Wikipedia in the Classroom

Dr. David Peña-Guzmán is an associate professor in the Department of Humanities and Comparative World Literature at San Francisco State University. He works on animal studies, the history and philosophy of science, continental philosophy, and theories of consciousness, and is the author of When Animals Dream: The Hidden World of Animal Consciousness, co-author of Chimpanzee Rights: The Philosophers’ Brief, and co-host of the philosophy podcast Overthink

Academics and Wikipedia 

Among many academics, Wikipedia has a poor reputation. It’s not uncommon for college professors to discourage students from using the site or penalize them for quoting, citing or referencing it in their written work. Usually left unstated, the assumption behind this attitude is that, since it does not go through the channels of peer review characteristic of academic research, Wikipedia content doesn’t meet the right standards of accuracy and verifiability, and is, therefore, inherently unreliable. In this way, academia’s model of legitimation via peer review (in which quality control is ensured by vetted scholars in positions of institutional power) is pitted against Wikipedia’s more malleable and decentralized model (in which quality control is distributed across a wide network of agents known as “Wikipedians” who build content and fact-check one another collectively).

David Peña-Guzmán
David Peña-Guzmán. Image courtesy David Peña-Guzmán, all rights reserved.

This resistance is hardly surprising given that we academics are trained from the earliest stages of our professional formation to equate scholarship with the system of peer-review that has ruled higher education, by some accounts, since the 1600s. For many of us, scholarship is synonymous with peer-reviewed works, which is to say, publications anonymously evaluated and approved by experts in the field. Measured against this standard, of course, Wikipedia’s model of knowledge production looks more than vulgar and unrefined. It looks positively dubious. By shunning legitimation by the few in favor of legitimation by the many, this model seems to do away with the very notion of expertise, and to confuse what the Greeks called doxa (opinion) for episteme (knowledge). Since anyone and everyone can be a Wikipedian, or so the argument goes, anything and everything can end up on Wikipedia, regardless of whether it’s true or false. 

While we cannot deny that Wikipedia’s model of knowledge production has its limits (which model doesn’t?), it is revealing that those who oppose it most feverishly tend to be those who are least familiar with it, with what it is and how it works. For instance, even critics who know that behind every Wikipedia page there is a large community of contributors who fact-check, update, and cross-reference its claims may not realize that behind this community there is a complex constellation of rules, guidelines, and principles regulating the behavior of its members. Yes, practically anyone can become a Wikipedian. But this does not mean that Wikipedia is a digital Wild West where “anything goes.”

Thanks to its internal quality control mechanisms, Wikipedia often yields content that matches,  in terms of epistemic merit, the best of what the academic system of peer review has to offer. As early as 2005, a mere four years after Wikipedia’s launch, the prestigious journal Nature published an article showing that entries on the new site surpassed those in the Encyclopedia Britannica in terms of accuracy and credibility, putting the newcomer above its more prestigious cousin as far as epistemic reliability is concerned. Since then, the line between academia’s centralized and Wikipedia’s decentralized models of legitimation has only continued to blur. Nowadays, more and more academics are incorporating Wikipedia into their courses in one way or another, with a few even suggesting that academic scholarship should emulate Wikipedia’s malleable approach to knowledge creation in order to meet the informational and pedagogical challenges of the new century.  

Wikipedia In the Classroom

In early 2024, I partnered with Wiki Education (a nonprofit that seeks to improve Wikipedia) to incorporate a Wikipedia assignment into a course I planned to teach that summer entitled “Humanities 315: The History of Science From the Scientific Revolution.” Beginning from the Copernican revolution in astronomical physics, this course traced the evolution of modern science through the sixteenth, seventeenth, eighteenth, and nineteenth centuries, paying attention to the progression of scientific concepts “from above,” as well as to the social, cultural, and political forces that shape scientific rationality “from below.”

