Tag: education Page 2 of 3

On peer-review

My colleague Amy Collier wrote a thoughtful and reflective post on peer-review. Peer review has been a topic of conversation at a number of other spaces recently, including the Chronicle of Higher Education advice columns and Inside Higher Ed.

One of the most thoughtful writings on the topic that I have read is a conversational series of articles initiated by Kevin Kumashiro, called Thinking Collaboratively about the Peer-Review Process for Journal- Article Publication and published with Harvard Educational Review. This is an excellent piece of writing and even though it was published in 2005 it is as relevant today as it ever was. For example, here’s a sample from one of my favorite authors, William Pinar, that appears in this paper:

For professors of education, working pedagogically should structure all that we do, not just what happens in our classrooms or in our offices. Working pedagogically should structure our research as we labor to teach our students and our colleagues what we have understood from study and inquiry. It must also structure our professional relations with each other, especially during those moments of anonymity when we are called upon to critique research and inquiry that is under consideration for publication in our field’s scholarly journals. When we are anonymous, we are called upon to perform that pedagogy of care and concern to which we claim to be committed. The ethical conduct of our professional practice demands no less.

Peer-review will continue to receive attention and interest, as higher education is facing formidable technological and socio-cultural pressures. We wrote about this issue in the past in one of our papers (p. 770-771), and I am going to quote it at length here because of its relevance: 

“Peer review is the first example of how seemingly non-negotiable scholarly artifacts are currently being questioned: while peer review is an indispensable tool intended to evaluate scholarly contributions, empirical evidence questions the value and contributions of peer review (Cole, Cole, & Simon,1981; Rothwell & Martyn, 2000), while its historical roots suggest that it has served functions other than quality control (Fitzpatrick, 2011). On the one hand, Neylon and Wu (2009, p. 1) eloquently point out that “the intentions of traditional peer review are certainly noble: to ensure methodological integrity and to comment on potential significance of experimental studies through examination by a panel of objective, expert colleagues”, while Scardamalia and Bereiter (2008, p. 9) recognize that “like democracy, it [peer-review] is recognized to have many faults but is judged to be better than the alternatives”. Yet, peer review’s harshest critics consider it an anathema. Casadevall and Fang (2009) for instance, question whether peer review is in fact a subtle cousin of censorship that relies heavily upon linguistic negotiation or grammatical “courtship rituals” to determine value, instead of scientific validity or value to the field, while Boshier (2009) argues that the current, widespread acceptance of peer review as a valid litmus test for scholarly value is a “faith-” rather than “science-based” approach to scholarship, citing studies in which peer review was found to fail in identifying shoddy work and to succeed in censoring originality… The challenge for scholarly practice is to devise review frameworks that are not just better than the status quo, but systems that take into consideration the cultural norms of scholarly activity, for if they don’t, they might be doomed from their inception. A recent experiment with public peer review online at Nature, for example, revealed that scholars exhibited minimal interest in online commenting and informal discussions with findings suggesting that scholars “are too busy, and lack sufficient career incentive, to venture onto a venue such as Nature’s website and post public, critical assessments of their peers’ work” (Nature, 2006, { 9). Shakespeare Quarterly, a peer-reviewed scholarly journal founded in 1950 conducted a similar experiment in 2010 (Rowe, 2010). While the trial elicited more interest than the one in Nature with more than 40 individuals contributing who, along with the authors, posted more than 300 comments, the experiment further illuminated the fact that tenure considerations impact scholarly contributions. Cohen (2010) reported that “the first question that Alan Galey, a junior faculty member at the University of Toronto, asked when deciding to participate in The Shakespeare Quarterly’s experiment was whether his essay would ultimately count toward tenure”. Considering the reevaluation of such an entrenched and centripetal structure of scholarly practice as peer review, along with calls for recognizing the value of diverse scholarly activities (Pellino et al., 1984), such as faculty engagement in K–12 education (Foster et al., 2010), we find that the internal values of the scholarly community are shifting in a direction that may be completely incompatible with some of the seemingly non-negotiable elements of 20th century scholarship.”

