Modeling in Fluency Instruction

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09 August, 2025

text reading fluency

Teacher Question

At our school, we test students oral reading fluency three times a year (aimswebPlus), and we teach fluency in both our Tier 1 and Tier 2 programs. I believe that I have a good understanding of how to teach fluency using repeated reading. However, one step in that process that I’m unsure of is modeling. How much fluency modeling should a teacher do and how is that best accomplished?

Shanahan responds:
Since the National Reading Panel (2000) determined fluency instruction to be beneficial, I’ve been queried often about it. Those questions have focused on text difficulty, amounts of fluency practice, role of speed, inclusion of comprehension questions, how to pair students, and so on. I don’t remember ever before getting a question about modeling.

Some aspects of literacy instruction are obvious sites for modeling or demonstrating. Teachers often profitably provide such support when teaching comprehension strategies or when guiding kids to write or print letters and words.

It is very reasonable pedagogy to show someone how to do something and then to give them a chance to emulate what you demonstrated. Then, of course, the teacher must carefully observe those attempts at replicating the model.

If students miss the mark by too much, then the whole thing should be repeated – with the teacher again demonstrating and explaining the skill. When there is a flaw in the kids’ attempts, that problem should be addressed in the reiteration.

When kids do a reasonably good job duplicating a teacher’s model – not perfect, perhaps, but close enough, I would eschew further modeling. An emphasis on guided practice would be the better route forward in that case.

That all makes sense – and, yet the how to of all that might not be so clear when it comes to text reading fluency. What is it that a teacher is supposed to demonstrate and how do you know when to offer more modeling and when to emphasize guided practice instead?

Books and articles on fluency usually recommend modeling (Algozzine, Marr, Kavel, & Dugan, 2009; Archer & Hughes, 2011; Donaldson, 2011; Harrison, 2011; Josephs, 2010; McBride, 2016) though they rarely provide much in the way of specifics. Their descriptions of fluency teaching reveal some apparent but unacknowledged differences in opinion about both the purposes and the methods for fluency modeling. In some cases, the advice is aimed at communicating general ideas about fluency – like phrasing or reading rate. Other authorities promote a more close mimicking of the reading of specific sentences, paragraphs, or pages. 

Are practices like “reading while listening” or “choral reading” forms of modeling or types of guided practice? The literature doesn’t acknowledge the importance of that distinction.

I know of no recent studies of fluency modeling, but several such studies were meta-analyzed a couple decades ago (Chard, Vaughn, & Tyler, 2002). Basically, the researchers concluded that modeling provided clear immediate benefits – kids comprehended the texts better when they had already been modeled or they read more words right. None of the studies provided convincing evidence of higher reading achievement or fluency improvement that generalized to other passages due to modeling.

Given all that, this is one of those times when experience is the truest guide.

General Fluency Modeling

Early in the school year, when introducing how fluency will be dealt with in your classroom, it’s a good idea for teacher and kids to get on the same fluency wavelength.

Teachers who agree with this often depend on modeling to accomplish it. They read some short portions of text aloud, pointing out fluency features that they want the kids to notice. 

“I read the author’s words. I didn’t change the words or put in other words.” Or “I stopped at the periods and slowed down when I came to a comma.” With those interjections, they may reread a portion of the text to be sure the students noticed.

That seems like reasonably good instructional practice to me, though you might want to change that up a bit to increase engagement.

Personally, I’d include some negative demonstration.

Be careful here… negative models can have unintended consequences, though I’ve never seen that happen with fluency training.

I’ll read a text very slowly and ask students to evaluate my effort. They usually love to point out my problems and to tell me how to read the text. Perhaps, I’ll try it again, bragging that I’m not one of those readers who plods along too slow. This time, I’m likely to race through the text at the speed of light, so fast as to be unintelligible. If the kids were happy to point out my initial problem, now they are beside themselves. “That’s too fast, Dr. S, go slower!” they boom.

We discuss the need to read text at about the speed that we talk, neither slower nor faster. I explain why this matters: we’re practicing fluency to improve our ability to translate print into language that we can understand.

