Massive open online course
A massive open online course (MOOC //) is an online course aimed at unlimited participation and open access via the web. In addition to traditional course materials such as filmed lectures, readings, and problem sets, many MOOCs provide interactive user forums to support community interactions between students, professors, and teaching assistants (TAs). MOOCs are a recent and widely researched development in distance education  which was first introduced in 2008 and emerged as a popular mode of learning in 2012.
Early MOOCs often emphasized open-access features, such as open licensing of content, structure and learning goals, to promote the reuse and remixing of resources. Some later MOOCs use closed licenses for their course materials while maintaining free access for students.
- 1 History
- 2 Emergence of MOOC providers
- 3 Student experience and pedagogy
- 4 Industry
- 5 Challenges and criticisms
- 6 See also
- 7 References
- 8 External links and further reading
Before the Digital Age, distance learning appeared in the form of correspondence courses, broadcast courses and early forms of e-learning. The 2000s saw changes in online, or e-learning and distance education, with increasing online presence and short courses, including Khan Academy's short video tutorials, and the development of MOOCs.
The first MOOCs emerged from the open educational resources (OER) movement. The term MOOC was coined in 2008 by Dave Cormier of the University of Prince Edward Island in response to a course called Connectivism and Connective Knowledge (also known as CCK08). CCK08, which was led by George Siemens of Athabasca University and Stephen Downes of the National Research Council, consisted of 25 tuition-paying students in Extended Education at the University of Manitoba, as well as over 2200 online students from the general public who paid nothing. All course content was available through RSS feeds and online students could participate through collaborative tools, including blog posts, threaded discussions in Moodle and Second Life meetings. Stephen Downes considers these so-called cMOOCs to be more "creative and dynamic" than the current xMOOCs, which he believes "resemble television shows or digital textbooks."
Other cMOOCs were then developed; for example, Jim Groom from The University of Mary Washington and Michael Branson Smith of York College, City University of New York hosted MOOCs through several universities starting with 2011's 'Digital Storytelling' (ds106) MOOC. These early MOOCs did not rely on posted resources, learning management systems and video lectures, instead using structures that mix the learning management system with more open web resources. MOOCs from private, non-profit institutions emphasized prominent faculty members and expanded existing distance learning offerings (e.g., podcasts) into free and open online courses.
Alongside the development of these open courses, other E-learning platforms emerged - such as Khan Academy and ALISON - allowing students to engage with course materials at their own pace, and outside of a formal learning context.. Khan Academy, Peer-to-Peer University (P2PU), Learnterest, Udemy, and Course Hero are viewed as similar to MOOCs work outside the university system or emphasize individual self-paced lessons. Udemy allows teachers to sell online courses, with the course creators keeping 70–85% of the proceeds and intellectual property rights. Online education provider ALISON is cited in industry literature as an early MOOC, making E-learning resources available with a freemium model. Its stated objective is to enable people to gain basic education and workplace skills, with the majority of ALISON's learners located in the developing world with the fastest growing number of users in India.
cMOOCs and xMOOCs
As MOOCs have evolved, there appear to be two distinct types: those that emphasize the connectivist philosophy, and those that resemble more traditional courses. To distinguish the two, Stephen Downes proposed the terms "cMOOC" and "xMOOC".
cMOOCs are based on principles from connectivist pedagogy indicating that material should be aggregated (rather than pre-selected), remixable, re-purposable, and feeding forward (i.e. evolving materials should be targeted at future learning).
cMOOC instructional design approaches attempt to connect learners to each other to answer questions and/or collaborate on joint projects. This may include emphasizing collaborative development of the MOOC. Ravenscroft claimed that connectivist MOOCs better support collaborative dialogue and knowledge building.
Emergence of MOOC providers
During a presentation at SXSWedu in early 2013, Instructure CEO Josh Coates suggested that MOOCs are in the midst of a hype cycle, with expectations undergoing wild swings. Dennis Yang, President of MOOC provider Udemy, later made the point in an article for the Huffington Post.
Many universities scrambled to join in the "next big thing", as did more established online education service providers such as Blackboard Inc, in what has been called a "stampede." Dozens of universities in Canada, Mexico, Europe and Asia have announced partnerships with the large American MOOC providers. By early 2013, questions emerged about whether academia was "MOOC'd out." This trend was later confirmed in continuing analysis.
The industry has an unusual structure, consisting of linked groups including MOOC providers, the larger non-profit sector, universities, related companies and venture capitalists. The Chronicle of Higher Education lists the major providers as the non-profits Khan Academy and edX, and the for-profits Udacity and Coursera.
The larger non-profit organizations include the Bill & Melinda Gates Foundation, the MacArthur Foundation, the National Science Foundation, and the American Council on Education. University pioneers include Stanford, Harvard, MIT, the University of Pennsylvania, CalTech, the University of Texas at Austin, the University of California at Berkeley, San Jose State University and the Indian Institute of Technology, Bombay IIT Bombay. Related companies investing in MOOCs include Google and educational publisher Pearson PLC. Venture capitalists include Kleiner Perkins Caufield & Byers, New Enterprise Associates and Andreessen Horowitz.
In the fall of 2011 Stanford University launched three courses. The first of those courses was Introduction Into AI, launched by Sebastian Thrun and Peter Norvig. Enrollment quickly reached 160,000 students. The announcement was followed within weeks by the launch of two more MOOCs, by Andrew Ng and Jennifer Widom. Following the publicity and high enrollment numbers of these courses, Thrun started a company he named Udacity and Daphne Koller and Andrew Ng launched Coursera. Coursera subsequently announced university partnerships with University of Pennsylvania, Princeton University, Stanford University and The University of Michigan.
In January 2013, Udacity launched its first MOOCs-for-credit, in collaboration with San Jose State University. In May 2013 the company announced the first entirely MOOC-based Master's Degree, a collaboration between Udacity, AT&T and the Georgia Institute of Technology, costing $7,000, a fraction of its normal tuition.
Concerned about the commercialization of online education, in 2012 MIT created the not-for-profit MITx. The inaugural course, 6.002x, launched in March 2012. Harvard joined the group, renamed edX, that spring, and University of California, Berkeley joined in the summer. The initiative then added the University of Texas System, Wellesley College and Georgetown University.
In September 2013, edX announced a partnership with Google to develop Open edX, an open source platform and its MOOC.org, a site for non-xConsortium groups to build and host courses. Google will work on the core platform development with edX partners. In addition, Google and edX will collaborate on research into how students learn and how technology can transform learning and teaching. MOOC.org will adopt Google's infrastructure. The Chinese Tsinghua University MOOC platform XuetangX.com (launched Oct. 2013) uses the EdX platform.
