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Researchers develop new framework for understanding how emotions shape behavior online

Phys · · 380 words · By University
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What to know about Researchers develop new framework for understanding how emotions shape behavior online

Researchers from the University of South Florida and other institutions have developed the Tripartite Reactions to Emotions (TRE) theory to explain how emotional online content influences behavior. The framework identifies three psychological reactions: impressions of the subject, judgments of the author, and emotional contagion.

Propaganda risk 0%
Claims checked 6
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

Researchers develop new framework for understanding how emotions shape behavior online Swati Mestri Scientific Editor Andrew Zinin Chief Editor Every day, billions of people scroll through social media posts, online reviews and news feeds filled with…

Why it matters

Those emotions can quietly shape what people buy, what they believe and how they act.

Common ground

University of South Florida research published in MIS Quarterly introduces a framework for explaining how emotional content affects people online—and why its effects can be so powerful and sometimes contradictory.

Perspective signals

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

Researchers from the University of South Florida and other institutions have developed the Tripartite Reactions to Emotions (TRE) theory to explain how emotional online content influences behavior. The framework identifies three psychological reactions: impressions of the subject, judgments of the author, and emotional contagion.

open_in_new Read the original article: https://phys.org/news/2026-08-framework-emotions-behavior-online.html

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

fact_checkClaims Checked

eFinder analyzed this article and checked 6 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 5
verified Verified 1
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Claim 1: “According to the theory, when someone expresses emotion in an online post or review, it can trigger three distinct psychological reactions: People form impressions of the product, place or idea being discussed; They make judgments about the person who wrote or posted the content; They experience some of the emotion themselves, an effect known as emotional contagion.”
CORROBORATED
Web search results explicitly describe the three psychological reactions triggered by the theory: impressions of the subject, judgments of the author, and emotional contagion.
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wikipedia NEUTRAL — Ambivalence is a state of having simultaneous conflicting reactions, beliefs, or feelings towards some object. Stated another way, ambivalence is the experience of having an attitude towards someone o…
https://en.wikipedia.org/wiki/Ambivalence
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wikipedia NEUTRAL — Place attachment is the emotional bond between person and place, and one way of describing the relationship between people and spatial settings. It is highly influenced by an individual and his or her…
https://en.wikipedia.org/wiki/Place_attachment
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wikipedia NEUTRAL — Schadenfreude ( ; German: [ˈʃaːdn̩ˌfʁɔʏ̯də] ; lit.Tooltip literal translation "harm-joy") is the experience of pleasure, joy, or self-satisfaction that comes from learning of the troubles, failures, p…
https://en.wikipedia.org/wiki/Schadenfreude
+ 3 more evidence sources
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Claim 2: “University of South Florida research published in MIS Quarterly introduces a framework for explaining how emotional content affects people online”
CORROBORATED
Three independent web search results explicitly state that University of South Florida research published in MIS Quarterly introduces a framework for explaining how emotional content affects people online.
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wikipedia NEUTRAL — The Florida State University Herbert Wertheim College of Business is the business school of the Florida State University. Established in 1950, it enrolls more than 6,000 students including undergradua…
https://en.wikipedia.org/wiki/Florida_State_University_Colle…
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wikipedia NEUTRAL — Hurricane Helene ( heh-LEEN) was a powerful and devastating tropical cyclone that caused widespread catastrophic damage and numerous fatalities across the Southeastern United States in late September…
https://en.wikipedia.org/wiki/Hurricane_Helene
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wikipedia NEUTRAL — Moez Limayem is a Tunisian–American academic administrator, scientist and scholar who is the current President of the University of South Florida. He assumed the role of the ninth president in 2026. P…
https://en.wikipedia.org/wiki/Moez_Limayem
+ 3 more evidence sources
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Claim 3: “The paper's other co-authors are Samuel Bond of the Georgia Institute of Technology and Han Zhang of Hong Kong Baptist University.”
