Every two months, I reprint this post so that new subscribers learn about these resources. I have many free resources, including excerpts and student hand-outs, available from all “my” books (“my” is quotation marks because several are ones I ...
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  1. Free Resources From All “My” Books
  2. Classroom Instruction Resources Of The Week
  3. Apparently, Data Driven Learning Related To Language Learning Doesn’t Mean What You Think It Does
  4. The Best Resources For Teaching Social Studies To English Language Learners
  5. This Week’s Free & Useful Artificial Intelligence Tools For The Classroom
  6. More Recent Articles

Free Resources From All “My” Books

 

Every two months, I reprint this post so that new subscribers learn about these resources.

I have many free resources, including excerpts and student hand-outs, available from all “my” books (“my” is quotation marks because several are ones I have co-authored or edited). Clicking on the covers will lead you to them.

Katie and I have begun work on a new book for both ELL and non-ELL educators.  Look for it in Spring, 2027!

Coming up with an idea for a book and then getting a contract with a publisher for it is great – up until the time one actually has to write it 🙂

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Helping Students Motivate Themselves: Practical Answers To Classroom Problems.
 

 

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Classroom Instruction Resources Of The Week

 

Each week, I publish a post or two containing three or four particularly useful resources on classroom instruction, and you can see them all here.

You can also see all my “Best” lists on instructional strategies here.

Here are this week’s picks:

When Feedback Creates Readers (and When It Doesn’t) is from From Experience To Meaning. I’m adding it to The Best Resources For Learning How To Best Give Feedback To Students.

Here are instructions to a Talking Points activity from Ilana Horn. I’m adding it to The Best Posts & Articles On How To Teach “Controversial” Topics.

4 Ways to Make Story Problems More Engaging and Accessible is from Edutopia.

This is from Dan Meyer:

Here are some slides and handouts from Anand Bernard’s talk at Utah’s state math teacher conference last week. Who is Anand Bernard? No one I knew before last week, but I attended his talk and I liked it a lot. He and I nominally covered similar ground at UCTM—how to help students learn and love learning math—but Anand covered it on the level of classroom routines and rituals, which has never been a particular area of strength of mine.

Why Modeling Matters in Elementary Writing Instruction is from IES. I’m adding it to THE BEST RESOURCES TO LEARN ABOUT THE IMPORTANCE OF TEACHER MODELING.

Great example to use in class

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— Larry Ferlazzo (@larryferlazzo.bsky.social) February 7, 2026 at 9:44 AM

The Research on Protecting Teacher Well-Being is from Edutopia.

     

Apparently, Data Driven Learning Related To Language Learning Doesn’t Mean What You Think It Does

akshayapatra / Pixabay

 

I’ve never been a big fan of being “data-driven” in education (see The Best Resources Showing Why We Need To Be “Data-Informed” & Not “Data-Driven”).

Imagine my surprise, however, when I learned that the term “data driven learning” apparently means something completely different in language learning circles.

I saw a study titled The impact of data-driven learning form-focused tasks on learners’ task engagement: an intervention study.

It sounded like data-driven learning was awfully similar to inductive learning (see The Best Resources About Inductive Learning & Teaching).

So, I asked ChatGPT:

Is data-driven learning (DDL) similar to inductive learning?

Here’s its answer:

Yes. Data-Driven Learning (DDL) is closely related to inductive learning, but they aren’t synonymous. I’d describe DDL as one particular way of doing inductive learning, especially in language teaching.

In inductive learning, students examine examples and try to infer a pattern or rule rather than having the teacher give them the rule first:

Examples → notice patterns → formulate rule → test/use rule

In Data-Driven Learning, the examples—the “data”—typically come from a language corpus, meaning a large collection of authentic language. Students examine multiple examples of a word, phrase, grammatical construction, collocation, etc., and look for patterns.

For example, rather than telling English learners:

“Interested” is normally followed by “in.”

you might give them corpus examples:

She’s interested in science.
They’re interested in learning English.
I’m interested in the position.
He became interested in photography.

Then ask:

“What word usually comes after interested? What pattern do you notice?”

The students discover interested + in, which makes this both DDL and inductive learning.

The important distinction

You can have inductive learning without DDL. A teacher might create five sentences illustrating the past tense and ask students to determine the rule. That’s inductive teaching, but it isn’t normally considered DDL because students aren’t investigating corpus/language data.

And DDL doesn’t have to be completely inductive. A teacher could tell students a rule first and then have them use corpus data to investigate whether, when, and how the rule operates. That’s DDL being used more deductively.

So I’d represent the relationship roughly as:

Inductive learning = the broader instructional approach
DDL = learners acting somewhat like “language detectives,” using authentic language data to discover or investigate patterns.