Before 2013 each MOOC tended to develop its own delivery platform. EdX in April 2013 joined with Stanford University, which previously had its own platform called Class2Go, to work on XBlock SDK, a joint open-source platform. It is available to the public under the Affero GPL open source license, which requires that all improvements to the platform be publicly posted and made available under the same license. Stanford Vice Provost John Mitchell said that the goal was to provide the "Linux of online learning." This is unlike companies such as Coursera that have developed their own platform.
EdX currently offers 94 courses from 29 institutions around the world (as of November 2013). During its first 13 months of operation (ending March 2013), Coursera offered about 325 courses, with 30% in the sciences, 28% in arts and humanities, 23% in information technology, 13% in business and 6% in mathematics. Udacity offered 26 courses. Udacity's CS101, with an enrollment of over 300,000 students, was the largest MOOC to date.
Coursera now offers online “specializations” - certificates from participating colleges that allows students to master a skill with a targeted sequence of courses which conclude with an application through a Capstone Project. These specialization certificate options include topics such as “Data Science” from Johns Hopkins University, “Modern Musician” from Berkeley, “Fundamentals of Computing” from Rice University, "Digital Marketing" from University of Illinois, "Cyber Security" from University of Maryland, and "Healthcare Care Informatics and Data Analytics" from Georgia Institute of Technology. As of May 2015, it offered more than 1000 courses from 119 institutions and had 13,026,242 users from 190 countries enrolled
A range of other global MOOC providers have emerged.
|Shimon Schocken on YouTube, The self-organizing computer course, October 2012|
|Daphne Koller at TED, What we're learning from online education, June 2012|
|Peter Norvig at TED, The 100,000-student classroom February 2012|
|Salman Khan at TED, Let's use video to reinvent education, March 2011|
|Anant Agarwal at TED, Why massive open online courses (still) matter, June 2013|
|Chris Anderson at TED, How web video powers global innovation, July 2010|
Emergence of Innovative Courses
||This section contains content that is written like an advertisement. (May 2015)|
Early cMOOCs such as CCK08 and ds106 used innovative pedagogy, with distributed learning materials rather than a video-lecture format, and a focus on education and learning, and digital storytelling respectively 
Following the 2011 launch of three stanford xMOOCs, including Introduction Into AI, launched by Sebastian Thrun and Peter Norvig a number of other innovative courses have emerged. As of May 2014, more than 900 MOOCs are offered by US universities and colleges: List of MOOCs offered by US universities. As of February 2013 dozens of universities had affiliated with MOOCs, including many international institutions. In addition, some organisations operate their own MOOCs – including Google's Power Search.
A range of courses have emerged; "There was a real question of whether this would work for humanities and social science", said Ng. However, psychology and philosophy courses are among Coursera's most popular. Student feedback and completion rates suggest that they are as successful as math and science courses.
In November 2012, the University of Miami launched its first high school MOOC as part of Global Academy, its online high school. The course became available for high school students preparing for the SAT Subject Test in biology.
"Gender Through Comic Books" was a course taught by Ball State University's Christina Blanch on Instructure's Canvas Network, a MOOC platform launched in November 2012. The course used examples from comic books to teach academic concepts about gender and perceptions.
In January 2012, University of Helsinki launched a Finnish MOOC in programming. The MOOC is used as a way to offer high-schools the opportunity to provide programming courses for their students, even if no local premises or faculty that can organize such courses exist. The course has been offered recurringly, and the top-performing students are admitted to a BSc and MSc program in Computer Science at the University of Helsinki. At a meeting on E-Learning and MOOCs, Jaakko Kurhila, Head of studies for University of Helsinki, Department of Computer Science, claimed that to date, there has been over 8000 participants in their MOOCs altogether.
In 18 June 2012, Ali Lemus from Galileo University launched the first Latin American MOOC titled "Desarrollando Aplicaciones para iPhone y iPad" This MOOC is a Spanish remix of Stanford University's popular "CS 193P iPhone Application Development" and had 5,380 students enrolled. The technology used to host the MOOC was the Galileo Educational System platform (GES) which is based on the .LRN project.
In the UK of summer 2013, Physiopedia ran their first MOOC regarding Professional Ethics in collaboration with University of the Western Cape in South Africa. This was followed by a second course in 2014, Physiotherapy Management of Spinal Cord Injuries, which was accredited by the WCPT and attracted approximately 4000 participants with a 40% completion rate. Physiopedia is the first provider of physiotherapy/physical therapy MOOCs, accessible to participants worldwide.
In May 2013 Coursera announced free e-books for some courses in partnership with Chegg, an online textbook-rental company. Students would use Chegg's e-reader, which limits copying and printing and could use the book only while enrolled in the class.
In June 2013, the University of North Carolina at Chapel Hill launched Skynet University, which offers MOOCs on introductory astronomy. Participants gain access to the university's global network of robotic telescopes, including those in the Chilean Andes and Australia. It incorporates YouTube, Facebook and Twitter.
In July 2013 the University of Tasmania launched Understanding Dementia, the world's first Dementia MOOC. With one of the world's highest completion rates (39%), the course was recognized in the journal Nature.
Startup Veduca launched the first MOOCs in Brazil, in partnership with the University of São Paulo in June 2013. The first two courses were Basic Physics, taught by Vanderlei Salvador Bagnato, and Probability and Statistics, taught by Melvin Cymbalista and André Leme Fleury. In the first two weeks following the launch at Polytechnic School of the University of São Paulo, more than 10,000 students enrolled.
Startup Wedubox (Finalist at MassChallenge 2013)  launched the first MOOC in finance and third MOOC in Latam, the MOOC was created by Jorge Borrero (MBA Universidad de la Sabana) with the title "WACC and the cost of capital" it reached 2.500 students in Dec 2013 only 2 months after the launch.
In September 2014, the high street retailer, Marks & Spencer partnered up with University of Leeds to construct an MOOC business course "which will use case studies from the Company Archive alongside research from the University to show how innovation and people are key to business success. The course will be offered by the UK based MOOC platform, FutureLearn.
Student experience and pedagogy
By June 2012 more than 1.5 million people had registered for classes through Coursera, Udacity and/or edX. As of 2013, the range of students registered appears to be broad, diverse and non-traditional, but concentrated among English-speakers in rich countries. By March 2013, Coursera alone had registered about 2.8 million learners. By October 2013, Coursera enrollment continued to surge, surpassing 5 million, while edX had independently reached 1.3 million.
|Rest of world||41.9%|
A course billed as "Asia's first MOOC" given by the Hong Kong University of Science and Technology through Coursera starting in April 2013 registered 17,000 students. About 60% were from "rich countries" with many of the rest from middle-income countries in Asia, South Africa, Brazil or Mexico. Fewer students enrolled from areas with more limited access to the internet, and students from the People's Republic of China may have been discouraged by Chinese government policies.
