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100 Writing Practice Lessons & Exercises

by Joe Bunting | 50 comments

Want to become a better writer? Perhaps you want to write novels, or maybe you just want to get better grades in your essay writing assignments , or maybe you'd like to start a popular blog .

If you want to write better, you need practice. But what does a writing practice actually look like? In this post, I'm going to give you everything you need to kick off your writing practice and become a better writer faster.

What Is Writing Practice?

Writing practice is a method of becoming a better writer that usually involves reading lessons about the writing process, using writing prompts, doing creative writing exercises , or finishing writing pieces, like essays, short stories , novels , or books . The best writing practice is deliberate, timed, and involves feedback.

How Do You Practice Writing?

This was the question I had when I first started The Write Practice in 2011. I knew how to practice a sport and how to practice playing an instrument. But for some reason, even after studying it in college, I wasn't sure how to practice writing.

I set out to create the best writing practice I could. The Write Practice is the result.

I found that the best writing practice has three aspects:

Deliberate . Writing whatever you feel like may be cathartic, but it's not an effective way to become a better writer or build your writing skills. You'll get better faster by practicing a specific technique or aspect of the writing process each time you sit down to write.

This is why we have a new lesson about the writing process each day on The Write Practice, followed by a practice prompt at the end so you can put what you learned to use immediately.

Timed . It's no secret writers struggle with focus. There are just too many interesting distractions—Facebook, email, Kim Kardashian's Instagram feed (just kidding about that last one, sort of)—and writing is just too hard sometimes.

Setting a timer, even for just fifteen minutes, is an easy and effective way to stay focused on what's important.

This is why in our writing practice prompt at the end of each post we have a time limit, usually with a link to an online tool egg timer , so you can focus on deliberate practice without getting distracted.

Feedback . Getting feedback is one of the requirements to deliberately practice writing or any other craft. Feedback can look like listening to the reactions of your readers or asking for constructive criticism from editors and other writers.

This is why we ask you to post your writing practice after each lesson, so that you can get feedback from other writers in The Write Practice community. It's also why we set up The Write Practice Pro community , to provide critique groups for writers to get feedback on each finished piece of writing.

Our 100+ Best Creative Writing Practice Exercises and Lessons

Now that you know how we practice writing at The Write Practice, here are our best writing practice lessons to jumpstart your writing skills with some daily writing exercises, for beginner writers to even the most expert writers:

All-Time, Top 10 Writing Lessons and Exercises

These ten posts are our most viewed articles to boost your writing practice:

1. What is Plot? The 6 Elements of Plot and How to Use Them . Great stories use similar elements in wildly different ways to build page-turning stories. Click here to read what they are and learn how to start using them !

2. Top 100 Short Story Ideas . Here are over a hundred writing prompts in a variety of genres. If you need ideas for your next story, check this out!

3. How To Use Neither, Nor, Or, and Nor Correctly . Even good writers struggle figuring out when to use neither/nor and either/or. In this post, our copy-queen Liz Bureman settles the confusion once and for all. Click to continue to the writing exercise

4. Ten Secrets To Write Better Stories . How does Pixar manage to create such great stories, year after year? And how do you write a good story? In this post, I distill everything I've learned about how to write a good story into ten tips. Click to continue to the writing exercise

5. 35 Questions To Ask Your Characters From Marcel Proust . To get to know my characters better, I use a list of questions known as the Proust Questionnaire, made famous by French author, Marcel Proust. Click to continue to the writing exercise

6. How a Scene List Can Change Your Novel-Writing Life . Creating a scene list changed my novel-writing life, and doing the same will change yours too. Includes examples of the scene lists from famous authors. Click to continue to the writing exercise

7. Why You Need to be Using the Oxford Comma . Most people I've met have no idea what the Oxford comma is, but it's probably something that you have used frequently in your writing. Click to continue to the writing exercise

8. Six Surprising Ways to Write Better Interview Questions.  The interview is the most-used tool in a journalist's bag. But that doesn't mean novelists, bloggers, and even students can't and don't interview people. Here's how to conduct a great interview. Click to continue to the writing exercise

9. Why You Should Try Writing in Second Person . You've probably used first person and third person point-of-view already. But what about second person? This post explains three reasons why you should try writing from this point-of-view. Click to continue to the writing exercise

10. The Secret to Show, Don't Tell . You've heard the classic writing rule, “Show. Don't Tell.” Every writing blog ever has talked about it, and for good reason. Showing, for some reason, is really difficult. Click to continue to the writing exercise.

12 Exercises and Lessons To Become a Better Writer

How do you become a better writer? These posts share our best advice:

• Want to Be a Better Writer? Cut These 7 Words
• What I Mean When I Say I Am A Writer
• How to Become a Writer: 3 Simple Steps
• 72% of Writers Struggle With THIS
• 7 Lies About Becoming a Writer That You Probably Believe
• 10 Questions to Find Your Unique Writing Voice
• The Best Writing Book I’ve Ever Read
• The Best Way to Become a Better Writer
• The Creative Writer’s Toolkit: 6 Tools You Can’t Write Without
• Should You Write More or Write Better: Quantity vs Quality
• How to Become a Better Writer in One, Simple Step
• 11 Writing Tips That Will Change Your Life

6 Lessons and Exercises from Great Writers

If you want to be a writer, learn from the great writers who have gone before you:

• 23 Essential Quotes from Ernest Hemingway About Writing
• 29 Quotes that Explain How to Become a Better Writer
• 10 Lessons Dr. Seuss Can Teach Writers
• 10 Writing Tips from Ursula Le Guin
• Once Upon a Time: Pixar Prompt
• All the Pretty Words: Writing In the Style of Cormac McCarthy

12 Genre and Format Specific Writing Lessons and Exercises

Here are our best writing lessons for specific types of writing, including essays, screenplays, memoir, short stories, children's books, and humor writing:

• Writing an Essay? Here Are 10 Effective Tips
• How To Write a Screenplay: The 5 Step Process
• How to Write a Great Memoir: a Complete Guide
• How to Write a Short Story from Start to Finish
• How to Write a Thriller Novel
• How to Write a Children's Book
• How to Write a Love Story
• How to Write a Coming of Age Story or Book
• How to Write an Adventure Book
• 5 Key Elements for Successful Short Stories
• 4 Tips to Write a Novel That Will Be Adapted Into a Movie
• Humor Writing for People Who Aren’t Funny

14 Characterization Lessons and Exercises

Good characters are the foundation of good fiction. Here are our best lessons to create better characters:

• Character Development: How to Create Characters Audiences Will Love
• Writing Villains: 9 Evil Examples of the Villain Archetype
• How NOT to Introduce a New Character
• The Strongest Form of Characterization
• The Most Important Character Archetype
• How Do You Build A Strong Character In Your Writing?
• 75+ Antihero Examples and How to Use Them
• How to Explore Your Characters’ Motivations
• 8 Tips for Naming Characters
• The Protagonist: How to Center Your Story
• Heroes vs. Anti-Heroes: Which Is Right For Your Story?
• The Weakest Form of Characterization
• How to Write With an Accent
• How To Create a Character Sketch Using Scrivener

15 Grammar Lessons and Exercises

I talk to so many writers, some of whom are published authors, who struggle with grammar. Here are our best writing lessons on grammar:

• Is It Okay To End A Sentence With A Preposition?
• Contractions List: When To Use and When To Avoid
• Good vs. Well
• Connotation vs. Denotation
• Per Se vs. Per Say
• When You SHOULD Use Passive Voice
• When Do You Use “Quotation Marks”
• Polysyndeton and Asyndeton: Definition and Examples
• The Case Against Twilight
• Affect Versus Effect
• Stop Saying “Literally”
• What Is a Comma Splice? And Why Do Editors Hate Them?
• Intra vs. Inter: Why No One Plays Intermural Sports
• Alright and Alot: Words That Are Not Words
• The Poor, Misunderstood Semicolon

4 Journalism Lessons and Exercises

Want to be a journalist? Or even use techniques from journalism to improve your novel, essay, or screenplay? Here are our best writing lessons on journalism:

• Six Ways to Ask Better Questions In Interviews
• How Should You Interview Someone? Over Email? In Person?
• What If They Don’t Want to Talk to You?
• Eleven Habits of a Highly Effective Interviewers

16 Plot and Structure Lessons and Exercises

Want to write a good story? Our top plot and structure lessons will help:

• The Ten Types of Story and How to Master Them
• Points of a Story: 6 Plot Points Every Story Needs
• How to Shape a Story: The 6 Arcs
• 7 Keys To Write the Perfect First Line of a Novel
• The Secret to Creating Conflict
• 4 Tips to Avoid Having Your Short Story Rejected by a Literary Magazine
• 7 Steps to Creating Suspense
• 5 Elements of Storytelling
• 3 Important Rules for Writing Endings
• A Writer’s Cheatsheet to Plot and Structure
• Overcoming the Monster
• How to Satisfy Your Reader With a Great Ending
• Pow! Boom! Ka-Pow! 5 Tips to Write Fight Scenes
• The Dramatic Question and Suspense in Fiction
• How to Write a Memorable Beginning and Ending
• How to Write the Perfect First Page

6 Lessons and Exercises to Beat Writer's Block

Writer's block is real, and it can completely derail your writing. Here are six lessons to get writing again:

• How To Write Whether You Feel Like it Or Not
• This Fun Creative Writing Exercise Will Change Your Life
• When You Should Be Writing But Can't…
• What to do When Your Word Count is Too Low
• 7 Tricks to Write More with Less Willpower
• When You Don’t Know What to Write, Write About Your Insecurities

7 Literary Technique Lessons and Exercises

These writing and storytelling techniques will teach you a few tricks of the trade you may not have discovered before:

• 3 Tips to “Show, Don’t Tell” Emotions and Moods
• 3 Reasons to Write Stream of Consciousness Narrative
• 16 Observations About Real Dialogue
• Intertextuality As A Literary Device
• Why You Should Use Symbolism In Your Writing
• 6 Ways to Evoke Emotion in Poetry and Prose
• 3 Tips To Write Modern Allegorical Novels
• Symbol vs. Motif: What’s the Difference

3 Inspirational Writing Lessons and Exercises

Need some inspiration? Here are three of our most inspiring posts:

• Why We Write: Four Reasons
• You Must Remember Every Scar
• 17 Reasons to Write Something NOW

3 Publishing Blogging Lessons and Exercises

If you want to get published, these three lessons will help:

• The Secret to Writing On Your Blog Every Day
• How to Publish Your Book and Sell Your First 1,000 Copies
• How to Get Published in Literary Magazines

11 Writing Prompts

Need inspiration or just a kick in the pants to write. Try one of our top writing prompts :

• Grandfathers [writing prompt]
• Out of Place [writing prompt]
• Sleepless [writing prompt]
• Longing [writing prompt]
• Write About Yourself [writing prompt]
• 3 Reasons You Should Write Ghost Stories
• Road Trip [writing prompt]
• Morning [writing prompt]
• The Beach [writing prompt]
• Fall [writing prompt]
• How to Use Six-Word Stories As Writing Prompts

Is It Time To Begin Your Writing Practice?

