New paper in press at JPSP! An adversarial collaboration focusing on a large-scale test of how strongly implicit racial attitudes predict discriminatory behavior. Pre-print here: osf.io/preprints/ps...
02.12.2025 14:13 โ ๐ 121 ๐ 55 ๐ฌ 7 ๐ 11
2.3.2.5 Algorithmically confounded
Behavior in found data is not natural, it is driven by the engineering goals of the systems. Although many found data sources are non-reactive because people are not aware their data are being recorde...
Yeah, any non-experimental study on a private platform, esp longitudinal, should think about algorithmic drift. Particularly worrisome since algo can be changed for subset of users or without notice
23.11.2025 15:20 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0
Also, interesting comments on sifting through footage with the aim of finding positive interactions to share with the public, an issue @robvoigt.bsky.social and I observed in other vendors' pitches to PDs: journals.sagepub.com/doi/pdf/10.1...
06.11.2025 16:41 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0
and replacing it with this:
05.11.2025 14:36 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Two people thought that! I think I have next year's costume ready...
31.10.2025 17:29 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Appreciated the chance to share @arajo-eunkyung.bsky.social and I's work on Streetview Sampling on ๐! The ๐ธ๐ costume is only for today, but the methods paper and tools are open access: guilfordjournals.com/doi/pdf/10.1...
31.10.2025 17:26 โ ๐ 8 ๐ 2 ๐ฌ 1 ๐ 1
Come join OS at UM!
10.10.2025 17:50 โ ๐ 4 ๐ 3 ๐ฌ 0 ๐ 0
Me shaking my head in Orioles
27.09.2025 12:03 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Not as fun as either, but Mapillary has free API calls
17.09.2025 23:35 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0
We should make police interactions more respectful. However, enforcement is an investigatory tool, it undermines these goals. Interactions canโt build trust if they start with a lie. As traffic stops become the vehicle for investigation and immigration enforcement, the costs will be severe. (7/7)
15.09.2025 17:46 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0
Because they entail so much choice, however, police departments can rein in discretionary stops. We found one directive in which merely advised officers to curtail equipment stops reduced racial gaps in stop rates, by bringing down the high number of equipment stops of Black drivers (6/7)
15.09.2025 17:46 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
This context means different things to Black and White drivers. We asked DMV customers to listen to recordings of equipment + moving stops and report their trust in the officer. White participants were generally trusting, but Black customers were skeptical of officers in high-discretion stops. (5/7)
15.09.2025 17:46 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Looking across a range of agencies, we find that stops of Black drivers are much more likely to be for minor offenses relative to Whites, particularly in urban police departments. Statewide agencies, focus on enforcement rather than investigation, show no disparities in discretionary context (4/7)
15.09.2025 17:46 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Every driver is breaking some traffic law at some time. However, officers have more choice in enforcing some offenses (broken taillight) than others (drunk driving). Minor stops are ambiguous: all the more so since police are permitted and encouraged to use them as a pretext for investigation. (3/7)
15.09.2025 17:46 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Leveraging body-worn camera footage to assess the effects of training on officer communication during traffic stops
Abstract. Can training police officers on how to best interact with the public actually improve their interactions with community members? This has been a
Psychologists (including me) have thought about how officers talk with citizens, and the benefits of making stop interactions more respectful. But, a narrow focus on what goes on during stops overlooks the decision that leads to those stops in the first place (2/7). academic.oup.com/pnasnexus/ar...
15.09.2025 17:46 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
SPSSI Journals
Traffic stops are common and consequential for citizensโ legal socialization and for racial gaps in police-community trust. Efforts to change the tenor of police interactions, however, may discount t...
New in JSI (OA): Reckless speeding or tinted windows? We look at racial disparities in reasons why drivers are stopped, their disparate impacts on community trust, and how police departments exacerbate โor mitigateโ their impacts through policy. (1/7)
spssi.onlinelibrary.wiley.com/doi/10.1111/...
15.09.2025 17:46 โ ๐ 11 ๐ 5 ๐ฌ 1 ๐ 0
ICE arrested a dad dropping off his kid at my son's school today. Elementary school. What a fucking world.
04.09.2025 18:28 โ ๐ 60 ๐ 22 ๐ฌ 1 ๐ 5
Donโt think I will.
19.08.2025 11:11 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0
Government documents show police disabling AI oversight tools
Departments aren't reviewing or disclosing AI-written police reportsโwhich are now being used in plea deals.
๐จ SCOOP๐จ: Records obtained by Mother Jones almost uniformly show police departments are deactivating safeguards meant to prevent AI bias while making it difficult or impossible to audit which police reports were generated by AI.
@tekendra-parmar.bsky.social reports:
15.08.2025 17:49 โ ๐ 769 ๐ 382 ๐ฌ 32 ๐ 30
Is there a second page to generate the readings, slides, assignments, lecture recordings, and Simpsons references?
15.08.2025 13:38 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Sage Journals: Discover world-class research
Subscription and open access journals from Sage, the world's leading independent academic publisher.