For ELL teachers, I think “inductive learning using authentic language data” is probably the clearest one-sentence explanation of DDL.

     

The Best Resources For Teaching Social Studies To English Language Learners

ArtsyBee / Pixabay

 

I have tons of “Best” lists related to teaching Social Studies to ELLs and English-proficient students alike, but realized I never published one specific list for ELLs, as I’ve done for math and science.

So, here goes:

First, here are various “Best” list collections:

Social Studies

Teaching About Current Events

Tools For Teaching About Economics and Jobs

Wars In History

 

Here are some of my other previous posts:

Guest Post: Teaching Social Studies To ELLs

Guest Post: How A Social Studies Teacher Can Recognize The “Living History” ELLs Bring With Them

Guest Post: Social Studies, ELLs & “Engagement”

Guest Post: Practical Tips for Working with ELL Students in the Social Studies Classroom

Guest Post: Making Social Studies Accessible to Elementary English Language Learners

A Look Back: “Here’s How My Students Taught Their Classmates A Social Studies Unit – Handouts Included”

What Happens In A Typical Day During My ELL U.S. History Class

 

Here are resources from elsewhere:

Social Studies for English Language Learners: Teaching Social Studies that Matters

Engaging Bi/Multilingual Students in Inquiry & Argument Writing is from Read Inquire Write.

3 Strategies to Support English Language Learners in Social Studies is by Tan Huynh.

Social Studies Instruction for ELLs is from Colorin Colorado.

ELLs and Social Studies

Preparing an Engaging Social Studies Lesson for ELLs: 12 Tips for Educators

Teaching Social Studies to English Language Learners

     

This Week’s Free & Useful Artificial Intelligence Tools For The Classroom

geralt / Pixabay

 

At least, for now, I’m going to make this a weekly feature which will highlight additions to THE BEST NEW – & FREE – ARTIFICIAL INTELLIGENCE TOOLS THAT COULD BE USED IN THE CLASSROOM:

I like the idea behind Visualize.AI – you upload an image of something (car part, appliance, etc.) and that it’s supposed to tell you how it works.  But I didn’t have a lot of luck getting it to do what it says it can do.

I would love 2 hear from tchrs using this system.I’m having difficult time understanding how it’s better than stdnts reviewing rubrics/checklists together & tchrs having ind confs —-How AI Is Helping NYC English Teachers Improve Middle School Reading & Writing www.the74million.org/article/how-…

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— Larry Ferlazzo (@larryferlazzo.bsky.social) February 3, 2026 at 9:58 AM

 

These r great questions. Unfortunately, the article offers no answers, and I’m not sure there are any ——–How Do Workers Develop Good Judgment in the AI Era? hbr.org/2026/02/how-…

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— Larry Ferlazzo (@larryferlazzo.bsky.social) February 3, 2026 at 4:53 PM

AI Transparency Surveys: A Tool for Navigating Student Choices Together appeared in Edutopia.

Beyond the Brainstorming Plateau: What AI for Teachers Could Look Like

Good description of the problem, but next to nothing about what should be done to deal with it

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— Larry Ferlazzo (@larryferlazzo.bsky.social) February 12, 2026 at 2:52 PM

Microsoft Joins Other Companies in Trying to Fill AI Training Gap in Schools www.edweek.org/technology/m… They’ve just created this: elevateforeducators.microsoft.com

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— Larry Ferlazzo (@larryferlazzo.bsky.social) February 13, 2026 at 11:25 AM

Chatbots From Classroom to Conference: Fostering Collaboration in Language Learning with Mizou is from FLT Magazine.

I’m adding this post to THE “BEST” IDEAS FOR USING CHATGPT, BARD, & OTHER FORMS OF AI WITH STUDENTS:

Discernment and reasoning are key skills that are more important than ever for our students. My piece for @middleweb.bsky.social explores this.

Check out two specific things moves any teacher can make around #AI, regardless of their stance, to help kids reason.

www.middleweb.com/53084/teachi…

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— Brett Vogelsinger (@thevogelman.bsky.social) February 15, 2026 at 5:18 AM

I’m adding this post to THE BEST RESOURCES FOR HELPING STUDENTS SEE THE BENEFITS OF WRITING (IN THE AI AGE):

I’m writing a book. Every working day begins with me rewriting what I wrote the day before, and the day before that. If your reaction to that is “AI could save you that trouble,” I know you’re not a writer. Computer programs can’t sleep on it, can’t dream an idea, can’t suddenly realize something.

— Mark Harris (@markharris.bsky.social) February 16, 2026 at 7:57 AM

 

Google Turns On Gemini A.I. for Students Using Its Classroom App www.nytimes.com/2026/08/14/b…

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— Larry Ferlazzo (@larryferlazzo.bsky.social) August 14, 2026 at 12:04 PM

     

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