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Articles 35791 - 35820 of 1738431
Full-Text Articles in Entire DC Network
Free Speech Trapped In Amber: The Rise Of The 'History And Tradition' Test, From Unregulated Guns To Highly Regulated Speech, Matthew D. Bunker, Emily Erickson
Free Speech Trapped In Amber: The Rise Of The 'History And Tradition' Test, From Unregulated Guns To Highly Regulated Speech, Matthew D. Bunker, Emily Erickson
William & Mary Bill of Rights Journal
An insidious virus appears poised to invade First Amendment free speech doctrine. “History and tradition,” a deeply flawed variant of originalism, threatens to transform speech law from a rational enterprise, employing tiers of scrutiny to evaluate potential infringements on speech, to a random scavenger hunt through the distant past that could upend numerous vital First Amendment principles.
Traditionalism’s ascendence to the forefront of history-centric constitutional interpretation was heralded in three dramatic cases decided at the end of the U.S. Supreme Court’s October 2021 term. New York State Rifle & Pistol Ass’n v. Bruen elicited particular concern among First Amendment scholars, …
Inequality As Market Failure, Erick J. Sam
Inequality As Market Failure, Erick J. Sam
William & Mary Bill of Rights Journal
This Article explores economic, philosophical, and legal relationships between economic inequality and market failure, and it draws on these linkages to develop an innovative normative justification and alternative constitutional basis for a levy on wealth.
The Article’s central analytic result is that several general mechanisms responsible for common market failures can also systematically produce economic inequalities whenever preferences against extreme inequality are fairly widespread. Because these mechanisms satisfy both the ‘process-based’ and ‘outcome-based’ criteria of market failure, redistributive transfers designed to reduce these inequalities would be normatively justified under the widely accepted market failure theory of government action. On this …
Does Article I Of The Constitution Prohibit The States From Creating Their Own Cryptocurrencies?, Kevin Fontenot
Does Article I Of The Constitution Prohibit The States From Creating Their Own Cryptocurrencies?, Kevin Fontenot
William & Mary Bill of Rights Journal
The market for cryptocurrency (crypto) has exploded in size since the first cryptocurrency, Bitcoin, was created in 2009. As of September 4, 2024, the value of all existing cryptocurrency was $2.02 trillion. On November 14, 2024, this value reached a high of $3.2 trillion, apparently in response to the election of pro-crypto President Donald Trump. Despite the fact that cryptocurrencies have been at the forefront of many high profile scandals, consumers still flock to them. For example, celebrities including Hailey Welch (colloquially known as “Hawk Tuah girl”), Logan Paul, and Jason Derulo have been criticized for allegedly goading consumers into …
Confronting Imitation: Questioning Fair Use After Warhol, Genevieve Stegner-Freitag
Confronting Imitation: Questioning Fair Use After Warhol, Genevieve Stegner-Freitag
William & Mary Bill of Rights Journal
The Constitution’s Intellectual Property Clause (IP Clause) contains a mandated goal of “progress” for copyright. Efforts to address what progress means move between some understanding it to be a specific Enlightenment-oriented term, progress as a forward-moving, Judeo-Christian ideal, to others viewing the term as strictly economic, understanding the goal of copyright is to get as many different products in the market as possible. Defining what progress means in copyright law is a necessary step, as courts are increasingly considering market forces in granting or denying authorial property rights. This Note addresses what progress means, how imitative art factors in, and …
Beyond Equality To Belonging: The Missing Value In Equal Protection Law Involving Education, Danieli Evans
Beyond Equality To Belonging: The Missing Value In Equal Protection Law Involving Education, Danieli Evans
Washington Law Review
Belonging is a fundamental need without which people cannot function optimally. Accordingly, school belonging—students’ perceptions of mattering or feeling cared about, accepted, respected and valued by faculty, staff, and peers—impacts students’ well-being, academic motivation and outcomes.
