New d3.js visualization: Interpreting Cohenβs d effect size
I have created a new visualization in D3. The purpose is to aid in the interpretation of Cohenβs d. The visualization presents Cohenβs d in the following ways: Visually, Cohenβs U3, Probability of superiority, Percentage of overlap and Number needed to treat.
The visualization should work on mobile phones and tablets, but it requires a modern browser that supports SVG. Check it out here
Written by Kristoffer Magnusson, a researcher in clinical psychology. You should follow him on Bluesky or on Twitter.
Published January 13, 2014 (View on GitHub)
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A huge thanks to the 175 supporters who've bought me a 422 coffees!
Steffen bought ββββββββββββ (12) coffees
I love your visualizations. Some of the best out there!!!
Jason Rinaldo bought ββββββββββ (10) coffees
I've been looking for applets that show this for YEARS, for demonstrations for classes. Thank you so much! Students do not need to tolarate my whiteboard scrawl now. I'm sure they'd appreciate you, too.l
Shawn Bergman bought βββββ (5) coffees
Thank you for putting this together! I am using these visuals and this information to teach my Advanced Quant class.
anthonystevendick@gmail.com bought βββββ (5) coffees
I've been using a lot of your ideas in a paper I'm writing and even borrowed some of your code (cited of course). But this site has been so helpful I think, in addition, I owe you a few coffees!
Chip Reichardt bought βββββ (5) coffees
Hi Krisoffer, these are great applets and I've examined many. I'm writing a chapter for the second edition of "Teaching statistics and quantitative methods in the 21st century" by Joe Rodgers (Routledge). My chapter is on the use of applets in teaching statistics. I could well be describing 5 of yours. Would you permit me to publish one or more screen shots of the output from one or more of your applets. I promise I will be saying very positive things about your applets. If you are inclined to respond, my email address if Chip.Reichardt@du.edu.
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Nice work! Saw some of your other publications and they are also really intriguing. Thanks so much!
JDMM bought βββββ (5) coffees
You finally helped me understand correlation! Many, many thanks... π
@VicCazares bought βββββ (5) coffees
Good stuff! It's been so helpful for teaching a Psych Stats class. Cheers!
Dustin M. Burt bought βββββ (5) coffees
Excellent and informative visualizations!
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@metzpsych bought βββββ (5) coffees
Always the clearest, loveliest simulations for complex concepts. Amazing resource for teaching intro stats!
Ryo bought βββββ (5) coffees
For a couple years now I've been wanting to create visualizations like these as a way to commit these foundational concepts to memory. But after finding your website I'm both relieved that I don't have to do that now and pissed off that I couldn't create anything half as beautiful and informative as you have done here. Wonderful job.
Diarmuid Harvey bought βββββ (5) coffees
You have an extremely useful site with very accessible content that I have been using to introduce colleagues and students to some of the core concepts of statistics. Keep up the good work, and thanks!
Michael Hansen bought βββββ (5) coffees
Keep up the good work!
Michael Villanueva bought βββββ (5) coffees
I wish I could learn more from you about stats and math -- you use language in places that I do not understand. Cohen's D visualizations opened my understanding. Thank you
Someone bought βββββ (5) coffees
Thank you, Kristoffer
PΓ₯l from Norway bought βββββ (5) coffees
Great webpage, I use it to illustrate several issues when I have a lecture in research methods. Thanks, it is really helpful for the students:)
@MAgrochao bought βββββ (5) coffees
Joseph Bulbulia bought βββββ (5) coffees
Hard to overstate the importance of this work Kristoffer. Grateful for all you are doing.
@TDmyersMT bought βββββ (5) coffees
Some really useful simulations, great teaching resources.
@lakens bought βββββ (5) coffees
Thanks for fixing the bug yesterday!
@LinneaGandhi bought βββββ (5) coffees
This is awesome! Thank you for creating these. Definitely using for my students, and me! :-)
@ICH8412 bought βββββ (5) coffees
very useful for my students I guess
@KelvinEJones bought βββββ (5) coffees
Preparing my Master's student for final oral exam and stumbled on your site. We are discussing in lab meeting today. Coffee for everyone.
Someone bought βββββ (5) coffees
What a great site
@Daniel_Brad4d bought βββββ (5) coffees
Wonderful work!
David Loschelder bought βββββ (5) coffees
Terrific work. So very helpful. Thank you very much.
@neilmeigh bought βββββ (5) coffees
I am so grateful for your page and can't thank you enough!Β Β
@giladfeldman bought βββββ (5) coffees
Wonderful work, I use it every semester and it really helps the students (and me) understand things better. Keep going strong.
Dean Norris bought βββββ (5) coffees
Sal bought βββββ (5) coffees
Really super useful, especially for teaching. Thanks for this!
dde@paxis.org bought βββββ (5) coffees
Very helpful to helping teach teachers about the effects of the Good Behavior Game
@akreutzer82 bought βββββ (5) coffees
Amazing visualizations! Thank you!
