Shifting Paradigms of Knowledge, or a Defense of Wikipedia as a Pedagogical Tool

As librarians, it is almost second nature for us to devalue Wikipedia. Frequently we remind students that Wikipedia is not a tool for research. We harp on students not to cite Wikipedia in their academic work. We cite famous examples of Wikipedia’s inaccuracy.  We prop up the straw man of an undergraduate turning in a paper full of Wikipedia citations and the sea of red ink from the professor that awaits. All of this is well-intentioned and important, and I agree that Wikipedia should not be used in formal academic work. In my work in an academic library, I often warn students against the danger of relying on Wikipedia, and I stringently refuse to allow them to cite it in academic papers.

However, I’m concerned that we librarians (and many academics in general) are missing the point in our all out war against the crowdsourced encyclopedia. First of all, it should be recognized that we are likely overstating the case about the inaccuracy of Wikipedia. Countless studies have been conducted asking about the accuracy of Wikipedia, and for the most part, researchers have concluded that it’s far more accurate than our public decrial would suggest, with some suggesting that it’s just as accurate as other reference works. This is particularly the case for heavily-edited articles, where one sees the value of a lot of eyes on a small amount of content. That Wikipedia is not so inaccurate as we might suggest is even clearer when one considers the false standard to which we hold it. The rhetoric about Wikipedia as inferior to more traditional reference sources suggests that those traditional sources are themselves infallible, given that they are produced by the credentialed experts. However, anyone who has worked closely with reference materials in a particular field will admit how uneven and at times inaccurate even these print resources can be.

But it’s not the under-appreciated accuracy of the tool that suggests to me that we may be doing a disservice to students by dissuading them from considering it a tool of the academy. Rather, in leading people away from Wikipedia, we are shielding them from seeing the shifting paradigm of knowledge that a tool like Wikipedia represents. By understanding just how different the philosophical underpinnings of a crowdsourced encyclopedia is from our traditional reference sources, we miss a real opportunity to teach our students something about the construction of meaning.

I want to outline two reasons I believe Wikipedia can be an effective pedagogical tool. First, it crowdsources our knowledge base and allows the community to serve as a check on individuals’ arguments. The primary reason so many of us are against Wikipedia (and other tools like it) is that we are operating from a top-down understanding of data and information. That is, we understand information as something that is in the realm of the credentialed expert (there’s a bit of job security behind this idea, don’t you think?). In the traditional mind of the academy, reflected in the decrying of tools like Wikipedia, information is something that the rest of you must only passively accept, because you really don’t know what you’re talking about. Leave it to us, the people writing reference articles based on our long years of study to report what you need to know. For example, if I want to know who fought in the Spanish-American War, I should turn to a reference work written by someone with the appropriate degrees in 19th-century American history and ask him or her (though traditionally it has been “him”) what happened in that war. But who is to say that this particular historian that I chose knows what he is talking about? Or who is to say that he’s telling me what actually happened and not his idiosyncratic take on things? Where’s the check on his information? Perhaps it comes in reviews from other scholars, but those can be difficult to track down, difficult to follow, and sparse in their coverage. What if there were a place where the description of the war was under the scrutiny of everyone who knew something about that war? Wouldn’t we tend to trust the explanation of the war that had been vetted by millions, rather than one that had been vetted by one (or one and a team of editors), even if most of those millions didn’t have advanced degrees? Surely we are not there yet with Wikipedia, but you can see how important the democratization-of-knowledge model it is built upon can be. Just as open-source software has the benefit of a powerful user and editorial community, so open-source information like that found on Wikipedia has the power of millions of checks upon it. We are in an incunabulum period with this paradigm of knowledge, but it is certainly where we are heading. A roomful of opinions is going to be more accurate than a single opinion, so long as we can bring enough well-intended voices into the room to cancel out all the crazies. We’re not there yet with Wikipedia (hence the famous inaccuracies), but I think we’re headed in the right direction. The fact that the more heavily-read articles on Wikipedia tend to be the more accurate ones suggests that this crowd-sourced information world is the way to go. Wikipedia is not perfect, but I am concerned that in decrying it we are missing the boat on the paradigm shift that it represents.

