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Ben Marwick

@benmarwick.bsky.social
1.7K followers 268 following 47 posts

Archaeologist and #rstats enthusiast

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Reposted by Ben Marwick
Alain Queffelec @alainqueffelec.bsky.social · 09/04/2026
It was so interesting to reproduce @benmarwick.bsky.social 's paper and to try to replicate it with openalex.org data. OpenAlex is bigger & more inclusive than commercial databases—but it still lacks many cited references, just like @opencitations.bsky.social. We need to push for more #opencitations
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PCI Archaeology @pciarchaeology.bsky.social · 09/04/2026
1/3 New recommendation: @alainqueffelec.bsky.social (2026). Replication report for Marwick (2025) “Is archaeology a science?”, including new data from OpenAlex. V5 peer-reviewed and recommended by PCI #Archaeology doi.org/10.5281/zeno... 🏺🧪🦣 #OpenScience #openaccess
Figure 2 from the preprint: Comparison of Web of Science (Wos), OpenAlex (OA), and OpenCitations (OC) data for the articles present in the three datasets. A. Number of authors, B. Length of the title, C. Number of pages, D. Attributed year, E. Number of references. For each plot, a dashed-line represents y = x.
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Taylor Mitchell Brown @tmitchellbrown.bsky.social · 23/02/2026
Around 40,000 years ago, migrating Homo sapiens spread across Europe carrying handled objects intricately etched with geometric designs. Today, researchers find these signs might have represented an ancient form of proto-writing. #Archaeology #Aurignacian 🧪🏺 New in @science.org
science.org
Ancient artifacts hint at earliest protowriting
Geometric shapes on 40,000-year-old bone and ivory suggest early European Homo sapiens long possessed cognitive tools for language
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UCD School of Archaeology, Dublin @ucdarchaeology.bsky.social · 18/02/2026
“Changing the Landscape of Archaeological Publishing” 📚 Congratulations to Dr Jess Beck, Ad Astra Fellow, UCD School of Archaeology, and multi-national co-authors on their important new paper in Current Anthropology critically assessing archaeological publishing. doi.org/10.1086/739789
doi.org
Changing the Landscape of Archaeological Publishing | Current Anthropology
Disseminating research is a key component of scholarly labor, but the costs and benefits of the current structure of academic publishing are underexamined within anthropology. This paper brings togeth...
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Reposted by Ben Marwick
Rebecca Sear @rebeccasear.bsky.social · 02/02/2026
“Rather than treating [academic] job ads as prescriptions, we frame them as signals — shaped by departmental needs, institutional pressures, and broader social moments. This gives a clearer picture of the demand side of academic archaeology” www.cambridge.org/core/journal...
cambridge.org
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology | American Antiquity | Cambridge Core
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology
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Reposted by Ben Marwick
Nature @nature.com · 11/02/2026
Documents that lay out a research group’s ethos and practical guidelines are becoming increasingly popular in the academic community go.nature.com/3OzPt0h
go.nature.com
Lab morale got you down? Try a handbook
Documents that lay out a research group’s ethos and practical guidelines are becoming increasingly popular in the academic community.
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Reposted by Ben Marwick
Sciences @sciences.skyfleet.blue · 10/02/2026
Lab morale got you down? Try a handbook
nature.com
Lab morale got you down? Try a handbook
Documents that lay out a research group’s ethos and practical guidelines are becoming increasingly popular in the academic community.