Kids don’t need much explanation for why it matters that we read the author’s words. That’s obvious even to 5- and 6-year-olds. What students often are unaware of is the importance of staying honest with yourself in this regard during silent reading. One of the benefits of oral reading practice is it forces kids to try to decode each word. That, in fact, is why oral reading practice is so good for fluency; teacher and students can hear the problems and the improvements.

But that doesn’t mean that fluency is about oral reading. Readers must be fluent in silent reading, too.

They might try every word when reading aloud, but that may not be the case when reading silently. There it is all too easy to elide and skip those unknown words or to hurry along without correcting any miscues. I might raise this issue by making some oral reading errors in my demonstration, showing the kids how I go back and fix those mistakes. Then we discuss how that needs to work during silent reading.

There are also issues of pausing, punctuation, and typography. In each case, I model both disfluency and fluency. I think the contrasting models makes the features more accessible.

This kind of introductory modeling is worth a serious investment of time – I wouldn’t hesitate to spend 30 minutes on that. I tend to do this all at once, but it can be broken into a series of shorter lessons, addressing each criterion, one at time, over several days.

Usually, such sessions end with the kids formulating a list of “dos and don’ts” for a bulletin board or we include those criteria in a partner reading evaluation form.

I know there are fluency teaching schemes that provide a short version of this with each lesson, usually with little explanation or discussion of the model (e.g. Mize, et al., 2024). I don’t agree with that approach.

Such ongoing, brief, non-explained modeling provides nothing likely to help kids read better.

Likewise, I see teachers schedule daily “model reading” lessons. What they mean by this is that they are reading a chapter book aloud to the class. Kids can learn things from being read to (vocabulary growth is the most obvious payoff). But I’d be very surprised if such reading had any impact on fluency beyond the first weeks of kindergarten.

After one or two of those modeling and explanation sessions, this aspect of modeling would be reduced to occasional brief reviews of the criteria recorded on that bulletin board.

Ongoing Modeling

Otherwise, modeling – if effective – must be briefer, more targeted, and of a somewhat different character.

What does that look like?

Ongoing modeling is more about guiding students to succeed with specific texts. Choral reading or reading while listening are examples of this kind of thing – and as such, these activities should be followed by oral reading practice of those same texts by the individual participants.

I recommend that teachers not carry out these activities with especially long chunks of text. The benefits of this kind of modeling depends heavily on student memory. Even with a full page, readers aren’t likely to remember many words or where pauses were needed.

That’s why I prefer more interactive and individual fluency activities such as paired reading with close teacher supervision, for instance.

With partner reading, the two students alternately read or guide. The reader tries to read a sentence or paragraph fluently, and the partner helps. Perhaps the partner helps with a misread word or marks the word for later attention if neither knows it. After a reading, the partner may recommend a rereading and give some feedback on the different criteria.

Kids vary in the quality of this partnering. That’s the reason for the close supervision – with the teacher monitoring different pairs throughout the lesson. By monitoring I mean more than observation or evaluation. This requires real involvement and active guidance.

The teacher both guides the fluency development, while promoting better partnering.

If students read a sentence poorly, have them try again. Often that is all that is needed to make the reading fluent (and partners often fail to ask for it). The teacher’s interjection is a lesson for both reader and guide.

In other cases, the repetition fails to have the impact I’d hoped for. The reread is as bad as the original. That is where the modeling comes in.

I read the sentence in question aloud and ask the student to try to do it like I did. That may take more than one or two models and attempts.

Such modeling informs students of the proper pronunciations of misread words, how to deal with the specific punctuation in that sentence, or how to phrase the sentence beyond those punctuation signals.

That example is at odds with recommendations I’ve seen that tell teachers to model text reading on Monday, and have kids practice that text the rest of the week. There is little likelihood that such a model would impact even the kids’ first reading attempt the next day.  

Another practice I don’t encourage is a heavy emphasis on dramatic reading, trying to make dialogue sound sad, angry, or joyful. Remember the reason for fluency work is to enable comprehension. Reading the words in a text accurately, with automaticity, and proper phrasing whether done aloud (or silently in one’s head), puts the text into a form that promotes comprehension.