It's clear that if you want to become a writer, you need to practice writing. We've created a proven process to practice your writing at The Write Practice, but even if you don't join our community, I hope you'll start practicing in some way today.

Personally, I waited  far  too long to start practicing and it set my writing back years.

How about you? Do you think practicing writing is important?  Let me know in the comments section .

Choose one of the writing practice posts above. Then, read the lesson and participate in the writing exercise, posting your work in the Pro Practice Workshop . And if you post, please give feedback to your fellow writers who also posted their practices.

Have fun and happy practicing!

Joe Bunting

Joe Bunting is an author and the leader of The Write Practice community. He is also the author of the new book Crowdsourcing Paris , a real life adventure story set in France. It was a #1 New Release on Amazon. Follow him on Instagram (@jhbunting).

Want best-seller coaching? Book Joe here.

50 Comments

You have THE BEST content for writing on this blog!!

Thank you, Kristen. This made my morning. 🙂

Thanks Mitch. 🙂

I can’t remember when I started following this website. I have to look in my notebooks because that’s where I did these practices. I didn’t have access to a computer when I did them, so I wrote them out, setting the time limit. But even when I do get to a computer, I have my reservations about putting my practices on the page. even though it’s practice, I want them to be the best, almost perfect. But I know it won’t be. I’ve gotten feedback before that says so. It still gets to me that I didn’t put something together that not everyone liked. I need to get over it. After all, that is what these practices are about: to learn and improve on our craft.

I don’t know either, George, but it’s been several years. Perfectionism is something so many of us face, and it’s made worse when you don’t have a critique community as warm and encouraging as ours is. I hope you and everyone here are always willing to try something new, even if it comes out a little messed up, because you know we’ll support you and try to make you better.

What a great share! Thanks so much!

You’re so welcome, Elizabeth. Thank you for commenting.

when I ran writing classes I wrote. when I am “a member of writing classes” the teacher/leader/facilitator is NOT MY AUDIENCE and so I don’t write as well/as much. I don’t get the feedback I need from fellow students because most of them have never run their own writing projects/workshops. So many people expect you to write their story for them. I’ve actually got quite a few stories of me own. I have finally decided I like owning them. 😉

It sounds like you need a new critique group, Patience! Hope you can find a place where you get the feedback you need.

Wow! Terrific round-up of resources. 🙂

Thanks Stephanie. 🙂

Practice is necessary, period. It doesn’t matter what you want to learn. If you want to improve, practice is vital.

It’s odd. I’ve known and applied that principle for years on a variety of things. Painting. Drawing. Blogging. Gardening. Laundry.

But never writing.

Like you, I had the notion that just writing every day was all it took to improve. Why not the same level of dedication to writing?

Perhaps it’s time to change that!

I can relate, Carrie. It’s easy to confuse the craft of writing with journaling, thinking that you can just write whatever you feel like and you’ll get better, write something worth reading. The truth is that writing interesting things to read is a skill, but the good news is that you can get better at it with practice. Thanks for practicing with us! 🙂

I love these suggestions , and have set Writing Practice as my homepage so the first 15 minutes of my day is spent writing, whether its a practice or exercise here or another that is sprinkled through out this site, Thank you for all you do everyone here at The Write Practice

This is great Debra. I want to write the first 15 minutes of my day too!

I agree with Joe, Do it. Could be your to do list… ( that could lead to something else story wse later)

I love that, Debra. Such a good way to start your day.

Thanks Joe!

The best! Thank you so much for this.

You’re very welcome!

I simply LOVE all the tips and suggestions given on this blog. They are super helpful!

THANK you. We love sharing them with you. 🙂

Hi! You forgot the link to How to Write a Story a Week: A Day-by-Day Guide.

Thanks a lot for your work! This post is amazing.

It’s a great post Thiago. Definitely one of our most shared. Thanks for mentioning it! BTW here’s the link:

https://thewritepractice.com/a-story-a-week/

Wow!! There are so many exercises…. I just love it..! I am gonna really enjoy it..!

Awesome! Thank you for reading and practicing with us. 🙂

I only read halfway , My tootie is jumping all over me, and typing this is a struggle when a 3yr old wants his Toy Story movie on Youtube in this computer. Thank you for this article, will come back later to finish reading.

I know the feeling! Good luck!

Can’t wait to get stuck in with this! 🙂

Very helpful! Thank you!

I’ve just bookmarked this page. Thanks for this wonderful list.

This is awesome! So many helpful tips. I will be coming back to this often. Thanks for posting this!

Wow, so many goodies! Thank you for always providing such amazing content!!

I have enjoyed all these articles. Thank you for the help an inspiration to get my writing on its way. My creativity is boosting with confidence. Tootle loo.

Amazing contents for beginners like me Joe. I am highly inspired by your commitment. Thank you.

Hey, thanks!

Although I have only read half of thisc article, the practice exercises are excellent. Some of them are exactly what a beginning writer like myself needs. I am committing to at least try ALL of them. Thanks Joe!!

very helpful! thank you..

Amazing articles! Thanks so much for sharing!

My god this article made me love this site . You know it’s kinda hard for a beginner writer, who don’t know where to start and fixing goals, even samll ones give us a direction . A place to go , an aim for our creativity so thanks you , this community and this site. Love you all . At your pens ! 😉

Wow. This is great. I find all your posts informative, but this one is the best for me to use as a guide to get my self starting to write….Thank you.

I’m an old lady who wants to publish one more book before I die — have published several, all non-fiction, and done two under contract to a major publisher (reference books). So help me, the BIGGEST problem I have all along, is keeping track of the damned paper work and research that goes into a book!!! Yet I never ever see articles on something as simple as “How to file” — Oh I know, there’s wonderful software these days so probably I will never find a way to get paper organized — everybody will use software and do it on the computer. I’m too old for that — just one look at the learning curve for software, even putting the damned stuff into computer files is even MORE frustrating than paper!! Oh well, somehow I managed in the past to get books published, I may be able to do it one more time.

you enjoy writing more than anything else and you do indeed care to help others write. I love writing but translation from Arabic into English and English into Arabic is taking all of my time from the early hours of the morning till the evening. I will soon get all of your books in order to read them as soon as possible. One thing I am sure of. You know what you are doing very well. Hamzah

Excellent! Many useful tips. Many thanks!

Liz and Joe, I have only looked at a few exercises. Already, I am convinced that your site is one of the best sites out there. Thank your for sharing your wisdom.

Wow, these are the best lessons and exercises for writing. Actually i’m participating in a compitition this wendsday. so, i’m quite nervous and exited. this helped me a lot

Magnificent post ever I have read. This article will help me a lot to write a right way. Thank you.

i need your help to improve to become a better writer please. i think i usually commit moist of these errors and i don;t pay attention to many advices too.

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How to Write a Research Paper

Use the links below to jump directly to any section of this guide:

Research Paper Fundamentals

How to choose a topic or question, how to create a working hypothesis or thesis, common research paper methodologies, how to gather and organize evidence , how to write an outline for your research paper, how to write a rough draft, how to revise your draft, how to produce a final draft, resources for teachers .

It is not fair to say that no one writes anymore. Just about everyone writes text messages, brief emails, or social media posts every single day. Yet, most people don't have a lot of practice with the formal, organized writing required for a good academic research paper. This guide contains links to a variety of resources that can help demystify the process. Some of these resources are intended for teachers; they contain exercises, activities, and teaching strategies. Other resources are intended for direct use by students who are struggling to write papers, or are looking for tips to make the process go more smoothly.

The resources in this section are designed to help students understand the different types of research papers, the general research process, and how to manage their time. Below, you'll find links from university writing centers, the trusted Purdue Online Writing Lab, and more.

What is an Academic Research Paper?

"Genre and the Research Paper" (Purdue OWL)

There are different types of research papers. Different types of scholarly questions will lend themselves to one format or another. This is a brief introduction to the two main genres of research paper: analytic and argumentative. 

"7 Most Popular Types of Research Papers" (Personal-writer.com)

This resource discusses formats that high school students commonly encounter, such as the compare and contrast essay and the definitional essay. Please note that the inclusion of this link is not an endorsement of this company's paid service.

How to Prepare and Plan Out Writing a Research Paper

Teachers can give their students a step-by-step guide like these to help them understand the different steps of the research paper process. These guides can be combined with the time management tools in the next subsection to help students come up with customized calendars for completing their papers.

"Ten Steps for Writing Research Papers" (American University)  

This resource from American University is a comprehensive guide to the research paper writing process, and includes examples of proper research questions and thesis topics.

"Steps in Writing a Research Paper" (SUNY Empire State College)

This guide breaks the research paper process into 11 steps. Each "step" links to a separate page, which describes the work entailed in completing it.

