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Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos

OBJECTIVE: To use methods from computational linguistics to identify differences in the rhetorical strategies deployed by defence versus plaintiffs’ lawyers in cigarette litigation. METHODS: From 318 closing arguments in 159 Engle progeny trials (2008–2016) archived in the Truth Tobacco Industry Doc...

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Autores principales: Risi, Stephan, Proctor, Robert N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7799413/
https://www.ncbi.nlm.nih.gov/pubmed/31519796
http://dx.doi.org/10.1136/tobaccocontrol-2019-054953
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author Risi, Stephan
Proctor, Robert N
author_facet Risi, Stephan
Proctor, Robert N
author_sort Risi, Stephan
collection PubMed
description OBJECTIVE: To use methods from computational linguistics to identify differences in the rhetorical strategies deployed by defence versus plaintiffs’ lawyers in cigarette litigation. METHODS: From 318 closing arguments in 159 Engle progeny trials (2008–2016) archived in the Truth Tobacco Industry Documents, we calculated frequency scores and Mann-Whitney Rho scores of plaintiffs versus defence corpora to discover ‘tropes’ (terms used disproportionately by one side) and ‘taboos’ (terms scrupulously avoided by one side or the other). RESULTS: Defence attorneys seek to place the smoker on trial, using his or her friends and family members to demonstrate that he or she must have been fully aware of the harms caused by smoking. We show that ‘free choice,’ ‘common knowledge’ and ‘personal responsibility’ remain key strategies in cigarette litigation, but algorithmic analysis allows us to understand how such strategies can be deployed without actually using these expressions. Industry attorneys rarely mention personal responsibility, for example, but invoke that concept indirectly, by talking about ‘decisions’ made by the individual smoker and ‘risks’ they assumed. CONCLUSIONS: Quantitative analysis can reveal heretofore hidden patterns in courtroom rhetoric, including the weaponisation of pronouns and the systematic avoidance of certain terms, such as ‘profits’ or ‘customer.’ While cigarette makers use words that focus on the individual smoker, attorneys for the plaintiffs refocus agency onto the industry. We show how even seemingly trivial parts of speech—like pronouns—along with references to family members or words like ‘truth’ and ‘facts’ have been weaponised for use in litigation.
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spelling pubmed-77994132021-01-21 Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos Risi, Stephan Proctor, Robert N Tob Control Original Research OBJECTIVE: To use methods from computational linguistics to identify differences in the rhetorical strategies deployed by defence versus plaintiffs’ lawyers in cigarette litigation. METHODS: From 318 closing arguments in 159 Engle progeny trials (2008–2016) archived in the Truth Tobacco Industry Documents, we calculated frequency scores and Mann-Whitney Rho scores of plaintiffs versus defence corpora to discover ‘tropes’ (terms used disproportionately by one side) and ‘taboos’ (terms scrupulously avoided by one side or the other). RESULTS: Defence attorneys seek to place the smoker on trial, using his or her friends and family members to demonstrate that he or she must have been fully aware of the harms caused by smoking. We show that ‘free choice,’ ‘common knowledge’ and ‘personal responsibility’ remain key strategies in cigarette litigation, but algorithmic analysis allows us to understand how such strategies can be deployed without actually using these expressions. Industry attorneys rarely mention personal responsibility, for example, but invoke that concept indirectly, by talking about ‘decisions’ made by the individual smoker and ‘risks’ they assumed. CONCLUSIONS: Quantitative analysis can reveal heretofore hidden patterns in courtroom rhetoric, including the weaponisation of pronouns and the systematic avoidance of certain terms, such as ‘profits’ or ‘customer.’ While cigarette makers use words that focus on the individual smoker, attorneys for the plaintiffs refocus agency onto the industry. We show how even seemingly trivial parts of speech—like pronouns—along with references to family members or words like ‘truth’ and ‘facts’ have been weaponised for use in litigation. BMJ Publishing Group 2020-12 2019-09-13 /pmc/articles/PMC7799413/ /pubmed/31519796 http://dx.doi.org/10.1136/tobaccocontrol-2019-054953 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Original Research
Risi, Stephan
Proctor, Robert N
Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title_full Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title_fullStr Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title_full_unstemmed Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title_short Big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
title_sort big tobacco focuses on the facts to hide the truth: an algorithmic exploration of courtroom tropes and taboos
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7799413/
https://www.ncbi.nlm.nih.gov/pubmed/31519796
http://dx.doi.org/10.1136/tobaccocontrol-2019-054953
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