A second benefit, closely related, is far more interesting to me, and it is one that I’m only beginning to appreciate. A tool like Wikipedia, because it is crowdsourced, reveals as problematic the traditional hierarchy of data, information, knowledge and wisdom. In the traditional view (and this is far more complex than I can represent here; check out the Wikipedia article on it!), there is objective data that can be gathered by the experts. Information is a set of inferences made based on that data, or the organization of that data into meaningful conclusions. Knowledge is the synthesis of information in a given context; the subjective interpretation of information in particular situations for particular purposes. Wisdom, then is the future-looking application of knowledge, an even more subjective rendering of the data, filtered through several subjective levels. In a traditional view, reference sources like encyclopedias are understood to function as data organized into information. That is, reference works present a somewhat objective set of data, organized and described. In traditional encyclopedias, this information was presented as objective fact, verified by the credentialed individual who was asked (and often paid) for his/her expert analysis. Because there was very little check on the information (essentially an editorial check by someone who was not as specialized the expert writing the article), the reference work presents an article as the objective information with which a reader can do whatever he or she wants. That is, knowledge and wisdom can be created from the information provided, given the context in which the reader lives and works or the particular purpose for which he/she reads. A crowdsourced encyclopedia, though, pulls back the curtain on this process and shows that there is no such distinction between the “objective” information and the subjective construction of knowledge and wisdom based on that information. Because the information is constructed socially, and because the process of that construction is transparent (we can see the editorial history and read the dialogue surrounding that history), we recognize that there is no “objective” data, regardless of the credentials of an expert providing it. Rather, all data and information is subjective, the product of the perspective and context of the data collector. In fact, if we operate under the DIKW hierarchy, we might ask whether the first few layers of the hierarchy are even possible. If the post modern turn has taught us anything, it has taught us to be suspect of truth claims made, particularly those made by individuals. The presence of a community, explicitly operating from a particular (and different!) contexts, shows this messy process, even when trying to report the most “objective” data. It is revealing, for example, that basic “facts” about the life and presidency of George W. Bush are so vigorously debated. This shows us that even trying to present “data” is a subjective act. So I welcome Wikipedia, because it does the hard work of showing us what many late 20th and early 21st century philosophers have been telling us: all is subjectivity.

So, am I going to start suggesting that people use Wikipedia in research? Well, no, but yes. That is, I stand by the informal librarians’ creed that Wikipedia is not a scholarly source. There is a distinction between the article on “St. Paul” on Wikipedia and in the Dictionary of Biblical Interpretation. I recognize that citing the Wikipedia article is going to be met with much red ink. So, don’t do it. However, I do think using Wikipedia as a pedagogical tool is important, and I’m concerned that our refrain of “don’t use Wikipedia” is costing our students a valuable opportunity to catch a clear glimpse of the shifting paradigms of knowledge that are reflected in such a tool. There are tangible benefits of using Wikipedia in the classroom. First, it gives students a forum to present their work and make real contributions. The ideals of Web 2.0 are noble ones; we are all creators and we all have something to say. This is difficult for students to recognize, as they spend much of their time working on artificial assignments that will rarely be seen by a set of eyes other than their professor’s. Using Wikipedia in the classroom can give students an opportunity to contribute, to be part of the world’s construction of knowledge. Second, though, is it shows students how meaning is created. It cautions against the far-too-common assumption that a) there is objective data and b) only the experts really know it. Though Wikipedia is not perfect in any way, it moves in the right direction. It is built on the post-modern understanding that all meaning is constructed. It allows us all, therefore, to serve as the arbiters of that meaning. I don’t feel qualified to be a sole arbiter on much beyond my narrow field of training (and even then I’d be a bit cautious). However, I do believe that alongside millions of others, I can come to a pretty fair consensus on what happened, what it meant, and why it’s important. So I encourage teachers to use Wikipedia. Don’t use it as a singular source of information (though again, it’s not a bad one). Rather, use it as a publishing platform and a teaching platform. Encourage students to edit and create entries, hold an edit-a-thon, make a student assignment the assessment of the history of a wikipedia article, or do anything else to get students to see how this paradigm is shifting. For goodness’ sake, at least read this prescient article by Roy Rosenweig (from 2006!) about the benefits of this tool.