How to Manage Time Effectively

The links below will help students determine how much time is necessary to complete a paper. If your sources are not available online or at your local library, you'll need to leave extra time for the Interlibrary Loan process. Remember that, even if you do not need to consult secondary sources, you'll still need to leave yourself ample time to organize your thoughts.

"Research Paper Planner: Timeline" (Baylor University)

This interactive resource from Baylor University creates a suggested writing schedule based on how much time a student has to work on the assignment.

"Research Paper Planner" (UCLA)

UCLA's library offers this step-by-step guide to the research paper writing process, which also includes a suggested planning calendar.

There's a reason teachers spend a long time talking about choosing a good topic. Without a good topic and a well-formulated research question, it is almost impossible to write a clear and organized paper. The resources below will help you generate ideas and formulate precise questions.

"How to Select a Research Topic" (Univ. of Michigan-Flint)

This resource is designed for college students who are struggling to come up with an appropriate topic. A student who uses this resource and still feels unsure about his or her topic should consult the course instructor for further personalized assistance.

"25 Interesting Research Paper Topics to Get You Started" (Kibin)

This resource, which is probably most appropriate for high school students, provides a list of specific topics to help get students started. It is broken into subsections, such as "paper topics on local issues."

"Writing a Good Research Question" (Grand Canyon University)

This introduction to research questions includes some embedded videos, as well as links to scholarly articles on research questions. This resource would be most appropriate for teachers who are planning lessons on research paper fundamentals.

"How to Write a Research Question the Right Way" (Kibin)

This student-focused resource provides more detail on writing research questions. The language is accessible, and there are embedded videos and examples of good and bad questions.

It is important to have a rough hypothesis or thesis in mind at the beginning of the research process. People who have a sense of what they want to say will have an easier time sorting through scholarly sources and other information. The key, of course, is not to become too wedded to the draft hypothesis or thesis. Just about every working thesis gets changed during the research process.

CrashCourse Video: "Sociology Research Methods" (YouTube)

Although this video is tailored to sociology students, it is applicable to students in a variety of social science disciplines. This video does a good job demonstrating the connection between the brainstorming that goes into selecting a research question and the formulation of a working hypothesis.

"How to Write a Thesis Statement for an Analytical Essay" (YouTube)

Students writing analytical essays will not develop the same type of working hypothesis as students who are writing research papers in other disciplines. For these students, developing the working thesis may happen as a part of the rough draft (see the relevant section below). 

"Research Hypothesis" (Oakland Univ.)

This resource provides some examples of hypotheses in social science disciplines like Political Science and Criminal Justice. These sample hypotheses may also be useful for students in other soft social sciences and humanities disciplines like History.

When grading a research paper, instructors look for a consistent methodology. This section will help you understand different methodological approaches used in research papers. Students will get the most out of these resources if they use them to help prepare for conversations with teachers or discussions in class.

"Types of Research Designs" (USC)

A "research design," used for complex papers, is related to the paper's method. This resource contains introductions to a variety of popular research designs in the social sciences. Although it is not the most intuitive site to read, the information here is very valuable. 

"Major Research Methods" (YouTube)

Although this video is a bit on the dry side, it provides a comprehensive overview of the major research methodologies in a format that might be more accessible to students who have struggled with textbooks or other written resources.

"Humanities Research Strategies" (USC)

This is a portal where students can learn about four methodological approaches for humanities papers: Historical Methodologies, Textual Criticism, Conceptual Analysis, and the Synoptic method.

"Selected Major Social Science Research Methods: Overview" (National Academies Press)

This appendix from the book  Using Science as Evidence in Public Policy , printed by National Academies Press, introduces some methods used in social science papers.

"Organizing Your Social Sciences Research Paper: 6. The Methodology" (USC)

This resource from the University of Southern California's library contains tips for writing a methodology section in a research paper.

How to Determine the Best Methodology for You

Anyone who is new to writing research papers should be sure to select a method in consultation with their instructor. These resources can be used to help prepare for that discussion. They may also be used on their own by more advanced students.

"Choosing Appropriate Research Methodologies" (Palgrave Study Skills)

This friendly and approachable resource from Palgrave Macmillan can be used by students who are just starting to think about appropriate methodologies.

"How to Choose Your Research Methods" (NFER (UK))

This is another approachable resource students can use to help narrow down the most appropriate methods for their research projects.

The resources in this section introduce the process of gathering scholarly sources and collecting evidence. You'll find a range of material here, from introductory guides to advanced explications best suited to college students. Please consult the LitCharts  How to Do Academic Research guide for a more comprehensive list of resources devoted to finding scholarly literature.

Google Scholar

Students who have access to library websites with detailed research guides should start there, but people who do not have access to those resources can begin their search for secondary literature here.

"Gathering Appropriate Information" (Texas Gateway)

This resource from the Texas Gateway for online resources introduces students to the research process, and contains interactive exercises. The level of complexity is suitable for middle school, high school, and introductory college classrooms.

"An Overview of Quantitative and Qualitative Data Collection Methods" (NSF)

This PDF from the National Science Foundation goes into detail about best practices and pitfalls in data collection across multiple types of methodologies.

"Social Science Methods for Data Collection and Analysis" (Swiss FIT)

This resource is appropriate for advanced undergraduates or teachers looking to create lessons on research design and data collection. It covers techniques for gathering data via interviews, observations, and other methods.

"Collecting Data by In-depth Interviewing" (Leeds Univ.)

This resource contains enough information about conducting interviews to make it useful for teachers who want to create a lesson plan, but is also accessible enough for college juniors or seniors to make use of it on their own.

There is no "one size fits all" outlining technique. Some students might devote all their energy and attention to the outline in order to avoid the paper. Other students may benefit from being made to sit down and organize their thoughts into a lengthy sentence outline. The resources in this section include strategies and templates for multiple types of outlines. 

"Topic vs. Sentence Outlines" (UC Berkeley)

This resource introduces two basic approaches to outlining: the shorter topic-based approach, and the longer, more detailed sentence-based approach. This resource also contains videos on how to develop paper paragraphs from the sentence-based outline.

"Types of Outlines and Samples" (Purdue OWL)

The Purdue Online Writing Lab's guide is a slightly less detailed discussion of different types of outlines. It contains several sample outlines.

"Writing An Outline" (Austin C.C.)

This resource from a community college contains sample outlines from an American history class that students can use as models.

"How to Structure an Outline for a College Paper" (YouTube)

This brief (sub-2 minute) video from the ExpertVillage YouTube channel provides a model of outline writing for students who are struggling with the idea.

"Outlining" (Harvard)

This is a good resource to consult after completing a draft outline. It offers suggestions for making sure your outline avoids things like unnecessary repetition.

As with outlines, rough drafts can take on many different forms. These resources introduce teachers and students to the various approaches to writing a rough draft. This section also includes resources that will help you cite your sources appropriately according to the MLA, Chicago, and APA style manuals.

"Creating a Rough Draft for a Research Paper" (Univ. of Minnesota)

This resource is useful for teachers in particular, as it provides some suggested exercises to help students with writing a basic rough draft. 

Rough Draft Assignment (Duke of Definition)

This sample assignment, with a brief list of tips, was developed by a high school teacher who runs a very successful and well-reviewed page of educational resources.

"Creating the First Draft of Your Research Paper" (Concordia Univ.)

This resource will be helpful for perfectionists or procrastinators, as it opens by discussing the problem of avoiding writing. It also provides a short list of suggestions meant to get students writing.

Using Proper Citations

There is no such thing as a rough draft of a scholarly citation. These links to the three major citation guides will ensure that your citations follow the correct format. Please consult the LitCharts How to Cite Your Sources guide for more resources.

Chicago Manual of Style Citation Guide

Some call  The Chicago Manual of Style , which was first published in 1906, "the editors' Bible." The manual is now in its 17th edition, and is popular in the social sciences, historical journals, and some other fields in the humanities.

APA Citation Guide

According to the American Psychological Association, this guide was developed to aid reading comprehension, clarity of communication, and to reduce bias in language in the social and behavioral sciences. Its first full edition was published in 1952, and it is now in its sixth edition.

MLA Citation Guide

The Modern Language Association style is used most commonly within the liberal arts and humanities. The  MLA Style Manual and Guide to Scholarly Publishing  was first published in 1985 and (as of 2008) is in its third edition.

Any professional scholar will tell you that the best research papers are made in the revision stage. No matter how strong your research question or working thesis, it is not possible to write a truly outstanding paper without devoting energy to revision. These resources provide examples of revision exercises for the classroom, as well as tips for students working independently.

"The Art of Revision" (Univ. of Arizona)

This resource provides a wealth of information and suggestions for both students and teachers. There is a list of suggested exercises that teachers might use in class, along with a revision checklist that is useful for teachers and students alike.

"Script for Workshop on Revision" (Vanderbilt University)

Vanderbilt's guide for leading a 50-minute revision workshop can serve as a model for teachers who wish to guide students through the revision process during classtime. 

"Revising Your Paper" (Univ. of Washington)

This detailed handout was designed for students who are beginning the revision process. It discusses different approaches and methods for revision, and also includes a detailed list of things students should look for while they revise.

"Revising Drafts" (UNC Writing Center)

This resource is designed for students and suggests things to look for during the revision process. It provides steps for the process and has a FAQ for students who have questions about why it is important to revise.

Conferencing with Writing Tutors and Instructors

No writer is so good that he or she can't benefit from meeting with instructors or peer tutors. These resources from university writing, learning, and communication centers provide suggestions for how to get the most out of these one-on-one meetings.

"Getting Feedback" (UNC Writing Center)

This very helpful resource talks about how to ask for feedback during the entire writing process. It contains possible questions that students might ask when developing an outline, during the revision process, and after the final draft has been graded.

"Prepare for Your Tutoring Session" (Otis College of Art and Design)

This guide from a university's student learning center contains a lot of helpful tips for getting the most out of working with a writing tutor.