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Reposted by Ben Marwick
Christina Warinner @christinawarinner.bsky.social · 05/02/2026
Check out our new article in Current Anthropology on the changing landscape of archaeological publishing! www.doi.org/10.1086/739789
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Dr. Laura Heath-Stout @lheathstout.bsky.social · 04/02/2026
New article! "Changing the Landscape of Archaeological Publishing" in Current Anthropology, by a giant collaborative group of coauthors fearlessly led by Jess Beck and including @bridgetalex.bsky.social @benmarwick.bsky.social @christinawarinner.bsky.social www.journals.uchicago.edu/doi/epdf/10....
journals.uchicago.edu
University of Chicago Press Journals: Cookie absent
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Cambridge University Press - Archaeology @cambup-archaeology.cambridge.org · 27/01/2026
The Paper of the Month from American Antiquity is "Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology" by Ben Marwick et al., available #openaccess! 📚 cup.org/4bJJlw5 #Archaeology #PaperOfTheMonth
Cover of "American Antiquity" journal, featuring two individuals examining artifacts at an archaeological site, with text beside it reading "American Antiquity. Paper of the Month".
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Reposted by Ben Marwick
Alain Queffelec @alainqueffelec.bsky.social · 23/01/2026
New version of my reproduction and replication attempt of @benmarwick.bsky.social 's paper published few months ago in JAS, but here with #OpenAlex and #OpenCitations data. You can read it in a interactive html page here: aqueff.github.io/replication_... 🧪🏺
Figure 1 from the preprint: Comparison of Web of Science (Wos), OpenAlex (OA), and OpenCitations (OC) data for the articles present in the three datasets. A. Number of authors, B. Length of the title, C. Number of pages, D. Attributed year, E. Number of references. For each plot, a dashed-line represents y = x.Figure 5 of the preprint: Biplot of the first and second principal components of a PCA computed on the means of the five bibliometric variables for each journal in the sample. The arrows represent the correlation between each original variable and the principal components. The direction and length of the arrows indicate how strongly each variable contributes to each component.Figure 6 of the preprint: Variation in bibliometric indicators of hardness for 25 archaeological journals based on OpenAlex data. The journals are ordered for each indicator so that within each plot, the harder journals are at the top of the plot and the softer journals are at the base. Panel F shows a bar plot that is the single consensus ranking computed from all five variables, using the Borda Count ranking algorithm.
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Nature Portfolio @natureportfolio.nature.com · 27/01/2026
Early humans in central China may have been making sophisticated stone tools as early as 160,000 years ago, according to research in Nature Communications. This discovery challenges the perception that stone tool technology in Asia lagged behind Europe and Africa during this period. 🏺 🧪
go.nature.com
Technological innovations and hafted technology in central China ~160,000–72,000 years ago - Nature Communications
Stone tools illustrate behavioural complexities in Middle Pleistocene hominin populations. Here, the authors present small dimensional flakes and hafted tools from Xigou, central China, dated to ~160–72 thousand years ago that demonstrate early, complex technological advancements.
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Reposted by Ben Marwick
Kim Connor @theotherkim.bsky.social · 23/12/2025
Super interesting article on the archaeology jobs wiki and trends in archaeology job ads
cambridge.org
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology | American Antiquity | Cambridge Core
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology
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Reposted by Ben Marwick
UCD School of Archaeology, Dublin @ucdarchaeology.bsky.social · 23/12/2025
Congratulations to UCD School of Archaeology’s Dr Jess Beck and her colleagues on their paper in American Antiquity, just published December 2025 “Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology” www.cambridge.org/core/journal...
cambridge.org
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology | American Antiquity | Cambridge Core
Hire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeology
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Reposted by Ben Marwick
Petra Vaiglova @petravaiglova.bsky.social · 23/12/2025
Very excited that our new guidelines for reporting the results of statistical analyses in the Journal of Archaeological Science have now been published online: www.sciencedirect.com/journal/jour... 🦴📊 @ercrema.bsky.social @benmarwick.bsky.social
sciencedirect.com
Reporting statistical analyses at JAS - Journal of Archaeological Science | ScienceDirect.com by Elsevier
Read the latest articles of Journal of Archaeological Science at ScienceDirect.com, Elsevier’s leading platform of peer-reviewed scholarly literature
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Ben Marwick @benmarwick.bsky.social · 22/12/2025
We looked at 10 years of archaeology tenure-track job ads (2013–2023) to see what departments actually ask for: topics, methods, regions, and application materials. Open-access paper: doi.org/10.1017/aaq.... Data and R code used for the study are openly available here doi.org/10.5281/zeno... 🧪
First page of journal article with title, authors, and abstract
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おやつMaster(考古学のおやつ) @oyatsumaster.bsky.social · 12/11/2025
#考古学のおやつ 2/2 ▶ Setareh Shafizadeh 𝑒𝑡 𝑎𝑙. (2025) Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tula’i (Tuleii), Zagros, Iran. 𝐿𝑖𝑡ℎ𝑖𝑐 𝑇𝑒𝑐ℎ𝑛𝑜𝑙𝑜𝑔𝑦. doi.org/10.1080/0197...