Koller stated in May 2013 that a majority of the people taking Coursera courses had already earned college degrees.
According to a Stanford University study of a more general group of students "active learners" – anybody who participated beyond just registering – found that 64% of high school active learners were male and 88% were male for undergraduate- and graduate-level courses.
A study from Stanford University's Learning Analytics group identified four types of students: auditors, who watched video throughout the course, but took few quizzes or exams; completers, who viewed most lectures and took part in most assessments; disengaged learners, who quickly dropped the course; and sampling learners, who might only occasionally watch lectures. They identified the following percentages in each group:
Jonathan Haber focused on questions of what students are learning and student demographics. About half the students taking US courses are from other countries and do not speak English as their first language. He found some courses to be meaningful, especially about reading comprehension. Video lectures followed by multiple choice questions can be challenging since they are often the "right questions." Smaller discussion boards paradoxically offer the best conversations. Larger discussions can be "really, really thoughtful and really, really misguided", with long discussions becoming rehashes or "the same old stale left/right debate."
In 2013, the Chronicle of Higher Education surveyed 103 professors who had taught MOOCs. "Typically a professor spent over 100 hours on his MOOC before it even started, by recording online lecture videos and doing other preparation", though some instructors' pre-class preparation was "a few dozen hours." The professors then spent 8–10 hours per week on the course, including participation in discussion forums.
The medians were: 33,000 students enrollees; 2,600 passing; and 1 teaching assistant helping with the class. 74% of the classes used automated grading, and 34% used peer grading. 97% of the instructors used original videos, 75% used open educational resources and 27% used other resources. 9% of the classes required a physical textbook and 5% required an e-book.
Unlike traditional courses, MOOCs require additional skills, provided by videographers, instructional designers, IT specialists and platform specialists. Georgia Tech professor Karen Head reports that 19 people work on their MOOCs and that more are needed. The platforms have availability requirements similar to media/content sharing websites, due to the large number of enrollees. MOOCs typically use cloud computing and are often created with authoring systems. Authoring tools for the creation of MOOCs are specialized packages of educational software like Elicitus, IMC Content Studio and Lectora that are easy-to-use and support e-learning standards like SCORM and AICC.
Completion rates are typically lower than 10%, with a steep participation drop starting in the first week. In the course Bioelectricity, Fall 2012 at Duke University, 12,725 students enrolled, but only 7,761 ever watched a video, 3,658 attempted a quiz, 345 attempted the final exam, and 313 passed, earning a certificate.
Early data from Coursera suggest a completion rate of 7%–9%. Most registered students intend to explore the topic rather than complete the course, according to Koller and Ng. The completion rate for students who complete the first assignment is about 45 percent. Students paying $50 for a feature designed to prevent cheating on exams have completion rates of about 70 percent.
One online survey published a "top ten" list of reasons for dropping out. These were that the course required too much time, or was too difficult or too basic. Reasons related to poor course design included "lecture fatigue" from courses that were just lecture videos, lack of a proper introduction to course technology and format, clunky technology and trolling on discussion boards. Hidden costs were cited, including required readings from expensive textbooks written by the instructor that also significantly limited students' access to learning material. Other non-completers were "just shopping around" when they registered, or were participating for knowledge rather than a credential. Providers are exploring multiple techniques to increase the often single-digit completion rates in many MOOCs.
About 10% of the students who sign up typically complete the course. Most participants participate peripherally ("lurk"). For example, one of the first MOOCs in 2008 had 2200 registered members, of whom 150 actively interacted at various times.
Learners control where, what, how and with whom they learn, although different learners choose to exercise more or less of that control.
Students include traditional university students, along with degreed professionals, educators, business people, researchers and others interested in internet culture.
The effectiveness of MOOCs is an open question as completion rates are substantially less than traditional online education courses. Alraimi et al. explained in their research model a substantial percentage of the variance for the intention to continue using MOOCs, which is significantly influenced by perceived reputation, perceived openness, perceived usefulness, perceived, and user satisfaction. Perceived reputation and perceived openness were the strongest predictors and have not previously been examined in the context of MOOCs.
|10 Steps to Developing an Online Course: Walter Sinnott-Armstrong on YouTube, Duke University|
|Designing, developing and running (Massive) Online Courses by George Siemens, Athabasca University|
Many MOOCs use video lectures, employing the old form of teaching (lecturing) using a new technology. Thrun testified before the President’s Council of Advisors on Science and Technology (PCAST) that MOOC "courses are 'designed to be challenges,' not lectures, and the amount of data generated from these assessments can be evaluated 'massively using machine learning' at work behind the scenes. This approach, he said, dispels 'the medieval set of myths' guiding teacher efficacy and student outcomes, and replaces it with evidence-based, 'modern, data-driven' educational methodologies that may be the instruments responsible for a 'fundamental transformation of education' itself".
Some view the videos and other material produced by the MOOC as the next form of the textbook. "MOOC is the new textbook", according to David Finegold of Rutgers University. A study of edX student habits found that certificate-earning students generally stop watching videos longer than 6 to 9 minutes. They viewed the first 4.4 minutes (median) of 12- to 15-minute videos. Some traditional schools blend online and offline learning, sometimes called flipped classrooms. Students watch lectures online at home and work on projects and interact with faculty while in class. Such hybrids can even improve student performance in traditional in-person classes. One fall 2012 test by San Jose State and edX found that incorporating content from an online course into a for-credit campus-based course increased pass rates to 91% from as low as 55% without the online component. "We do not recommend selecting an online-only experience over a blended learning experience", says Coursera's Andrew Ng.
Because of massive enrollments, MOOCs require instructional design that facilitates large-scale feedback and interaction. The two basic approaches are:
- Peer-review and group collaboration
- Automated feedback through objective, online assessments, e.g. quizzes and exams  Machine grading of written assignments is also underway.
So-called connectivist MOOCs rely on the former approach; broadcast MOOCs rely more on the latter. This marks a key distinction between cMOOCs where the 'C' stands for 'connectivist', and xMOOCs where the x stands for extended (as in TEDx, EdX) and represents that the MOOC is designed to be in addition to something else (university courses for example).
Assessment can be the most difficult activity to conduct online, and online assessments can be quite different from the bricks-and-mortar version. Special attention has been devoted to proctoring and cheating.