"The Importance of Asking Your Professor" (Univ. of Waterloo)

This article from the university's Writing and Communication Centre's blog contains some suggestions for how and when to get help from professors and Teaching Assistants.

Once you've revised your first draft, you're well on your way to handing in a polished paper. These resources—each of them produced by writing professionals at colleges and universities—outline the steps required in order to produce a final draft. You'll find proofreading tips and checklists in text and video form.

"Developing a Final Draft of a Research Paper" (Univ. of Minnesota)

While this resource contains suggestions for revision, it also features a couple of helpful checklists for the last stages of completing a final draft.

Basic Final Draft Tips and Checklist (Univ. of Maryland-University College)

This short and accessible resource, part of UMUC's very thorough online guide to writing and research, contains a very basic checklist for students who are getting ready to turn in their final drafts.

Final Draft Checklist (Everett C.C.)

This is another accessible final draft checklist, appropriate for both high school and college students. It suggests reading your essay aloud at least once.

"How to Proofread Your Final Draft" (YouTube)

This video (approximately 5 minutes), produced by Eastern Washington University, gives students tips on proofreading final drafts.

"Proofreading Tips" (Georgia Southern-Armstrong)

This guide will help students learn how to spot common errors in their papers. It suggests focusing on content and editing for grammar and mechanics.

This final set of resources is intended specifically for high school and college instructors. It provides links to unit plans and classroom exercises that can help improve students' research and writing skills. You'll find resources that give an overview of the process, along with activities that focus on how to begin and how to carry out research. 

"Research Paper Complete Resources Pack" (Teachers Pay Teachers)

This packet of assignments, rubrics, and other resources is designed for high school students. The resources in this packet are aligned to Common Core standards.

"Research Paper—Complete Unit" (Teachers Pay Teachers)

This packet of assignments, notes, PowerPoints, and other resources has a 4/4 rating with over 700 ratings. It is designed for high school teachers, but might also be useful to college instructors who work with freshmen.

"Teaching Students to Write Good Papers" (Yale)

This resource from Yale's Center for Teaching and Learning is designed for college instructors, and it includes links to appropriate activities and exercises.

"Research Paper Writing: An Overview" (CUNY Brooklyn)

CUNY Brooklyn offers this complete lesson plan for introducing students to research papers. It includes an accompanying set of PowerPoint slides.

"Lesson Plan: How to Begin Writing a Research Paper" (San Jose State Univ.)

This lesson plan is designed for students in the health sciences, so teachers will have to modify it for their own needs. It includes a breakdown of the brainstorming, topic selection, and research question process. 

"Quantitative Techniques for Social Science Research" (Univ. of Pittsburgh)

This is a set of PowerPoint slides that can be used to introduce students to a variety of quantitative methods used in the social sciences.

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Writing a Paper: Writing a Paper

Writing a paper.

The Walden Writing Center staff is dedicated to ensuring your transition to a writing intensive program is a smooth one. In the pages listed on the left you will find all the information you need to master the craft of scholarly writing.

If you are new to scholarly writing, it may be helpful to remember that writing is a process, not an event. Some common steps in the life cycle of a writing project are outlined below. Click each step to access information and resources on that topic, or navigate through our interactive "Life Cycle of a Paper" project at the bottom of the page.

Good luck with your scholarly writing, and if you have questions, Ask OASIS .

Writing Process

Click on each step to find out more about each part of the writing process.

Crash Course in Scholarly Writing Video Playlist

Note that these videos were created while APA 6 was the style guide edition in use. There may be some examples of writing that have not been updated to APA 7 guidelines.

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Didn't find what you need? Email us at [email protected] .

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February 21, 2024

Why Writing by Hand Is Better for Memory and Learning

Engaging the fine motor system to produce letters by hand has positive effects on learning and memory

By Charlotte Hu

Studies continue to show pluses to writing by hand.

Image Source/Getty Images

Handwriting notes in class might seem like an anachronism as smartphones and other digital technology subsume every aspect of learning across schools and universities. But a steady stream of research continues to suggest that taking notes the traditional way—with pen and paper or even stylus and tablet—is still the best way to learn, especially for young children. And now scientists are finally zeroing in on why.

A recent study in Frontiers in Psychology monitored brain activity in students taking notes and found that those writing by hand had higher levels of electrical activity across a wide range of interconnected brain regions responsible for movement, vision, sensory processing and memory. The findings add to a growing body of evidence that has many experts speaking up about the importance of teaching children to handwrite words and draw pictures.

Differences in Brain Activity

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The new research, by Audrey van der Meer and Ruud van der Weel at the Norwegian University of Science and Technology (NTNU), builds on a foundational 2014 study . That work suggested that people taking notes by computer were typing without thinking, says van der Meer , a professor of neuropsychology at NTNU. “It’s very tempting to type down everything that the lecturer is saying,” she says. “It kind of goes in through your ears and comes out through your fingertips, but you don’t process the incoming information.” But when taking notes by hand, it’s often impossible to write everything down; students have to actively pay attention to the incoming information and process it—prioritize it, consolidate it and try to relate it to things they’ve learned before. This conscious action of building onto existing knowledge can make it easier to stay engaged and grasp new concepts .

To understand specific brain activity differences during the two note-taking approaches, the NTNU researchers tweaked the 2014 study’s basic setup. They sewed electrodes into a hairnet with 256 sensors that recorded the brain activity of 36 students as they wrote or typed 15 words from the game Pictionary that were displayed on a screen.

When students wrote the words by hand, the sensors picked up widespread connectivity across many brain regions. Typing, however, led to minimal activity, if any, in the same areas. Handwriting activated connection patterns spanning visual regions, regions that receive and process sensory information and the motor cortex. The latter handles body movement and sensorimotor integration, which helps the brain use environmental inputs to inform a person’s next action.

“When you are typing, the same simple movement of your fingers is involved in producing every letter, whereas when you’re writing by hand, you immediately feel that the bodily feeling of producing A is entirely different from producing a B,” van der Meer says. She notes that children who have learned to read and write by tapping on a digital tablet “often have difficulty distinguishing letters that look a lot like each other or that are mirror images of each other, like the b and the d.”

Reinforcing Memory and Learning Pathways

Sophia Vinci-Booher , an assistant professor of educational neuroscience at Vanderbilt University who was not involved in the new study, says its findings are exciting and consistent with past research. “You can see that in tasks that really lock the motor and sensory systems together, such as in handwriting, there’s this really clear tie between this motor action being accomplished and the visual and conceptual recognition being created,” she says. “As you’re drawing a letter or writing a word, you’re taking this perceptual understanding of something and using your motor system to create it.” That creation is then fed back into the visual system, where it’s processed again—strengthening the connection between an action and the images or words associated with it. It’s similar to imagining something and then creating it: when you materialize something from your imagination (by writing it, drawing it or building it), this reinforces the imagined concept and helps it stick in your memory.

The phenomenon of boosting memory by producing something tangible has been well studied. Previous research has found that when people are asked to write, draw or act out a word that they’re reading, they have to focus more on what they’re doing with the received information. Transferring verbal information to a different form, such as a written format, also involves activating motor programs in the brain to create a specific sequence of hand motions, explains Yadurshana Sivashankar , a cognitive neuroscience graduate student at the University of Waterloo in Ontario who studies movement and memory. But handwriting requires more of the brain’s motor programs than typing. “When you’re writing the word ‘the,’ the actual movements of the hand relate to the structures of the word to some extent,” says Sivashankar, who was not involved in the new study.

For example, participants in a 2021 study by Sivashankar memorized a list of action verbs more accurately if they performed the corresponding action than if they performed an unrelated action or none at all. “Drawing information and enacting information is helpful because you have to think about information and you have to produce something that’s meaningful,” she says. And by transforming the information, you pave and deepen these interconnections across the brain’s vast neural networks, making it “much easier to access that information.”

The Importance of Handwriting Lessons for Kids

Across many contexts, studies have shown that kids appear to learn better when they’re asked to produce letters or other visual items using their fingers and hands in a coordinated way—one that can’t be replicated by clicking a mouse or tapping buttons on a screen or keyboard. Vinci-Booher’s research has also found that the action of handwriting appears to engage different brain regions at different levels than other standard learning experiences, such as reading or observing. Her work has also shown that handwriting improves letter recognition in preschool children, and the effects of learning through writing “last longer than other learning experiences that might engage attention at a similar level,” Vinci-Booher says. Additionally, she thinks it’s possible that engaging the motor system is how children learn how to break “ mirror invariance ” (registering mirror images as identical) and begin to decipher things such as the difference between the lowercase b and p.

Vinci-Booher says the new study opens up bigger questions about the way we learn, such as how brain region connections change over time and when these connections are most important in learning. She and other experts say, however, that the new findings don’t mean technology is a disadvantage in the classroom. Laptops, smartphones and other such devices can be more efficient for writing essays or conducting research and can offer more equitable access to educational resources. Problems occur when people rely on technology too much , Sivashankar says. People are increasingly delegating thought processes to digital devices, an act called “ cognitive offloading ”—using smartphones to remember tasks, taking a photo instead of memorizing information or depending on a GPS to navigate. “It’s helpful, but we think the constant offloading means it’s less work for the brain,” Sivashankar says. “If we’re not actively using these areas, then they are going to deteriorate over time, whether it’s memory or motor skills.”

Van der Meer says some officials in Norway are inching toward implementing completely digital schools . She claims first grade teachers there have told her their incoming students barely know how to hold a pencil now—which suggests they weren’t coloring pictures or assembling puzzles in nursery school. Van der Meer says they’re missing out on opportunities that can help stimulate their growing brains.

“I think there’s a very strong case for engaging children in drawing and handwriting activities, especially in preschool and kindergarten when they’re first learning about letters,” Vinci-Booher says. “There’s something about engaging the fine motor system and production activities that really impacts learning.”

