
Questioning Gagné and Bloom’s Relevance
August 2, 2011Several weeks ago, I had the pleasure of meeting Lauren Hirsh. Lauren needed to do an informational interview for her masters program, and I needed some new profile pictures. (The pictures turned out terrific; I’m sure I got the better end of the bargain.)
During the interview, Lauren asked some very thoughtful questions about the relationship between theory and practice.
I made this comment as part of the interview:
It’s easy to get caught up in theories without really looking at whether the research support is there. Gagne’s Nine Events of Instruction might be helpful as a designer, but they aren’t really supported; you can skip everything but practice with feedback without much change in results. Learning styles (like visual, auditory, kinesthetic) have much less effect on learning results than other factors, but we often focus on them heavily. Bloom didn’t have any research for his taxonomy, but I still find it useful for my own planning; I just don’t pretend there’s a research-based argument for classifying a verb as application instead of analysis.
As a follow-up question, she asked where I learned the above about Gagné and Bloom.
Gagné’s Nine Events
Besides criticisms like Gagne’s Nine Dull Commandments, the post that really made me rethink Gagné was Tom Werner’s Whatever You Do, Don’t Drop Practice (now only available as an archive via the Wayback Machine). That post summarized research on what happens when you remove elements of instruction.
From Tom’s summary:
The researchers were interested in which of some of Gagné’s nine events of instruction were most powerful in promoting learning: objectives, information, examples, practice with feedback, or review.
The researchers pretested 256 college students enrolled in a computer literacy course and divided them into low, medium, and high blocks on the basis of the pretest scores.
They then divided each block of students into six groups and randomly assigned each group to a different version of an instructional program:
- Full program (objectives + information + examples + practice with feedback + review).
- No objectives (
objectives+ information + examples + practice with feedback + review).- No examples (objectives + information +
examples+ practice with feedback + review).- No practice (objectives + information + examples +
practice with feedback+ review).- No review (objectives + information + examples + practice with feedback +
review).- Information only (
objectives+ information +examples+practice with feedback+review).In a nutshell, each of the four groups that had practice with feedback scored significantly higher on a posttest than the two groups that did not have practice with feedback.
The study itself doesn’t specifically call out Gagné quite as much as this summary implies, but it certainly should make us pause before we insist on following that formula exactly. It also is proof that active practice with feedback really does make a difference. If a client asks for an information dump, this research should help support you in arguing for something including practice.
Bloom’s Taxonomy
At a previous job, we had regular quasi-formal professional development training for the instructional designers, provided by other members of the team. One person planned a simple game to reinforce Bloom’s taxonomy. The group was divided into two teams, and one person at a time from each team came up to the front and faced each other across a table. The “game show host” read a “Bloom verb” off an index card and the contestants slapped the table to see who could classify it first.
What would you guess happened? Think about a verb like “Determine”: where would you classify it?
The game almost immediately devolved into arguments over where the verbs belong. The poor activity leader had consulted a single list and didn’t even consider that different lists categorize verbs differently. Sometimes a single list classifies verbs in different places. This Bloom verb list, for example, classifies “identify” as both Knowledge and Comprehension; another list puts “compare” and “contrast” both in Analysis and Evaluation, depending on whether you use them together or separately.
How do you definitely solve an argument like that? Do you have research support for putting a verb in one category or another? Neither did Bloom. As far as I know, Bloom’s taxonomy was meant to be a theoretical framework and was not based on any sort of research. (If I’m wrong on this, please direct me to the research; I’d love to be corrected!)
This piece on Problems with Bloom’s Taxonomy asserts the lack of research:
The categories or “levels” of Bloom’s taxonomy (knowledge, comprehension, application, analysis, synthesis, and evaluation) are not supported by any research on learning. The only distinction that is supported by research is the distinction between declarative/conceptual knowledge (which enables recall, comprehension, or understanding) and procedural knowledge (which enables application or task performance).
That article outlines how the taxonomy is invalid, unreliable, and impractical, as well as offering alternatives more focused on performance.
Reality Check
I will admit, as I did in the interview, that I do still use “Bloom verbs” for writing objectives. I keep those verb lists handy because they help trigger ideas and focus on more active, higher level objectives. I’ve done objectives this way so long that it’s force of habit as much as anything else. I suspect I could get comparable or better results using the “Content by Performance” option in the article above. I’ve been in work environments that were really invested in Bloom, and I admit I’m not sure how much I’d fight that battle. If it’s a choice between fighting about Bloom or fighting to have realistic practice, I’ll choose to spend my efforts fighting for practice and context.
Gagné wasn’t emphasized as much in my education training, so I don’t have as much to unlearn there. The research above simply reinforces the need for practice with feedback. As the authors of the study point out, some of these elements may have value beyond improving posttest scores. Objectives can be useful in the development process. Personally, I want those objectives when I’m working with SMEs to help focus them on what’s most important, because that will improve the end result.
What about you? Do you use Gagné and Bloom, or have you rejected them in favor of something more relevant for your own work? Or am I way off base here, missing significant research that supports these ideas?


I agree that practice with feedback is the key, that’s where we focus 90% of our development efforts. We start with the exercises/tasks people do in class and make sure the students will have success completing those tasks. Everything else in class supports the tasks, if not we drop it.