Peer review is often based upon sample answers or rubrics, which guide the grader on how many points to award different answers. These rubrics cannot be as complex for peer grading as for teaching assistants. Students are expected to learn via grading others and become more engaged with the course. Exams may be proctored at regional testing centers. Other methods, including "eavesdropping technologies worthy of the C.I.A." allow testing at home or office, by using webcams, or monitoring mouse clicks and typing styles. Special techniques such as adaptive testing may be used, where the test tailors itself given the student's previous answers, giving harder or easier questions accordingly.
"The most important thing that helps students succeed in an online course is interpersonal interaction and support", says Shanna Smith Jaggars, assistant director of Columbia University's Community College Research Center. Her research compared online-only and face-to-face learning in studies of community-college students and faculty in Virginia and Washington state. Among her findings: In Virginia, 32% of students failed or withdrew from for-credit online courses, compared with 19% for equivalent in-person courses.
Assigning mentors to students is another interaction-enhancing technique. In 2013 Harvard offered a popular class, The Ancient Greek Hero, instructed by Gregory Nagy and taken by thousands of Harvard students over prior decades. It appealed to alumni to volunteer as online mentors and discussion group managers. About 10 former teaching fellows also volunteered. The task of the volunteers, which required 3–5 hours per week, was to focus online class discussion. The edX course registered 27,000 students.
Research by Kop and Fournier highlighted as major challenges the lack of social presence and the high level of autonomy required. Techniques for maintaining connection with students include adding audio comments on assignments instead of writing them, participating with students in the discussion forums, asking brief questions in the middle of the lecture, updating weekly videos about the course and sending congratulatory emails on prior accomplishments to students who are slightly behind. Grading by peer review has had mixed results. In one example, three fellow students grade one assignment for each assignment that they submit. The grading key or rubric tends to focus the grading, but discourages more creative writing.
A. J. Jacobs in an op-ed in the New York Times graded his experience in 11 MOOC classes overall as a "B". He rated his professors as '"B+", despite "a couple of clunkers", even comparing them to pop stars and "A-list celebrity professors." Nevertheless he rated teacher-to-student interaction as a "D" since he had almost no contact with the professors. The highest rated ("A") aspect of Jacobs' experience was the ability to watch videos at any time. Student-to-student interaction and assignments both received "B-". Study groups that didn't meet, trolls on message boards and the relative slowness of online vs. personal conversations lowered that rating. Assignments included multiple choice quizzes and exams as well as essays and projects. He found the multiple choice tests stressful and peer graded essays painful. He completed only 2 of the 11 classes.
MOOCs are widely seen as a major part of a larger disruptive innovation taking place in higher education. In particular, the many services offered under traditional university business models are predicted to become unbundled and sold to students individually or in newly formed bundles. These services include research, curriculum design, content generation (such as textbooks), teaching, assessment and certification (such as granting degrees) and student placement. MOOCs threaten existing business models by potentially selling teaching, assessment, and/or placement separately from the current package of services.
President Barack Obama has cited recent developments, including the online learning innovations at Carnegie Mellon University, Arizona State University and Georgia Institute of Technology, as having potential to reduce the rising costs of higher education.
James Mazoue, Director of Online Programs at Wayne State University describes one possible innovation:
The next disruptor will likely mark a tipping point: an entirely free online curriculum leading to a degree from an accredited institution. With this new business model, students might still have to pay to certify their credentials, but not for the process leading to their acquisition. If free access to a degree-granting curriculum were to occur, the business model of higher education would dramatically and irreversibly change.
But how universities will benefit by "giving our product away free online" is unclear.
No one's got the model that's going to work yet. I expect all the current ventures to fail, because the expectations are too high. People think something will catch on like wildfire. But more likely, it's maybe a decade later that somebody figures out how to do it and make money.—James Grimmelmann, New York Law School professor
|Initiatives||For profit||Free to access||Certification fee||Institutional credits|
In the freemium business model the basic product – the course content – is given away free. "Charging for content would be a tragedy", said Andrew Ng. But "premium" services such as certification or placement would be charged a fee.
Course developers could charge licensing fees for educational institutions that use its materials. Introductory or "gateway" courses and some remedial courses may earn the most fees. Free introductory courses may attract new students to follow-on fee-charging classes. Blended courses supplement MOOC material with face-to-face instruction. Providers can charge employers for recruiting its students. Students may be able to pay to take a proctored exam to earn transfer credit at a degree-granting university, or for certificates of completion.
Coursera found that students who paid $30 to $90 were substantially more likely to finish the course. The fee was ostensibly for the company's identity-verification program, which confirms that they took and passed a course.
In February 2013 the American Council on Education (ACE) recommended that its members provide transfer credit from a few MOOC courses, though even the universities who deliver the courses had said that they would not. The University of Wisconsin offered multiple, competency-based bachelor's and master's degrees starting Fall 2013, the first public university to do so on a system-wide basis. The university encouraged students to take online-courses such as MOOCs and complete assessment tests at the university to receive credit. As of 2013 few students had applied for college credit for MOOC classes. Colorado State University-Global Campus received no applications in the year after they offered the option.
Academic Partnerships is a company that helps public universities move their courses online. According to its chairman, Randy Best "We started it, frankly, as a campaign to grow enrollment. But 72 to 84 percent of those who did the first course came back and paid to take the second course."
While Coursera takes a larger cut of any revenue generated – but requires no minimum payment – the not-for-profit EdX has a minimum required payment from course providers, but takes a smaller cut of any revenues, tied to the amount of support required for each course.
Challenges and criticisms
The MOOC Guide suggests 5 possible challenges for cMOOCs:
- Relying on user-generated content can create a chaotic learning environment
- Digital literacy is necessary to make use of the online materials
- The time and effort required from participants may exceed what students are willing to commit to a free online course
- Once the course is released, content will be reshaped and reinterpreted by the massive student body, making the course trajectory difficult for instructors to control
- Participants must self-regulate and set their own goals
These general challenges in effective MOOC development are accompanied by criticism by journalists and academics.
Some dispute that the 'territorial' dimensions of MOOCs have received insufficient discussion or data-backed analysis, namely: 1) the true geographical diversity of enrolls in/completes courses; 2) the implications of courses scaling across country borders, and potential difficulties with relevance and knowledge transfer; and 3) the need for territory-specific study of locally relevant issues and needs.
Other features associated with early MOOCs, such as open licensing of content, open structure and learning goals, community-centeredness, etc., may not be present in all MOOC projects.
Effects on the structure of higher education were lamented for example by Moshe Y. Vardi, who finds an "absence of serious pedagogy in MOOCs", and indeed in all of higher education. He criticized the format of "short, unsophisticated video chunks, interleaved with online quizzes, and accompanied by social networking."[clarification needed] An underlying reason is simple cost cutting pressures, which could hamstring the higher education industry.