A version of this article entitled “Hands-on” was adapted for inclusion in the May 2024 issue of Scientific American.

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Why writing by hand beats typing for thinking and learning

Jonathan Lambert

If you're like many digitally savvy Americans, it has likely been a while since you've spent much time writing by hand.

The laborious process of tracing out our thoughts, letter by letter, on the page is becoming a relic of the past in our screen-dominated world, where text messages and thumb-typed grocery lists have replaced handwritten letters and sticky notes. Electronic keyboards offer obvious efficiency benefits that have undoubtedly boosted our productivity — imagine having to write all your emails longhand.

To keep up, many schools are introducing computers as early as preschool, meaning some kids may learn the basics of typing before writing by hand.

But giving up this slower, more tactile way of expressing ourselves may come at a significant cost, according to a growing body of research that's uncovering the surprising cognitive benefits of taking pen to paper, or even stylus to iPad — for both children and adults.

Is this some kind of joke? A school facing shortages starts teaching standup comedy

In kids, studies show that tracing out ABCs, as opposed to typing them, leads to better and longer-lasting recognition and understanding of letters. Writing by hand also improves memory and recall of words, laying down the foundations of literacy and learning. In adults, taking notes by hand during a lecture, instead of typing, can lead to better conceptual understanding of material.

"There's actually some very important things going on during the embodied experience of writing by hand," says Ramesh Balasubramaniam , a neuroscientist at the University of California, Merced. "It has important cognitive benefits."

While those benefits have long been recognized by some (for instance, many authors, including Jennifer Egan and Neil Gaiman , draft their stories by hand to stoke creativity), scientists have only recently started investigating why writing by hand has these effects.

A slew of recent brain imaging research suggests handwriting's power stems from the relative complexity of the process and how it forces different brain systems to work together to reproduce the shapes of letters in our heads onto the page.

Your brain on handwriting

Both handwriting and typing involve moving our hands and fingers to create words on a page. But handwriting, it turns out, requires a lot more fine-tuned coordination between the motor and visual systems. This seems to more deeply engage the brain in ways that support learning.

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"Handwriting is probably among the most complex motor skills that the brain is capable of," says Marieke Longcamp , a cognitive neuroscientist at Aix-Marseille Université.

Gripping a pen nimbly enough to write is a complicated task, as it requires your brain to continuously monitor the pressure that each finger exerts on the pen. Then, your motor system has to delicately modify that pressure to re-create each letter of the words in your head on the page.

"Your fingers have to each do something different to produce a recognizable letter," says Sophia Vinci-Booher , an educational neuroscientist at Vanderbilt University. Adding to the complexity, your visual system must continuously process that letter as it's formed. With each stroke, your brain compares the unfolding script with mental models of the letters and words, making adjustments to fingers in real time to create the letters' shapes, says Vinci-Booher.

That's not true for typing.

To type "tap" your fingers don't have to trace out the form of the letters — they just make three relatively simple and uniform movements. In comparison, it takes a lot more brainpower, as well as cross-talk between brain areas, to write than type.

Recent brain imaging studies bolster this idea. A study published in January found that when students write by hand, brain areas involved in motor and visual information processing " sync up " with areas crucial to memory formation, firing at frequencies associated with learning.

"We don't see that [synchronized activity] in typewriting at all," says Audrey van der Meer , a psychologist and study co-author at the Norwegian University of Science and Technology. She suggests that writing by hand is a neurobiologically richer process and that this richness may confer some cognitive benefits.

Other experts agree. "There seems to be something fundamental about engaging your body to produce these shapes," says Robert Wiley , a cognitive psychologist at the University of North Carolina, Greensboro. "It lets you make associations between your body and what you're seeing and hearing," he says, which might give the mind more footholds for accessing a given concept or idea.

Those extra footholds are especially important for learning in kids, but they may give adults a leg up too. Wiley and others worry that ditching handwriting for typing could have serious consequences for how we all learn and think.

What might be lost as handwriting wanes

The clearest consequence of screens and keyboards replacing pen and paper might be on kids' ability to learn the building blocks of literacy — letters.

"Letter recognition in early childhood is actually one of the best predictors of later reading and math attainment," says Vinci-Booher. Her work suggests the process of learning to write letters by hand is crucial for learning to read them.

"When kids write letters, they're just messy," she says. As kids practice writing "A," each iteration is different, and that variability helps solidify their conceptual understanding of the letter.

Research suggests kids learn to recognize letters better when seeing variable handwritten examples, compared with uniform typed examples.

This helps develop areas of the brain used during reading in older children and adults, Vinci-Booher found.

"This could be one of the ways that early experiences actually translate to long-term life outcomes," she says. "These visually demanding, fine motor actions bake in neural communication patterns that are really important for learning later on."

Ditching handwriting instruction could mean that those skills don't get developed as well, which could impair kids' ability to learn down the road.

"If young children are not receiving any handwriting training, which is very good brain stimulation, then their brains simply won't reach their full potential," says van der Meer. "It's scary to think of the potential consequences."

Many states are trying to avoid these risks by mandating cursive instruction. This year, California started requiring elementary school students to learn cursive , and similar bills are moving through state legislatures in several states, including Indiana, Kentucky, South Carolina and Wisconsin. (So far, evidence suggests that it's the writing by hand that matters, not whether it's print or cursive.)

Slowing down and processing information

For adults, one of the main benefits of writing by hand is that it simply forces us to slow down.

During a meeting or lecture, it's possible to type what you're hearing verbatim. But often, "you're not actually processing that information — you're just typing in the blind," says van der Meer. "If you take notes by hand, you can't write everything down," she says.

The relative slowness of the medium forces you to process the information, writing key words or phrases and using drawing or arrows to work through ideas, she says. "You make the information your own," she says, which helps it stick in the brain.

Such connections and integration are still possible when typing, but they need to be made more intentionally. And sometimes, efficiency wins out. "When you're writing a long essay, it's obviously much more practical to use a keyboard," says van der Meer.

Still, given our long history of using our hands to mark meaning in the world, some scientists worry about the more diffuse consequences of offloading our thinking to computers.

"We're foisting a lot of our knowledge, extending our cognition, to other devices, so it's only natural that we've started using these other agents to do our writing for us," says Balasubramaniam.

It's possible that this might free up our minds to do other kinds of hard thinking, he says. Or we might be sacrificing a fundamental process that's crucial for the kinds of immersive cognitive experiences that enable us to learn and think at our full potential.

Balasubramaniam stresses, however, that we don't have to ditch digital tools to harness the power of handwriting. So far, research suggests that scribbling with a stylus on a screen activates the same brain pathways as etching ink on paper. It's the movement that counts, he says, not its final form.

Jonathan Lambert is a Washington, D.C.-based freelance journalist who covers science, health and policy.

• handwriting

Handwriting practice paper printable

In today’s article: Blank printable handwriting paper to print at home or in the classroom for your students!

Whether your child is learning to write her name or her first sentences, these free printable handwriting worksheets will be definitely useful.

They help children to stay inside the lines, mark the middle line clearly so they can work on both – upper and lowercase letters !

I also added red and blue handwriting paper often used for cursive writing practice.

Plus, some people even use this lined paper to practice penmanship and calligraphy. So whether you need a paper template for your students or yourself, go and grab your copy at the end of this article.

Printable Handwriting paper

These blank writing paper worksheets are a must-have for every parent and teacher during the school year. So whether you teach preschool , kindergarten, or homeschool your kids, make sure to save this handwriting paper for years to come.

You can print as many as you want and any time you might need them throughout the year.

There are seven pages total included in this pdf.

Two portrait pages, two landscape and one with an option to draw a picture.

Two of the pages are in color just in case you prefer blue lined paper.

The line height on each page is 1 inch.

Handwriting practice

If you need more handwriting practice worksheets or letter tracing printables, check out some of our writing and tracing articles below:

Letter A tracing is a fresh printable for letter A handwriting practice! Two pages, one for uppercase and one for lowercase letter. Plus, pictures to color too!

Months and days tracing worksheets is a great printable if your students are working on their calendar – days of the week and months of the year. They can learn to write and read the words.

Tracing Dolch sight words in kindergarten includes all 52 sight words from the Dolch list for kindergarten. Students will learn to trace and write their sight words.

Tracing number words will help children to learn to write the number words from one to ten.

Numbers 1-20 tracing worksheets is a popular printable here on Planes&Balloons. Help children with their number recognition and writing numbers from one to twenty.

Numbers 1-100 tracing worksheets are great for teaching first graders to write their numbers all the way up to 100.

I really hope this handwriting printable will come in handy to you and your students.

To download this printable handwriting paper, simply click on the download button at the end of this post.

Red and blue lined paper for cursive writing

For readers who use this style of paper, now it’s included in the printable pack (pages 6 and 7).

Please, keep in mind that this free printable handwriting paper is for personal or classroom use only. Not for altering or redistribution in any way. Thank you!

Blank handwriting paper

Kindergarten worksheets.

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How Does Writing Fit Into the ‘Science of Reading’?

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In one sense, the national conversation about what it will take to make sure all children become strong readers has been wildly successful: States are passing legislation supporting evidence-based teaching approaches , and school districts are rushing to supply training. Publishers are under pressure to drop older materials . And for the first time in years, an instructional issue—reading—is headlining education media coverage.

In the middle of all that, though, the focus on the “science of reading” has elided its twin component in literacy instruction: writing.

Writing is intrinsically important for all students to learn—after all, it is the primary way beyond speech that humans communicate. But more than that, research suggests that teaching students to write in an integrated fashion with reading is not only efficient, it’s effective.

Yet writing is often underplayed in the elementary grades. Too often, it is separated from schools’ reading block. Writing is not assessed as frequently as reading, and principals, worried about reading-exam scores, direct teachers to focus on one often at the expense of the other. Finally, beyond the English/language arts block, kids often aren’t asked to do much writing in early grades.