doi.org
Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tula’i (Tuleii), Zagros, Iran
This study examines the lithic assemblages from Tula’i to investigate the occupation styles and mobility strategies of the inhabitants during the Neolithic. We analyzed the lithic production patter...
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Fereidoun Biglari @fbiglari.bsky.social · 13/11/2025
Open access:Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tula’i (Tuleii), Zagros, Iran. www.tandfonline.com/doi/full/10....
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Lorentz Center @lorentzcenter.bsky.social · 20/10/2025
Using the lead isotope community and neighbouring fields as nucleus, this workshop initiates the development of a toolbox for the archaeological sciences written as R package. bit.ly/4nah57V @benmarwick.bsky.social
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manvir singh @manvir.bsky.social · 25/08/2025
Why do societies reliably develop strikingly similar traditions like dance songs, hero stories, shamanism & justice institutions? In a new BBS target article, I propose a theory for such "super-attractors" + cultural evolution more broadly. Now open for commentary: www.cambridge.org/core/journal...
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Armando Falcucci @armandofalcucci.bsky.social · 22/08/2025
Co-organizing a session at #SAA San Francisco with T. Kovach: "Toward an Integration of Quantitative Approaches in #Lithic Analysis." A few spots still open! Abstracts due Sept. 4. Email me if you’d like to join the conversation: armando.falcucci@nyu.edu #Archaeology #FlintFriday #FossilFriday 🏺
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Edward R. Ivimey-Cook @eivimeycook.bsky.social · 02/08/2025
Here's said mascot along with an excellent checklist by @shreyadimri.bsky.social
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Edward R. Ivimey-Cook @eivimeycook.bsky.social · 02/08/2025
🎉New preprint! "TADA! Simple guidelines to improve code sharing" tinyurl.com/8rmnwjrk We present simple guidelines to help researchers of all coding levels improve the transparency and reproducibility of their analytical code, TADA! Transferable, Accessible, Documented, Annotated.
ecoevorxiv.org
TADA! Simple guidelines to improve code sharing
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Alain Queffelec @alainqueffelec.bsky.social · 08/07/2025
All data and code available on zenodo (doi.org/10.5281/zeno...) and on my GitHub account. #opendata Thanks @benmarwick.bsky.social ‬for the possibility to learn from reproducing your work and for providing the basis for this replication, which are unfortunately excessively rare in #Archaeology!
doi.org
Marwick (2025) "Is archaeology a science?": reproducibility for training and replication with OpenAlex for testing.
The zip file contains the necessary files and folders to reproduce the preprint deposited on SocArXiv and which can also be read in a more interactive way with code chunks and interactive table of con...
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Reposted by Ben Marwick
Alain Queffelec @alainqueffelec.bsky.social · 08/07/2025
New #preprint online: Reproduction and replication of @benmarwick.bsky.social (2025), with data from OpenAlex. Accessible as interactive html version: aqueff.github.io/replication_... and more traditional manuscript with doi here: doi.org/10.31235/osf... Is archaeology a hard or soft science? 🏺🧪
Boxplots comparing data for top-25 journal metrics and data from Fanelli & Glanzel 2013 for Physics, Social Sciences and Humanities. Most of the time Archaeology fits pretty close to Social Sciences, except for Diversity of sources where it harder than Physics.