The changes predicted from MOOCs generated objections in some quarters. The San Jose State University philosophy faculty wrote in an open letter to Harvard University professor and MOOC teacher Michael Sandel:
Should one-size-fits-all vendor-designed blended courses become the norm, we fear two classes of universities will be created: one, well-funded colleges and universities in which privileged students get their own real professor; the other, financially stressed private and public universities in which students watch a bunch of video-taped lectures.
Cary Nelson, former president of the American Association of University Professors claimed that MOOCs are not a reliable means of supplying credentials, stating that "It’s fine to put lectures online, but this plan only degrades degree programs if it plans to substitute for them." Sandra Schroeder, chair of the Higher Education Program and Policy Council for the American Federation of Teachers expressed concern that "These students are not likely to succeed without the structure of a strong and sequenced academic program."
With a 60% majority, the Amherst College faculty rejected the opportunity to work with edX based on a perceived incompatibility with their seminar-style classes and personalized feedback. Some were concerned about issues such as the "information dispensing" teaching model of lectures followed by exams, the use of multiple-choice exams and peer-grading. The Duke University faculty took a similar stance in the spring of 2013. The effect of MOOCs on second- and third-tier institutions and of creating a professorial "star system" were among other concerns.
At least one alternative to MOOCs has advocates: Distributed open collaborative courses (DOCC) challenge the roles of the instructor, hierarchy, money and massiveness. DOCC recognizes that the pursuit of knowledge may be achieved better by not using a centralized singular syllabus, that expertise is distributed throughout all the participants and does not just reside with one or two individuals.
Although the purpose of MOOCs is ultimately to educate more people, recent criticisms include accessibility and a Westernized curriculum that lead to a failure to reach the very audience they were intended to save.
Despite the criticisms, MOOCs like any disruptive technologies are evolving. They are gaining traction among motivated adult learners and in third-world countries where the quality of education is questionable. Cost of present education in the United States is also creating debts for students and their families. The environment is fertile for MOOCs to grow and disrupt education.
- Distance education
- Open educational resources
- Outcome-based education
- Saylor Foundation
- Small private online course
- Bozkurt, A., Akgun-Ozbek, E., Onrat-Yilmazer, S., Erdogdu, E., Ucar, H., Guler, E., Sezgin, S., Karadeniz, A., Sen, N., Goksel-Canbek, N., Dincer, G. D., Ari, S.,& Aydin, C. H. (2015). Trends in Distance Education Research: A Content Analysis of Journals 2009-2013. International Review of Research in Open and Distributed Learning, 16(1),330-363. https://www.academia.edu/11056576/Trends_in_Distance_Education_Research_A_Content_Analysis_of_Journals_2009-2013
- Pappano, Laura. "The Year of the MOOC". The New York Times. Retrieved 18 April 2014.
- Lewin, Tamar (20 February 2013). "Universities Abroad Join Partnerships on the Web". New York Times. Retrieved 6 March 2013.
- Wiley, David. "The MOOC Misnomer". July 2012
- Cheverie, Joan. "MOOCs an Intellectual Property: Ownership and Use Rights". Retrieved 18 April 2013.
- David F Carr (20 August 2013). "Udacity hedges on open licensing for MOOCs". Information Week. Retrieved 21 August 2013.
- Saettler, L. Paul (1968). A History of Instructional Technology. New York: McGraw Hill. ISBN 0070544107.
- Downes, Stephen (2008). "CCK08 - The Distributed Course". The MOOC Guide. Retrieved 11 September 2013.
- Yuan, Li; Powell, Stephen; Olivier, Bill (2014). "Beyond MOOCs: Sustainable Online Learning in Institutions". Cetis publications. Retrieved 31 January 2014.
- Parr, Chris (17 October 2013). "Mooc creators criticise courses’ lack of creativity". Times Higher Education. Retrieved 22 October 2013.
- Dave Cormier (18 April 2013). [Video on YouTube Attention les MOOC!?! Mois de la pédagogie universitaire]. University of Prince Edward Island.
- Cormier, Dave (2 October 2008). "The CCK08 MOOC – Connectivism course, 1/4 way". Dave's Educational Blog. Retrieved 10 September 2013.
- Kolowich, Steve (April 24, 2012). "Proto-MOOC Stays the Course". Inside Higher Ed. Retrieved 29 April 2015.
- Masters, Ken (2011). "A brief guide to understanding MOOCs". The Internet Journal of Medical Education 1 (Num. 2).
- The College of St. Scholastica, "Massive Open Online Courses", (2012)
- Yuan, Li, and Stephen Powell. MOOCs and Open Education: Implications for Higher Education White Paper. University of Bolton: CETIS, 2013. pp. 7–8.
- "What You Need to Know About MOOCs". Chronicle of Higher Education. Retrieved 14 March 2013.
- "Open Education for a global economy".
- Carey, Kevin (2012-05-20). "Revenge of the Underpaid Professors". The Chronicle of Higher Education. Retrieved 2013-10-13.
- Booker, Ellis (30 January 2013). "Early MOOC Takes A Different Path". Information Week. Retrieved 25 July 2013.
- Bornstein, David (11 July 2012). "Open Education For A Global Economy". New York Times. Retrieved 25 July 2013.
- Emmons, Gary. "Education Innovation — 5 Bright Ideas". Harvard Business School Alumni Bulletin. Harvard Business School. Retrieved 25 July 2013.
- Goldmark, Peter (22 June 2012). "A Website That Lifts People Up". Newsday. Retrieved 25 July 2013.
- Holden, Louise (21 March 2012). "Special Report — Ashoka 'Change Nation'". Irish Times.
- "MOOCs and Open Education Timeline (updated 2015)".
- "Partnership Model for Entrepreneurial Innovation in Open Online Learning".
- Siemens, George. "MOOCs are really a platform". Elearnspace. Retrieved 2012-12-09.
- Downes, Stephen "'Connectivism' and Connective Knowledge", Huffpost Education, 5 January 2011, accessed 27 July 2011
- Kop, Rita "The challenges to connectivist learning on open online networks: Learning experiences during a massive open online course", International Review of Research in Open and Distance Learning, Volume 12, Number 3, 2011, accessed 22 November 2011
- Bell, Frances "Connectivism: Its Place in Theory-Informed Research and Innovation in Technology-Enabled Learning", International Review of Research in Open and Distance Learning, Volume 12, Number 3, 2011, accessed 31 July 2011
- Downes, Stephen. "Learning networks and connective knowledge", Instructional Technology Forum, 2006, accessed 31 July 2011
- [Video on YouTube "George Siemens on Massive Open Online Courses (MOOCs)"]. YouTube. Retrieved 2012-09-18.