MOOCs, automation, artificial intelligence seminar

I will be visiting my colleagues at the University of Edinburgh in mid-June to give a seminar on MOOCs, automation, artificial intelligence and pedagogical agents. This is a free event organized by the Moray House School of Education at the U of Edinburgh and supported by the Digital Cultures and Education research group and DigitalHSS. Please feel free to join us face-to-face or online (Date: 18 June 2014; Time: 1-3pm) by registering here.

This seminar will bring together some of my current and past research. A lot of my work in the past examined learners’ experiences with conversational and (semi)intelligent agents. In that research, we discovered that the experience of interacting with intelligent technologies was engrossing (pdf). Yet, learners often verbally abused the pedagogical agents (pdf). We also discovered that appearance (pdf) may be a significant mediating factor in learning. Importanly, this research indicated that “learners both humanized the agents and expected them to abide by social norms, but also identified the agents as programmed tools, resisting and rejecting their lifelike behaviors.”

A lot of my current work examines experiences with open online courses and online social networks, but what exactly does pedagogical agents and MOOCs have to do with each other? Ideas associated with Artificial Intelligence are present in both the emergence of xMOOCs (EdX, Udacity, and Coursera emanated from AI labs) and certain practices associated with them – e.g., see Balfour (2013) on automated essay scoring. Audrey Watters highlighted these issues in the past. While I haven’t yet seen discussions on the integration of lifelike characters and pedagogical agents in MOOCs, the use of lifelike robots for education and the role of the faculty member in MOOCs are areas of  debate and investigation in both the popular press and the scholarly literature.  The quest to automate instruction has a long history, and lives within the sociocultural context of particular time periods. For example, the Second World War found US soldiers and cilvilians unprepared for the war effort, and audiovisual devices were extensively used to efficiently train individuals at a massive scale. Nowadays, similar efforts at achieving scale and efficiencies reflect problems, issues, and cultural beliefs of our time.

I’m working on my presentation, but if you have any questions or thoughts to share, I’d love to hear them!

 

Networked Scholars open course

NetworkedImage courtesy of NetWork

In the Fall, I will be teaching an open course entitled Networked Scholars. We are having our first design meeting this week, and in preparation for that, I have written up a course description (see below). The course is my response to the fact that Research Methods courses in the social sciences rarely examine scholarly practices in the digital age. Digital, networked, and open scholarship are topics that students and academics discover and examine on their own. These topics are too important to ignore. I believe that we should be teaching them in research methods courses. I am creating this course to help introduce individuals to these topics and to create an open online resource to help those who want to integrate these topics into their research methods courses. If you are interested in integrating aspects of this course with your (on campus or online) research methods course, I’d love to talk to you!

Course Description

In this course, we will examine the tools and practices associated with networked, open, and digital scholarship. In particular we will investigate the emergent practice of scholars’ use of social media and online social networks for sharing, critiquing, improving, furthering, and reflecting upon their scholarship. Recent reports indicate that social media are at an early stage of adoption in academia, even though mindful participation in digital spaces is a significant skill for today’s academic and knowledge worker.

Participants will study scholarly presence online. They will examine how particular tools and practices may enhance the impact and reach of scholarship, and will explore the challenges and tensions associated with emerging forms of scholarship. By gaining an understanding of modern forms of scholarship, participants will be better equipped to use digital technologies and networked practices in their own work.

This course will be of immediate relevance to doctoral students, academics, and knowledge workers. Faculty members who teach research methods courses and faculty development professionals may also find this course valuable.

August 20, 2014 update

The course will run on the Canvas network (and concurrently on social media via the #scholar14 hashtag). The course registration page is live.

June 4, 2014 update

Course hashtag: #scholar14

If you’d like to be informed about the start of course or if you’d like to give feedback on the content and design of the course, please fill in the short survey below (also found here).

SXSWedu 2014 events

I’ll be at SXSWedu 2014, and I’m hoping that the event has matured a bit since last year’s “learning outcomes come second” suggestion. Austin is probably the best US city to host this event as the city itself is undergoing massive change.

