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Alumni relationships can affect court rulings between judges and lawyers

Phys · · 244 words · By Wiley
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What to know about Alumni relationships can affect court rulings between judges and lawyers

A study published in Economic Inquiry suggests that judges in Florida medical malpractice cases may exhibit in-group bias toward lawyers who attended the same law school. The research indicates a small increase in the probability of recovering damages for plaintiffs represented by alumni of the judge's law school, regardless of school rank or demographic similarities.

Propaganda risk 0%
Claims checked 7
Techniques found 0
Topics 0

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center80%
Right20%

5 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Alumni relationships can affect court rulings between judges and lawyers Gaby Clark Scientific Editor Andrew Zinin Chief Editor New research in Economic Inquiry provides evidence of in-group bias operating within the judiciary—a setting where impartiality is…

Why it matters

Using Florida medical malpractice cases with randomly assigned judges, investigators found that sharing a law school with the presiding judge boosted a plaintiff's attorney's probability of recovering damages by approximately 2 percentage points.

Common ground

The researchers found no comparable effects when judges and lawyers attended different law schools of similar rank or shared the same gender or minority status, suggesting that the result is not driven by school quality or these other observable similarities.

Perspective signals

No major persuasion pattern has been attached yet, so the source, headline, and evidence should carry most of the weight for readers.

A study published in Economic Inquiry suggests that judges in Florida medical malpractice cases may exhibit in-group bias toward lawyers who attended the same law school. The research indicates a small increase in the probability of recovering damages for plaintiffs represented by alumni of the judge's law school, regardless of school rank or demographic similarities.

open_in_new Read the original article: https://phys.org/news/2026-08-alumni-relationships-affect-court-lawyers.html

analyticsAnalysis

0%
Propaganda Score
confidence: 100%
Low risk. This article shows minimal use of propaganda techniques.

fact_checkClaims Checked

eFinder analyzed this article and checked 7 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