- Dialogue and Connectivism: A New Approach to Understanding and Promoting Dialogue-Rich Networked Learning  Andrew Ravenscroft International Review of Research in Open and Distance Learning Vol. 12.3 March – 2011, Learning Technology Research Institute (LTRI), London Metropolitan University, UK
- S.F. John Mak, R. Williams, and J. Mackness, Blogs and Forums as Communication and Learning Tools in a MOOC, Proceedings of the 7th International Conference on Networked Learning (2010)
- Smith, Lindsey "5 education providers offering MOOCs now or in the future". 31 July 2012.
- Yang, Dennis (14 March 2013). "Are We MOOC'd Out?". Huffington Post. Retrieved 5 April 2013.
- [Video on YouTube "SXSWedu 2013 - MOOCS: Hype or Hope?"]. SXSWedu.
- Yang, Dennis. "Are We MOOC'd Out?". Huffington Post.
- Tamar Lewin (20 February 2013). "Universities Abroad Join Partnerships on the Web". The New York Times. Retrieved 21 February 2013.
- Laura Pappano. The Year of the MOOC – The New York Times. 2 November 2012
- Skapinker, Michael (20 March 2013). "Open web courses are massively overhyped". Financial Times. Retrieved 5 April 2013.
- See "The MOOC Hype Fades Chronicle of Higher Education. Retrieved March 6, 2015."
- "Major Players in the MOOC Universe". chronicle.com. 29 April 2013. Retrieved 29 April 2013.
- Richard Pérez-Peña (17 July 2012). "Top universities test the online appeal of free". The New York Times. Retrieved 18 July 2012.
- Kow, Petrina. "Speak To Influence: Perform Powerfully at Work". http://twofold.asia. Retrieved 2 May 2015.
- "Georgia Tech, Udacity Shock Higher Ed With $7,000 Degree". Forbes. 2012-04-18. Retrieved 2013-05-30.
- "MITx on edX (MOOCs)". MIT Office of Digital Learning. Retrieved 2 May 2015.
- "Announces Partnership with Google to Expand Open Source Platform". edX. 2013-09-10. Retrieved 2013-10-13.
- "A deeper partnership with XuetangX to increase quality education for Chinese students". edX.
- "edX Takes First Step toward Open Source Vision by Releasing XBlock SDK". www.edx.org. edX. Retrieved 6 April 2013.
- Young, Jeffrey R. (5 April 2013). "Stanford U. and edX Will Jointly Build Open-Source Software to Deliver MOOCs". Chronicle of Higher Education. Retrieved 3 April 2013.
- "What is Coursera's Stack?". http://www.quora.com. Qoura. Retrieved 8 April 2013.
- Waldrop, M. Mitchell; Nature magazine (13 March 2013). "Massive Open Online Courses, aka MOOCs, Transform Higher Education and Science". Scientific American. Retrieved 28 April 2013.
- Tuesday, 12 March 2013 (2013-03-12). "MeeGo To MOOCs, Ex-Nokians Launch Eliademy To Put Education In The Cloud". TechCrunch. Retrieved 2013-10-13.
- Sotiris says: (2013-08-02). "Another Look at Eliademy, a cloud-based alternative to Moodle | Moodle News". Moodlenews.com. Retrieved 2013-10-13.
- "Hasso-Plattner-Institut bietet kostenlose Informatikkurse im Netz an". Zeit Online. July 31, 2012. Retrieved 17 March 2015.
- "MOOC hilft bei Management komplexer Softwareentwicklungs-Projekte" (PDF). Hasso Plattner Institute. 13 March 2015. Retrieved 17 March 2015.
- Claire Shaw (2012-12-20). "FutureLearn is UK's chance to 'fight back', says OU vice-chancellor | Higher Education Network | Guardian Professional". Guardian. Retrieved 2013-05-30.
- Tuesday, 19 February 2013 (2013-02-19). "U.K. MOOCs Alliance, Futurelearn, Adds Five More Universities And The British Library — Now Backed By 18 Partners". TechCrunch. Retrieved 2013-05-30.
- Bernhardt, Ingo. "http://theconversation.com/openlearning-launches-into-competitive-moocs-market-10155". The Conversation. Retrieved 3 December 2013.
- "PR Newswire UK: Australia sets the scene for free online education - MELBOURNE, Australia, 20 March 2013 /PRNewswire/". Australia: Prnewswire.co.uk. Retrieved 2013-05-30.
- "The Aussie Coursera? A new homegrown MOOC platform arrives". Theconversation.com. Retrieved 2013-05-30.
- Sara Grossman (5 July 2013). "American MOOC Providers Face International Competition". The Chronicle of Higher Education. Retrieved 8 July 2013.
- TED talks:
Shimon Schocken on YouTube
Daphne Koller at TED
Peter Norvig at TED
Salman Khan at TED
accessed 6 March 2013.
- Steve Kolowich (21 February 2013). "Competing MOOC Providers Expand into New Territory—and Each Other's" (BLOG BY EXPERT JOURNALIST). The Chronicle of Higher Education. Retrieved 21 February 2013.
- Fowler, Geoffrey A. (2013-10-08). "An early report card on MOOCs". Wall Street Journal. Retrieved 2013-10-14.
- Horacio Reyes. "History of a revolution in e-learning". Revista Educacion Virtual. Retrieved 10 August 2012.
- Burlingame, Russ. "Teaching Gender Through Comics With Christina Blanch, Part 1". Comic Book.
- Armitage, Hugh. "Christina Blanch (Gender Through Comic Books) on teaching with comics". Digital Spy.
- Vihavainen, A.; Luukkainen, M.; Kurhila, J. (2012). "Multi-faceted support for MOOC in programming". Proceedings of the 13th annual conference on Information technology education - SIGITE '12. p. 171. doi:10.1145/2380552.2380603. ISBN 9781450314640.
- "MOOC dot Fi - Massive Open Online Courses". http://mooc.fi.
- Kurhila, Jaakko. "Experiences from running a programming MOOC in Finland". http://www.aalto.fi/en/current/events/digi_breakfast_on-e-learning_and_moocs/. Retrieved 27 August 2014.
- "Universidad Galileo". Galileo.edu. Retrieved 2013-10-13.
- "Desarrollando Aplicaciones para iPhone y iPad | FISICC". Galileo.edu. Retrieved 2013-10-13.
- "LRN Home". Dotlrn.org. Retrieved 2013-10-13.
- "Thousands attracted by massive online course for physical therapists". World Confederation for Physical Therapy. Retrieved 2 May 2015.