@rdh_CLE bought βββββ (5) coffees
So good!
tchipman1@gsu.edu bought βββ (3) coffees
Hey, your stuff is cool - thanks for the visual
Hugo QuenΓ© bought βββ (3) coffees
Hi Kristoffer, Some time ago I've come up with a similar illustration about CIs as you have produced, and I'm now also referring to your work:<br>https://hugoquene.github.io/QMS-EN/ch-testing.html#sec:t-confidenceinterval-mean<br>With kind regards, Hugo QuenΓ©<br>(Utrecht University, Netherlands)
Tor bought βββ (3) coffees
Thanks so much for helping me understand these methods!
Amanda Sharples bought βββ (3) coffees
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Kenneth Nilsson bought βββ (3) coffees
Keep up the splendid work!
@jeremywilmer bought βββ (3) coffees
Love this website; use it all the time in my teaching and research.
Someone bought βββ (3) coffees
Powerlmm was really helpful, and I appreciate your time in putting such an amazing resource together!
DR AMANDA C DE C WILLIAMS bought βββ (3) coffees
This is very helpful, for my work and for teaching and supervising
Georgios Halkias bought βββ (3) coffees
Regina bought βββ (3) coffees
Love your visualizations!
Susan Evans bought βββ (3) coffees
Thanks. I really love the simplicity of your sliders. Thanks!!
@MichaMarie8 bought βββ (3) coffees
Thanks for making this Interpreting Correlations: Interactive Visualizations site - it's definitely a great help for this psych student! π
Zakaria Giunashvili, from Georgia bought βββ (3) coffees
brilliant simulations that can be effectively used in training
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@PhysioSven bought βββ (3) coffees
Amazing illustrations, there is not enough coffee in the world for enthusiasts like you! Thanks!
Cheryl@CurtinUniAus bought βββ (3) coffees
πWhat a great contribution - thanks Kristoffer!
vanessa moran bought βββ (3) coffees
Wow - your website is fantastic, thank you for making it.
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mikhail.saltychev@gmail.com bought βββ (3) coffees
Thank you Kristoffer This is a nice site, which I have been used for a while. Best Prof. Mikhail Saltychev (Turku University, Finland)
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Ruslan Klymentiev bought βββ (3) coffees
@lkizbok bought βββ (3) coffees
Keep up the nice work, thank you!
@TELLlab bought βββ (3) coffees
Thanks - this will help me to teach tomorrow!
SCCT/Psychology bought βββ (3) coffees
Keep the visualizations coming!
@elena_bolt bought βββ (3) coffees
Thank you so much for your work, Kristoffer. I use your visualizations to explain concepts to my tutoring students and they are a huge help.
A random user bought βββ (3) coffees
Thank you for making such useful and pretty tools. It not only helped me understand more about power, effect size, etc, but also made my quanti-method class more engaging and interesting. Thank you and wish you a great 2021!
@hertzpodcast bought βββ (3) coffees
We've mentioned your work a few times on our podcast and we recently sent a poster to a listener as prize so we wanted to buy you a few coffees.Β Thanks for the great work that you do!Dan Quintana and James Heathers - Co-hosts of Everything HertzΒ
Cameron Proctor bought βββ (3) coffees
Used your vizualization in class today. Thanks!
eshulman@brocku.ca bought βββ (3) coffees
My students love these visualizations and so do I! Thanks for helping me make stats more intuitive.
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@misteryosupjoo bought βββ (3) coffees
For a high school teacher of psychology, I would be lost without your visualizations. The ability to interact and manipulate allows students to get it in a very sticky manner. Thank you!!!
Chi bought βββ (3) coffees
You Cohen's d post really helped me explaining the interpretation to people who don't know stats! Thank you!
Someone bought βββ (3) coffees
You doing useful work !! thanks !!
@ArtisanalANN bought βββ (3) coffees
Enjoy.
@jsholtes bought βββ (3) coffees
Teaching stats to civil engineer undergrads (first time teaching for me, first time for most of them too) and grasping for some good explanations of hypothesis testing, power, and CI's. Love these interactive graphics!
@notawful bought βββ (3) coffees
Thank you for using your stats and programming gifts in such a useful, generous manner. -Jess
Mateu Servera bought βββ (3) coffees
A job that must have cost far more coffees than we can afford you ;-). Thank you.
@cdrawn bought βββ (3) coffees
Thank you! Such a great resource for teaching these concepts, especially CI, Power, correlation.
Julia bought βββ (3) coffees
Fantastic work with the visualizations!
