April 1, 2015

In a world of hackers….editing of my book is interrupted

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Books lots! 2

I’m struggling to complete the final edit on my online open textbook, Teaching in a Digital Age. All chapters are completed in first draft, but I am trying to shorten the book from its current 460 pages, by condensing a few chapters.

In the middle of the editing, however, I’ve been having technical problems logging into the admin area of the book’s web site due to a massive hacking attack on the site. This has not affected the public site, but it means I have only intermittent access to the admin site.

You may notice then over the next few days some odd discrepancies in the public site. For instance, there is no Chapter 3 at the moment as it’s being edited down and incorporated into Chapter 2. The numbering of the chapters and sections will be out of synch. But I can’t get into the site at the moment to make the necessary changes.

I hope to have this all sorted out by the weekend, and in any case 90% of the book is available in its final form, but in the meantime, I apologise and hope you will understand if some bits of the book look a little odd.

Yale University to offer an online master of medical science

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Yale University 2

Korn, M. (2015) Yale Will Offer Web-Based Master of Medical Science Degree Wall Street Journal, March 10

This for me is much more significant than the announcement of the first xMOOCs. It is a sign that even the elite Ivy League universities are recognising the validity of online learning for credit, even in the most demanding of subject areas, after ignoring or even denigrating online learning for many years.

However, before you all rush to sign up, note the sticker price: US$83,162 – the same cost as for the on-campus program, which has been limited to 40 students a year. One reason probably for such a high price for an online program is that Yale is contracting 2U Inc to help with the design and delivery of the program.

Another high cost factor is that the program requires hands-on clinical stints at field sites near students and at least three meetings on Yale’s New Haven, Conn., campus for activities such as cadaver dissection. Yale is aiming eventually for about 360 students across both the on-campus and online programs.

Yale’s move reinforces my view that there is still room for major expansion by top research universities into the online professional masters’ market. However, it will be important to price these at a level that makes them attractive to lifelong learners.

So good on Yale for leading the way for other Ivy League institutions. Now let’s hope someone else can do this at a more reasonable tuition fee (which in my view would be in the range of $15,000-$25,000 for the equivalent of a one year master’s program).

Rethinking learning spaces in a digital age: an example from Singapore

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Nanyang Technlogical University's new Learning Hub

Nanyang Technological University’s new Learning Hub

Hohenadel, K. (2015) Singapore’s New “Learning Hub” Rethinks University Classroom Design in the Internet Age SLATE, March 12

I have written in earlier posts about the need to rethink learning spaces as more and more institutions move to blended and hybrid learning. This design by Britain’s Thomas Heatherwick (who designed the Googleplex in Silicon Valley) incorporates ’56 “tutorial rooms” [that] don’t have corners or obvious fronts or backs and provide students with open spaces and terraces for collaboration and breaks.

In their description of the project, Heatherwick Studios state:

The purpose of a university is to foster togetherness and sociability, so that students can meet their fellow entrepreneurs, scientists and colleagues in a space that encourages collaboration.

Another inspiration for the hub was a wish to break down the traditional square forward-facing classrooms with a clear front and hierarchy, and move to a corner-less space, where teachers and students mix on a more equal basis.

In this model the students work together around shared tables, with teacher as facilitator and partner in the voyage of learning, rather than ‘master’ executing a top-down model of pedagogy.

The goal was to create a space that promotes accessibility, serendipity, and connectivity on a human scale.

It’s good to see an architect trying to create a building that supports the ‘magic of the campus’ in a digital age. I would have liked a little more detail though about the technology within the spaces, such as screens for sharing work.

It will be interesting to see if the design actually leads to changes in teaching methods, or whether faculty try to impose the hierarchical model of lecturing on these spaces.

Lastly, students seem to be very good at reducing architectural postulations to their bare essentials; students have already labelled the Learning Hub ‘dim sum’, because of its similarity to stacked dim sum steamer baskets.

