Image from http://www.cmu.edu/teaching/technology/tools/informationvisualization/
Discussion Questions
Activity 1: NAU GPS (Mash-up)
Similar to the RioPACE program, Northern Arizona University (NAU) also implements a learning analytics system called GPS (Grade Performance Status). GPS provides formative assessment that is designed to improve student retention and GPAs (Inside NAU, 2009; Picciano, 2012). Both NAU and Rio Salado College have online degree programs for flexibility needed by non-traditional students. In this activity, you will create a mashup of both learning analytics programs with a new name and new mission. Be sure to include information visualization that quickly describes your program with an image or diagram.
Activity 2: Aggregate Price Action
In addition to data collection, aggregation of data can also take place in Google Sheets, where special functions can import data from multiple data source. For example, we can save a CSV listing of DOW 30 companies to Google Drive. The plain text file can be opened in Google Sheets, where the symbols can be used as input for aggregating price data as seen in Figure 4.
Figure 4. Price quotes imported into Google Sheets
Practice this activity’s core actions (save, convert, aggregate) on the Learning Analytics demo home page ( https://etc655g6.appspot.com ), powered by the cloud computing platform called Google Cloud.
Activity 3: Minecraft (Game-Based Learning)
Teachers can use this to have student create structures, instead of using physical objects for that construction. This game can also give students a sense of experience pertaining to something like surviving in early America (Jamestown) (Farber, 2016, para. 5). Students can also use this as a medium to show their learning for geometry through showing square footage.
Johnson, L., Adams Becker, S., Cummins, M., Estrada, V., Freeman, A., & Ludgate, H. (2013). NMC horizon report: 2013 higher education edition. Austin, Texas: The New Media Consortium.
Johnson, L., Adams Becker, S., Estrada, V., & Freeman, A. (2014). NMC horizon report: 2014 higher education edition. Austin, Texas: The New Media Consortium.
Johnson, L., Adams Becker, S., Estrada, V., & Freeman, A. (2014). NMC horizon report: 2014 K-12 edition. Austin, Texas: The New Media Consortium.
Suggested Readings
Dede, C. & Ho, A. (2016, August 22). Big data in higher education: Promises and pitfalls. Educause Review. Retrieved from http://er.educause.edu/articles/2016/8/big-data-analysis-in-higher-education-promises-and-pitfalls?zbrandid=4007&zidType=CH&zid=37597833&zsubscriberId=1030494261&zbdom=http://educause.informz.net
Dodgson, D. (2015, October 16). Getting started with game-based language learning. Edutopia. Retrieved from https://www.edutopia.org/blog/game-based-language-learning-david-dodgson
McCandless, D. (2010). The beauty of data visualization [Video file]. Retrieved from https://www.ted.com/talks/david_mccandless_the_beauty_of_data_visualization?utm_source=newsletter_weekly_2010-08-24&utm_campaign=newsletter_weekly&utm_medium=email
Weller, M. (2014). MOOCs. Book Battle for Open: How openness won and why it doesn't feel like victory (pp. 89-116). London: Ubiquity Press. Retrieved from. Retrieved from https://drive.google.com/file/d/0B1KM-dkRnhT0Z0FaNWhick54Wkk/view?usp=sharing
Teaching Resources
Chapter Prezi: https://prezi.com/view/nWJePTFsaPOhgPmGzuyC