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Ben Marwick

@benmarwick

Archaeologist and #rstats enthusiast

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12.09.2023
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Latest posts by Ben Marwick @benmarwick

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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

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

๐Ÿงช๐Ÿบ

New in @science.org

23.02.2026 22:36 ๐Ÿ‘ 50 ๐Ÿ” 14 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 2
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...

โ€œChanging the Landscape of Archaeological Publishingโ€

๐Ÿ“š 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

18.02.2026 19:45 ๐Ÿ‘ 9 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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

โ€œRather than treating [academic] job ads as prescriptions, we frame them as signals โ€” shaped by departmental needs, institutional pressures, and broader social moments. This gives a clearer picture of the demand side of academic archaeologyโ€

www.cambridge.org/core/journal...

02.02.2026 08:45 ๐Ÿ‘ 7 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Lab morale got you down? Try a handbook Documents that lay out a research groupโ€™s ethos and practical guidelines are becoming increasingly popular in the academic community.

Documents that lay out a research groupโ€™s ethos and practical guidelines are becoming increasingly popular in the academic community

go.nature.com/3OzPt0h

11.02.2026 10:14 ๐Ÿ‘ 20 ๐Ÿ” 8 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Lab morale got you down? Try a handbook Documents that lay out a research groupโ€™s ethos and practical guidelines are becoming increasingly popular in the academic community.

Lab morale got you down? Try a handbook

10.02.2026 12:46 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Check out our new article in Current Anthropology on the changing landscape of archaeological publishing! www.doi.org/10.1086/739789

05.02.2026 00:40 ๐Ÿ‘ 6 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
University of Chicago Press Journals: Cookie absent

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....

04.02.2026 19:21 ๐Ÿ‘ 30 ๐Ÿ” 19 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 3
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".

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".

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!

๐Ÿ“š https://cup.org/4bJJlw5

#Archaeology #PaperOfTheMonth

27.01.2026 11:56 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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 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 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.

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.

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_...
๐Ÿงช๐Ÿบ

23.01.2026 13:03 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Technological innovations and hafted technology in central China ~160,000โ€“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 ~160โ€“72 thousand years ago that demonstrate early, complex technological advancements.

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. ๐Ÿบ ๐Ÿงช

27.01.2026 20:34 ๐Ÿ‘ 53 ๐Ÿ” 17 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 1
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

Super interesting article on the archaeology jobs wiki and trends in archaeology job ads

23.12.2025 10:34 ๐Ÿ‘ 6 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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

Congratulations to UCD School of Archaeologyโ€™s Dr Jess Beck and her colleagues on their paper in American Antiquity, just published December 2025

โ€œHire Ed: Job Market Dynamics for Tenure-Track Faculty Positions in Archaeologyโ€

www.cambridge.org/core/journal...

23.12.2025 11:23 ๐Ÿ‘ 10 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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, Elsevierโ€™s leading platform of peer-reviewed scholarly literature

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...
๐Ÿฆด๐Ÿ“Š @ercrema.bsky.social @benmarwick.bsky.social

23.12.2025 07:15 ๐Ÿ‘ 16 ๐Ÿ” 8 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 2
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

Patterns we noticed:

- environmental & public archaeology dominate;
- Indigenous & historical archaeology spike ~2019โ€“21;
- digital methods rise;
- hyper-specialized artifact methods barely appear.

More details: doi.org/10.1017/aaq....

22.12.2025 17:20 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
First page of journal article with title, authors, and abstract

First page of journal article with title, authors, and abstract

We looked at 10 years of archaeology tenure-track job ads (2013โ€“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... ๐Ÿงช

22.12.2025 17:18 ๐Ÿ‘ 20 ๐Ÿ” 10 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tulaโ€™i (Tuleii), Zagros, Iran This study examines the lithic assemblages from Tulaโ€™i to investigate the occupation styles and mobility strategies of the inhabitants during the Neolithic. We analyzed the lithic production patter...

#่€ƒๅคๅญฆใฎใŠใ‚„ใค 2/2
โ–ถ Setareh Shafizadeh ๐‘’๐‘ก ๐‘Ž๐‘™. (2025) Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tulaโ€™i (Tuleii), Zagros, Iran. ๐ฟ๐‘–๐‘กโ„Ž๐‘–๐‘ ๐‘‡๐‘’๐‘โ„Ž๐‘›๐‘œ๐‘™๐‘œ๐‘”๐‘ฆ. doi.org/10.1080/0197...

12.11.2025 15:57 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Open access:Between Nomads and Settlers: A Quantitative Analysis of Lithic Assemblages from Tulaโ€™i (Tuleii), Zagros, Iran. www.tandfonline.com/doi/full/10....

13.11.2025 11:42 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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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

20.10.2025 11:34 ๐Ÿ‘ 4 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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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...

25.08.2025 14:47 ๐Ÿ‘ 67 ๐Ÿ” 29 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 2
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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 youโ€™d like to join the conversation: armando.falcucci@nyu.edu

#Archaeology #FlintFriday #FossilFriday ๐Ÿบ

22.08.2025 10:30 ๐Ÿ‘ 8 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Here's said mascot along with an excellent checklist by @shreyadimri.bsky.social

02.08.2025 17:05 ๐Ÿ‘ 19 ๐Ÿ” 8 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
TADA! Simple guidelines to improve code sharing

๐ŸŽ‰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.

02.08.2025 17:05 ๐Ÿ‘ 100 ๐Ÿ” 53 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 5
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...

All data and code available on zenodo (doi.org/10.5281/zeno...) and on my GitHub account. #opendata
Thanks @benmarwick.bsky.social โ€ฌfor the possibility to learn from reproducing your work and for providing the basis for this replication, which are unfortunately excessively rare in #Archaeology!

08.07.2025 14:32 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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.

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.

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? ๐Ÿบ๐Ÿงช

08.07.2025 14:32 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Yes, you can see some of the most recent debate on this question in the comments where I shared the paper here: www.reddit.com/r/Archaeolog...

07.07.2025 09:25 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Checklist of items researchers can do to improve the reproducibility of their code

Checklist of items researchers can do to improve the reproducibility of their code

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... ๐Ÿงช๐Ÿบ

06.07.2025 01:25 ๐Ÿ‘ 108 ๐Ÿ” 32 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 3
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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 tโ€ฆ

I'm happy to share this review article, where I attempt to ponder about missed opportunities in archaeological statistical modelling.

24.06.2025 14:41 ๐Ÿ‘ 18 ๐Ÿ” 6 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
First page of the journal article

First page of the journal article

Fig 1 boxplot

Fig 1 boxplot

Fig 2 scatter plot panel

Fig 2 scatter plot panel

Fig 3 ridgeplot panel

Fig 3 ridgeplot panel

Is archaeology a science? ๐Ÿงช

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...

18.06.2025 16:59 ๐Ÿ‘ 23 ๐Ÿ” 7 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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๐Ÿšจ Big milestone for Rdatasets ๐Ÿšจ

The web archive now hosts 3400+ free and documented CSV datasets. Fantastic for teaching and testing!

And {Rdatasets} is a new #RStats ๐Ÿ“ฆ for easy download and search

Web archive: vincentarelbundock.github.io/Rdatasets

R ๐Ÿ“ฆ: vincentarelbundock.github.io/Rdatasetspkg

06.06.2025 17:39 ๐Ÿ‘ 257 ๐Ÿ” 78 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 1

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.

04.06.2025 11:15 ๐Ÿ‘ 12 ๐Ÿ” 16 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1