Trying to invest the proper emotional tone into a text is something that comes after comprehension, not before. We use our comprehension to determine how a character must have felt so that we can then try to read those words with the appropriate emotional tenor. Guiding students to determine those emotional factors is an important part of reading comprehension instruction. Getting kids to translate that information into oral reading presentations belongs more in a speech or drama class than in one aimed at teaching reading.

What are the big take aways?

1.     The purpose of fluency work is to enable reading comprehension – not to prepare students for oratorical or dramatic presentations.

2.     The idea is to teach kids to translate print to language – both for oral and silent reading.

3.     There are two kinds of oral fluency modeling – general modeling which reveals quality criteria and specific modeling aimed at helping students to successfully read certain sentences.

4.     General modeling should include explanations of the how and why of the various fluency features or criteria.

5.     Specific modeling depends on student memory, so we should keep the modeling brief and this should be followed immediately by student efforts to replicate the model. 

References

Algozzine, B., Marr, M. B., Kavel, R. L., & Dugan, K. K. (2009). Using peer coaches to build oral reading fluency. Journal of Education for Students Placed at Risk, 14(3), 256-270.

https://doi.org/10.1080/10824660903375735

Archer, A. L., & Hughes, C. A. (2011). Explicit instruction: Effective and efficient teaching. New York: Guilford Press.

Chard, D., Vaughn, S., & Tyler, B. (2002). A synthesis of research on effective interventions for building reading fluency with elementary students with learning disabilities. Journal of Learning Disabilities, 35, 386-406.

Donaldson, B. E. (2011). Fluency instruction in contemporary core programs. Unpublished doctoral dissertation, Utah State University.

Harrison, K. S. (2011). Exploring the growth of text-reading fluency in upper-elementary English Language Learners during instruction based on repeated reading. Unpublished doctoral dissertation, University of San Diego.

Josephs, N. L. Using peer-mediated fluency instruction to address the needs of adolescent struggling readers. Unpublished doctoral dissertation, Georgia State University.

McBride, S. N. (2016). A focus on fluency: Reading fluency instruction for Tier 2 and Tier 3 Students at Lancashire Elementary School. Unpublished doctoral dissertation, University of Delaware.

 LISTEN TO MORE: Shanahan On Literacy Podcast

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Gail Brown Aug 09, 2025 07:55 AM

Thanks Tim
GREAT post about fluency and, like you, I’ve been supporting teachers in Australia to scaffold fluency for their students…
Totally agree with all your comments on modelling and isn’t that why YouTube is such a success - it provides models of almost everything!
I’ve found different teachers have different views about fluency - and I have learned to suggest 3 types of modelling: Oral reading fluency, Silent Reading Fluency and Expressive Reading Fluency. This meets different student and teacher needs - as some teachers & their students loved learning how emphasis, pausing and tone change meaning when reading. Readers Theatre is an inclusive and fun way for students to be motivated and enjoy reading! Thanks so much for confirming some of the teacher professional learning that I’ve been doing for many years!

susan m. marks Aug 09, 2025 02:19 PM

Thank you for your informative post. It was very useful, but I don't see the logic on encouraging kids " to translate that information (emotional factors) into oral reading presentations belongs more in a speech or drama class than in one aimed at teaching reading. Read with fluency and understanding of a character's feelings isn't a "presentation," it IS comprehension. Many students don't enjoy reading because it's just black and white on the page. The more we help students fill those words with life, the more they can see reading as an activity to be enjoyed, not a chore to be completed.

steven rosenberg Aug 09, 2025 11:46 AM

Just as problems with decoding prevent fluent reading so do problems with comprehending. Comprehending promotes accurate decoding and appropriate expression. Readers need to have at least some comprehension of a text in order to read it fluently; decoding, fluency and comprehending interact.

In addition, some students have problems with fluency because they are not knowledgeable about sentence structure. They may not know to stop at a period because they don't know what a sentence is. Sentence level knowledge (i.e. components of simple, compound and complex sentences) promotes fluency, comprehension and composition.

Dr. Bill Conrad Aug 09, 2025 12:35 PM

Fluency plays a key role in supporting the theory of action for the science of reading. Not having to laboriously decode each word in a text passage allows for more mental effort to be devoted to comprehension - deriving meaning from the text.