Thanks to Clayton Wright for directing me to this.

dim sum steamer baskets 2

Lies, Damned Lies and Statistics: WCET’s analysis of distance education enrolments in the USA

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Out-of-state students 2

Russell Poulin and Terri Straut have done an invaluable analysis of recent data on distance education enrolments in the USA in the following three blog posts:

Straut, T. and Poulin, R. (2015) IPEDS Fall 2013: Higher Ed Sectors Vary Greatly in Distance Ed Enrollments Boulder CO: Western Co-operative for Educational Technologies

Straut, T. and Poulin, R. (2015) IPEDS Fall 2013: Distance Education Data Reveals More Than Overall Flat Growth Boulder CO: Western Co-operative for Educational Technologies

Straut, T. and Poulin, R. (2015) IPEDS Fall 2013: Less than Half of Fully Distant Students Come from Other States Boulder CO: Western Co-operative for Educational Technologies

These reports should be read in conjunction with these equally valuable posts:

Hill, P. and Poulin, R. (2014) Investigation of IPEDS Distance Education Data: System Not Ready for Modern Trends Boulder CO: Western Co-operative for Educational Technologies/e-Literate

Allen, I.E. and Seaman, J. (2013) Changing Course: Ten Years of Tracking Online Education in the United States  Wellesley MA: Babson College/Quahog Research Group

I am pulling this together in this one post for convenience, but I strongly recommend that you read carefully the original reports.

There are serious methodological issues in the USA data

Over the last ten years or so, the most consistent analyses of enrolments in online learning have been the annual Babson College surveys conducted by Elaine Allen and Jeff Seaman, with support from the Sloan Foundation. However, this was a voluntary survey, based on a carefully drawn sample of chief academic officers across the USA. The Babson Surveys showed consistent growth of online course enrolments in the order of 10-20 per cent per annum over a the last 10 years, compared with around 2-3 per cent growth in on-campus enrolments, with in 2013 approximately one third of all higher education students in the USA taking at least one fully online course.

However, since the Babson surveys were voluntary, sample-based and dependent on the good will of participating institutions, there was always a concern about the reliability of the data, and especially that the returns might be somewhat biased towards enrolments from institutions actively engaged in online learning, thus suggesting more online enrolments than in reality. Despite these possible limitations the Babson Surveys were invaluable because they provided a comparable set of national data across several years. So while the actual numbers may be a little shaky, the trends were consistent.

Then in 2012 the U.S. Federal Integrated Postsecondary Education Data System (IPEDS) survey, conducted by the National Center for Education Statistics, a division of the U.S. Federal Department of Education, for the first time included distance education in its compulsory annual survey of enrolments in higher education. (One might ask why it took until 2012 to ask for data on distance education, but hey, it’s a start.) Since this is a census rather than a survey, and since it is obligatory, one would expect that the IPEDS data would be more reliable than the Babson surveys.

However, it turns out that there are also major problems with the IPEDS survey. Phil Hill (of the blog e-Literate) and Russell Poulin have indicated the following limitations with IPEDS:

  • problems of definition: Babson focused only on students enrolled in fully online courses; IPEDS asks for enrolments in distance education. Although many institutions have moved their print-based courses online, there are still many print-based distance education courses still out there. How many? We don’t know. Also the IPEDS definition rules out reporting on blended or hybrid courses, and is not precise enough to ensure that different institutions don’t interpret who to include and who to exclude on a consistent basis
  • under-reporting: IPEDS collected data on the assumption that all students enrolled through continuing education departments were taking non-credit distance education courses, and therefore these enrolments were to be excluded. However, in many institutions, continuing education departments have continued to administer for-credit online courses, which institutions have seen as just another form of distance education. (In other institutions, distance education departments have been integrated with central learning technology units, and are thus included in enrolment counts.)
  • the IPEDS survey does not work for innovative programs such as those with continuous enrolments, competency-based learning, or hybrid courses.

Hill and Poulin come to the following conclusions about the 2012 survey:

  • we don’t know the numbers – there are too many flaws in the the data collection methods
  • thus the 2012 numbers are not a credible baseline for future comparisons
  • there are hundreds of thousands of students who have never been reported on any IPEDS survey that has ever been conducted.

It is against this background that we should now examine the recent analyses by Straut and Poulin on the IPEDS data for  2013. However, note their caveat:

Given the errors that we found in colleges reporting to IPEDS, the Fall 2012 distance education reported enrollments create a very unstable base for comparisons.

Main results for 2013

1. Most DE enrolments are in public universities

For those outside the USA, there are quite different types of HE institution, dependent on whether they are publicly funded or privately funded, and whether they operate for profit or not for profit. Distance education is often associated in the USA with diploma mills, or offered by for-profit private institutions, such as the University of Phoenix or Kaplan. As it turns out, this is a fundamental mis-conception. Nearly three-quarters of all DE enrolments are in publicly funded universities. Less than 10% of all DE enrolments are in for-profit private institutions.