I’ll be on two panels this year, and I’m really excited to participate in both. The first panel is one organized with my colleagues Tanya Joosten, Amy Collier, and Audrey Watters:

Startups Should Talk with Researchers and Educators
George Veletsianos (Royal Roads University)
Amy Collier (Stanford University)
Audrey Watters (Hack Education)
Tanya Joosten (University of Wisconsin – Milwaukee)

Educational technology startups seem to ignore the knowledge that educators and researchers have amassed that can help startups succeed. Last year’s SXSWedu event felt more like a vendor gathering than a space for “meaningful conversation.” If we want to change how we do education, these groups must converse. In this panel, we will discuss how educators/researchers can help startups improve products and answer questions pertaining to education research, how people learn, and classroom practice.

The second panel is a meetup organized by Coursetalk:

Karen Francis, Chairman and CEO of AcademixDirect, parent company to CourseTalk
Dr. Anant Agarwal, President, edX
Jason Palmer, Deputy Director, Bill and Melinda Gates Foundation
Dr. George Veletsianos, Canada Research Chair/Associate Professor, Royal Roads University
Stephanie Banchero, National Education Writer, The Wall Street Journal
Jane Swift, CEO, Middlebury Interactive Languages
Education, Training, and Professional Development technology innovations have disrupted the way we learn across the globe. Some are calling online education and MOOCs the pathway to solve the skills and knowledge gaps of today’s global workforce. Others are predicting these technology innovations are the road map to an influx of loss of jobs as more things become automated. Many are collaborating and developing models to improve student outcomes and to connect students with the resources needed to grow and succeed in a global and competitive job market.

On Noam Chomsky and technology’s neutrality

In a recent interview, Noam Chomsky commented on the relationship between technology and education and one of his thoughts was the following:

As far as technology itself and education is concerned, technology is basically neutral. It’s like a hammer. The hammer doesn’t care whether you use it to build a house or whether on torture, using it to crush somebody’s skull, the hammer can do either.

Hammer – CC Photo by Birmingham Museum and Arts Gallery

I admire Noam Chomsky and his brilliance. I agree with this perspective, but this perspective does not paint the whole picture of what happens when we use technology in education. I’d like to unpack this just a little bit because there is a more accurate picture of technology use in education available to us. The broader picture I describe below helps us understand how technologies are used, why they succeed/fail, and how we can design better learning environments. From my observations of technology use in education, my research, my colleagues’ research, and my reading of the field’s research, here’s what I understand:

  • Technologies can be as neutral as described above. For example, Twitter can be used as a broadcasting medium, a conversational medium, or even a 1-1 support tool. YouTube can replace the VCR used in class. Or, it can bring together people from different locations to discuss topics of common interest. In this sense, technologies are neutral in that they can serve various needs and can be used in different ways.
  • Technologies themselves are rarely neutral. How can that be, you ask, when the bullet point above stated the opposite? Technology is not created in a vacuum. When technology is created, it is built with the developers’ worldviews, values, beliefs, and assumptions embedded into the technology and revealed through the activities supported and encouraged when individuals use the technology. For example, social networking sites (SNS) structure relationships in specific ways (e.g., followers, friends) and perceive privacy in different ways. Technologies hold particular views of the world, and in this way, they are not neutral. This is true for technologies that we repurpose for educational means (e.g., Twitter, YouTube, Ning, Elgg, Facebook, Flickr, and so on) as well as for technologies created specifically for educational purposes. For example, Learning Management Systems (LMS) espouse certain beliefs about the educational process and their default settings and suggestions may shape how they are used. Whn introduced in educational settings, said technologies tend to introduce tensions and conundrums (e.g., The way the LMS or SNS structured instructor-learner relationships vs. the way faculty envisioned instructor-learner relationships may be in conflict, leading to low uptake, rejection of the tool, etc).
  • Technologies can be put to different uses, but not all uses are productive or effective. A hammer doesn’t care whether you use it to “build a house… or crush somebody’s skull,” but it will do a poor job if you try to use it in lieu of a screwdriver. The problem arises when entrepreneurs, designers, instructors, etc treating the hammer as a tool that can help them address all needs. A recent example of this is Udacity treating its product as a solution in search of a problem.