At the time, Wiki Education was promoting an initiative designed to close a gap in Wikipedia’s archive. By Wikipedia’s own admission, scientists from traditionally underrepresented racial and ethnic groups (Latinx, Black, Asian, Pacific-Islander, Indigenous, etc.) are significantly underrepresented on “the free encyclopedia,” resulting in a problematic imbalance. So, Wiki Education was on the hunt for professors who might be interested in incorporating an assignment into their classes that would put students to work on closing this gap. The basic idea was that students would become temporary Wikipedians and write biographical entries for influential scientists from minoritarian backgrounds who did not yet have a presence on the site.A two-in-one package, the assignment sought to educate students about the ins-and-outs of Wikipedia while giving them an opportunity to help address a concrete racial injustice tied to digital representation.

Given that my course dealt explicitly with how classism, patriarchy, and white supremacy have influenced the history of Western science (and given my own interest in the relationship between racial oppression and the politics of knowledge), I decided to apply. Upon hearing I was accepted, I quickly edited my course syllabus to make room for the five-week long assignment, which asked students to:

  1. Create a Wikipedia profile 
  2. Familiarize themselves with Wikipedia’s “backend” software program (where the content that will eventually appears on the site is created, edited, and fact-checked)
  3. Select a scientist from an underrepresented community from a list provided by Wiki Education
  4. Conduct research on that scientist’s personal history, educational background, and contributions to the fields of science and technology 
  5. Write, in groups of four or five, an entry on that scientist adhering to Wikipedia’s policies concerning citations and references, and 
  6. Publish their entry (pending approval by site)

Students didn’t have to reach the final stage (publication) to receive full credit for the assignment, but they did have to complete all the steps leading up to it. And they were graded based on how far into the assignment they got and on the quality of their individual contributions to the collective writing effort. (I should mention that, as part of the initiative, Wiki Education provided support in the form of a $700 stipend and two staff members who helped answer student questions about how to create entries on the site). 

Summer came and went, and the assignment was by and large a success. Though there were hiccups along the way (some students produced entries that didn’t meet Wikipedia’s standard for publication, while others didn’t bother creating a profile in the first place), the majority of students reported enjoying every stage of the process. 

 For starters, many were thrilled to learn about how Wikipedia pages are made. Although none of my students were Wikipedians prior to the class, all of them reported visiting the site on a regular basis, even when professors explicitly warned against it. Wikipedia was already a key part of their online experience, a recurring digital landing spot. Thus, seeing the backend program, familiarizing themselves with the platform’s rules and regulations, and seeing a collectivist model of knowledge production in action helped demystify the site, which in turn gave them a more nuanced understanding of its various strengths and limitations. For example, the assignment enabled them to see that even if Wikipedia content isn’t put through the grind of traditional methods of peer review, it is subject to norms of accuracy and verification that make it more reliable than the average blog, website, or social media profile. At the same time, this behind-the-scenes access clarified for them that while Wikipedia may be good for general information about a large variety of topics, it’s not the place to go for original research and innovative discoveries. 

“Real” Writing 

The most common refrain I heard from students as we debriefed about the experience at the end of the summer semester was that they were proud to have finally worked on “something real.” “I felt like this was my first real assignment in a college class,” one said. Another followed with: “It was more real than writing the usual essay.” 

I confess: I didn’t respond well to these claims. I balked at the suggestion that traditional classroom assignments (the weekly response, the midterm essay, the final project, etc.) were somehow less substantive or less real than assignments that simply happened to have the name of a recognizable organization attached to them. Was writing for Wikipedia readers really more “real” than writing for me, or were my students just awe-struck by the fact that they were contributing to one of the most famous online platforms? 

It was a fair question. Or so I thought. 