2. Students studying exclusively at a distance

Students studying exclusively at a distance constitute about 13% of all enrolments. However, non-profits rely much more on distance students, who make up half their enrolments. Less than 10% of students in public universities are studying exclusively at a distance. The significance of this is that for most students in public universities, DE is a relatively small part of their studies, an option that they exercise occasionally and as needed, and is not seen as a replacement for campus-based studies. On the other hand, there is a substantial if small minority for whom DE is the only option, and for many of these, the for-profits are their the only option if their local public universities do not offer such programs in the discipline they want.

3. DE enrolments were down slightly in 2013

IPEDS shows an overall decrease in DE enrolments of 4% from 2012 to 2013. The biggest area was the for-profits, which declined by 17%. The drop in public universities for those taking fully online courses was a marginal 2%. However, this is a major difference from the trends identified by the Babson Surveys.

This is probably the most contentious of the conclusions, because the differences are relatively small and probably within the margin of error, given the unreliability of the data. The for-profit sector has been particularly badly hit by changes to federal financial aid for students.

However, I have been predicting that the rate of students taking fully online courses in the USA (and Canada) is likely to slow in the future for two reasons:

  • there is a limit to the market for fully online studies and after 10 years of fairly large gains, it is not surprising that the rate now appears to be slowing down
  • as more and more courses are offered in a hybrid mode, students have another option besides fully online for flexible study.

The counter trend is that public universities still have much more scope for increasing enrolments in fully online professional masters programs, as well as for certificates, diplomas and badges.

4. Students studying fully online are still more likely to opt for a local university

Just over half of all students enrolled exclusively in DE courses take their courses from within state. This figure jumps to between 75-90% for those enrolled in a public university. On the other hand, 70% of students enrolled in a DE course in a for-profit take their courses from out-of-state. This is not surprising, since although non-profits have to have their headquarters somewhere, they operate on a national basis.

The proportion of institutions reporting that they serve students who are outside the U.S. remains small, no more than 2% in any sector. This again may be a reporting anomaly, as 21% of institutions reported that they have students located outside the U.S. Probably of more concern is that many institutions did not report data on the location of their DE students. This may have something to do with the need for authorization for institutions to operate outside the home state, and this is a uniquely American can of worms that I don’t intend to open.

Not good, but it’s better than nothing

I have an uncomfortable feeling about the IPEDS data. It needs to be better, and it’s hard to draw any conclusions or make policy decisions on what we have seen so far.

However, it’s easy for someone outside the USA to criticise the IPEDS data, but at least it’s an attempt to measure what is an increasingly significant – and highly complex – area of higher education. We have nothing similar in Canada. At least the IPEDS data is likely to improve over time, as institutions press for clearer definitions, and are forced to collect better and more consistent data.

Also, I can’t praise too highly first of all Elaine Allen and Jeff Seaman for their pioneering efforts to collect data in this area, and Phil Hill, Russell Poulin and Terri Straut for guiding us through the minefield of IPEDS data.

For a nice infographic on this topic from WCET, click on the image below:

WCET infographic 2

A ‘starter’ bibliography on design models for teaching and learning

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Image: © educatorstechnology.com, 2014

For the increasing number of students doing Masters’ dissertations or Ph.D’s on course or instructional design I have collected together for convenience all the references made in my chapter on course design models for my open textbook, ‘Teaching in a Digital World.’ However, there are many other publications – this cannot be considered a comprehensive list. Also note the date of this blog post: anything published after this will not be here, unless you let me know about it. I also tend to give preference to open access publications, which means that there are a lot of articles in academic journals not on this list that should be there.

In return, I would really appreciate other suggestions for references that you have found to be valuable or influential (open access or not.).

Adamson, C. (2012) Learning in a VUCA world, Online Educa Berlin News Portal, November 13

Banchi, H., and Bell, R. (2008). The Many Levels of Inquiry Science and Children, Vol. 46, No. 2

Bates, A. and Poole, G. (2003) Effective Teaching with Technology in Higher Education: Foundations for Success San Francisco: Jossey-Bass

Brindley, J., Walti, C. and Blashke, L. (2009) Creating Effective Collaborative Learning Groups in an Online Environment International Review of Research in Open and Distance Learning, Vol. 10, No. 3

Brown, J. and Duguid, P. (2000). “Balancing act: How to capture knowledge without killing it”. Harvard Business Review.