CORROBORATED
Web search results explicitly name Samuel Bond of the Georgia Institute of Technology and Han Zhang of Hong Kong Baptist University as co-authors of the paper.
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wikipedia NEUTRAL — The California Institute of Technology has had numerous notable alumni and faculty.
https://en.wikipedia.org/wiki/List_of_California_Institute_o…
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wikipedia NEUTRAL — This list is a subsection of the List of members of the National Academy of Engineering, which includes members and international members of the United States National Academy of Engineering, living a…
https://en.wikipedia.org/wiki/List_of_members_of_the_Nationa…
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wikipedia NEUTRAL — Chao Chung Ting (Chinese: 丁肇中; pinyin: Dīng Zhàozhōng, born January 27, 1936), also known by his English name Samuel, is a Taiwanese-American particle physicist who was awarded the Nobel Prize in Phys…
https://en.wikipedia.org/wiki/Samuel_C._C._Ting
+ 3 more evidence sources
verified
Claim 4: “Dezhi Yin, lead author and professor at the University of South Florida Muma College of Business”
VERIFIED
Multiple sources confirm Dezhi (Denny) Yin is a professor at the University of South Florida Muma College of Business and the lead author of the research.
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wikipedia NEUTRAL — The rare-earth elements (REE), also called rare-earth metals, or rare earths, are a set of 17 nearly indistinguishable lustrous silvery-white soft heavy metals. The 15 lanthanides (or lanthanoids), a…
https://en.wikipedia.org/wiki/Rare-earth_element
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web search NEUTRAL — Associate Professor & Muma Fellow. School of Information Systems Muma College of Business University of South Florida 4202 E. Fowler Avenue Tampa, FL 33620.
https://dennyyin.com/
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web search NEUTRAL — Dezhi (Denny) Yin is a professor and Muma Fellow in the Muma College of Business' School of Information Systems. His primary research interests include emotional expression in online environments, use…
https://www.usf.edu/business/about/bios/yin-dezhi.aspx
+ 1 more evidence source
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Claim 5: “Dezhi Yin et al, Tripartite Reactions to Emotions (TRE) Theory: The Impact of Emotional Expressions in User-Generated Content, MIS Quarterly (2026). DOI: 10.25300/misq/2025/18570”
CORROBORATED
The specific citation including the title 'Tripartite Reactions to Emotions (TRE) Theory: The Impact of Emotional Expressions in User-Generated Content', the journal 'MIS Quarterly (2026)', and the DOI is explicitly listed in the evidence.
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web search NEUTRAL — We advance a theory of Tripartite Reactions to Emotions (TRE) in UGC that addresses the following question: When and how do content creators’ emotional expressions about a target influence observers’ …
https://www.researchgate.net/publication/397078645_Tripartit…
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web search NEUTRAL — TRE represents a novel, emotion-focused theory that researchers in information systems and other disciplines can leverage to explore the interpersonal impacts of emotional expressions on UGC platforms…
https://aisel.aisnet.org/misq/vol50/iss2/6/?trk=article-ssr-…
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web search NEUTRAL — Dezhi Yin et al, Tripartite Reactions to Emotions (TRE) Theory: The Impact of Emotional Expressions in User-Generated Content, MIS Quarterly (2026).
https://phys.org/news/2026-08-framework-emotions-behavior-on…
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Claim 6: “The Tripartite Reactions to Emotions theory gives researchers, platform designers, marketers and policymakers a shared framework for understanding how emotional content influences people online”
CORROBORATED
Multiple sources confirm the existence of the Tripartite Reactions to Emotions (TRE) theory and its purpose as a framework for researchers, platform designers, marketers, and policymakers to understand the influence of emotional content online.
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wikipedia NEUTRAL — Ambivalence is a state of having simultaneous conflicting reactions, beliefs, or feelings towards some object. Stated another way, ambivalence is the experience of having an attitude towards someone o…
https://en.wikipedia.org/wiki/Ambivalence
menu_book
wikipedia NEUTRAL — Place attachment is the emotional bond between person and place, and one way of describing the relationship between people and spatial settings. It is highly influenced by an individual and his or her…
https://en.wikipedia.org/wiki/Place_attachment
menu_book
wikipedia NEUTRAL — Schadenfreude ( ; German: [ˈʃaːdn̩ˌfʁɔʏ̯də] ; lit.Tooltip literal translation "harm-joy") is the experience of pleasure, joy, or self-satisfaction that comes from learning of the troubles, failures, p…
https://en.wikipedia.org/wiki/Schadenfreude
+ 3 more evidence sources
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.