الجمعة، 6 سبتمبر 2013

الخميس، 5 سبتمبر 2013

A Comparison of Five Google Online Courses



Google has taught five open online courses in the past year, reaching nearly 400,000 interested students. In this post I will share observations from experiments with a year’s worth of these courses. We were particularly surprised by how the size of our courses evolved during the year; how students responded to a non-linear, problem-based MOOC; and the value that many students got out of the courses, even after the courses ended.

Observation #1: Course size
We have seen varying numbers of registered students in the courses. Our first two courses (Power Searching versions one and two) garnered significant interest with over 100,000 students registering for each course. Our more recent courses have attracted closer to 40,000 students each. It’s likely that this is a result of initial interest in MOOCs starting to decline as well as students realizing that online courses require significant commitment of time and effort. We’d like other MOOC content aggregators to share their results so that we can identify overall MOOC patterns.

*based on surveys sent only to course completers. Other satisfaction scores represent aggregate survey results sent to all registrants.

Observation #2: Completion rates
Comparing these five two-week courses, we notice that most of them illustrate a completion rate (measured by the number of students who meet the course criteria for completion divided by the total number of registrants) of between 11-16%. Advanced Power Searching was an outlier at only 4%. Why? A possible answer can be found by comparing the culminating projects for each course: Power Searching consisted of students completing a multiple choice test; Advanced Power Searching students completed case studies of applying skills to research problems. After grading their work, students also had to solve a final search challenge.

Advanced Power Searching also differed from all of the other courses in the way it presented content and activities. Power Searching offered videos and activities in a highly structured, linear path; Advanced Power Searching presented students with a selection of challenges followed by supporting lessons. We observed a decreasing number of views on each challenge page similar to the pattern in the linear course (see figure 1).
Figure 1. Unique page views for Power Searching and Advanced Power Searching

Students who did complete Advanced Power Searching expressed satisfaction with the course (95% of course completing students would recommend the course to others, compared with 94% of survey respondents from Power Searching). We surmise that the lower completion rate for Advanced Power Searching compared to Power Searching could be a result of the relative difficulty of this course (it assumed significantly more foundational knowledge than Power Searching), the unstructured nature of the course, or a combination of these and other factors.

Even though completion rates seem low when compared with traditional courses, we are excited about the sheer number of students we’ve reached through our courses (over 51,000 earning certificates of completion). If we offered the same content to classrooms of 30 students, it would take over four and a half years of daily classes to teach the same information!

Observation #3: Students have varied goals
We would also like to move the discussion beyond completion rates. We’ve noticed that students register for online courses for many different reasons. In Mapping with Google, we asked students to select a goal during registration. We discovered that
  • 52% of registrants intended to complete the course
  • 48% merely wanted to learn a few new things about Google’s mapping tools
Post-course surveys revealed that
  • 78% of students achieved the goal they defined at registration
  • 89% of students learned new features of Google Maps
  • 76% reported learning new features of Google Earth
Though a much smaller percentage of students completed course requirements, these statistics show that many of the students attained their learning goals.

Observation #4: Continued interest in post-course access
After each course ended, we kept many of the course materials (videos, activities) available. Though we removed access to the forums, final projects/assessments, and teaching assistants, we have seen significant interest in the content as measured by Google and YouTube Analytics. The Power Searching course pages have generated nearly three million page views after the courses finished; viewers have watched over 160,000 hours (18 years!) of course videos. In the two months since Mapping with Google finished, we have seen over 70,000 unique visitors to the course pages.

In all of our courses, we saw a high number of students interested in learning online: 96% of Power Searching participants agreed or strongly agreed that they would take a course in a similar format. We have succeeded in teaching tens of thousands of students to be more savvy users of Google tools. Future posts will take an in-depth look at our experiments with self-graded assessments, community elements that enhance learning, and design elements that influence student success.

الأربعاء، 4 سبتمبر 2013

"Stan's bookcase"


Today I'm introducing a new feature ("Show Us Your Bookcase") at TYWKIWDBI, inspired by a Guardian essay last year:
Only a bookshelf can truly hold a reader's history and future at the same time... A lifelong reader myself, I've always had an obsession with seeing a person's bookshelf, to get a sense of what they've brought inside their home and their head. Bookshelves are universal in that almost everyone has one, and unique in that no two collections are the same... Sharing your shelf is sharing yourself – showcasing the building blocks that have crafted your knowledge, personality, and identity.
As I read that essay, I was reminded that as a young man I was always eager to examine the bookcases of friends and colleagues to learn more about them.  I confess to still doing that when I visit homes for holiday parties.

So I'll start, with a photo and a brief description (in case the image doesn't supersize) of one of five bookcases in my basement office.
On the top shelf are the complete novels of Agatha Christie, painstakingly scavenged from used-paperback-book stores over perhaps a decade.  Below that, D&D figurines and guidebooks (gathering dust) and a mix of sci-fi and miscellaneous books.

The third shelf down has the residua of what was once a complete collection of the Time-Life Reading Program, first acquired by subscription in the 1960s, then supplemented from old bookstores and the internet, then finally weeded down to just the ones I had rated 4+ after reading.  Behind that and to the right are the complete works of John Dickson Carr/Carter Dickson in used paperback and hardbacks, from bookstores and eBay.  Also a stack of favorite sci-fi stories ruthlessly ripped out of annual paperback collections because I didn't want to save the whole book.