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@dalejbarr bought βββ (3) coffees
Your work is amazing! I use your visualizations often in my teaching. Thank you.Β
@PsychoMouse bought βββ (3) coffees
Excellent!Β Well done!Β SOOOO Useful!πΒ πΒ
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Thanks, your work is great!!
Dan Sanes bought ββ (2) coffees
this is a superb, intuitive teaching tool!
@whlevine bought ββ (2) coffees
Thank you so much for these amazing visualizations. They're a great teaching tool and the allow me to show students things that it would take me weeks or months to program myself.
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Thank you for sharing your visualization skills with the rest of us! I use them frequently when teaching intro stats.Β
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You are awesome
Thom Marchbank bought β (1) coffee
Your visualisations are so useful! Thank you so much for your work.
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thanks for helping me in my psych degree!
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Thank You for this work.
Kosaku Noba bought β (1) coffee
Nice visualization, I bought a cup of coffee.
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Thomas bought β (1) coffee
Great. Use it for teaching in psychology.
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It is the best statistics visualization so far!
Ergun Pascu bought β (1) coffee
AMAZING Tool!!! Thank You!
Ann Calhoun-Sauls bought β (1) coffee
This has been a wonderful resource for my statistics and research methods classes. I also occassionally use it for other courses such as Theories of Personality and Social Psychology
David Britt bought β (1) coffee
nicely reasoned
Mike bought β (1) coffee
I appreciate your making this site available. Statistics are not in my wheelhouse, but the ability to display my data more meaningfully in my statistics class is both educational and visually appealing. Thank you!
Jayne T Jacobs bought β (1) coffee
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Thanks for helping understand stuff!
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Shawn Hemelstrand bought β (1) coffee
Thank you for this great visual. I use it all the time to demonstrate Cohen's d and why mean differences affect it's approximation.
Adele Fowler-Davis bought β (1) coffee
Thank you so much for your excellent post on longitudinal models. Keep up the good work!
Stewart bought β (1) coffee
This tool is awesome!
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Such an awesome page, Thank you
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Eva bought β (1) coffee
I've been learning about power analysis and effect sizes (trying to decide on effect sizes for my planned study to calculate sample size) and your Cohen's d interactive tool is incredibly useful for understanding the implications of different effect sizes!
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Thanks a lot!
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Thanks mate
Tzao bought β (1) coffee
Thank you, this really helps as I am a stats idiot :)
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Really appreciate your good work!
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Your visualizations really help me understand the math.
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Thanks for making the poster designs OA, I just hung two in my office and they look great!
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Thanks for your work.
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Great work!
@YashvinSeetahul bought β (1) coffee
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Angela bought β (1) coffee
Thank you for building such excellent ways to convey difficult topics to students!
@inthelabagain bought β (1) coffee
Really wonderful visuals, and such a fantastic and effective teaching tool. So many thanks!
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Yashashree Panda bought β (1) coffee
I really like your work.
Ben bought β (1) coffee
You're awesome. I have students in my intro stats class say, "I get it now," after using your tool. Thanks for making my job easier.
Gabriel Recchia bought β (1) coffee
Incredibly useful tool!
Shiseida Sade Kelly Aponte bought β (1) coffee
Thanks for the assistance for RSCH 8210.
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Great tools! Thank you very much!
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Hi Kristoffer, many thanks for making all this great stuff available to the community!
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These visualizations are awesome! thank you for creating it
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Very nice.
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Thank you for the visualizations. They are fun and informative.
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Really helpful visualisations, thanks!
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This is amazing stuff. Very slick.Β
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Sarko bought β (1) coffee
Thanks so much for creating this! Really helpful for being able to explain effect size to a clinician I'm doing an analysis for.Β
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Thank you! This page is super useful. I'll spread the word.Β
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Melinda Rice bought β (1) coffee
Thank you so much for creating these tools! As we face the challenge of teaching statistical concepts online, this is an invaluable resource.
@tmoldwin bought β (1) coffee
Fantastic resource. I think you would be well served to have one page indexing all your visualizations, that would make it more accessible for sharing as a common resource.
Someone bought β (1) coffee
Fantastic Visualizations! Amazing way to to demonstrate how n/power/beta/alpha/effect size are all interrelated - especially for visual learners! Thank you for creating this?
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Incredible visualizations and the best power analysis software on R.
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Great website!
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Thank you for this work!!
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Nice explanation and visual guide of Cohen's d
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thank you
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This site is superb!
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thank you for sharing your work.Β
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Thank you for the website, made me smile AND smarter :O enjoy your coffee! :)
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Struggling with statistics and your interactive diagram made me smile to see that someone cares enough about us strugglers to make a visual to help us out!πΒ
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Much thanks! Visualizations are key to my learning style!Β
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Archived Comments (1)
Hi ! Thanks a lot for your great visualizer, it really helps me understand the concept behind Cohen's d, and especially to have a visualization and a friendly interpretation of some psychology papers conclusion.
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