The millions in the room will never agree on even the most mundane piece of data, but that’s the beauty of it. We can see the conversation as it happens and see before our eyes the truth of ideas like that of Paul Ricouer, who reminds us that no event has meaning until it is put into context with other events, and that process is a subjective one dependent upon the whims and desires of the one doing the contextualizing (not sure who Ricoeur was? Look him up on Wikipedia! [but check some of the sources in refereed publications!])

10 thoughts on “Shifting Paradigms of Knowledge, or a Defense of Wikipedia as a Pedagogical Tool

  1. Steve Kraftchick's avatar

    I am in agreement with the large scope and arc of your post and think that the more we use Wikipedia (or any reference tool for that matter), the better it will get and the better we will get at using them properly. If I may offer one small reflection…you repeatedly refer to the idea that “there are no objective data” and I understand the point you are making. I suppose that in some sense this is true, but in another it is not. The point I think that you are making is that there is no data that does not require interpretation, both in terms of how it was gathered and how it is placed in relationship to other data. But, in some sense, there is data that is “objective.” I know for instance, that if I keep measuring the boiling point of water at sea level air pressure, it will continue to begin to boil at 100 degrees Celsius. Now, that is not to say that this number is meaningful any and everywhere, but it is objective with respect to the scale I used. So, a small modification, can we suggest that there are no data that do not result from value free methods nor that exist as “data” except as they are interpreted, rather than suggest that objectivity is a ‘null set’?

  2. kate's avatar

    Wow, that was an incredibly thorough and thoughtful assessment of Wikipedia! I agree that it can be a tremendous tool in advancing knowledge (heck, I use it every day at work), and that having it open to editing from the wider public allows more aspects of the subect to be examined than in a traditional information source like a textbook or encyclopedia. Using Wikipedia to demonstrate the subjectivity of knowledge is an interesting idea, and I can only hope that teachers do point out to their students that just because they read it on Wikipedia doesn’t necessarily make it true. I personally find reading the “Talk” sections of Wikipedia articles to be very informative, since that often shows which aspects of the article subject are most prone to different interpretations and debates.

  3. daughertyink's avatar

    Though I rail against Wikipedia to my students in the same ways you describe, I do use it myself and advocate its limited use to my students. In particular, I suggest they use it to get an overview of the topic so they know what to research further. But even more than that, I promote it as a way to find resources; I tell them to skip straight to the bottom of the Wikipedia article and to look up those sources.

    In addition to the typical warning that Wikipedia is potentially incorrect, I warn my students not to use it because it is a general reference encyclopedia. Just like I wouldn’t want them to use and cite the World Book Encyclopedia for academic research, I don’t want my students to consult Wikipedia either. Instead, they should look for primary sources or those that offer more specific knowledge. That’s why I advocate that they use the references at the bottom of a Wikipedia page to find additional sources and basically stop there.

    That said, I will definitely reexamine the value of Wikipedia as a teaching tool in the ways that Bo described. In particular, I expect I’ll find this useful in my Honors American Lit and AP Language classes. Thanks for the thought-provoking insights, Bo, and for your stance on why democracy is essential to knowledge.