- Zafrin Nurmohamed, Nabeel Gillani, and Michael Lenox (2013-07-04). "A New Use for MOOCs: Real-World Problem Solving". Harvard Business Review blog. Retrieved 2013-07-08.
- Amit Jain (2013-04-25). "Connect with students to "MOOC-source" your data". GuideStar Trust blog. Retrieved 2013-07-08.
- New, Jake (8 May 2013). "Partnership Gives Students Access to a High-Price Text on a MOOC Budget". Chronicle of Higher Education. Retrieved 14 May 2013.
- "Skynet University".
- [Introduction to Astronomy's channel on YouTube "Skynet University on YouTube"].
- [Massive open online course on Facebook "Skynet on Facebook"].
- [Massive open online course on Twitter "Skynet on Twitter"].
- "MOOC Completion Rates". katyjordan.com. Retrieved 2014-03-19.
- "Online education: Targeted MOOC captivates students". Nature Journal. Retrieved 2014-03-19.
- "Educação de qualidade ao alcance de todos". Veduca. 2013-08-11. Retrieved 2013-10-13.
- Latin America's First MOOC (17 June 2013). https://www.edsurge.com/n/2013-06-17-latin-america-s-first-mooc (Retrieved 2 July 2013).
- "Primeiro curso superior virtual da América Latina já soma 10 mil inscritos". noticias.terra.com.br. Retrieved 2 May 2015.
- "Wedubox first massive online platform in Latam and MassChallenge". MassChallenge. 2013-08-11. Retrieved 2013-10-13.
- "Georgia Tech, Udacity Shock Higher Ed With $7,000 Degree". Forbes. Retrieved 15 May 2013.
- "Proving Grounds for a New Model for Higher Education". Huffington Post. Retrieved 29 September 2014.
- "The $7,000 Computer Science Degree — and the Future of Higher Education". Time. Retrieved 21 May 2013.
- "From market stall to University partnership – Marks & Spencer's long association with Leeds". Russell group.
- "UCT's first MOOC: Medicine and the arts". University of Cape Town. 2015-01-21. Retrieved 2015-03-20.
- Steve Kolowich (2012-06-11). "Experts speculate on possible business models for MOOC providers". Inside Higher Ed. Retrieved 2013-10-04.
- See, e.g. the first 3 minutes of the video [Massive open online course at TED "Daphne Koller: What we're learning from online education"]. TED. June 2012. Retrieved 23 April 2013.
- Sharma, Yojana (22 April 2013). "Hong Kong MOOC Draws Students from Around the World". Chronicle of Higher Education. Retrieved 23 April 2013. reprinted from University World News
- Steve Kolowich, "In Deals With 10 Public Universities, Coursera Bids for Role in Credit Courses", Chronicle of Higher Education 30 May 2013
- MacKay, R.F. (11 April 2013). "Learning analytics at Stanford takes huge leap forward with MOOCs". Stanford Report. Stanford University. Retrieved 22 April 2013.
- René F. Kizilcec; Chris Piech; Emily Schneider. "Deconstructing Disengagement: Analyzing Learner Subpopulations in Massive Open Online Courses" (PDF). LAK conference presentation. Retrieved 22 April 2013.
- Bombardieri, Marcella (14 April 2013). "Can you MOOC your way through college in one year?". Boston Globe. Retrieved 23 April 2013.
- Kolowich, Steven (26 March 2013). "The Professors Who Make the MOOCs". Chronicle of Higher Education. Retrieved 26 March 2013.
- "Additional Results From The Chronicle's Survey". Chronicle of Higher Education. 26 March 2013. Retrieved 26 March 2013.
- Head, Karen (3 April 2013). "Sweating the Details of a MOOC in Progress". Chronicle of Higher Education. Retrieved 6 April 2013.
- Catropa, Dayna (24 February 2013). "Big (MOOC) Data". Inside Higher Ed. Retrieved 27 March 2013.
- Jordan, Katy. "MOOC Completion Rates: The Data". Retrieved 23 April 2013.
- "MOOCs on the Move: How Coursera Is Disrupting the Traditional Classroom" (TEXT AND VIDEO). Knowledge @ Wharton. University of Pennsylvania. 7 November 2012. Retrieved 23 April 2013.
- Kolowich, Steve (8 April 2013). "Coursera Takes a Nuanced View of MOOC Dropout Rates". The Chronicle of Higher Education. Retrieved 19 April 2013.
- "MOOC Interrupted: Top 10 Reasons Our Readers Didn’t Finish a Massive Open Online Course". Open Culture. Retrieved 21 April 2013.
- P. Adamopoulos, "What Makes a Great MOOC? An Interdisciplinary Analysis of Student Retention in Online Courses", ICIS 2013 Proceedings (2013) pp. 1–21 in AIS Electronic Library (AISeL)
- Mackness, Jenny, Mak, Sui Fai John, and Williams, Roy "The Ideals and Reality of Participating in a MOOC", Proceedings of the 7th International Conference on Networked Learning 2010
- Kop, Rita, and Fournier, Helene "New Dimensions to Self-Directed Learning in an Open Networked Learning Environment"[dead link], International Journal of Self-Directed Learning, Volume 7, Number 2, Fall 2010
- MOOCs - A Review of the State-of-the-Art. CSEDU International Conference on Computer Supported Education 2014. Barcelona, Spain: Yousef, A. M. F., Chatti, M. A., Schroeder, U., Wosnitza, M., Jakobs, H. April 2014. pp. 9–20. Retrieved 30 April 2015.
- Alraimi, Khaled M.; Zo, Hangjung; Ciganek, Andrew P. (January 2015). "Understanding the MOOCs continuance: The role of openness and reputation". Computers & Education 80: 28–38. doi:10.1016/j.compedu.2014.08.006.
- [Video on YouTube "10 Steps to Developing an Online Course: Walter Sinnott-Armstrong"]. Duke University. Retrieved 20 March 2013.
- "Designing, developing and running (Massive) Online Courses by George Siemens". Athabasca University. 12 September 2012. Retrieved 26 March 2013.
- Shirky, Clay (8 July 2013). "MOOCs and Economic Reality". The Chronicle of Higher Education. Retrieved 8 July 2013.
- "Librarians and the Era of the MOOC". Nature.com. 9 May 2013. Retrieved 11 May 2013.
- Young, Jeffrey R. (27 January 2013). "The Object Formerly Known as the Textbook". Chronicle of Higher Education. Retrieved 14 March 2013.
- Holmes, Lindsay. "An Early Report Card on Massive Open Online Courses". The Wall Street Journal. Retrieved 3 May 2015.
- Degree of Freedom – an adventure in online learning, MOOC Components – Assessment, 22 March 2013.