The I do - we do together - you practice individually with coaching support is a powerful instructional practice that is sure to improve fluency as Tim describes!

Well done article with lots of very practical and effective recommendations to improve student reading fluency!

Well done Tim

Chavaleh Nophsker Aug 09, 2025 12:42 PM

I listened to the podcast first thing this morning- I enjoyed it so much. I plan to use this post/pod as a basis for a PLC with my teachers. Thank you for your work!

Sarah Gannon Aug 09, 2025 12:53 PM

I’m always surprised when fluency is discussed that there is very little mention of Maryanne Wolf’s work. As you know, fluency is the manifestation and coordination of the brain processes related to the reading circuit. Of course, modeling and practicing reading can be helpful, but to get at the root cause of disfluency, teachers need to know how to address all aspects of word knowledge (identified by the acronym POSSUM from Wolf: Phonology, Orthography, Semantics, Syntax, Understanding, and Morphology).
Teaching both accuracy and automaticity in each of these areas should be common practice among elementary school teachers, in particular for students who are at risk for reading challenges.

Praba Soundararajan Aug 09, 2025 09:37 PM

Hi Tim,

Great article! What are your thoughts on Readers theater to help with fluency?

Thanks
Praba

Lauren Aug 10, 2025 01:06 AM

Sometimes I would like a clearer definition of fluency: Rate, accuracy, prosody, phrasing... We give assessments three times per year which measure reading fluency and reading accuracy. The accuracy test takes into account how many words students missed. The fluency test just measures how fast students read, or how many words they read in one minute. The problem that I have is that I will work with students on phrasing and prosody. The phrasing work encourages students to slow down and pause and think about the meaning of what they are reading. When students do phrased reading exercises, they really do sound better! I think it helps them. The problem is that they do worse on the reading fluency assessment because they are not reading as fast. Any thoughts on this conundrum? The so called reading fluency assessment really just measures rate and speed. Isn't there more to fluency?

Lori C Josephson Aug 10, 2025 03:02 AM

An additional way to improve fluency is to have students record themselves reading aloud and have them listen to themselves. It i often eye opening for the students, particularly older students to 'hear' how they sound when reading aloud. This has been motivational for many students I have directly and indirectly taught (I mentored their teachers.

Dr. Bill Conrad Aug 10, 2025 05:54 PM

Hi Lauren!
Again your comment is a breath of fresh air! I loved using prosody to engage and instruct students during fluency exercises!

There is nothing like reading the Jaberwalky orally with some meaningful prosody!

Donna Hejtmanek Aug 10, 2025 11:13 AM

One of the best approaches that I have seen especially for struggling readers is this model. In EBLI (Evidence-Based Literacy Instruction), "Read, Read Back, Read Again" is a supported reading strategy where students read a text, receive error corrections, and then reread the text. This process helps improve fluency, accuracy, and comprehension by providing immediate feedback and repeated practice.
Here's a breakdown of the three steps:
1. Read:
.
The student reads the text for the first time, allowing the teacher to assess their accuracy and identify areas needing support.
2. Read Back:
.
The teacher provides immediate error corrections, focusing on the specific sounds or words that were misread.
3. Read Again:
.
The student rereads the same text, incorporating the corrections and practicing the previously challenging parts.
This method is designed to be used in various settings, including whole-class, small-group, and one-on-one instruction. The teacher or support person is positioned across from the student to provide corrections in real-time as other students follow along.

Cath Aug 10, 2025 11:57 AM

I think this could open up a whole series on fluency as this is a hot topic at the moment!


All the questions you stated
- are they paired in like or mixed ability?
- do they all ready the same passage?
- how many times per week and for how long?

Help ????