“Sometimes, in an early-literacy classroom, you’ll hear a teacher say, ‘It’s time to pick up your pencils,’” said Wiley Blevins, an author and literacy consultant who provides training in schools. “But your pencils should be in your hand almost the entire morning.”

Strikingly, many of the critiques that reading researchers have made against the “balanced literacy” approach that has held sway in schools for decades could equally apply to writing instruction: Foundational writing skills—like phonics and language structure—have not generally been taught systematically or explicitly.

And like the “find the main idea” strategies commonly taught in reading comprehension, writing instruction has tended to focus on content-neutral tasks, rather than deepening students’ connections to the content they learn.

Education Week wants to bring more attention to these connections in the stories that make up this special collection . But first, we want to delve deeper into the case for including writing in every step of the elementary curriculum.

Why has writing been missing from the reading conversation?

Much like the body of knowledge on how children learn to read words, it is also settled science that reading and writing draw on shared knowledge, even though they have traditionally been segmented in instruction.

“The body of research is substantial in both number of studies and quality of studies. There’s no question that reading and writing share a lot of real estate, they depend on a lot of the same knowledge and skills,” said Timothy Shanahan, an emeritus professor of education at the University of Illinois Chicago. “Pick your spot: text structure, vocabulary, sound-symbol relationships, ‘world knowledge.’”

The reasons for the bifurcation in reading and writing are legion. One is that the two fields have typically been studied separately. (Researchers studying writing usually didn’t examine whether a writing intervention, for instance, also aided students’ reading abilities—and vice versa.)

Some scholars also finger the dominance of the federally commissioned National Reading Panel report, which in 2000 outlined key instructional components of learning to read. The review didn’t examine the connection of writing to reading.

Looking even further back yields insights, too. Penmanship and spelling were historically the only parts of writing that were taught, and when writing reappeared in the latter half of the 20th century, it tended to focus on “process writing,” emphasizing personal experience and story generation over other genres. Only when the Common Core State Standards appeared in 2010 did the emphasis shift to writing about nonfiction texts and across subjects—the idea that students should be writing about what they’ve learned.

And finally, teaching writing is hard. Few studies document what preparation teachers receive to teach writing, but in surveys, many teachers say they received little training in their college education courses. That’s probably why only a little over half of teachers, in one 2016 survey, said that they enjoyed teaching writing.

Writing should begin in the early grades

These factors all work against what is probably the most important conclusion from the research over the last few decades: Students in the early-elementary grades need lots of varied opportunities to write.

“Students need support in their writing,” said Dana Robertson, an associate professor of reading and literacy education at the school of education at Virginia Tech who also studies how instructional change takes root in schools. “They need to be taught explicitly the skills and strategies of writing and they need to see the connections of reading, writing, and knowledge development.”

While research supports some fundamental tenets of writing instruction—that it should be structured, for instance, and involve drafting and revising—it hasn’t yet pointed to a specific teaching recipe that works best.

One of the challenges, the researchers note, is that while reading curricula have improved over the years, they still don’t typically provide many supports for students—or teachers, for that matter—for writing. Teachers often have to supplement with additions that don’t always mesh well with their core, grade-level content instruction.

“We have a lot of activities in writing we know are good,” Shanahan said. “We don’t really have a yearlong elementary-school-level curriculum in writing. That just doesn’t exist the way it does in reading.”

Nevertheless, practitioners like Blevins work writing into every reading lesson, even in the earliest grades. And all the components that make up a solid reading program can be enhanced through writing activities.

4 Key Things to Know About How Reading and Writing Interlock

Want a quick summary of what research tells us about the instructional connections between reading and writing?

1. Reading and writing are intimately connected.

Research on the connections began in the early 1980s and has grown more robust with time.

Among the newest and most important additions are three research syntheses conducted by Steve Graham, a professor at the University of Arizona, and his research partners. One of them examined whether writing instruction also led to improvements in students’ reading ability; a second examined the inverse question. Both found significant positive effects for reading and writing.

A third meta-analysis gets one step closer to classroom instruction. Graham and partners examined 47 studies of instructional programs that balanced both reading and writing—no program could feature more than 60 percent of one or the other. The results showed generally positive effects on both reading and writing measures.

2. Writing matters even at the earliest grades, when students are learning to read.

Studies show that the prewriting students do in early education carries meaningful signals about their decoding, spelling, and reading comprehension later on. Reading experts say that students should be supported in writing almost as soon as they begin reading, and evidence suggests that both spelling and handwriting are connected to the ability to connect speech to print and to oral language development.

3. Like reading, writing must be taught explicitly.

Writing is a complex task that demands much of students’ cognitive resources. Researchers generally agree that writing must be explicitly taught—rather than left up to students to “figure out” the rules on their own.

There isn’t as much research about how precisely to do this. One 2019 review, in fact, found significant overlap among the dozen writing programs studied, and concluded that all showed signs of boosting learning. Debates abound about the amount of structure students need and in what sequence, such as whether they need to master sentence construction before moving onto paragraphs and lengthier texts.

But in general, students should be guided on how to construct sentences and paragraphs, and they should have access to models and exemplars, the research suggests. They also need to understand the iterative nature of writing, including how to draft and revise.

A number of different writing frameworks incorporating various degrees of structure and modeling are available, though most of them have not been studied empirically.

4. Writing can help students learn content—and make sense of it.

Much of reading comprehension depends on helping students absorb “world knowledge”—think arts, ancient cultures, literature, and science—so that they can make sense of increasingly sophisticated texts and ideas as their reading improves. Writing can enhance students’ content learning, too, and should be emphasized rather than taking a back seat to the more commonly taught stories and personal reflections.

Graham and colleagues conducted another meta-analysis of nearly 60 studies looking at this idea of “writing to learn” in mathematics, science, and social studies. The studies included a mix of higher-order assignments, like analyses and argumentative writing, and lower-level ones, like summarizing and explaining. The study found that across all three disciplines, writing about the content improved student learning.

If students are doing work on phonemic awareness—the ability to recognize sounds—they shouldn’t merely manipulate sounds orally; they can put them on the page using letters. If students are learning how to decode, they can also encode—record written letters and words while they say the sounds out loud.

And students can write as they begin learning about language structure. When Blevins’ students are mainly working with decodable texts with controlled vocabularies, writing can support their knowledge about how texts and narratives work: how sentences are put together and how they can be pulled apart and reconstructed. Teachers can prompt them in these tasks, asking them to rephrase a sentence as a question, split up two sentences, or combine them.

“Young kids are writing these mile-long sentences that become second nature. We set a higher bar, and they are fully capable of doing it. We can demystify a bit some of that complex text if we develop early on how to talk about sentences—how they’re created, how they’re joined,” Blevins said. “There are all these things you can do that are helpful to develop an understanding of how sentences work and to get lots of practice.”

As students progress through the elementary grades, this structured work grows more sophisticated. They need to be taught both sentence and paragraph structure , and they need to learn how different writing purposes and genres—narrative, persuasive, analytical—demand different approaches. Most of all, the research indicates, students need opportunities to write at length often.

Using writing to support students’ exploration of content

Reading is far more than foundational skills, of course. It means introducing students to rich content and the specialized vocabulary in each discipline and then ensuring that they read, discuss, analyze, and write about those ideas. The work to systematically build students’ knowledge begins in the early grades and progresses throughout their K-12 experience.

Here again, available evidence suggests that writing can be a useful tool to help students explore, deepen, and draw connections in this content. With the proper supports, writing can be a method for students to retell and analyze what they’ve learned in discussions of content and literature throughout the school day —in addition to their creative writing.

This “writing to learn” approach need not wait for students to master foundational skills. In the K-2 grades especially, much content is learned through teacher read-alouds and conversation that include more complex vocabulary and ideas than the texts students are capable of reading. But that should not preclude students from writing about this content, experts say.

“We do a read-aloud or a media piece and we write about what we learned. It’s just a part of how you’re responding, or sharing, what you’ve learned across texts; it’s not a separate thing from reading,” Blevins said. “If I am doing read-alouds on a concept—on animal habitats, for example—my decodable texts will be on animals. And students are able to include some of these more sophisticated ideas and language in their writing, because we’ve elevated the conversations around these texts.”

In this set of stories , Education Week examines the connections between elementary-level reading and writing in three areas— encoding , language and text structure , and content-area learning . But there are so many more examples.

Please write us to share yours when you’ve finished.

Want to read more about the research that informed this story? Here’s a bibliography to start you off.

