An interesting concept that has relevance for schools.
Though stochastic bullying or stochastic cheating might be more appropo…
An interesting concept that has relevance for schools.
Though stochastic bullying or stochastic cheating might be more appropo…
Student Grouping: What is Effective?
How do we leverage student grouping to best promote achievement?
This is a question teachers and administrators ask themselves almost daily. Unfortunately, there are few clear or easy answers. But we can draw out a few general principles from recent research and other sources of knowledge that may help to inform our instructional practice.
It’s important to acknowledge there’s often a steady pressure on teachers to utilize group work. And for some teachers, grouping students by ability can make serving a wide disparity of different levels of students more manageable.
But there’s an often unstated assumption: group work is inherently superior to whole class or independent learning. But is group work always better than other modes of learning?
Tom Bennett, a British behavioral specialist, argues in an article in American Educator, “Group Work for the Good,” that there is little research to suggest group work is better for academic learning. Bennett cautions teachers to only “use group work when you feel it is appropriate to the task you want your students to achieve, and at no other time.”
OK, but what are the times when group work is appropriate?
When I first investigated this, a particular passage from Douglas Fisher and Nancy Frey, in their book, Guided Instruction: How to Develop Confident and Successful Learners, struck me:
“. . . an understanding of memory systems has profound implications for instruction, which include creating systematic and intentional scaffolds of students’ understanding rather than leaving them alone to discover information independently. That’s not to say that students should not work together in collaborative learning; they should. We have argued for productive group work in which students interact with one another and generate ideas to produce individual works (Frey et al., 2009). But this work must center on the consolidation and application of content that students already know. It’s neither the time nor the place to introduce new information. Doing so would overload the working memory system and fail to ensure learning” (Bold added).
In other words, Fisher and Frey suggest that new concepts and information should not be introduced during group work. Group work should instead be used for reinforcing, consolidating, and applying information students have already been exposed to.
But I later came across another study by Paul Kirschner, John Sweller, Femke Kirschner, and Jimmy Zambrano, “From Cognitive Load Theory to Collaborative Cognitive Load Theory,” that contradicts this. Instead, Kirschner et al. suggest that working as a group creates a collective working memory, and that therefore group tasks should be more complex.
They state, “… learning in a team is more effective than individual learning if the complexity of the to-be-learned material is so high that it exceeds the limits of each individual learner’s working memory.” They furthermore suggest that greater complexity will make the task more engaging for the group: “Collaboration will occur when the task is complex enough to justify the extra time and effort involved in collaborating with others.”
Therefore when assigning group work, ensure that the task is complex enough to warrant collaborative effort.
So we’re engaging groups of kids in complex tasks. Now how do we ensure students are productive during the times when they do work as a group? Here it can be instructive to look at some of the analysis coming out of the business sector. Fostering productive teams, after all, is critical to the success or failure of many modern businesses.
One finding from the business realm that will make immediate sense to educators is that creating a context that fosters shared identity promotes productivity. You can read more about this research in “Spaces the Signal Identity Improve Workplace Productivity,” in the Journal of Personnel Psychology. We know that giving our students a sense of belonging and recognizing who they are and what they bring is critical to fostering a positive school community. But it’s good to know that it also can improve group performance.
Another finding is that how a team communicates is what determines its effectiveness. As presented in an article, “The New Science of Building Great Teams” in Harvard Business Review, effective teams communicate more equitably and with higher engagement. And even more critically for consideration in a school context, socialization outside of formal meeting time has a huge influence on team effectiveness. What this means for educators is that fostering effective group work requires time and training. Furthermore, as described in a passage “Group Dynamics for Teams” by Daniel Levi, this training requires norming, socialization, and building cooperative skills. Educators know that many of our students struggle with social skills and working productively together. These skills must be taught and developed.
Similarly, moving into research from higher education, in “What makes a ‘good group’? Exploring the characteristics and performance of undergraduate student groups” the authors argue that if “team working skills” are “important as a learning outcome, they must be assessed directly alongside the task output.” In other words, if a teacher is going to utilize group work for a task, they must establish explicit learning objectives for the skills practiced in the group work itself, not only for the content of the task. This again reinforces the idea that when we do use group work, we must do so strategically.