The ways that technology is used on the ground are complex and negotiated. In preparing instructors to use technology in education and designers to envision ways that technology can support/enhance education, we need to expose them to skills and mindsets that allow them to use tools in creative and inspirational ways. We also need to help them understand the assumptions and beliefs that technologies espouse and remain cognizant of the pressures and tensions that these may introduce.

 

* References pertaining to technology being not-neutral:

Whitworth, A., & Benson, A. (2010). Learning, Design, and Emergence: Two case studies of Moodle in distance education. In G. Veletsianos (Ed.), Emerging Technologies in Distance Education (pp. 195-213). Edmonton, AB: Athabasca University Press.

Hall, R. (2011). Revealing the transformatory moment of learning technology: the place of critical social theory. Research in Learning Technology, 19(3), 273-284.

Lane, L. (2009). Insidious pedagogy: How course management systems impact teaching. First Monday, 14(10).

Crook, C. (2012). The “ digital native ” in context: tensions associated with importing Web 2.0 practices into the school setting. Oxford Review of Education, 38(1), 63-80.

Using an instructional design perspective to analyze MOOC materials

A facebook conversation from yesterday encouraged me to share one of the assignments that I developed for my instructional design course. The goal of the class is for the students to understand, experience, and apply instructional design in a variety of educational contexts.

One of the assignments I developed for asked students to enroll in a Massive Open Online Course (MOOC) and analyze the instructional materials within the course using one of the rubrics provided by Dick and Carey (the instructional design book we use in class). It was a lot of fun and the students appreciated the exercise. Given the lack of presence and voice by instructional designers in MOOC happenings, the lack of valid, reliable, and serious research that exists on the topic (though Rita Kop’s work on cMOOCs is admirable), and my desire to engage students in contemporary events, I came up with this assignment to embed MOOC analysis in my course. The assignment is available for download on https://dl.dropbox.com/u/2533962/instr-materials-veletsianos.doc and posted below for those who just want to skim it without downloading it. Enjoy and feel free to use it:

Instructional Material analysis assignment

Individually, you will examine and report on the instructional materials of one popular digital learning initiative. An analysis matrix will be provided to you, and you will use that to matrix to evaluate these initiatives.

Length: Minimum 500 words.

Criteria Levels of Attainment Points
Written analysis (evaluation)
  • Evaluation adheres to the matrix, is thoughtful, and presents evidence of original thought
  • Evaluation does not adhere to the matrix or is superficial on various levels
87-0
Rubric completion
  • Learner completes and submits the rubric for evaluating instructional materials (p. 250-251) for his/her selected initiative.
2

 

This task requires a few hours of research before you can actually complete it. Even though this is an individual task, if you would like to discuss the assignment with any of your colleagues, please feel free to do so.

Mechanics

First read the chapter and the rest of the materials for this week. Without reading those, I can assure you that your understanding of the issues presented will be superficial.

Second, examine the rubric provided by Dick & Carey for evaluating instructional materials (p. 250-251 – see below for the rubric). You will be completing this rubric for a digital environment, and it’s a good idea to understand what it encompasses before you proceed.

Third, select one course provided on one of the following platforms to examine:

  • A course on Coursera (select a course that is occurring right now or has been completed. DO NOT select a course that has not started yet): https://www.coursera.org/courses
  • A course on EdX (select a course that is occurring right now. DO NOT select a course that has not started yet): https://www.edx.org/courses

You can also choose to examine DS106: http://ds106.us/ I am including DS106 on its own because it is a course as opposed to the above (Coursera, EdX, and Udemy) which are platforms. If you pick any of these three (Coursera, EdX, or Udemy), then you should also pick a course (e.g., Within Coursera a possible course is https://www.coursera.org/course/friendsmoneybytes).

Assignment

Once you have made your selection, it’s time to research your course. Spend time looking around, examining and evaluating the instructional materials provided. You will use the rubric to keep track of the criteria that need to be assessed, and then using this rubric you will write a report assessing the instructional material for the course.