After mulling over their comments for a couple of days, however, I realized that my reaction was…well, reactionary. Rather than listening to what my students were telling me about their experience of the assignment, I chose to worry about what I thought their comments meant about my teaching style, which regularly features the kinds of assignments they characterized as not-so-real. By projecting this insecurity onto my students, I failed to listen to them and to do what every professor should aspire to do, which is meet students halfway in conversation. To course-correct, I had to ask myself a question that demanded more careful consideration: In invoking the so-called reality of this assignment, what were my students flagging for me about assignments, homework, and education more generally? What did this concept mean to them such that it seemed to illuminate their experience? No sooner than I framed the problem in this manner, I came to see their comments in a new light–no longer as veiled criticisms of my pedagogy, but as sincere critiques of our education system and what traditional approaches to pedagogy do to students’ relationship to writing. 

From an early age, students are taught to write for their professors. Every student knows that what they produce in the classroom will rarely, if ever, be seen by anyone other than the person who has the power to give them an ‘A’ or an ‘F.’ Thus, for most students, writing is tangled up from the get-go with complex dynamics of power, discipline, and submission. Given the asymmetrical nature of the student-teacher relationship, it’s only a matter of time before students learn to give their teachers what they (the students) think they (their teachers) want. So, students master a skill that isn’t easy to unlearn. They learn to write exclusively  for “the Professor,” that amorphous character whose power in the classroom is virtually unchecked. From elementary school to college, the task is the same: Here is a topic, now write about it for an audience of exactly one (where the “one” in question is the person with power over you)! 

One consequence of writing under these conditions is that students are never asked to imagine what they might have to (or want to) say to a broader audience, by which I mean an audience composed of different kinds of people, each of which with their own reasons for wanting to listen in. This, I now believe, is what the Wikipedia assignment offered my students for the first time in their lives. It offered them an audience that wasn’t “the Professor,” an audience of not-me. And my students experienced this as a breath of fresh air. This new audience freed them from me, but it also freed them to imagine a host of other subjects in the position of “reader,” which altered their psychological landscape. I still remember one student in particular, a humanities major, who said: “It’s kinda cool that my mom might read this. I know she’ll want to show it to her friends and to my aunts. Maybe it will help her understand what I’ve been doing in college!” For that student, this assignment was more real. It was more real because it had the power to touch her social world and maybe even make it tilt. Had any other assignment ever done that? 

Furthermore, the mere prospect of having one’s writing “out there” (read: in the World Wide Web) was also transformative for some students. For them, the overarching question was no longer “What should I write in order to get the grade I want?” but “Knowing that strangers may read what I write, what do I actually want to say and how?” Even when my students didn’t reach the final stage of publishing their work on Wikipedia, the possibility that their work might have a life beyond the classroom was enough to shake things up and give them a glimpse of what another relationship to writing might look like.

Conclusion

Of course, I do not want to romanticize the Wikipedia assignment. Some of my students were annoyed by the assignment from the start. Others found the backend program counterintuitive and hard to use (and on this point, I concur). But even the students who complained about the nuts and bolts of the task later reported feeling happy about having participated in a pedagogical exercise with a political mission: helping scientists from underrepresented backgrounds receive the recognition they deserve. 

In effect, I could say that the Wikipedia assignment turned my classroom into an interesting house of mirrors where diversity was reflected off of multiple surfaces at once. Firstly, I, a professor of color, was teaching a class about the historical exclusion of minorities from the modern scientific project. Secondly, I was teaching this material to a highly diverse group of undergraduates attending at a Hispanic-Serving (HSI) and Asian American and Native American Pacific Islander-Serving Institution (AANAPISI). And finally, I was asking these students at this institution to help correct one of the ways in which this historical exclusion continues to be felt in the here and now—namely, the “gap” in Wikipedia’s coverage of the history of science and technology. My hope is that by learning to move between these layers of reflection, students came out of my summer class with a better appreciation of the gaps that have shaped our past and continue to inform our present. 


Interested in incorporating a Wikipedia assignment into your course? Visit teach.wikiedu.org to learn more about the free resources, digital tools, and staff support that Wiki Education offers to postsecondary instructors in the United States and Canada.

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