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Ben Marwick @benmarwick.bsky.social · 06/07/2025
Here is my checklist summarising a small set of some of the simplest tasks you can do that have high potential to improve the reproducibility of your analysis code. This is based on my year of reproducibility reviews for the J. of Archaeological Science: authors.elsevier.com/a/1lHjN_6yUM... 🧪🏺
Checklist of items researchers can do to improve the reproducibility of their code
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Enrico R. Crema @ercrema.bsky.social · 24/06/2025
I'm happy to share this review article, where I attempt to ponder about missed opportunities in archaeological statistical modelling.
sciencedirect.com
Statistical modelling in archaeology: some recent trends and future perspectives
This paper reviews the application of statistical models in archaeology in the last decade, focusing in particular on multilevel models, statistical t…
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Ben Marwick @benmarwick.bsky.social · 18/06/2025
Is archaeology a science? 🧪 Here's my new paper that has a go at answering this question by analysing 10,000 journal articles: authors.elsevier.com/a/1lHjN_6yUM...
First page of the journal articleFig 1 boxplotFig 2 scatter plot panelFig 3 ridgeplot panel
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Vincent Arel-Bundock @vincentab.bsky.social · 06/06/2025
🚨 Big milestone for Rdatasets 🚨 The web archive now hosts 3400+ free and documented CSV datasets. Fantastic for teaching and testing! And {Rdatasets} is a new #RStats 📦 for easy download and search Web archive: vincentarelbundock.github.io/Rdatasets R 📦: vincentarelbundock.github.io/Rdatasetspkg
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Cultural Evolution Society @culturalevolsoc.bsky.social · 04/06/2025
It's CES election time! We have FOUR positions that have come up for renewal, so please consider nominating yourself or your colleagues. Nominations close June 20th, with voting from June 30th -July 4th.
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Noam Ross @noamross.net · 29/05/2025
Very excited to be working with Angie Reed + the Tribal Exchange Network (www.tribalexchangenetwork.org) on a revival of {redoc}, an #rstats pkg enabling collaboration on reproducible reports. Thanks to the R Consortium and congrats to the other grant winners! r-consortium.org/posts/r-cons...
r-consortium.org
R Consortium Awards First Round of 2025 ISC Grants – R Consortium
The R Consortium’s Infrastructure Steering Committee (ISC) is proud to announce the first round of 2025 grant recipients. These seven projects are receiving support to enhance and expand the capabilit...
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Reposted by Ben Marwick
Michael Petraglia @mdpetraglia.bsky.social · 26/05/2025
Paper alert! Happy to have joined Huan et al. to examine miniaturised lithic diversity across the last 20,000 years in southern China and its potential relation to geographic and climatic variability. link.springer.com/article/10.1...
link.springer.com
Lithic miniaturization in South China since the terminal Pleistocene: A multivariate analysis of lithic reduction from Fodongdi, Fulin and Xiqiaoshan - Journal of Geographical Sciences
Lithic miniaturization is a key adaptive and technological feature of human populations and one of the key cultural hallmarks in the Late Pleistocene of Eastern Asia. In northern China this form of st...
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Dieter Lukas @dieterlukas.fediscience.org.ap.brid.gy · 25/04/2025
There are lots of benefits of releasing code alongside scientific publications - when you do, you might want to consider your code's "Reporting, Running, Reliability, Reproducibility, Robustness, Readability, and Release."
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Konstantin Bogatyrev @bogatyrev.bsky.social · 09/05/2025
As long as social science journals don’t implement actual code review — not just mechanical reproducibility checks — there’s no good way to ward off such errors or abuse. Not every publication has a shocking result begging for a replication, like the one flagged by @johannarickne.bsky.social.
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Fabian A. Boetzl @fboetzl.bsky.social · 09/05/2025
Thank you for your important work! It is crystal clear that code and data publication alongside each manuscript is the only way forward for science. Manuscripts with data analyses that do not publish code and data should not be accepted for publication anymore.