You should start your report by stating the course and its provider. A link would also be helpful. For example, using the example above, I would start my report by stating the following:

“I am examining the course entitled Networks: Friends, Money and Bytes (https://www.coursera.org/course/friendsmoneybytes). This course if offered through Coursera and is taught by Mung Chiang who is a Professor or Electrical Engineering at Princeton University. The course is an introduction to the topic of X and its objectives are XYZ.”

Your report should be specific and detailed in its evaluation of instructional material, and should be guided by the five criteria families discussed by DC: Goal-centered, learner-centered, learning-centered, context-centered, technical criteria. I would like to see that you understand each criterion and that you are capable of applying it to evaluating your course. For example, at the very least, I would expect to see statements such as the following:

Instructional designers use five criteria families to evaluate instructional materials. Learner-centered criteria focus on XYZ and refer to X. The instructional materials for this course appear to be adequate for this criterion because <provide list of reasons here>. The course could be improved in this domain by <list of additions/revisions here>. However, because item X was not disclosed in the course, I am not able to evaluate Y.

Let me reiterate that to complete this assignment you will need to do background research on the course and the platform. For example, your background research on Coursera will reveal that some of these courses have more than 80,000 students from around the world. This fact alone will impact your evaluation!

Instructional Material Evaluation Rubric

Rubric is copyright of: Dick, W., Carey, L. & Carey, J. (2008). Systematic Design of Instruction, (7th ed.) Upper Saddle River, NJ: Pearson.

A. Goal-centered Criteria:
Are the instructional materials:

Yes No Some
1. Congruent with the terminal and performance objectives?
2. Adequate in content coverage and completeness?
3. Authoritative?
4. Accurate?
5. Current?
6. Objective in presentations (lack of content bias)?

 

Learner-centered Criteria:
Are the instructional materials appropriate for learners’:
Yes No Some
1. Vocabulary and language?
2. Development level?
3. Background, experience, environment?
4. Experiences with testing formats and equipment?
5. Motivation and interest?
6. Cultural, racial, gender needs (lack bias)?

 

Learning-centered criteria
Do the material include:
Yes No Some
1. Pre-instructional material?
2. Appropriate content sequencing?
3. Presentations that are complete, current and tailored for learners?
4. Practice exercises that are congruent with the goal?
5. Adequate and supportive feedback?
6. Appropriate assessment?
7. Appropriate sequence and chunk size?

 

Context-centered Criteria
Are/do the instructional materials:
Yes No Some
1. Authentic for the learning and performance sites?
2. Feasible for the learning and performance sites?
3. Require additional equipment/tools?
4. Have congruent technical qualities for planned site (facilities/delivery system)?
5. Have adequate resources (time, budget, personal availability and skills)?

 

Technical criteria
Do the instructional materials have appropriate:
Yes No Some
1. Delivery system and media for the nature of objectives?
2. Packaging?
3. Graphic design and typography?
4. Durability?
5. Legibility?
6. Audio and video quality?
7. Interface design?
8. Navigation?
9. Functionality?

Salman Khan on Reddit

Reddit is one of the communities that I follow for professional and personal purposes. For professional purposes specifically, it serves as a site for my online ethnography on networked participatory scholarship and digital scholarship. As part of that work, I am trying to make sense of the meaning of open digital participation for learning, teaching, scholarship, and education. One of the most informative and enjoyable aspects of Reddit is the IAmA subreddit in which individuals with interesting stories answer user questions. For example, one individual shared intimate details of his/her work and experiences with for-profit education, and another discusses teaching high school science and the misconceptions surrounding the teaching profession. The other day, Salman Khan (of Khan Academy) answered questions on the site, and I thought some of you might be interested in reading the Q&A, not just for Khan’s answers but also for the types of questions that were being asked. Though my vision of education differs from Khan’s vision of education, I appreciate that numerous students and teachers have found value in his efforts and I welcome any initiative that opens up conversations about what the future of education should look like. In any event, here is the Q&A with Salman Khan.

* Reddit logo courtesy of Wikipedia: https://en.wikipedia.org/wiki/File:Reddit_logo.svg

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