Below that the Random House Dictionary that I grab when I need something quickly (the OED doesn't fit on the shelves) and some reference books and small books.  Under that a shelf of mostly nonfiction and archaeology, and finally a tall shelf with notebooks, photo albums, and office supplies.
Scattered on the shelves are some non-book items, including pix of my late father, some geodes and knick-knacks, a spritz-bottle for chasing away cats, and a treasured piece of mortar from the Berlin Wall ("ein Mauerspecht"), pried loose in the dark of night from the East side (!) of the wall in 1989.
The rest of my life is delineated by other bookcases and shelves, but this will do as an introduction.

If you'd like to participate and share your stuff with other TYWKIWDBI readers, here are the guidelines:

1)  Participation is strictly limited to faithful readers of TYWKIWDBI who consistently identify themselves by names in comments.  For this feature "Anonymous" readers are left out (because we wouldn't know which anon was which).  But it's o.k. if you access the comments via the Anonymous choice on the pulldown, and then sign your name, as Swift and others do.

2)  The photo(s) can be of a single shelf (if that defines you), or of a bookcase, or even a wall or room.  Email it to me at the address in my bio in the right sidebar.  Please exclude info (or blur an item) that identifies you too precisely, and show only content that's safe for work.  You can tidy up a shelf, but don't create an artificial one - this is the equivalent of a come-as-you-are party.

3)  I'd prefer that you NOT include yourself in the photo (this is not a "bookshelfie"), but a pet would be fine.

4)  Include a few words or several paragraphs re things interesting or unusual, but I reserve the right to edit down rambling dissertations and confessionals.

5)  Depending on how many readers participate, I'll plan to post perhaps one item every couple weeks.

Uneasy rider


From The New Yorker.

17th century Japanese gold lacquer chest, used as TV stand and bar

"Around 1640, chief of the mission of the Dutch East India Company François Caron commissioned a group of gold lacquer boxes from the Kaomi Nagashige of Kyoto, a master craftsman who was the official lacquer-maker to the Tokugawa rulers... Because he was in Shogun Tokugawa Iemitsu’s good graces, Caron was able to secure the finest quality of lacquer, the kind of thing that would normally be seen in the palaces of the Shogun. The chests were decorated with gold, silver and copper foil, sheets and powder and mother of pearl. The painstaking process of creating these marvels took at least two years... "
...in 1643, the lacquer boxes left Japan for the Netherlands...the chests passed by descent through the family until they were purchased in a French Revolutionary fire sale by a haberdasher who sold them to the wealthy British writer and art collector William Beckford....
[A] Polish doctor named Zaniewski...bought it from the Cory auction for a pittance. In 1970, Dr. Zaniewski sold the chest for £100 to a tenant of his, a French engineer who worked for Shell Petroleum. The engineer used it as a TV stand in his South Kensington apartment for 16 years, then brought it with him when he retired to the Loire Valley in 1986. There he used it as a bar...

At the June 9th auction held at the Château de Cheverny in the Loire Valley, the Mazarin Chest sold for 7.3 million euros ($9,544,000)...
Further detaiils at The History Blog.

There will be no more fireplaces in Montreal

"Citing concerns for air quality and the health of its citizens, the largest city in the province of Quebec is poised to adopt a ban on fireplaces, effective at the end of 2020.

"Wood burning is a major source of fine particulate air pollution, meaning particles that penetrate into the lungs," Norman King, an epidemiologist at the Montreal Public Health Board told the CBC...

Montreal already had a ban on installing fireplaces in new construction, dating back to 2009, but about 50,000 homes in Montreal are still using wood-burning appliances. A provincial government program called "Feu vert" has offered $900 (Canadian) to replace them with natural gas or propane appliances, but the program ends this year, unless city officials get their way and it is extended. "

How "The Elephant Man" was exploited


Not by the sideshow, but by the medical establishment:
There is another story that casts a different light on what happened. The memoirs of Tom Norman, Merrick’s London manager, are surely as biased as Treves’. But as one of the most respected showmen of his day, Norman’s account challenges head on Treves’ claim that Merrick was ultimately better off in the hospital than at the freakshow...

Most Victorian freaks, however, actually earned a comfortable living. Many were free agents who negotiated the terms of their exhibition and could ask for a salary or a share of the profits. They sold souvenirs to the crowds to make extra money. The freakshow was thus an important economic resource for working people whose deformities prevented them undertaking other forms of labour. Indeed, freak performers did not consider their exhibitions to be obscene or degrading. Rather, they saw themselves as little different from other entertainers...

During the two years he was on display in Europe, he was able to save more than £50 – a sizeable sum for a working-class man. In fact, Merrick earned more from his exhibition than his manager. They shared the take evenly, but Norman paid for the rent of the venue, food and lodging...

In the hospital, Merrick was kept largely confined to his rooms. When he ventured too far outside them, he was quickly shepherded back, lest he frighten other patients. Treves said his intention in providing for Merrick was to save him from the humiliation of public exhibition. However, his charge was constantly visited by curious members of high society. Like the masses who attended freakshows, they came out of a prurient fascination with Merrick’s grotesque body rather than merely to “cheer his confined existence”...

The Elephant Man’s hospitalisation sprang from a benevolent desire to help this “poor fellow”. But, for Merrick, it may have been little different from entering the workhouse. As a permanent resident, supported entirely by charitable donations, he was rendered a dependent member of “the deserving poor”. Norman argued that Merrick’s “only wish was to be free and independent”. This could not happen while he remained an inmate of the hospital where, his former manager argued, he must have felt as if “he were a prisoner and living on charity”. Treves maintained that Merrick was “happy every hour of the day”. But Norman’s son unearthed the testimony of a hospital porter who claimed that Merrick asked more than once: “Why can’t I go back to Mr Norman?” 
More information and illustrations at The Public Domain Review.