Equal Protection jurisprudence governing education largely overlooks the value of school belonging. Instead, it centers on a formal conception of equality, or an “anti-classification” principle, which essentially prohibits purposeful discrimination based on a fixed set of suspect traits. This formalistic “anti-classification” approach permits many policies and practices that undermine students’ sense of school belonging and inhibits schools from taking certain measures to foster belonging. …
Farmers’ Perspectives Toward Organizing A Cotton Producers’ Union In Şanlıurfa, Türkiye, Ismail Efe, Mehmet Cançelik, Mehmet Reşit Sevinç
Farmers’ Perspectives Toward Organizing A Cotton Producers’ Union In Şanlıurfa, Türkiye, Ismail Efe, Mehmet Cançelik, Mehmet Reşit Sevinç
The Philippine Agricultural Scientist
This study examines the attitudes of cotton producers in Şanlıurfa toward establishing a producers’ union to address structural challenges in Türkiye’s leading cotton production region. Şanlıurfa contributes approximately 40% of Türkiye’s cotton output, yet lacks organizational frameworks for its nearly 20,000 producers who face significant risks including price volatility, high input costs, and limited market access. The research utilized primary data collected through face-to-face surveys with 165 cotton producers selected via convenience sampling. Data analysis employed descriptive statistics, exploratory factor analysis using Principal Component Analysis (PCA), independent samples t-tests, and one-way ANOVA. The findings revealed a significant paradox: while producers …
Heterosis For Flowering Time And Leaf Traits In F1 Hybrids From Desi And Kabuli Chickpeas [Research Note], Gizem Kamçi, Behiya Tuba Biçer
Heterosis For Flowering Time And Leaf Traits In F1 Hybrids From Desi And Kabuli Chickpeas [Research Note], Gizem Kamçi, Behiya Tuba Biçer
The Philippine Agricultural Scientist
The study was conducted at the Faculty of Agriculture in Dicle University, Southeast Anatolia, Türkiye, during the 2023 growing season to estimate heterosis, heterobeltiosis, and dominance for phenological, leaf, and plant traits in F₁ hybrids from desi × kabuli and kabuli × kabuli chickpea crosses. In 2022, 2 desi (Black, ICCV 10) and 3 kabuli (Azkan, ILC 533, ILC 482) chickpea varieties were crossed, producing 10 hybrids and 5 parents evaluated in a randomized complete block design with 3 replications. Significant variation was found among genotypes for all traits. Days to first flowering ranged from 55.7 to 69.0 d, with …
Summary Of: Using The Researcher Investment Tool To Inform A Clinical And Translational Research Initiative, Brenda M. Joly, Kassandra A. Cousineau, Carolyn E. Gray, Valerie S. Harder
Summary Of: Using The Researcher Investment Tool To Inform A Clinical And Translational Research Initiative, Brenda M. Joly, Kassandra A. Cousineau, Carolyn E. Gray, Valerie S. Harder
Northern New England Clinical & Translational Research
This study applies the Researcher Investment Tool (RIT), a comprehensive instrument that measures researchers’ experiences and perceptions across multiple domains within a clinical and translational research (CTR) initiative.
Study found @ Using the Researcher Investment Tool to inform a clinical and translational research initiative - PubMed
Summary Of: Identifying Overdose Risk Factors For People Hospitalized With Injection Drug Use-Associated Infections In Maine, Melanie Mait, Kim Murray, Tania D. Strout, Kinna Thakarar
Summary Of: Identifying Overdose Risk Factors For People Hospitalized With Injection Drug Use-Associated Infections In Maine, Melanie Mait, Kim Murray, Tania D. Strout, Kinna Thakarar
Northern New England Clinical & Translational Research
This study examines overdose risk factors among people hospitalized with injection drug use (IDU)-associated infections in Maine. Findings highlight key predictors of overdose risk, particularly recent emergency department (ED) use and homelessness, pointing to critical intervention points within the healthcare system.
Study found @ "Overdose Risk Factors for People with Substance Use-Associated Infections" by Melanie Mait, Kim Murray et al.
Complex Spin Structure In Co-Trimer-Chain Li2Co3Se4O12, Jie Xing, Feng Ye, Daniel Duong, Sai Mu, Max T. Pan, Rongying Jin
Complex Spin Structure In Co-Trimer-Chain Li2Co3Se4O12, Jie Xing, Feng Ye, Daniel Duong, Sai Mu, Max T. Pan, Rongying Jin
Faculty Publications
Complex magnetic materials are extremely attractive for revealing unconventional spin states and novel magnetic excitations. Here, we report the structural, thermodynamic, and magnetic properties of a novel magnetic material Li2Co3Se4O12based on x-ray and neutron diffraction, specific heat, magnetization, and x-ray photoelectron spectroscopy measurements. X-ray and neutron diffraction refinements reveal two Co sites Co (1) and Co (2) even though both are in the octahedral environment. While they are not connected along the b and c directions, these octahedra are edge-shared forming the Co (2) – Co (1) – Co (2) trimer chain …
Prevalence And Risk Factors For Non-Hacek Gram-Negative Bacillus Endocarditis: A Retrospective Analysis, Jason H Park, Edwin Chen, Divyia E Joseph, Audrey Wanger, J Alex Viehman, Simi Padival
Prevalence And Risk Factors For Non-Hacek Gram-Negative Bacillus Endocarditis: A Retrospective Analysis, Jason H Park, Edwin Chen, Divyia E Joseph, Audrey Wanger, J Alex Viehman, Simi Padival
Faculty, Staff and Student Publications
Background: Infective endocarditis (IE) caused by non-HACEK gram-negative bacilli (GNB) is challenging to diagnose and is associated with high morbidity and mortality. There is growing literature highlighting the differences in IE prevalence amongst various GNB; therefore, there is an impetus to characterize these traditionally "atypical" organisms to accurately risk stratify this complex infectious diagnosis.