  4. jill work communications's avatar

    I was grabbed by the sentence, “In leading people away from Wikipedia, we are shielding them from seeing the shifting paradigm of knowledge that a tool like Wikipedia represents.” I’ve never looked at it that way before. And I really like suggestion of how to use Wikipedia in a classroom setting.

    Another interesting blog on using Wikipedia as a collections management system for an art museum: http://museumgeek.wordpress.com/2011/07/18/geek-speak-with-lori-phillips/

  5. Jessica Kruppa's avatar

    Accuracy issues aside (and my sincere doubts that the trolls of the internet are capable of not purposefully spreading misinformation for kicks), it feels… strange for me to think about someone using Wikipedia as an actual source for a paper.

    Wikipedia pages provide summaries of, and often direct quotes from sources, like a glorified, specialized, annotated bibliography. In many pages on Wikipedia, each sentence has a citation tag. I can’t imagine using that information in a paper and citing their citation, quoting their quotation.

    Suppose I was doing a report on frogs and I decide to use Wikipedia. I fond this quote: “A Canadian study conducted in 2006 suggested heavy traffic in their environment was a larger threat to frog populations than was habitat loss (Frog population decrease mostly due to traffic”. New Scientist. 2006-07-07. Retrieved 2012-07-13).” But instead of actually reading that study, I’m just going to use that tidbit and cite Wikipedia instead. The very idea is ridiculous to me. “Yeah, I didn’t read any primary sources, but this guy had a great annotated bibliography, so I just used that.”

    Don’t get me wrong, I use Wikipedia on an almost daily basis. I just wouldn’t fathom using it as anything more than a springboard. It gives me a starting place to find primary sources and the key words I should focus on when I start looking in databases. I just can’t fathom ever CITING Wikipedia as a source in any professional work.

    As I said above, I sincerely doubt the self-control of the internet trolls. They are many. They are malicious. And I can personally think of all sorts of ways to package a tidbit of false information and pass it right under the noses of the decent crowd-sourcing folk.

    To be a bit crass, I can’t trust that they haven’t been peeing in my drinking water.

    Nope. I’ll use Wikipedia to find sources, then I’ll read the source myself before I drink that glass. 😛

    1. boadams01's avatar

      Jessica-
      I agree with you. I certainly do not intend to imply that Wikipedia should be cited as a legitimate source of scholarly knowledge. We are not there yet, though I do not think the time is too far off when we will be. I completely agree that one should not trust this source without checking its references. However, I think that recognizing this about Wikipedia should also help us recognize this about print reference works, which many of us treat as the unbiased truth. For now, these print resources may be more reliable than Wikipedia. However, we should recognize that both are the project of a finite set of content producers, and thus neither should be relied upon as presenting objective data. Thanks for the thoughts!

  6. irishells1's avatar

    Bo,
    I will freely admit under condemnation that I eschew all mention of Wikipedia, both for myself and my students. It is not the first place I visit, which as you point out is in many ways a disservice. The subjectivity is the most troubling aspect for me. I appreciate the gentle correction towards better teaching and the instructional ideas you provided. Brilliant!

    1. boadams01's avatar

      Matthew, I agree there are countless examples of foolish reliance upon an imperfect Wikipedia. These cautionary tales are worth repeating, and they function as a primary reason I agree with the typical warnings about using Wikipedia as a single, reliable source. My concern, though, is that we are throwing the baby out with the bathwater by scaring people from consulting Wikipedia. It may not be reliable as a single reference work, but that does not mean it is not worth reading!

  7. boadams01's avatar

    I wanted to add one more resource to the mix: Maehre, J. (2009). What It Means to Ban Wikipedia. College Teaching, 57(4), 229–236. This is a nice argument for the pedagogical benefits of Wikipedia. Here is one choice quotation that will stay with me: “I always hear the sentence ‘we want them using the best sources.’ This may be reasonable enough, but it can come only from a conception of the research paper as a product rather than as a learning tool, which in turn conceives of the student as a producer rather than a learner” (230).

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