Cambridge, D., Kaplan, S. and Suter, V. (2005) Community of Practice Design Guide Louisville  CO: EDUCAUSE

Christensen, C. (2010) Disrupting Class, Expanded Edition: How Disruptive Innovation Will Change the Way the World Learns New York: McGraw-Hill

Collins, E. (2013) SJSU Plus Augmented Online Learning Environment Pilot Project Report San Jose CA: San Jose State University

Dick, W., and Carey, L. (2004). The Systematic Design of Instruction. Allyn & Bacon; 6 edition Allyn & Bacon

Engle, W. (2104) UBC MOOC Pilot: Design and Delivery Vancouver BC: University of British Columbia

Entwistle, N. (2000) Promoting deep learning through teaching and assessment: conceptual frameworks and educational contexts Leicester UK: TLRP Conference

Garrison, R., Anderson, A. and Archer, W. (2000) Critical Inquiry in a Text-based Environment: Computer Conferencing in Higher Education The Internet and Higher Education, Vol. 2, No. 3

Gijselaers, W., (1995) ‘Perspectives on problem-based learning’ in Gijselaers, W, Tempelaar, D, Keizer, P, Blommaert, J, Bernard, E & Kapser, H (eds) Educational Innovation in Economics and Business Administration: The Case of Problem-Based Learning. Dordrecht, Kluwer.

Harasim, L. (2012) Learning Theory and Online Technologies New York/London: Routledge

Herreid, C. F. (2007). Start with a story: The case study method of teaching college science. Arlington VA: NSTA Press.

Irby, D. (1994) Three exemplary models of case-based teaching Academic Medicine, Vol. 69, No. 12

Kirshner, P., Sweller, J. amd Clark, R. (2006) Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching Educational Psychologist, Vo. 41, No.2

Knox, J. (2014) Digital culture clash: ‘massive’ education in the e-Learning and Digital Cultures Distance Education, Vol. 35, No. 2

Laurillard, D. (2001) Rethinking University Teaching: A Conversational Framework for the Effective Use of Learning Technologies New York/London: Routledge

Larmer, J. and Mergendoller, J. (2010) Seven essentials for project-based learning Educational Leadership, Vol. 68, No. 1

Marcus, G. Taylor, R. and Ellis, R. (2004) Implications for the design of online case-based learning activities based on the student blended learning experience: Perth, Australia: Proceedings of the ACSCILITE conference, 2004

Marton, F. and Saljö, R. (1997) Approaches to learning, in Marton, F., Hounsell, D. and Entwistle, N. (eds.) The experience of learning: Edinburgh: Scottish Academic Press (out of press, but available online)

Meier, D. (2000). The Accelerated Learning Handbook. New York: McGraw-Hill

Moon, J.A. (2004). A Handbook of Reflective and Experiential Learning: Theory and Practice. New York: Routledge Falmer.

Morrison, Gary R. (2010) Designing Effective Instruction, 6th Edition. New York: John Wiley & Sons

Paloff, R. and Pratt, K. (2005) Collaborating Online: Learning Together in Community San Francisco: Jossey-Bass

Paloff, R. and Pratt, K. (2007) Building Online Learning Communities: Effective Strategies for the Virtual Classroom San Francisco: Jossey-Bass

Pask, G. (1975) Conversation, Cognition and Learning Amsterdam/London: Elsevier (out of press, but available online)

Salmon, G. (2000) e-Moderating: The Key to Teaching and Learning Online London: Taylor and Francis

Scardamalia, M. and Bereiter, C. (2006) Knowledge Building:  Theory, pedagogy and technology in Sawyer, K. (ed.) Cambridge Handbook of the Learning Sciences New York: cambridge University Press

Smith, M. K. (2003) ‘Communities of practice’, the encyclopedia of informal education, accessed 26 September, 2014

Strobel, J. , & van Barneveld, A. (2009). When is PBL More Effective? A Meta-synthesis of Meta-analyses Comparing PBL to Conventional Classrooms. Interdisciplinary Journal of Problem-based Learning, Vol. 3, No. 1

Wenger, E. (2000) Communities of Practice: Learning, Meaning and Identity Cambridge UK: Cambridge University Press

Wenger, E. (2014) Communities of practice: a brief introduction, accessed 26 September, 2014

Wenger, E, McDermott, R., and Snyder, W. (2002). Cultivating Communities of Practice (Hardcover). Harvard Business Press; 1 edition.