Berninger V. W., Abbott, R. D., Abbott, S. P., Graham S., & Richards T. (2002). Writing and reading: Connections between language by hand and language by eye. J ournal of Learning Disabilities. Special Issue: The Language of Written Language, 35(1), 39–56 Berninger, Virginia, Robert D. Abbott, Janine Jones, Beverly J. Wolf, Laura Gould, Marci Anderson-Younstrom, Shirley Shimada, Kenn Apel. (2006) “Early development of language by hand: composing, reading, listening, and speaking connections; three letter-writing modes; and fast mapping in spelling.” Developmental Neuropsychology, 29(1), pp. 61-92 Cabell, Sonia Q, Laura S. Tortorelli, and Hope K. Gerde (2013). “How Do I Write…? Scaffolding Preschoolers’ Early Writing Skills.” The Reading Teacher, 66(8), pp. 650-659. Gerde, H.K., Bingham, G.E. & Wasik, B.A. (2012). “Writing in Early Childhood Classrooms: Guidance for Best Practices.” Early Childhood Education Journal 40, 351–359 (2012) Gilbert, Jennifer, and Steve Graham. (2010). “Teaching Writing to Elementary Students in Grades 4–6: A National Survey.” The Elementary School Journal 110(44) Graham, Steve, et al. (2017). “Effectiveness of Literacy Programs Balancing Reading and Writing Instruction: A Meta-Analysis.” Reading Research Quarterly, 53(3) pp. 279–304 Graham, Steve, and Michael Hebert. (2011). “Writing to Read: A Meta-Analysis of the Impact of Writing and Writing Instruction on Reading.” Harvard Educational Review (2011) 81(4): 710–744. Graham, Steve. (2020). “The Sciences of Reading and Writing Must Become More Fully Integrated.” Reading Research Quarterly, 55(S1) pp. S35–S44 Graham, Steve, Sharlene A. Kiuhara, and Meade MacKay. (2020).”The Effects of Writing on Learning in Science, Social Studies, and Mathematics: A Meta-Analysis.” Review of Educational Research April 2020, Vol 90, No. 2, pp. 179–226 Shanahan, Timothy. “History of Writing and Reading Connections.” in Shanahan, Timothy. (2016). “Relationships between reading and writing development.” In C. MacArthur, S. Graham, & J. Fitzgerald (Eds.), Handbook of writing research (2nd ed., pp. 194–207). New York, NY: Guilford. Slavin, Robert, Lake, C., Inns, A., Baye, A., Dachet, D., & Haslam, J. (2019). “A quantitative synthesis of research on writing approaches in grades 2 to 12.” London: Education Endowment Foundation. Troia, Gary. (2014). Evidence-based practices for writing instruction (Document No. IC-5). Retrieved from University of Florida, Collaboration for Effective Educator, Development, Accountability, and Reform Center website: http://ceedar.education.ufl.edu/tools/innovation-configuration/ Troia, Gary, and Steve Graham. (2016).“Common Core Writing and Language Standards and Aligned State Assessments: A National Survey of Teacher Beliefs and Attitudes.” Reading and Writing 29(9).

A version of this article appeared in the January 25, 2023 edition of Education Week as How Does Writing Fit Into the ‘Science of Reading’?

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Handwriting Practice Paper: 100 Blank Writing Pages - For Students Learning to Write Letters Paperback – April 1, 2019

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AQA English Language Paper 1 Revision

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AQA English Language Paper 1 exam task spreadsheet that includes the focus of EVERY exam question from 2017 to 2023, as well as the three sets of sample materials (SAMS). Every question is included from Q1 to Q5 (writing tasks).

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Students aren’t writing well anymore. can ai help.

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A group of students begins an in-class writing test. According to new data analysis, half of U.S. ... [+] eighth graders have difficulty with long-form writing on tests and classwork that involves reading.

Fifty percent. That’s the approximate number of students in eighth grade who struggle with long-form writing on tests and classwork that involves reading.

A colleague of mine, L Burleigh, studying reading data collected in 2022 from the National Assessment of Educational Progress (NAEP) found that fewer than half of eighth graders write “long answers to questions on tests or assignments that involve reading.”

While people may put a premium on the notion of short and sweet when it comes to writing and reading – doing so at formative ages means that young learners will not build the skills they need to convey and explain ideas and information.

Writing Frequency Matters

Frequency of practice is a common theme cited by both researchers and teachers in assessing causes for declining K-12 student writing skills. Middle and high schoolers simply are not engaging in and practicing writing enough. The reasons for this are myriad but overburdened teachers without the time or support to grade more frequent writing assignments is a significant factor.

In a survey I did with some colleagues a few years ago, a key challenge was workload. More than 70 percent of educators say they are overwhelmed with grading, providing feedback, and other administrative tasks. Additionally, according to our report, educators in low-income schools are almost 20 percent more likely than teachers in other schools to report being overburdened by routine duties like grading essays.

In short, kids are not writing as much as frequency in writing education falls victim to staffing, time, and resource shortages.

Highlighting this point is NAEP reading data for eighth graders collected by L that included the following question to students about their writing habits: “How often have you been asked to write long answers to questions on tests or assignments that involved reading?” The results: Never - 2%; Once - 3%; Two or Three Times - 22%; Four or Five Times - 25%; More than Five Times - 48 percent.

Samuel Alito: Supreme Court Justice’s Biggest Controversies—As Another Contentious Flag Spotted Outside House

Nvidia are splitting 10-for-1 here’s what it means and how to profit, why is chief boden leaving ‘chicago fire’ eamonn walker’s exit explained, using ai to aid writing gains.

There’s lots that can be done to fix this problem: Improved teacher professional development, greater emphasis on writing across the curriculum, etc. For my part, I’m optimistic that AI will be a deep help to students, given recent advances in the technology, and many are exploring new avenues to support students in boosting their long-form writing ability.

For instance, the team at ThinkCirca is working on a formative assessment and feedback tool to enhance student writing. This tool focuses on argumentative essays and identifies key elements within the text as students write. By highlighting these elements, the tool provides real-time assessment and feedback, creating mini-instructional moments that guide students in improving their arguments during the writing process.

Large language models can help, too. Indeed, just asking ChatGPT provides helpful feedback. But for more targeted support, researchers have found that fine-tuning is necessary. For instance, when researchers looked at holistic scoring using ChatGPT (version 4), they found the technology could provide human-level performance.

However, when asking the chatbot to focus on more granular, discourse-level evaluation, ChatGPT began to struggle. More specifically, it had a hard time identifying the distinct elements of argumentative writing (e.g., claim, counterclaim, rebuttal, supporting evidence). Additionally, ChatGPT was a more generous grader than humans when focused on smaller writing segments, like discourse elements, rating them at a higher effectiveness level than a human would.

This finding makes sense because chatbots are usually trained to create text using thousands of example essays. However, chatbots don't see many examples of labeled essay parts during their training compared to tasks like summarizing a text or analyzing the emotion of an essay. So, while ChatGPT is not as reliable for evaluating the structure of an essay due to its lack of training, it is extensively taught on what forms a strong long-form essay and its ability to generate essays is an area of greater concern for educators.

Some worry certain LLM technologies could help students cheat by doing their long-form writing for them, although recent research from Stanford and others indicates this is not occurring as frequently as initially feared. The potential benefit of incorporating technology to help students strengthen their writing skills may far outweigh any risks posed by introducing AI solutions – especially since researchers point out that declines in student writing can be traced to how often students are engaging in long-form writing.

Even as AI carves out its place in improving student writing, staying true to some hallmark tenets is recommended to help young learners build on the writing skills and abilities deemed indispensable in the workforce.

Whether gains on this front are realized through AI or teacher interaction, the ultimate goal is to make the essential communication and job skill of writing something that students can navigate naturally and with confidence that will carry them successfully through college and the workforce.

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NeurIPS 2024

Conference Dates: (In person) 9 December - 15 December, 2024

Homepage: https://neurips.cc/Conferences/2024/

Call For Papers 

Abstract submission deadline: May 15, 2024

Author notification: Sep 25, 2024

Camera-ready, poster, and video submission: Oct 30, 2024 AOE

Submit at: https://openreview.net/group?id=NeurIPS.cc/2024/Conference  

The site will start accepting submissions on Apr 22, 2024 

Subscribe to these and other dates on the 2024 dates page .

The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024) is an interdisciplinary conference that brings together researchers in machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields. We invite submissions presenting new and original research on topics including but not limited to the following:

• Applications (e.g., vision, language, speech and audio, Creative AI)
• Deep learning (e.g., architectures, generative models, optimization for deep networks, foundation models, LLMs)
• Evaluation (e.g., methodology, meta studies, replicability and validity, human-in-the-loop)
• General machine learning (supervised, unsupervised, online, active, etc.)
• Infrastructure (e.g., libraries, improved implementation and scalability, distributed solutions)
• Machine learning for sciences (e.g. climate, health, life sciences, physics, social sciences)
• Neuroscience and cognitive science (e.g., neural coding, brain-computer interfaces)
• Optimization (e.g., convex and non-convex, stochastic, robust)
• Probabilistic methods (e.g., variational inference, causal inference, Gaussian processes)
• Reinforcement learning (e.g., decision and control, planning, hierarchical RL, robotics)
• Social and economic aspects of machine learning (e.g., fairness, interpretability, human-AI interaction, privacy, safety, strategic behavior)
• Theory (e.g., control theory, learning theory, algorithmic game theory)

Machine learning is a rapidly evolving field, and so we welcome interdisciplinary submissions that do not fit neatly into existing categories.

Authors are asked to confirm that their submissions accord with the NeurIPS code of conduct .

Formatting instructions:   All submissions must be in PDF format, and in a single PDF file include, in this order:

• The submitted paper
• Technical appendices that support the paper with additional proofs, derivations, or results 
• The NeurIPS paper checklist  

Other supplementary materials such as data and code can be uploaded as a ZIP file

The main text of a submitted paper is limited to nine content pages , including all figures and tables. Additional pages containing references don’t count as content pages. If your submission is accepted, you will be allowed an additional content page for the camera-ready version.

The main text and references may be followed by technical appendices, for which there is no page limit.

The maximum file size for a full submission, which includes technical appendices, is 50MB.

Authors are encouraged to submit a separate ZIP file that contains further supplementary material like data or source code, when applicable.

You must format your submission using the NeurIPS 2024 LaTeX style file which includes a “preprint” option for non-anonymous preprints posted online. Submissions that violate the NeurIPS style (e.g., by decreasing margins or font sizes) or page limits may be rejected without further review. Papers may be rejected without consideration of their merits if they fail to meet the submission requirements, as described in this document. 

Paper checklist: In order to improve the rigor and transparency of research submitted to and published at NeurIPS, authors are required to complete a paper checklist . The paper checklist is intended to help authors reflect on a wide variety of issues relating to responsible machine learning research, including reproducibility, transparency, research ethics, and societal impact. The checklist forms part of the paper submission, but does not count towards the page limit.

Please join the NeurIPS 2024 Checklist Assistant Study that will provide you with free verification of your checklist performed by an LLM here . Please see details in our  blog

Supplementary material: While all technical appendices should be included as part of the main paper submission PDF, authors may submit up to 100MB of supplementary material, such as data, or source code in a ZIP format. Supplementary material should be material created by the authors that directly supports the submission content. Like submissions, supplementary material must be anonymized. Looking at supplementary material is at the discretion of the reviewers.