Timothy Shanahan Aug 11, 2025 12:18 PM

Lauren--

The purpose of fluency assessment should be to find out how fluent kids are -- how well they can translate text into oral language. When students are assessed, they should be trying to read the text for comprehension not racing through to see if they can get an especially high score. If what comes ouf the of the students' mouths does not sound like language, they are either disfluent or the test in invalid. Too many teachers have gotten the idea that they need to make the scores look good, rather than making the students good readers. This would be worth a faculty meeting to focus in on the purpose of all this.

tim

Timothy Shanahan Aug 11, 2025 12:23 PM

Praba-

Any instructional approach that engages kids in reading challenging texts aloud with feedback and repetition seems to be advantageous, including Readers Theatre. I'm not a big fan of it, at least the ways that it is usually used. Typically, the scripts are uneven in terms of how much reading each kid gets to do (of course, swapping parts can even that out -- if that is done). Too often the poor readers are given the easiest parts. Also, dialogue is different from the kinds of language that one experiences in the reading of most texts, so the practice is very partial. I think Readers Theatre is best as a reward (kids think it is great fun), so insert it once in awhile to goose things up and to keep motivation high.

tim

Lauren Aug 11, 2025 11:13 PM

Thank you for your reply Dr. Shanahan. At the district level, they do love their data and unfortunately program effectiveness is judged by it. I may have to tell my students to forget what I've been teaching them for this one testing occasion and read as fast as they can! I will try to bring up some of my concerns, but voicing them does not make me much of a favorite...

Dr. Conrad, I love The Jabberwocky... particularly when read with a good Scottish Brogue.

Molly Bishop Aug 14, 2025 06:09 PM

Thanks for an excellent article on an important topic.

As a reading intervention teacher for 20 years, fluency was one thing that the 2nd grade teachers were concerned about. One of my schools invested in Read Naturally, which does have modeling. I found that some children did very well with this, but I had a whole group of others who kept reading one. word. at. a. time, no matter how much modeling I did.

I found with those children that what worked best was information on how sentences were constructed, how to read a sentence, and how it differed from a list. I think they had been so drilled on sight words that they saw reading as reading this word. And now this word. Also, many of them were second language learners and needed direct instruction on how English sentences were constructed. I also saw this in older students I was asked to assess, who could read all the words correctly, but who had severe comprehension problems once the sentence structures included subordinate phrases.

I also found the fastest way to improving both fluency and comprehension was to spend time on readers' theater. Although performance can interfere with comprehension, it can also very much deepen it.

Gaynor Aug 20, 2025 02:04 AM

I assume i am not the only one who as student had an attack of nerves when asked to read aloud. This is especially true if my reading was being assessed. When I sat my first external exam in secondary English , I read the comprehension extract through a number of times but had no idea of what it meant . My mind went blank . Sheer panic had set in because if you didn't pass this exam you failed the entire year and had to repeat everything. I certainly learned in a brutal way that reading was about decoding words plus comprehension. When doing round robin reading in class panic would set in again and I couldn't even breathe ! This made for very dramatic sounding reading and the whole class laughed. Anyway I did pass my English exam and with time became more confident doing exams but I have trouble with public speaking.
Just a wee reminder reading i achievement is also about feeling confident and secure. I hope this is relevant to the discussion. The term reading mileage comes to mind and I learned confidence , I think by reading a large number of controlled vocabulary fun children's mystery and adventure stories like Enid Blyton.. In the 1970s , even libraries started removing this genre from their shelves because of their restricted vocab. A big mistake I believe.

Timothy Shanahan Aug 20, 2025 08:40 AM

Gaynor--
Yes, indeed, it is a common experience among children that being asked to read to the group or the class is anxiety provoking. I was a good reader and I suffered from the same problem. That's one of several reasons why typical round robin reading is not a good idea. However, partner reading is a different thing altogether. Kids are reading to a partner, everyone is taking terms, a dozen kids are reading at the same time, etc. The kids are not "on stage," they are practicing or working, not performing. Also, I am a big fan of controlled vocabulary readers as well -- especially for kids to take on themselves, though Elfrieda Hiebert has had notable success combining decodability and controlled vocabulary in beginning instructional materials (and if I were back teaching first grade, that would be the way I would go.

tim

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Modeling in Fluency Instruction

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One of the world’s premier literacy educators.

He studies reading and writing across all ages and abilities. Feel free to contact him.

Timothy Shanahan is one of the world’s premier literacy educators. He studies the teaching of reading and writing across all ages and abilities. He was inducted to the Reading Hall of Fame in 2007, and is a former first-grade teacher.  Read more

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