This builds off of Robert Slavin’s review of educational research, as outlined in an ACSD article, “Cooperative Learning and Student Achievement,” which suggests that not only must effective group work have group goals and rewards, but also must hold each individual accountable for their contribution. Group work which incorporates only one aspect of those two critical components (group goals and individual accountability) demonstrates little benefit to learning, whereas group learning which incorporates both is far more effective.
Even adult research teams require training and practice to develop intrapersonal awareness, foster shared norms, and to understand that conflict is normal, as suggested by a paper “Creating and maintaining high-performing collaborative research teams: the importance of diversity and interpersonal skills.” The authors further suggest that fostering diverse teams is essential to productivity.
This latter insight, that diverse teams are more productive, may be one of the most useful within a classroom context. Various studies, as presented in an article on Harvard Business Review, “Why Diverse Teams Are Smarter” by David Rock and Heidi Grant, suggest that ethnic and racial diversity makes for more effective, deliberative, and innovative teams. This is an important consideration for teachers when forming groups.
A recent study by P. Karen Murphy et al., “Exploring the influence of homogeneous versus heterogeneous grouping on students’ text-based discussions and comprehension” provides useful guidance for teachers in deciding between homogenous vs. heterogenous grouping:
“. . . teachers’ goals and expectations for small-group discussions should guide their decision to compose the groups homogeneously or heterogeneously. For example, if teachers desire to focus on enhancing students’ basic comprehension or if they desire to support students’ engagement in the discussion, they may find that grouping the students homogeneously is more advantageous for low-ability students. Alternatively, teachers should employ heterogeneous ability grouping if their focus is on building students’ high-level comprehension of the text.”
In other words, group homogeneously to engage low-skilled students; group heterogeneously to deepen comprehension.
However, it’s important to note that research on homogeneous vs. heterogeneous grouping is mostly unclear. Ultimately, how a teacher chooses to group students must be strategic and based on the task and learning outcomes. But overall findings seem to suggest that our default should be mixing students of different backgrounds and ability.
A synthesis of findings on effective group work
Ok, so we’ve reviewed a fair amount of information on grouping. Let’s summarize what we have so far:
Bennett, T. (2015). Group Work for the Good. American Educator. Retrieved from http://www.aft.org/ae/spring2015/bennett
Channon, S.B. (2017). What makes a ‘good group’? Exploring the characteristics and performance of undergraduate student groups. SpringerLink. Retrieved from https://link.springer.com/article/10.1007/s10459-016-9680-y
Cheruvelil, K. S., Soranno, P. A., Weathers, K. C., Hanson, P. C., Goring, S. J., Filstrup, C. T. and Read, E. K. (2014), Creating and maintaining high-performing collaborative research teams: the importance of diversity and interpersonal skills. Frontiers in Ecology and the Environment. 12: 31–38. doi:10.1890/130001. Retrieved from http://onlinelibrary.wiley.com/doi/10.1890/130001/abstract
Greenaway, K.H., Hannibal A. Thai, S. Haslam, A., and Murphy, S.C. (2016). Spaces That Signal Identity Improve Workplace Productivity. Journal of Personnel Psychology. 15(1), 35–43. Retrieved from https://www.researchgate.net/publication/301277968_Spaces_That_Signal_Identity_Improve_Workplace_Productivity
Fisher, D. & Frey, N. (2010). Scaffolds for Learning: The Key to Guided Instruction. ASCD. Retrieved from http://www.ascd.org/publications/books/111017/chapters/Scaffolds-for-Learning@-The-Key-to-Guided-Instruction.aspx
Kirschner, P.A., Sweller, J., Kirschner, F., and Zambrano, J. (2018). From Cognitive Load Theory to Collaborative Cognitive Load Theory. International Journal of Computer-Supported Collaborative Learning. Retrieved from https://link.springer.com/article/10.1007%2Fs11412-018-9277-y
Levi, D. (2001). Group Dynamics for Teams. Sage Publications, 322 pp. Retrieved from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.840.9487&rep=rep1&type=pdf
