve the student experience. In his article “The Rise of Big Data,” Louis Soares explains that giving students an opportunity to see their data “in useful ways…can allow students to become better managers of their own educational experiences and can also, perhaps, improve collective outcomes across all of higher education.” Students are starting to see that data and use it to their advantage to keep themselves on track academically, as discussed in an EDUCAUSE 2011 session, “Course Signals: A Student Success System/Stoplights for Student Success.” As we find ourselves in a vast wonderland of data gathering and analyzing in higher education in the next few years, it will be interesting to see if the promise of big data helps reduce institutional costs, increase college affordability, and improve student retention and completion. Or if we are blindly going down the wrong statistical road?, thinking bigger the data, the better (see "Big Data: Are we Making a Big Mistake?" Financial Times, March 28th, 2014).
EDUCAUSE Staff Picks
Researchers and the Petabyte Go Global: Preparing the Next Generation of Innovators, EDUCAUSELive!, May 2014
The Big Data and Privacy Review - Web Site and Report "Big Data: Seizing Oppportunties, Preserving Values", White House, May 2014
“Ethics, Big Data, and Analytics: A Model for Application,” EDUCAUSE Review, May 2013
“The Rise of Big Data in Higher Education,” EDUCAUSE Live!, March 2012
Understanding and Managing the Risks of Analytics in Higher Education: A Guide, EDUCAUSE, June 2012
“Scientific Research: How Many Paradigms?” EDUCAUSE Review, June 2012
Library Items on this Topic
EDUCAUSE Library Items for Big Data
- 2014 Student and Faculty Technology Research Studies
October 30, 2014
EDUCAUSE Technology Research in the Academic Community This research can catalyze conversations among IT professionals about how to better serve their constituents; among institutional leaders…
- Can Big Data Help Universities Tackle Security, BYOD?
July 31, 2012
Universities have some of the most complex IT infrastructures around, and BYOD is a reality they can't escape. Chief Security Officers at universities are increasingly turning to Big Data an…
- Understanding and Managing the Risks of Analytics in Higher Education: A Guide
June 29, 2012
This guide provides an introduction to the major risk categories faced by a higher education institution considering investments in time, energy, and money in analytics work . Under the ri…