- Rivard, Ry (19 April 2013). "EdX Rejected". Inside Higher Education. Retrieved 22 April 2013.
- Carson, Steve. "What we talk about when we talk about automated assessment" 23 July 2012
- Downes, Stephen (9 April 2013). "What the 'x' in 'xMOOC' stands for". Retrieved 17 May 2014.
- Eisenberg, Anne (2 March 2013). "Keeping an Eye on Online Test-Takers". New York Times. Retrieved 19 April 2013.
- Wong, Michael (28 March 2013). "Online Peer Assessment in MOOCs: Students Learning from Students". Centre for Teaching, Learning and Technology Newsletter. University of British Columbia. Retrieved 20 April 2013.
- Richard Perez-Pena (25 March 2013). "Harvard Asks Graduates to Donate Time to Free Online Humanities Class By RICHARD PÉREZ-PEÑA Published:". The New York Times. Retrieved 26 March 2013.
- Jacobs, A.J. (21 April 2013). "Two Cheers for Web U!". New York Times, Sunday Review. Retrieved 23 April 2013.
- "Making the most of MOOCs: the ins and outs of e-learning" (RADIO INTERVIEW AND CALL-IN). Talk of the Nation. National Public Radio. 23 April 2013. Retrieved 23 April 2013.
- Barber, Michael; Katelyn Donnelly, Saad Rizvi. Forward by Lawrence Summers (March 2013). An Avalanche is Coming; Higher Education and the Revolution Ahead (PDF). London: Institute for Public Policy Research. p. 71. Retrieved 14 March 2013.
- Parr, Chris (14 March 2013). "Fund ‘pick-and-mix’ MOOC generation, ex-wonk advises". Times Higher Education (London). Retrieved 14 March 2013.
- Watters, Audrey (5 September 2012). "Unbundling and Unmooring: Technology and the Higher Ed Tsunami". Educause Review. Retrieved 14 March 2013.
- Carey, Kevin (3 September 2012). "Into the Future With MOOC's". Chronicle of Higher Education. Retrieved 20 March 2013.
- Harden, Nathan (January 2013). "The End of the University as We Know It". The American Interest. Retrieved 26 March 2013.
- Zhu, Alex (6 September 2012). "Massive Open Online Courses – A Threat Or Opportunity To Universities?". Forbes. Retrieved 14 March 2013.
- Shirky, Clay (17 December 2012). "Higher education: our MP3 is the mooc". The Guardian. Retrieved 14 March 2013.
- "Remarks by the President on College Affordability -- Buffalo, NY". The White House. Retrieved 22 August 2013.
- Mazoue, James G. (28 January 2013). "The MOOC Model: Challenging Traditional Education". EDUCAUSE Review Online. Retrieved 26 March 2013.
- Lewin, Tamar (6 January 2013). "Students Rush to Web Classes, but Profits May Be Much Later". New York Times. Retrieved 6 March 2013.
- Iiyoshi, Toru; Kumar, M. S. Vijay (2008). Opening Up Education: The Collective Advancement of Education through Open Technology, Open Content, and Open Knowledge. MIT Press. ISBN 0262033712.
- Yuan, Li, and Stephen Powell. MOOCs and Open Education: Implications for Higher Education White Paper. University of Bolton: CETIS, 2013. http://publications.cetis.ac.uk/2013/667.
- "Edukart Raises $500K To Bring Better Online Education To India And The Developing World". TechCrunch. 2013-05-30. Retrieved 2013-09-16.
- Jubin Mehta (2013-02-13). "Online education startup EduKart opens 25 franchisees to accelerate growth". Your Story. Retrieved 2013-09-16.
- Yuan, Li, and Stephen Powell. MOOCs and Open Education: Implications for Higher Education White Paper. University of Bolton: CETIS, 2013.http://publications.cetis.ac.uk/2013/667, p.10
- Korn, Melissa (7 February 2013). "Big MOOC Coursera Moves Closer to Academic Acceptance". Wall Street Journal. Retrieved 8 March 2013.
- Kolowich, Steve (8 July 2013). "A University's Offer of Credit for a MOOC Gets No Takers". Chronicle of Higher Education. Retrieved 25 July 2013. Udacity, which is offering an online master's degree in computer science in partnership with Georgia Tech, reported in October 2013 that applications for the term starting in January 2014 were more than double the number of applications that Georgia Tech receives for its traditional program. Belkin, douglas (30 October 2013). "First-of-Its-Kind Online Master’s Draws Wave of Applicants". Retrieved 31 October 2013.
- Tamar Lewin. Public Universities to Offer Free Online Classes for Credit. 23 January 2013
- Kolowich, Steve (2013-02-21). "How EdX Plans to Earn, and Share, Revenue From Free Online Courses - Technology - The Chronicle of Higher Education". Chronicle.com. Retrieved 2013-05-30.
- "Benefits and Challenges of a MOOC". MoocGuide. 7 Jul 2011. Retrieved 4 February 2013.
- Olds, Kris (3 December 2012). "On the territorial dimensions of MOOCs". Inside Higher Ed. Retrieved 4 February 2013.
- Vardi, Moshe Y. (November 2012). "Will MOOCs destroy academia?". Communications of the ACM 55 (11): 5. doi:10.1145/2366316.2366317. Retrieved 23 April 2013.
- "San Jose State to Michael Sandel: Keep your MOOC off our campus". Boston Globe. 3 May 2013. Retrieved 7 May 2013.
- Basu, Kaustuv (2012-05-23). "Faculty groups consider how to respond to MOOCs". Inside Higher Ed. Retrieved 2013-10-13.
- Scott Jaschik, "Feminist Anti-MOOC", Inside Higher Ed, 19 August 2013).
- Gais, Hannah (July 17, 2014). "Is the developing world ‘MOOC’d out’?". Al Jazeera. Retrieved 19 July 2014.
- Report and literature review from UK Government Department for Business Innovation and Skills (BIS) "The maturing of the MOOC: literature review of massive open online courses & other forms of online distance learning" https://www.gov.uk/government/publications/massive-open-online-courses-and-online-distance-learning-review
- "Babson Survey Research Group: National reports on growth of online learning in US Higher Education"
- Daniel, John (2012) Making sense of MOOCs: musings in a maze of myth, paradox and possibility, Research paper presented as a fellow of the Korea National Open University, retrieved 13 October 2012 from http://sirjohn.ca/wordpress/wp-content/uploads/2012/08/120925MOOCspaper2.pdf
- UNLOCKING the GATES: How and Why Leading Universities Are Opening Up Access To Their Courses; Taylor Walsh, Princeton University Press, 2011. ISBN 978-0-691-14874-8
- Educause MOOC library of resources