Josi Bernardo
@josefina-bernardo.bsky.social
190 followers 300 following 26 posts
PhD Candidate in Statistical Genetics @ VU Amsterdam. Organizer for R-Ladies Amsterdam. Tidyverse Enthusiast. https://josefinabernardo.github.io/personal-website/
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josefina-bernardo.bsky.social
Very grateful that I got to present at the ESSGN past Friday. In the study I presented, we looked at intergenerational transmission of education in a sample of the Norwegian population register. We used a Children-of-Twins model to look at GPA at age 16 and educational attainment in the parents.
Reposted by Josi Bernardo
rladiesmelb.bsky.social
🎲 Want to add a little playfulness to your R sessions? Check out {fun}- a package full of classic games (Minesweeper, sliding puzzles, Gomoku) and quirky utilities all in R.

Try demo(package = "fun") to see what it can do!

🔗 cran.r-project.org/package=fun

#rstats #RPackage #UseR #FunWithR
The Comprehensive R Archive Network
cran.r-project.org
Reposted by Josi Bernardo
mpi-nl.bsky.social
New twin study: Social media use is highly heritable - genes explain up to 72% of why we scroll. It’s not just ‘doomscrolling’ that affects mental health: your background matters. Full study: link.springer.com/article/10.1007/s10519-025-10224-2
#MentalHealth #Genetics #SocialMedia
The Association Between Frequency of Social Media Use, Wellbeing, and Depressive Symptoms: Disentangling Genetic and Environmental Factors - Behavior Genetics
Meta-analyses report small to moderate effect sizes or inconsistent associations (usually around r = -0.10) between wellbeing (WB) and social media use (SMU) and between anxious-depressive symptoms (ADS) and SMU (also around r = 0.10). This study employs the classical twin design, utilizing data from 6492 individuals from the Netherlands Twin Register, including 3369 MZ twins (893 complete twin pairs, 1583 incomplete twin pairs) and 3123 DZ twins (445 complete, 2233 incomplete) to provide insights into the sources of overlap between WB/ADS and SMU. Both hedonic and eudaimonic WB scales were used. SMU was measured by (1) the time spent on different social media platforms (SMUt), (2) the frequency of posting on social media (SMUf), and (3) the number of social media accounts individuals have (SMUn). Our results confirmed the low phenotypic correlations between WB and SMU (between r = -0.09 and 0.04) as well as between ADS and SMU (between r = 0.07 and 0.10). For SMU, heritability estimates between 32 and 72% were obtained. The small but significant phenotypic correlations between WB/ADS and the SMU phenotypes were mainly determined by genetic factors (in the range of 80-90%). For WB and SMU, genetic correlations were between -0.10 and -0.0, and for ADS and SMU genetic correlations were between 0.10 and 0.23. Genetic correlations implied limited but statistically significant sets of genes that affect WB/ADS and SMU levels. Overall, the results indicate that there is evidence that the small associations between WB/ADS and SMU are partly driven by overlapping genetic influences. We encourage researchers and experts to consider more personalized approaches when considering the association between WB and SMU, as well as understanding the reasons for individuals’ observed SMU levels.
link.springer.com
Reposted by Josi Bernardo
vincentab.bsky.social
{tinytable} 0.14.0 for #RStats makes it super easy to draw tables in html, tex, docx, typ, md & png.

There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful.

Check out the new gallery page for fun case studies.

vincentarelbundock.github.io/tinytable/vi...
a table about lemurs a table about students and schools a table about wines
josefina-bernardo.bsky.social
Very artsy 🎨 I’d love to see a version with a legend for the color clusters if that’s possible? Or alternatively an example trait for each color!
Reposted by Josi Bernardo
posit.co
Posit @posit.co · 28d
The 2025 Table Contest is now open! To inspire you, check out Melissa Van Bussel’s winning 2024 entry.

Her Spotify Dashboard is a masterclass in #RStats viz, complete with a YouTube tutorial series: melissavanbussel.github.io/spotify-dash...

Submit your entry for 2025: github.com/rich-iannone...
A Spotify-style dashboard showing "Today's Top Hits" with a green and dark gray theme. A playlist is on the left with columns for "Song," "Artist," "Popularity," and "Tempo." The main section on the right shows the album art for "Espresso" by Sabrina Carpenter.
Reposted by Josi Bernardo
kylieainslie.bsky.social
Instead of doing what I should be doing, I procrastinated by updating the "About" page of my website with a scrollytelling career timeline, some fun stats, and a card grid of hobbies! It's amazing what you can do with @quarto.org!

kylieainslie.github.io/about.html

#rstats #AcademicSky
josefina-bernardo.bsky.social
Come join me at @rladiesamsterdam.bsky.social 💜
rladiesamsterdam.bsky.social
WE WANT YOU! 🫵

Our organiser @kylieainslie.bsky.social is leaving us to go Down Under. 🦘 We're looking for new organisers to continue with @josefina-bernardo.bsky.social to keep @rladiesamsterdam.bsky.social the wonderful community it is. If you're in NL and interested, please get in touch! 💜
kylieainslie.bsky.social
Last week marked the end of my time at @rivm-nl.bsky.social.

I'm excited to be joining @thedohertyinst.bsky.social and The University of Melbourne as Modelling for Policy Lead!
Reposted by Josi Bernardo
vlott.bsky.social
New paper for anyone working with data:
Better data viz - for free, in few clicks.