That seems like a very practical approach. Thanks for sharing!
Hi Christy!
While there may be little research on Bloom’s verbs, that hasn’t stopped designers and educators using it for their own purposes. The digital Bloom’s (http://edorigami.wikispaces.com/Bloom%27s+Digital+Taxonomy) comes to mind or even Kathy Schrock’s Bloomin’ iPad (http://kathyschrock.net/ipadblooms/).
I agree with Cathy Moore about the “do:” learning is active and practice helps reinforce it. Using Bloom’s verbs as a guide sparks ideas that I might not have had otherwise.
As for Gagne, his model is facilitator-centered, relying on the facilitator to be the disseminator of knowledge. I doubt that it is a relevant model for today’s learning needs. What are your thoughts?
That’s a good point; if Gagne is relevant at all, it’s relevant for traditional facilitator-led training. So much learning happens outside that environment, that it isn’t as relevant for everything that the learning field now encompasses.
Hi Christy – I, too, have “been in work environments that were really invested in Bloom” and I hate to think of what could have been done with the time that was spent hashing out verbs in meetings. It seems that anything that creates a quick, logical reference tool (like a taxonomy or nine steps) can be taken to heart and made a standard (policy, even) instead of a guideline. These approaches are convenient and help us get to where we’re going but not without a lot of other considerations related to context of the learning environment. Thanks for taking on this instructional design reality check issue.
I hadn’t made that connection before, but I suspect you’re right. It’s so easy to take something like this (or Maslow’s hierarchy, Dale’s Cone, ADDIE, etc.) and take them as absolutes, regardless of the specific situation. We get caught up in following a pattern without thinking too much about why we have that pattern as a guideline.
I was just rereading this great post (thanks again, Christy, for fielding my question!), and I have to say that I could not agree more with the point Melissa raised.
I imagine this–the “getting caught up following a pattern without thinking too much about *why* we have that pattern as a guideline”–is a trap that practitioners in any field have to be careful not to fall into.
“Rule of thumb” heuristics are indeed convenient and serve their purpose in our day-to-day work, but they are a double-edge sword. They are imperfect, and it takes conscious effort for an organization (or an individual) not to be a slave to them.
Thanks for posting this— I think some designers hide behind Bloom, Gagne and other “science” to justify bad design and boring content. They have a rubric that says they made a good course and that is what matters to them.
I’ve briefly covered some of my thoughts on Gagne and Bloom here:
http://rockidscience.com/?p=165
http://rockidscience.com/?p=147
Hi Chirsty,
I thought I would bring some of the research behind the other steps, A Look Behind Robert Gagnè’s Nine Steps of Instruction
I think the point of these theories on how to build instruction are just guides. For instance, using the Hunter Method the first two or three years of teaching is a good idea. But if you are still using it verbatim after your first years out, you need a different profession. These are models and guides, not to be used for all students/classrooms/teachers all of the time. It is quite appropriate, once you have some experience, to use what works for you and your students.
@Steven and Michael, I think you both have some good points. These models should be guides, not absolutes, and they shouldn’t make us forget our common sense. Learning is messy; no model or guide will be the perfect solution all of the time.
@Donald, This is great. I appreciate the time you put into systematically collecting and summarizing all these sources. Some of the Marzano research is referred to in the Martin study above. I think I need to dig into those original sources more.
Christy, just saw this. I use Gagné to some extent, believing that it helps to engage them emotionally as well as cognitively in an intro, providing a model (concept) behind the why and how (cog psych research), show them contextualized examples (cf work by Sweller, also Shoenfeld), as well as practice. I think Bloom’s is too complex (as Sugrue suggests and you pointed to), working on a project right now for a simpler model ala Van Merriënboer with only two levels: the knowledge you need and the complex problems you apply it to solve (which actually has two different forms).
I need to spend some more time with Van Merriënboer’s work, as that does seem promising. I’m glad to hear you’re getting some value from Gagné. Certainly things like emotional engagement are worthwhile. I wonder if part of why you get value from Gagné is because you don’t use it as a cookie cutter approach though; I’m sure you use it as a guideline, not a dictated template. In some of this discussion above, the point was raised that none of these models should be followed unthinkingly. You keep your brain engaged while using it, so it works.
As a side note, I’m personally somewhat skeptical of Sweller. He seems to have demonstrated his willingness to “spin” his results to meet his agenda a bit too much for my tastes. For example, I’d prefer a doctor with better clinical results over one who does better on a written exam, but Kirschner, Sweller, and Clark discount clinical results when it doesn’t fit their narrative. Don Clark’s review of Kirschner, Sweller, & Clark is a balanced view, and the Hmelo-Silver, Duncan, and Chinn paper is a thorough response.
Hi Christy,
I already weighed in on Gagné and Bloom and took on the third leg of the “follow-the-Leader” school of Instructional Design … it’s informative about all three: http://bit.ly/oYboPY.
David, I did some hunting around on your blog, but I’m not sure which post you’re referring to. I only see one mention of Gagné and no mentions of Bloom even after doing a search. Could you please provide a direct link to the relevant post, rather than to a page of posts? That would help me find it. Thanks.