This semester, I want my lab to play around with GPT for some content-coding type tasks. Do folks have other recs for accessible methods papers/tutorials, e.g. from @thomasdavidson.bsky.social 's "[special issue](journals.sagepub.com/doi/10.1177/... of Soc Methods)?
14.08.2025 17:36 โ ๐ 1 ๐ 1 ๐ฌ 1 ๐ 0
06.08.2025 17:05 โ ๐ 3 ๐ 0 ๐ฌ 0 ๐ 0
And you can find the accompanying (short! assignable!) theory paper here:
01.08.2025 13:44 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0
๐ฑgust is here, too soon. If you're teaching a class on racial inequality, policing, and/or institutions, I have a teaching guide on institutional interactions with readings, resources, and a sample syllabus to take the edge off.
01.08.2025 13:44 โ ๐ 11 ๐ 4 ๐ฌ 2 ๐ 0
The June 2025 special issue of Social Cognition -- Tutorials on Novel Methods and Analyses in Social Cognition, Part 1 -- was guest edited by Jimmy Calanchini, Juliane Degner, and Colin Smith, with support from Bertram Gawronski.
The introduction is linked here: doi.org/10.1521/soco....
14.07.2025 18:34 โ ๐ 33 ๐ 18 ๐ฌ 1 ๐ 1
This is a methods paper for a platform that didnโt exist until 15 years after Barkerโs passing.
08.07.2025 11:53 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
Associate Professor of Psychology at McGill, Director of Data and Methodology at Project Implicit.
Computational Social Scientist (he/him). Fairness & Ethics in NLP/ML/AI. Staff Research Scientist @ Google. Research Affiliate @ Stanford SPARQ.
https://cs.stanford.edu/~vinod/
Dad. Political Scientist. Assistant Professor at Florida State. Studies conflict, policing, social networks, and Southeast Asia.
๐ dotanhaim.com
PhD Candidate at UCSD Rady | First Generation | Interested in Moral Disagreement, Punishment, and Political Polarization
https://sites.google.com/view/raihan-alam/home
Lecturer (assistant prof) at the University of Edinburgh. Social cog, gender, androcentrism. Formerly at Yale, NYU, UNH, and Colgate. Dancer. Wanabee cyclist
Assistant professor at https://si.umich.edu/ working in computational social science, machine learning, and NLP | https://dallascard.github.io
Prof at Cornell studying how human-AI dialogues can correct inaccurate beliefs, why people share falsehoods, and ways to reduce political polarization and promote cooperation. Computational social science + cognitive psychology.
https://www.DaveRand.org/
๐จ๐ฆ Distinguished Research Professor at the University of Calgary. Creator of the PROCESS macro for SPSS, SAS, and R. Director of the Canadian Centre for Research Analysis and Methods. afhayes.com haskayne.ucalgary.ca/ccram/academy (he/him) ๐บ๐ฆ
Sociologist: UT Austin ๐ค๐ฝ
Author: The Danger Imperative๐๐๐ฎ๐ฝโโ๏ธ
lnk.bio/michaelsierraa
debt, development, infrastructure, the economics of racial inequality, and the myth of racial progress. I express my own views
Sociologist, UIowa Associate Professor and author of On Critical Race Theory. Vice-President American Sociological Association. Former BIGS Racial Equity Fellow at Harvard Business School.
Social Psychology. Emotion, interpersonal behavior, conversation, social networks. I'm a dabbler, so if you love poorly-made arts and crafts or amateur improv, I'm your gal! https://emotionbehavior.com (Opinions are my own, not my employer's)
Asst prof of psychology at the National University of Singapore | he/him
๐จโ๐ฌ https://dongwonoh.com
๐ https://oh-lab.com
๐ฌ @ohlab.bsky.social
๐ณ๐ฑ | PhD from Columbia | Digital nomading for a bit | How places and changes influence social cognition and well-being | Social Data Science
A Nature Portfolio journal bringing you research and commentary on all aspects of human behaviour.
https://www.nature.com/nathumbehav/
Associate prof at @UMich in SI and CSE working in computational social science and natural language processing. PI of the Blablablab blablablab.si.umich.edu
Historian of race, policing, surveillance, and technology. Senior Policy Analyst at EFF. Sometimes teach at Emory. Book on race and the origins of modern policing out now! My views are not my employers.
MatthewGuariglia.com
assistant professor of sociology @ ucdavis | northwestern phd | race, inequality, democracy, cities, AI, computational methodology
https://tina-law.github.io/
Professor, social psychology, University at Buffalo; self/identity, motivation, well-being, STEM
https://ubwp.buffalo.edu/selfandmotivationlab
Asst Prof @ Illinois Dept of Communication studying media, politics, & identity, not necessarily in that order. UMich Comm & Media / SDSU Journalism & Media Studies / Drexel Digital Media alumnus / USMC veteran. Views = my own. http://www.stewartcoles.com