Methods: This investigation was a retrospective cohort study conducted at 2 health care institutions in the USA. All hospitalized adult patients with bloodstream infection with a prespecified GNB (Enterobacter cloacae, Escherichia coli, Klebsiella aerogenes, Klebsiella pneumoniae, Klebsiella oxytoca, Pseudomonas aeruginosa, and Serratia marcescens) between January 1, …
Mapping Child Care And Early Education Capacity To Needs In Massachusetts, Alan Clayton-Matthews, Christa M. Kelleher, Randy Albelda, Anne Douglass, Laurie Nsiah-Jefferson
Mapping Child Care And Early Education Capacity To Needs In Massachusetts, Alan Clayton-Matthews, Christa M. Kelleher, Randy Albelda, Anne Douglass, Laurie Nsiah-Jefferson
Publications from the Center for Women in Politics and Public Policy
Massachusetts has made notable strides in expanding access to affordable, quality, licensed child care and early education in recent years. Ongoing robust state investment in the Commonwealth Cares for Children Grant Program, activities of the Healey-Driscoll Inter Agency Early Education and Child Care Task Force, and increased income eligibility for child care financial assistance to families with moderate incomes, among other initiatives, all help address persistent barriers to quality education and care at a price families can afford.
Yet the supply of licensed child care for infants, toddlers, and preschool children remains a formidable challenge to meeting the child care …
Physical And Occupational Therapist Evaluations For Fall Prevention In The Emergency Department: A Geriatric Ed Guidelines 2.0 Systematic Review, Lauren T Southerland, Pedro K Curiati, Richard D Shih, Alexander X Lo, Kristie Harper, Ian Tarnovsky, Alexis Brengartner, Luna Ragsdale, Neha Raukar, Suzanne Ryer, Katherine M Hunold, Fabrice Mowbray, Charles L Maddow, Christopher R Carpenter, Shan W Liu
Physical And Occupational Therapist Evaluations For Fall Prevention In The Emergency Department: A Geriatric Ed Guidelines 2.0 Systematic Review, Lauren T Southerland, Pedro K Curiati, Richard D Shih, Alexander X Lo, Kristie Harper, Ian Tarnovsky, Alexis Brengartner, Luna Ragsdale, Neha Raukar, Suzanne Ryer, Katherine M Hunold, Fabrice Mowbray, Charles L Maddow, Christopher R Carpenter, Shan W Liu
Faculty, Staff and Student Publications
Background: Older adults are at high risk for severe injuries and death from falls. Physical therapist (PT) and occupational therapist (OT) evaluations have been introduced into Emergency Department (ED) care to assist with fall risk evaluation and fall prevention care. An evaluation of current evidence was undertaken to inform the Geriatric ED Guidelines 2.0.
Methods: Systematic review of physical and/or occupational therapy evaluation for fall prevention in the ED. The intervention was evaluation by a rehabilitation therapist (PT, OT, or both) for fall prevention, fall assessment, or mitigation of fall risk factors. Studies that did not perform the evaluation during …
Ecology And Life History Of Baleen Whales Inform Climate Change Vulnerabilities And Priorities For Future Monitoring, Lesley H. Thorne, Erin L. Meyer-Gutbrod
Ecology And Life History Of Baleen Whales Inform Climate Change Vulnerabilities And Priorities For Future Monitoring, Lesley H. Thorne, Erin L. Meyer-Gutbrod
Faculty Publications
Baleen whales are key consumers in marine habitats that serve as vectors of nutrients, but their populations have been slow to recover from past commercial whaling due to their low reproductive rates and ongoing anthropogenic threats. Climate impacts have become central to the demography and habitat use of baleen whales, and conservation efforts must account for these impacts to be effective. However, knowledge of baleen whale climate responses is lacking, and current survey effort is insufficient to capture changes in migration and habitat use for many species. Due to their unique combination of ecological and life history characteristics, baleen whales …
Adaptation And Initial Validation Of The U.S. Census Multidimensional Deprivation Index For Resettled Afghans, Mitra Naseh, Saria Bechara, Yingying Zeng, Jihye Lee, Miriam Potocky
Adaptation And Initial Validation Of The U.S. Census Multidimensional Deprivation Index For Resettled Afghans, Mitra Naseh, Saria Bechara, Yingying Zeng, Jihye Lee, Miriam Potocky
Forced Migration Initiative
This working paper describes the adaptation, pilot testing, and initial validation of the U.S. Census Bureau’s Multidimensional Deprivation Index (MDI) for use among resettled Afghan refugees. The adaptation process included a scoping review, a qualitative descriptive study, and consultation with a community advisory board. The adapted index was subsequently pilot tested among 336 resettled Afghan households in the United States. Results indicate high rates of deprivation across all seven domains of the adapted MDI. Notably, employment and career mobility domain showed limited association with other domains, confirming the emerging evidence that employment alone no longer could be an indicator of …
Appendix To “Black Swans And Financial Stability: A Framework For Building Resilience”, Daniel J. Barth, Stacey L. Schreft
Appendix To “Black Swans And Financial Stability: A Framework For Building Resilience”, Daniel J. Barth, Stacey L. Schreft
Documents
No abstract provided.