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Cambridge University Press - Archaeology @cambup-archaeology.cambridge.org · 02/04/2025
SAA journal #AmericanAntiquity is advancing #researchtransparency in #publishing. Read how, alongside an introduction to Associate Editor for #Reproducibility, Dr. Alan Farahani. Approach: ▶️ cup.org/4hFclo5 Editorial: ▶️ cup.org/41AHuDk #Archaeology #SAA2025Denver
Banner for American Antiquity promoting Research Transparency & Reproducibility, featuring an image of individuals conducting an archaeological excavation.
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Nature @nature.com · 22/04/2025
Computer scientists and bioinformaticians address four key questions to help rookie coders to make the right choice go.nature.com/42UuoT3
go.nature.com
Which programming language should I use? A guide for early-career researchers
Computer scientists and bioinformaticians address four key questions to help rookie coders to make the right choice.
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Alex Coppock @aecoppock.bsky.social · 16/04/2025
New visualization tool alert! The vayr package version 1.0.0 is now on CRAN. It contains position adjustments for ggplot2 that help with overplotting in pleasing ways. My favorite is position_sunflower(). - install.packages("vayr") - alexandercoppock.com/vayr #rstats #ggplot2 #dataviz
position_jitter()position_jitter_ellipse()position_sunflower()position_circlepack()
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Martin Hebart @martinhebart.bsky.social · 15/04/2025
Proud to announce our primer on "Ten principles for reliable, efficient, and adaptable coding in psychology and cognitive neuroscience" www.nature.com/articles/s44... This primer is for beginners to get started, advanced programmers to improve, and PIs. #psychology #psychsci #cogsci #neuroskyence
nature.com
Ten principles for reliable, efficient, and adaptable coding in psychology and cognitive neuroscience - Communications Psychology
Programming is essential for modern research in neuroscience and psychology, but it can quickly become a source of frustration and error. This Primer introduces ten practical principles guiding resear...
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Tom Wallis @tsawallis.bsky.social · 16/04/2025
Many processes from industry are not appropriate or overkill for an academic setting, but we can and should be doing better than we currently are. Our paper tries to give practical advice on how you can improve your scientific workflow, without being a coding guru. www.nature.com/articles/s44...
nature.com
Ten principles for reliable, efficient, and adaptable coding in psychology and cognitive neuroscience - Communications Psychology
Programming is essential for modern research in neuroscience and psychology, but it can quickly become a source of frustration and error. This Primer introduces ten practical principles guiding resear...
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Petra Vaiglova @petravaiglova.bsky.social · 14/04/2025
I am thrilled to share my paper on statistical training in archaeology. Thank you to @kjkillackey.bsky.social for the incredible illustration in the graphical abstract. www.sciencedirect.com/science/arti...
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Ben Marwick @benmarwick.bsky.social · 02/04/2025
Here is an excellent checklist for reproducible research, this is from the Biometrical Journal, but is relevant for computational scientists in all fields: onlinelibrary.wiley.com/page/journal... Lots of best practices and specific tips for increasing the quality, usefulness & impact of papers 🧪
screenshot of a page of the Checklist for Code and Data Supplements from the Biometrical Journal screenshot of a page of the Checklist for Code and Data Supplements from the Biometrical Journal screenshot of a page of the Checklist for Code and Data Supplements from the Biometrical Journal screenshot of a page of the Checklist for Code and Data Supplements from the Biometrical Journal
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MU-Peter Shimon 🀄 @mu-peter.bsky.social · 31/03/2025
Archaeology and the Construction of Artifact Lineages: From Culture History to Phylogenetics 🏺🧪 Michael O’Brien, @svalver.bsky.social et al link.springer.com/article/10.1... Agrees with @nilese.bsky.social but documenting of (pre)history is only 1st step facing paleobiologists and archaeologists.