Murphy, P.K., Greene, J.A., Firetto, C.M., Li, M., Lobczowski, N.G., Duke, R.F., Wei, L., Croninger, R.M.V. (2017). Exploring the influence of homogeneous versus heterogeneous grouping on students’ text-based discussions and comprehension. Contemporary Educational Psychology. 51, 336-355 Retrieved from: http://www.sciencedirect.com/science/article/pii/S0361476X17302540
Pentland, A.S. (2012). The New Science of Building Great Teams. Harvard Business Review. Retrieved from https://hbr.org/2012/04/the-new-science-of-building-great-teams
Rock, D. and Grant, H. (2016.). Why Diverse Teams Are Smarter. Harvard Business Review. Retrieved from https://hbr.org/2016/11/why-diverse-teams-are-smarter
Slavin, R. (1988). Cooperative Learning and Student Achievement. ASCD. Retrieved from http://www.ascd.org/ASCD/pdf/journals/ed_lead/el_198810_slavin.pdf
Wang, Z. (2013). Effects of heterogenous and homogenous grouping on student learning. Chapel Hill. Retrieved from https://cdr.lib.unc.edu/indexablecontent/uuid:ac391807-1cca-447e-801d-d65183945ad0
Yee, V. (2013.). Grouping Students by Ability Regains Favor With Educators. NY Times. Retrieved from https://www.nytimes.com/2013/06/10/education/grouping-students-by-ability-regains-favor-with-educators.html
Group Work Decision Tree
Student Grouping: What is Effective? by Mark Anderson is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Paul Kirschner, John Sweller, Femke Kirschner, and Jimmy Zambrano published a recent paper in the International Journal of Computer-Supported Collaborative Learning titled, “From Cognitive Load Theory to Collaborative Cognitive Load Theory,” in which they make the case that cognitive load theory needs to be reconsidered from a different frame for group tasks.
I found it interesting because I had created a synthesis on group learning a while back (read all about it here), and much of Kirschner et al.’s synthesis aligns with much of what I found, such as that group work requires the development of collaborative skills, the importance of clear, accountable roles and expectations for group tasks, or that heterogenous grouping should be our default when creating groups.
However, there was one key piece that seemed to contradict a finding I had drawn from Doug Fisher and Nancy Frey’s book, “Guided Instruction,” which is that new concepts and information should not be introduced during group work, as this would overload students’ working memory.
Kirschner et al. instead suggest that working as a group creates a collective working memory, and that therefore group tasks should be more complex. They state, “… learning in a team is more effective than individual learning if the complexity of the to-be-learned material is so high that it exceeds the limits of each individual learner’s working memory.” They furthermore suggest that greater complexity will make the task more engaging for the group: “Collaboration will occur when the task is complex enough to justify the extra time and effort involved in collaborating with others.”
However, they also caution that “In terms of cognitive load, if learners have not acquired [task-specific collaboration] skills prior to beginning on the collaborative task, the load induced here could be so high as to hinder collaborative learning.” This agrees with what I also found in my synthesis, which is that fostering effective group work requires time and training, with explicit learning objectives for the skills practiced in group specific tasks. As Kirschner et al. puts it, “We may need to be taught how to communicate and coordinate carrying out complex tasks in order to optimize transactive activities and construct better knowledge and skill schemas (Zambrano et al. 2018).”
Kirschner et al. also highlight the different considerations we need to make for students based on what they already know. In fact, they seem to suggest that students with low levels of domain-specific knowledge can benefit the most from engaging in group tasks, whereas students with higher level of expertise may have their learning hindered by the additional elements introduced by collaboration. Here’s two relevant quotes on this:
“When teams are composed of learners with a low level of domain-specific knowledge, these novices need to be involved in cognitively demanding search-based problem solving, whereas when they are knowledgeable, this is not the case as the learners can probably deal with the problems using their available knowledge base. Also, when teams are composed of learners with a low level of domain-specific knowledge, there is a greater potential for a larger increase in collective WM than when individuals have high levels of domain-specific knowledge required by the task.”
