Small Groups That Work: When Do They Accelerate Learning for Multilingual Learners?
Small groups can accelerate learning for multilingual learners—or quietly reduce access to language and content. Learn when they work and how to design them well.
Small groups can accelerate learning for multilingual learners—or quietly reduce access to language and content. Learn when they work and how to design them well.
🎥 Watch the Webinar: Small Groups That Work — The Science Behind the Results
Recording of Part 1
Recording of Part 2
Small-group instruction is a staple of elementary literacy. More than 90% of teachers report pulling small groups three to five days a week, often consuming the bulk of a 120-minute literacy block. Yet research continues to reveal a paradox: small groups can accelerate learning — or quietly undermine it. The variable isn't whether small groups "work," but when they work, under what conditions, and for whom. For multilingual learners, the stakes are even higher because time is both literacy and language. Silent seatwork, long rotations, or low-value centers reduce access to vocabulary, syntax, morphology, discourse, and content knowledge — all of which are essential for reading comprehension and writing.
By third grade, the reading ability range within a single classroom can span several grade levels. Diverse needs make small groups appealing; precision makes them effective. But time and opportunity are not distributed equally. When multilingual learners are pulled from science and social studies to attend leveled intervention groups, they lose knowledge-building opportunities that later drive comprehension. When centers rely on independent, silent tasks, students lose oral language practice that drives vocabulary and morphological awareness. These opportunity costs accumulate across the year — and across years.
When well-designed, small groups allow teachers to target specific skills, provide immediate feedback, increase opportunities to practice, and boost student talk time. In fact, combined whole-class + small-group structures outperform whole-class instruction alone, especially when the purpose is to deepen mastery or address specific learning needs.
For multilingual learners, these benefits expand beyond decoding and fluency. Oral rehearsal, articulation, prosody, vocabulary, morphology, and cross-linguistic noticing all gain lift in a small group when talk and feedback are central. Small group is not remediation — it is acceleration.
✅ What Accelerates Learning
Skill-based grouping (not ability levels)
Paired whole-class + small-group structure
High student talk time and oral rehearsal
Frequent group adjustments (weekly)
Immediate, targeted feedback
❌ What Undermines Learning
Permanent 'low' groups
Universal rotations as routine
Silent seatwork and worksheets
Pull-outs during science/social studies
Long transitions eating instructional time
Scholars also warn that small groups can inadvertently harm learning when implemented as routine rather than design. Rotations and logistics consume valuable instructional minutes. Ability grouping can become a sorting mechanism that locks students into permanent "low" groups, restricting access to grade-level content. Silent centers reduce language exposure, and pull-outs during knowledge-building subjects can compound inequities for multilingual learners. In a typical 120-minute block, transitions can consume roughly 20 minutes, leaving vulnerable readers with fewer instructional minutes and less feedback than peers.
The caution is not about the strategy itself, but about efficiency: How much teacher-led time are students actually receiving? What are the other students doing? Does the structure support learning or simply manage bodies?
An evidence-based alternative begins with whole-class instruction. Whole group is efficient for explicit, systematic phonics, spelling, core content, read-alouds, and discourse. After a 20-30-minute foundational skills whole group lesson, a couple of small groups provide students in need of additional support with an additional 15 minutes of highly targeted practice. Students in need now receive more total instruction — not less — while still participating in vocabulary, comprehension, oral language, and writing.
This combined structure prioritizes dosage, feedback, and talk time while preserving access to knowledge-building content. For multilingual learners, that access is non-negotiable.
Effective grouping depends on clarity of purpose. Skill-based grouping is stronger than level-based grouping because it targets the variable that changes learning. Teachers can use data to group students based on:
The goal is not the group itself, but the skill being reinforced, practiced, or transferred. Groups should adjust frequently — ideally weekly — as mastery shifts.
Teachers, coaches, and leaders do not need to abandon small groups. They need to refine them. The research suggests doing more of what increases learning — using whole-class instruction for efficiency, grouping by skill and language demands, maintaining access to core content, increasing student talk time, and connecting small-group work to the live unit of study. Coaches can emphasize flexibility, short lessons, and strong feedback routines. Leaders can protect literacy blocks from fragmentation and ensure that Tier II and Tier III supports occur inside the block rather than cannibalizing science and social studies.
Likewise, the field should move away from universal rotations, worksheets and centers as time-fillers, permanent "low" groups, and intervention pull-outs that disproportionately affect multilingual learners. Ability grouping and leveled systems rarely provide an instructional rationale; skill and language demands do.
Summary: Key Takeaways for Leaders and Educators
Small groups work when they are purposeful, precise, and connected to the broader architecture of instruction. Here's what the research says to do:
Two recent Education Week pieces offer thoughtful, research-informed perspectives on this ongoing conversation:
“Yes, Small-Group Reading Instruction Works. But Use It Wisely” — Nell K. Duke & Claude Goldenberg. Provides a balanced argument for combining whole-class and small-group models, especially when grouping is tied to skill needs and Tier II/Tier III supports. Emphasizes benefits for multilingual learners and highlights talk time, targeted instruction, and data as key levers.
“Small-Group Reading Instruction Is Not as Effective as You Think” — Mike Schmoker & Timothy Shanahan. Argues that overreliance on rotations reduces total instructional time and limits dosage of read-alouds, vocabulary, discourse, and writing. The authors advocate for more whole-class instruction to expand access and efficiency.
Together, these two articles reflect a broader scholarly consensus that the debate is not about choosing between whole-group or small-group instruction — but about instructional efficiency, opportunity cost, and access to high-value literacy experiences.