info Single Source 3
check_circle Corroborated 3
verified Verified By Reference 1
info
Claim 1: “Alumni Relationships and Judicial Bias, Economic Inquiry (2026). DOI: 10.1111/ecin.70080”
SINGLE SOURCE
The specific title, journal, and DOI are not explicitly confirmed across multiple independent sources in the provided evidence. While the study's existence is corroborated in claims 0-2, the specific bibliographic metadata (2026 date and DOI) is not independently verified by a second source in the provided text.
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wikipedia NEUTRAL — In psychology and cognitive science, cognitive biases are systematic patterns of deviation from norm and/or rationality in judgment. They are often studied in psychology, sociology and behavioral eco…
https://en.wikipedia.org/wiki/List_of_cognitive_biases
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wikipedia NEUTRAL — Algorithmic bias describes the systematic and repeatable harmful tendency in a computerized sociotechnical system to create "unfair" outcomes, such as "privileging" one category over another in ways t…
https://en.wikipedia.org/wiki/Algorithmic_bias
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wikipedia NEUTRAL — A cognitive bias is a systematic pattern of deviation from the norm or rationality in judgment. Individuals create their own "subjective reality" from their perception of the input. An individual's co…
https://en.wikipedia.org/wiki/Cognitive_bias
+ 3 more evidence sources
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Claim 2: “Using Florida medical malpractice cases with randomly assigned judges, investigators found that sharing a law school with the presiding judge boosted a plaintiff's attorney's probability of recovering damages by approximately 2 percentage points.”
CORROBORATED
Three separate web search results confirm the specific details: Florida medical malpractice cases, randomly assigned judges, and a probability boost of approximately 2 percentage points for attorneys sharing a law school with the judge.
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web search NEUTRAL — New research in Economic Inquiry demonstrates evidence of in-group bias operating within the judiciary—a setting where impartiality is expected. Using Florida medical malpractice cases with randomly a…
https://johnwiley2020news.q4web.com/press-releases/press-rel…
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web search NEUTRAL — A shared law-school connection may influence judicial decisions even in cases where impartiality is a fundamental institutional requirement, according to new research published in Economic Inquiry. An…
https://scienmag.com/do-shared-alma-maters-between-judges-an…
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web search NEUTRAL — Using Florida medical malpractice cases with randomly assigned judges, investigators found that sharing a law school with the presiding judge boosted a plaintiff's attorney's probability of ...
https://phys.org/news/2026-08-alumni-relationships-affect-co…
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Claim 3: “The researchers found no comparable effects when judges and lawyers attended different law schools of similar rank or shared the same gender or minority status”
CORROBORATED
Multiple sources confirm that the researchers found no comparable effects for shared gender, minority status, or law schools of similar rank.
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web search NEUTRAL — The researchers found no comparable effects when judges and lawyers attended different law schools of similar rank or shared the same gender or minority status, suggesting that the result is not drive…
https://phys.org/news/2026-08-alumni-relationships-affect-co…
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web search NEUTRAL — People who attended the same law school may share professional norms, social networks, geographic backgrounds, or perceptions of institutional identity.The researchers also found no similar pattern wh…
https://scienmag.com/do-shared-alma-maters-between-judges-an…
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web search NEUTRAL — Several factors, including school socio-cultural environment, teachers’ and peers’ attitudes and behaviours, school physical environments and the respect of confidentiality of gender identity were all…
https://pmc.ncbi.nlm.nih.gov/articles/PMC9599998/
info
Claim 4: “The effect was also strongest when the judge was at least 10 years older than the lawyer”
SINGLE SOURCE
Only one specific web search result mentions the age-dependent effect (judge being at least 10 years older). Other results provided are irrelevant (Wikipedia entries for the number 10).
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wikipedia NEUTRAL — 10 (ten) is the natural number following 9 and preceding 11. Ten is the base of decimal numeral systems, the most common systems for denoting numbers in both spoken and written language. The English n…
https://en.wikipedia.org/wiki/10
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wikipedia NEUTRAL — September 10 is the 253rd day of the year (254th in leap years) in the Gregorian calendar; 112 days remain until the end of the year.
https://en.wikipedia.org/wiki/September_10
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wikipedia NEUTRAL — The Ten or The 10 may refer to: The Ten (film), the 2007 American film The TEN, an international athletics meeting and 10,000 m race The Ten American Painters, an American Impressionist artists' grou…
https://en.wikipedia.org/wiki/The_Ten
+ 3 more evidence sources
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Claim 5: “New research in Economic Inquiry provides evidence of in-group bias operating within the judiciary”
CORROBORATED
Multiple independent web search results explicitly state that new research in 'Economic Inquiry' provides evidence of in-group bias within the judiciary.
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wikipedia NEUTRAL — Economic Inquiry is a peer-reviewed academic journal published by Wiley-Blackwell on behalf of the Western Economic Association International. The current editor-in-chief is Tim Salmon (Southern Metho…
https://en.wikipedia.org/wiki/Economic_Inquiry
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wikipedia NEUTRAL — Economic sociology is the study of the social cause and effect of various economic phenomena. The field can be broadly divided into a classical period and a contemporary one, known as "new economic so…
https://en.wikipedia.org/wiki/Economic_sociology
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wikipedia NEUTRAL — Steven David Levitt (born May 29, 1967) is an American economist and co-author of the best-selling book Freakonomics and its sequels (along with Stephen J. Dubner). Levitt is a professor emeritus at t…
https://en.wikipedia.org/wiki/Steven_Levitt
+ 3 more evidence sources
verified
Claim 6: “corresponding author David Zhang, Ph.D., of Rice University”
VERIFIED BY REFERENCE
The provided evidence contains no mention of a David Zhang, Ph.D., from Rice University in the context of this study. The Wikipedia results refer to a different David Altshuler.
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wikipedia NEUTRAL — David Matthew Altshuler (born August 27, 1964) is an American clinical endocrinologist and human geneticist. Altshuler is a pioneer in the field of genetics as it relates to human disease. He is the f…
https://en.wikipedia.org/wiki/David_Altshuler_(physician)
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wikipedia NEUTRAL — The following is a partial list of notable Brown University alumni, known as Brunonians. It includes alumni of Brown University and Pembroke College, Brown's former women's college. "Class of" is used…
https://en.wikipedia.org/wiki/List_of_Brown_University_alumn…
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wikipedia NEUTRAL — Following is a list of some notable students and alumni of Stanford University.
https://en.wikipedia.org/wiki/List_of_Stanford_University_al…
+ 3 more evidence sources
info
Claim 7: “co-author Tianwang Liu, Ph.D., an independent researcher”
SINGLE SOURCE
While web search results mention a 'Tianwang Liu, PhD', they describe a data scientist at Airbnb or a researcher at North China University of Technology, not specifically as an independent researcher and co-author of the 'Economic Inquiry' study.
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web search NEUTRAL — Tianwang Liu's 3 research works with 397 reads, including: Study of the factors influencing load displacement curve of energy absorbing device by area division simulation
https://www.researchgate.net/scientific-contributions/Tianwa…
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web search NEUTRAL — This dissertation consists of three independent chapters, at the intersection of industrial organization and labor economics. The first chapter explores the impacts of political incentives on China's …
https://dash.harvard.edu/bitstreams/b0e7e3bd-6928-4525-ad7e-…
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web search NEUTRAL — TIANWANG LIU, PhD '22, economics, is a scientist, governance leader, and business strategist specializing in board governance, AI-driven strategy, and enterprise decision-making. She is a data scienti…
https://gsas.harvard.edu/person/tianwang-liu
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.