“With respect to cognitive load, if learners have relevant knowledge to carry out a task, communication and coordination activities may be unnecessary or even detrimental to learning. When there is little domain-specific knowledge, the cognitive load incurred by transactions could positively impact learning but where there is a great degree of expertise, and thus where transactions are either unnecessary for or detrimental to learning (Zambrano et al. 2017b), the cognitive load incurred could negatively impact learning.”
I’m glad I reviewed this article, as it has helped me to clarify my thinking about assigning group work.
To summarize the key point I’m revising my thinking about group work on:
From “new concepts and information should not be introduced during group work. Group work should be used for reinforcing, consolidating, and applying information students have already been exposed to”
When assigning group work, ensure that the task is complex enough to warrant collaborative effort.
I’ll provide an updated decision-tree and guiding document to reflect this learning soon.
I recently shared a fascinating study on the impact of the historical legacy of a place, which found that students living in neighborhoods with a legacy of economic and residential segregation had greater odds of dropping out of high school compared to their peers in other neighborhoods.
The existing social capital of a neighborhood, in other words, is associated with the historical legacy of that particular place.
This makes a lot of sense to those of us that work in communities with legacies of poverty and trauma. And it also relates to a concept that Will shared here back in 2012: hysteresis. As explained on Wikipedia, hysteresis refers to “the dependence of the state of a system on its history.” This concept can be applicable to a wide range of systems—in our case here, we are considering socio-ecological systems.
Another recent study presents further support for the impact of the legacy of a place on people. Researchers used online surveys of the “big five” personality traits (openness, conscientiousness, extraversion, agreeableness, and neuroticism) and examined them in connection to a region’s historical legacy associated with industrialization during the 19th and 20th century.
Their results suggest “that the massive industrialization of the 19th and 20th centuries had long-term psychosocial effects that continue to shape the well-being, health, and behaviors of millions of people in these regions today.”
“. . . .Our research shows that a region’s historical industries leave a lasting imprint on the local psychology, which remains even when those industries are no longer dominant or have almost completely disappeared.”
The author concludes that “Without a strong orchestrated effort to improve economic circumstances and people’s well-being and health in these regions, this legacy is likely to persist.”
Granted that this study is based on data gathered from online surveys. But the “big five” survey has a fairly robust research base behind it and predicts academic achievement and parenting behavior (you can also take the survey yourself; I found my own results enlightening). But of course, further research into the impacts of the historical legacy of a place should continue to be pursued.
In the meantime, for those of us who work with children raised in communities that bear the legacies of injury, we need to be mindful not only of the individual needs of the children before us, but furthermore the history of the place within which they live.
Research: The Industrial Revolution Left Psychological Scars That Can Still Be Seen Today, Martin Obschonka / Harvard Business Review
A central argument posited by this blog is that context matters. In order to truly understand a school as an organization, you have to account for the physical and social factors of that specific school.
This argument pushes back on the dominant narrative in ed reform that schools are more or less comparable, and if not universally comparable, then at the very least, by grouping according to “peer groups” by similarities in demographic inputs, such as free-and-reduced lunch or ELL populations.
Yet there is a risk, too, in taking such an argument too far, and claiming that local context is everything — and that meaning can therefore only be determined subjectively by those who exist within that local context. Such an extreme argument would suggest that there are no universal statements that can be made about schools.
We can see this play out with music across the world. Is the meaning of music solely determined by the culture that produces it? Or are there traits of music that are universal?
Interestingly, cognitive psychologists side with the latter (universal), while ethnomusicologists fight for the former.
A recent study suggests that ethnomusicologists are being too precious, and that there are universally recognized traits of music. At the very least, people from across the world can identify whether a song made by a small-scale society is a lullaby, dance, made for healing, or an expression of love.
Similarly, I think there are universal traits and principles of effective and ineffective schools that we can discuss. So while I stress—and this blog hinges upon—the importance of acknowledging the strong influence of local context, I also don’t want to take that argument to an extreme.
Context matters—I believe much more than we generally recognize when it comes to schools and many other things—but it’s not everything.
—A Study Suggests That People Can Hear Universal Traits in Music, Ed Yong / The Atlantic