Below, all N = 111, M = 0.04, SD = 0.27.
One-sided t-tests vs. 0 yield: t(110) = 1.67, p = .049.

Use raincloud plots. Or risk wrong conclusions!
Plot w/ @jaspstats.bsky.social today!

🧪 📊 #PsychSciSky #StatsSky

🧵👇
Figure 2 from the linked article. Abstract of the linked article
Reposted by Josi Bernardo
libbyheeren.bsky.social
LISTEN UP, Y'ALL! Do you have a dataset that you could submit to #TidyTuesday? This could be your first foray into contributing to open source! Let's give Jon some runway! I know we can do it.

Could be a subset of public data! Could be your own! I can help!

#rstats #python #pydata #julia #databs
jonthegeek.com
Hello #dataBS (& especially #TidyTuesday) fam! I'm trying to organize a thing to help me keep TidyTuesday running smoothly, but first I need to get a bit of a runway. Every week I curate a TT dataset, and it's wearing me down. Please see github.com/rfordatascie... for some ways you can help! #RStats
Reposted by Josi Bernardo
weare.rladies.org
Are you new to plotting in R? Keen to add ggplot to your toolbelt? I have spent some time in the last few months migrating the the RLadies Sydney website to Quarto, including the #RYouWithMe modules that we wrote for tidyverse beginners.
Reposted by Josi Bernardo
ent3c.bsky.social
New blog post: The New Eugenics Companies
(Oops, I meant to say generational health and embryo selection)
The New Eugenics Companies
Oops, I meant to say generational health and embryo selection
ericturkheimer.substack.com
Reposted by Josi Bernardo
libbyheeren.bsky.social
If you attend *ONE* Data Science Hangout this year, make it this week's hangout with JENNY BRYAN. Trust me ✨

Thursday, July 31st at 9AM PT / 12PM ET - a casual conversation with Jenny powered by YOUR questions. Feel free to lurk or hop in the chat. #rstats #databs

pos.it/dsh 👈🏼 👀 (register here!)
Promotional graphic for a Posit Data Science Hangout featuring Jenny Bryan, Sr. Software Engineer at Posit. The text reads: “Hanging out with Jenny Bryan, Sr. Software Engineer at Posit. July 31, 12pm ET, pos.it/dsh.” On the right side is a hexagonal photo of Jenny Bryan, who has light gray hair, glasses, and is smiling while wearing a light-colored hoodie. The background is a dark mauve color, and the Posit logo appears in the bottom right corner.
Reposted by Josi Bernardo
rogierk.bsky.social
New paper by @njudd.com shows that an additional year of education doesn't causally affect telomere length in old age, despite many (theory) accounts arguing otherwise. It's been desk rejected by 13 journals happy to publish small 'positive' telomere studies. Sigh. www.biorxiv.org/content/10.1...
josefina-bernardo.bsky.social
So curious about this! A developer friend recommended DuckDB to me a while ago but I ignored it since I mainly work in R. Can't wait to learn more about this 🦆 #RStats #tidyverse
josefina-bernardo.bsky.social
As you can see by my big smile I had a lot of fun talking about this project and getting some input! Thanks a lot to everyone at APH Personalized Medicine for your support and insightful questions! I am more than grateful I got the opportunity to go abroad for so long early in my PhD 😊
ntrbiopsy.bsky.social
On June 5th, our amazing colleague @josefina-bernardo.bsky.social shared with the APH community all the incredible work she’s done with the personalized medicine grant she received last year. 💡💊
So inspiring to see what impact this support has made! 🚀 #PersonalizedMedicine #APH #TravelGrant
Reposted by Josi Bernardo
eivindy.bsky.social
1/13 New preprint out! We developed methods to test a key assumption in family-based genetic studies: that siblings don’t genetically influence each other’s traits. Spoiler: mostly they don’t, but there’s a twist with ADHD ratings at age 3 👶
osf.io/preprints/ps...
https://osf.io/preprints/psyarxiv/b4c76_v1
t.co
Reposted by Josi Bernardo
rladiesamsterdam.bsky.social
R-Ladies Amsterdam now has a YouTube channel!

Our first video is @cecibaldoni.bsky.social's excellent talk about how to use @quarto.org and Closeread for scrollytelling science.

This talk was excellent! If you missed it, check it out now! youtu.be/ytKZ357Xtqw?...

#rladies #rstats #scicomm
R-Ladies Amsterdam (English) - Scrollytelling Science with Quarto and Closeread
YouTube video by R-Ladies Amsterdam
youtu.be
Reposted by Josi Bernardo
hfsunde.bsky.social
Our paper on indirect assortative mating is now out in @natcomms.nature.com! In it, we provide refined definitions of terms used to explain partner similarity, develop statistical models, and find evidence of surprisingly high social homogamy for education.

Link: doi.org/10.1038/s414...
Reposted by Josi Bernardo
perlinedemange.bsky.social
Financial stress is most strongly associated with epigenetic aging amongst a broad range of negative life events (between-family estimates). By Bodine Gonggrijp @ntrbiopsy.bsky.social @essgn.bsky.social
josefina-bernardo.bsky.social
In the next step, we will look at how intergenerational transmission differs between teacher evaluations and written exams. Thank you for all the interesting presentations and conversations. I continue to be humbled and inspired by the many brilliant minds in this field 😌
josefina-bernardo.bsky.social
We found that most of the similarity between parents and children (r = .36) is attributable to genetic transmission (67%), with smaller parts being explained by extended-family transmission (25%) and phenotypic transmission (9%).