We encourage authors to upload their code and data as part of their supplementary material in order to help reviewers assess the quality of the work. Check the policy as well as code submission guidelines and templates for further details.

Use of Large Language Models (LLMs): We welcome authors to use any tool that is suitable for preparing high-quality papers and research. However, we ask authors to keep in mind two important criteria. First, we expect papers to fully describe their methodology, and any tool that is important to that methodology, including the use of LLMs, should be described also. For example, authors should mention tools (including LLMs) that were used for data processing or filtering, visualization, facilitating or running experiments, and proving theorems. It may also be advisable to describe the use of LLMs in implementing the method (if this corresponds to an important, original, or non-standard component of the approach). Second, authors are responsible for the entire content of the paper, including all text and figures, so while authors are welcome to use any tool they wish for writing the paper, they must ensure that all text is correct and original.

Double-blind reviewing:   All submissions must be anonymized and may not contain any identifying information that may violate the double-blind reviewing policy.  This policy applies to any supplementary or linked material as well, including code.  If you are including links to any external material, it is your responsibility to guarantee anonymous browsing.  Please do not include acknowledgements at submission time. If you need to cite one of your own papers, you should do so with adequate anonymization to preserve double-blind reviewing.  For instance, write “In the previous work of Smith et al. [1]…” rather than “In our previous work [1]...”). If you need to cite one of your own papers that is in submission to NeurIPS and not available as a non-anonymous preprint, then include a copy of the cited anonymized submission in the supplementary material and write “Anonymous et al. [1] concurrently show...”). Any papers found to be violating this policy will be rejected.

OpenReview: We are using OpenReview to manage submissions. The reviews and author responses will not be public initially (but may be made public later, see below). As in previous years, submissions under review will be visible only to their assigned program committee. We will not be soliciting comments from the general public during the reviewing process. Anyone who plans to submit a paper as an author or a co-author will need to create (or update) their OpenReview profile by the full paper submission deadline. Your OpenReview profile can be edited by logging in and clicking on your name in https://openreview.net/ . This takes you to a URL "https://openreview.net/profile?id=~[Firstname]_[Lastname][n]" where the last part is your profile name, e.g., ~Wei_Zhang1. The OpenReview profiles must be up to date, with all publications by the authors, and their current affiliations. The easiest way to import publications is through DBLP but it is not required, see FAQ . Submissions without updated OpenReview profiles will be desk rejected. The information entered in the profile is critical for ensuring that conflicts of interest and reviewer matching are handled properly. Because of the rapid growth of NeurIPS, we request that all authors help with reviewing papers, if asked to do so. We need everyone’s help in maintaining the high scientific quality of NeurIPS.  

Please be aware that OpenReview has a moderation policy for newly created profiles: New profiles created without an institutional email will go through a moderation process that can take up to two weeks. New profiles created with an institutional email will be activated automatically.

Venue home page: https://openreview.net/group?id=NeurIPS.cc/2024/Conference

If you have any questions, please refer to the FAQ: https://openreview.net/faq

Abstract Submission: There is a mandatory abstract submission deadline on May 15, 2024, six days before full paper submissions are due. While it will be possible to edit the title and abstract until the full paper submission deadline, submissions with “placeholder” abstracts that are rewritten for the full submission risk being removed without consideration. This includes titles and abstracts that either provide little or no semantic information (e.g., "We provide a new semi-supervised learning method.") or describe a substantively different claimed contribution.  The author list cannot be changed after the abstract deadline. After that, authors may be reordered, but any additions or removals must be justified in writing and approved on a case-by-case basis by the program chairs only in exceptional circumstances. 

Ethics review: Reviewers and ACs may flag submissions for ethics review . Flagged submissions will be sent to an ethics review committee for comments. Comments from ethics reviewers will be considered by the primary reviewers and AC as part of their deliberation. They will also be visible to authors, who will have an opportunity to respond.  Ethics reviewers do not have the authority to reject papers, but in extreme cases papers may be rejected by the program chairs on ethical grounds, regardless of scientific quality or contribution.  

Preprints: The existence of non-anonymous preprints (on arXiv or other online repositories, personal websites, social media) will not result in rejection. If you choose to use the NeurIPS style for the preprint version, you must use the “preprint” option rather than the “final” option. Reviewers will be instructed not to actively look for such preprints, but encountering them will not constitute a conflict of interest. Authors may submit anonymized work to NeurIPS that is already available as a preprint (e.g., on arXiv) without citing it. Note that public versions of the submission should not say "Under review at NeurIPS" or similar.

Dual submissions: Submissions that are substantially similar to papers that the authors have previously published or submitted in parallel to other peer-reviewed venues with proceedings or journals may not be submitted to NeurIPS. Papers previously presented at workshops are permitted, so long as they did not appear in a conference proceedings (e.g., CVPRW proceedings), a journal or a book.  NeurIPS coordinates with other conferences to identify dual submissions.  The NeurIPS policy on dual submissions applies for the entire duration of the reviewing process.  Slicing contributions too thinly is discouraged.  The reviewing process will treat any other submission by an overlapping set of authors as prior work. If publishing one would render the other too incremental, both may be rejected.

Anti-collusion: NeurIPS does not tolerate any collusion whereby authors secretly cooperate with reviewers, ACs or SACs to obtain favorable reviews. 

Author responses:   Authors will have one week to view and respond to initial reviews. Author responses may not contain any identifying information that may violate the double-blind reviewing policy. Authors may not submit revisions of their paper or supplemental material, but may post their responses as a discussion in OpenReview. This is to reduce the burden on authors to have to revise their paper in a rush during the short rebuttal period.

After the initial response period, authors will be able to respond to any further reviewer/AC questions and comments by posting on the submission’s forum page. The program chairs reserve the right to solicit additional reviews after the initial author response period.  These reviews will become visible to the authors as they are added to OpenReview, and authors will have a chance to respond to them.

After the notification deadline, accepted and opted-in rejected papers will be made public and open for non-anonymous public commenting. Their anonymous reviews, meta-reviews, author responses and reviewer responses will also be made public. Authors of rejected papers will have two weeks after the notification deadline to opt in to make their deanonymized rejected papers public in OpenReview.  These papers are not counted as NeurIPS publications and will be shown as rejected in OpenReview.

Publication of accepted submissions:   Reviews, meta-reviews, and any discussion with the authors will be made public for accepted papers (but reviewer, area chair, and senior area chair identities will remain anonymous). Camera-ready papers will be due in advance of the conference. All camera-ready papers must include a funding disclosure . We strongly encourage accompanying code and data to be submitted with accepted papers when appropriate, as per the code submission policy . Authors will be allowed to make minor changes for a short period of time after the conference.

Contemporaneous Work: For the purpose of the reviewing process, papers that appeared online within two months of a submission will generally be considered "contemporaneous" in the sense that the submission will not be rejected on the basis of the comparison to contemporaneous work. Authors are still expected to cite and discuss contemporaneous work and perform empirical comparisons to the degree feasible. Any paper that influenced the submission is considered prior work and must be cited and discussed as such. Submissions that are very similar to contemporaneous work will undergo additional scrutiny to prevent cases of plagiarism and missing credit to prior work.

Plagiarism is prohibited by the NeurIPS Code of Conduct .

Other Tracks: Similarly to earlier years, we will host multiple tracks, such as datasets, competitions, tutorials as well as workshops, in addition to the main track for which this call for papers is intended. See the conference homepage for updates and calls for participation in these tracks. 

Experiments: As in past years, the program chairs will be measuring the quality and effectiveness of the review process via randomized controlled experiments. All experiments are independently reviewed and approved by an Institutional Review Board (IRB).

Financial Aid: Each paper may designate up to one (1) NeurIPS.cc account email address of a corresponding student author who confirms that they would need the support to attend the conference, and agrees to volunteer if they get selected. To be considered for Financial the student will also need to fill out the Financial Aid application when it becomes available.

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ISMP Guidance and Tools

Recommendations

• Self Assessments

List of Error-Prone Abbreviations

This list includes abbreviations, symbols, and dose designations that have been frequently misinterpreted and involved in harmful or potentially harmful medication errors.

Worksheet for the ISMP Targeted Medication Safety Best Practices for Hospitals

Analyze your current status with implementation.

Targeted Medication Safety Best Practices for Hospitals

Consensus-based best practices for issues that continue to cause fatal and harmful errors.

High-Alert Medications in Acute Care Settings

Medications requiring special safeguards to reduce the risk of errors and minimize harm.

List of Confused Drug Names

Also known as the Look-alike and sound-alike (LASA) list.

Targeted Medication Safety Best Practices for Community Pharmacy

Developed to identify, inspire, and mobilize adoption of consensus-based Best Practices for specific medication safety issues in community pharmacy that can cause patient harm.

Worksheet for the ISMP Targeted Medication Safety Best Practices for Community Pharmacy

Look-Alike Drug Names with Recommended Tall Man (Mixed Case) Letters

Drug name pairs or larger groupings that look similar utilize bolded uppercase letters to help draw attention to the dissimilarities in look-alike drug names.

Guidelines for Safe Medication Use in Perioperative and Procedural Settings

Developed to support hospitals, ambulatory surgery centers, and other procedural locations in addressing identified national gaps in perioperative and procedural medication safety.

Guidelines for Sterile Compounding and the Safe Use of Sterile Compounding Technology

Identify best practices to support safe use of technology and automation in sterile compounding.

High-Alert Medications in Community/Ambulatory Care Settings

Assess-ERR™ Medication System Worksheet for Community Pharmacy

Collect critical information after a medication error or near-miss occurs. Identify, prioritize, and record problems in your facility's medication use system.

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REPORT A MEDICATION OR VACCINE ERROR

Your reports help prevent errors and patient harm from reoccurring.

Click to learn about the Institute for Safe Medication Practices.