Ilya Tëmkin and Niles Eldredge’s (2007) depiction of the evolution of cornet designs. Vertical lines represent design lifespans, and horizontal lines denote vertical transfer between designs. Curved red lines indicate horizontal influence between designs, which becomes more prevalent in later periods. The phylogeny is reconstructed using morphological traits, revealing two main epochs, which represent the Stölzel (shaded left) and the Périnet valve systems (right). The markings (filled circles) point to key innovations such as valve number (violet), second valve slide shift (blue), bell exit position (green), and shape modification (yellow). (Full-color figure available in electronic version)Phylogenetic tree of 41 classes of projectile points from the eastern United States, with clades shown in different colors (from O’Brien et al. 2014a, b). Roman numerals denote characters (traits), and subscript numbers denote character states. Open boxes indicate homologous changes (the result of shared ancestry); shaded boxes indicate parallel or convergent changes; and half-shaded boxes indicate characters that reverted to an ancestral state
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Ben Marwick @benmarwick.bsky.social · 31/03/2025
Here is our plain English summary of our new discovery of Middle Palaeolithic stone tools in East Asia: theconversation.com/stone-tool-d... published today in @us.theconversation.com 🧪
theconversation.com
Stone tool discovery in China shows people in East Asia were innovating during the Middle Paleolithic, like in Europe and Middle East
Discovery in China of tools called Quina scrapers suggests the people of East Asia were as inventive and flexible with technology during the Middle Paleolithic era as those in other parts of the world...
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Ben Marwick @benmarwick.bsky.social · 31/03/2025
Our new paper reports a complete Quina technological system in the 60-50 ka assemblage at Longtan, Southwest China Ruan, Q. et al. (2025) Quina lithic technology indicates diverse Late Pleistocene human dynamics in East Asia doi.org/10.1073/pnas... 🆓 faculty.washington.edu/bmarwick/PDF...
front page of the articleFigure. 3 from the article showing products of the Quina system at the Longtan siteFigure 4 from the article showing features of Quina products compared to ordinary scrapers.Figures showing the site location and stratigraphy
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Davide Delpiano @davidedelpiano.bsky.social · 31/03/2025
Finally out!! Check our paper on Middle Paleolithic Quina technology in south China, Just published in PNAS! www.pnas.org/doi/10.1073/...
pnas.org
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
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Emily Hallinan @eshallinan.bsky.social · 25/03/2025
Our new paper on 3D GM has all the models and script available for others to apply our method. We use it to demonstrate interregional variability of Nubian Levallois cores but it has broader potential for lithic studies #openscience #archaeology #3DGM @icarehb.bsky.social @jmcascalheira.bsky.social
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João Cascalheira @jmcascalheira.bsky.social · 25/03/2025
📢 We have a new paper out!! Led by the incredible @eshallinan.bsky.social we introduce a novel application of three-dimensional geometric morphometrics (GM) to quantify the shape variability of Nubian Levallois cores. #archaeology #openscience @icarehb.bsky.social link.springer.com/article/10.1...
link.springer.com
Quantifying Levallois: a 3D geometric morphometric approach to Nubian technology - Archaeological and Anthropological Sciences
Levallois technology, a hallmark of Middle Palaeolithic stone tool manufacture, involves sophisticated core reduction strategies that have major implications for understanding human cognitive and tech...
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Sergi Valverde @svalver.bsky.social · 19/03/2025
How can we link archaeological artifacts to evolutionary processes? In our last paper, we show how navigating the epistemological issues and pitfalls of phylogenetic reconstruction reveals universal principles of evolution—variation, transmission, and selection. link.springer.com/article/10.1...
Seriation and genealogy in material culture. a James Ford’s view of culture change as manifest in artifacts (after Ford 1962). Note the consistent and gradual change in each of the three vessel forms through time. Not only is the passage of time measured by the sequence of forms, but heritable continuity and transmission are implied, indicating that each line of vessels comprises a lineage. b Sir William M. Flinders Petrie’s genealogy of ceramic-vessel forms from Egyptian burials (after Petrie 1899). Numbers refer to temporal periods. Note that all three modes of evolution—anagenesis, cladogenesis, and reticulation—are present, although Petrie did not name them
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