Institutional Cross-Ownership Of Peer Firms And Revelatory Price Efficiency, Young Jun Cho, Holly I. Yang, Yue Zhao
Institutional Cross-Ownership Of Peer Firms And Revelatory Price Efficiency, Young Jun Cho, Holly I. Yang, Yue Zhao
Research Collection School Of Accountancy
We argue that cross-ownership increases the amount of private information in stock price, enhancing the ability of stock price to provide feedback to managers. Consistent with this argument, we find greater cross-ownership heightens a firm’s investment-q sensitivity. This effect is stronger for firms with a lower propensity for voluntary disclosure and for firms whose managers hold less private information. Furthermore, we find that cross-ownership is negatively associated with the sensitivity of a firm’s investment to its peers’ stock prices. Additionally, cross-ownership has a stronger impact on the investment-q sensitivity when measured among investors who trade more actively the firm’s shares. …
Codeultrafeedback: An Llm-As-A-Judge Dataset For Aligning Large Language Models To Coding Preferences, Martin Weyssow, Aton Kamanda, Xin Zhou, Houari Sahraoui
Codeultrafeedback: An Llm-As-A-Judge Dataset For Aligning Large Language Models To Coding Preferences, Martin Weyssow, Aton Kamanda, Xin Zhou, Houari Sahraoui
Research Collection School Of Computing and Information Systems
Evaluating the alignment of large language models (LLMs) with user-defined coding preferences is a challenging endeavor that requires a deep assessment of LLMs' outputs. Existing methods and benchmarks rely primarily on automated metrics and static analysis tools, which often fail to capture the nuances of user instructions and LLM outputs. To address this gap, we introduce the LLM-as-a-Judge evaluation framework and present CodeUltraFeedback, a comprehensive dataset for assessing and improving LLM alignment with coding preferences. CodeUltraFeedback consists of 10,000 coding instructions, each annotated with four responses generated from a diverse pool of 14 LLMs. These responses are annotated using GPT-3.5 …
Plm-Effector: Unleashing The Potential Of Protein Language Models For Bacterial Secreted Protein Prediction, Dandan Zheng, Lihong Chen, Guansong Pang, Jian Yang
Plm-Effector: Unleashing The Potential Of Protein Language Models For Bacterial Secreted Protein Prediction, Dandan Zheng, Lihong Chen, Guansong Pang, Jian Yang
Research Collection School Of Computing and Information Systems
Bacterial secreted proteins, particularly effectors delivered by specialized secretion systems, are key mediators of virulence and host-pathogen interactions. However, accurate computational identification remains challenging, as many existing methods rely heavily on sequence similarity or handcrafted features, and often focus on a single secretion system. Recent studies have reported that some bacterial effectors may be associated with more than one secretion system, highlighting the complexity of secretion system annotation and motivating the development of system-aware computational prediction approaches. Here, we present PLM-Effector, a hybrid deep learning framework that integrates modern protein language models (PLMs) with multiple neural architectures via a two-layer …
Navigation Beyond Wayfinding: Robots Collaborating With Visually Impaired Users For Environmental Interactions, Shaojun Cai, Nuwan Janaka, Ashwin Ram, Janidu Shehan, Yingjia Wan, Kotaro Hara, David Hsu
Navigation Beyond Wayfinding: Robots Collaborating With Visually Impaired Users For Environmental Interactions, Shaojun Cai, Nuwan Janaka, Ashwin Ram, Janidu Shehan, Yingjia Wan, Kotaro Hara, David Hsu
Research Collection School Of Computing and Information Systems
Robotic guidance systems have shown promise in supporting blind and visually impaired (BVI) individuals with wayfinding and obstacle avoidance. However, most existing systems assume a clear path and do not support a critical aspect of navigation—environmental interactions that require manipulating objects to enable movement. These interactions are challenging for a human–robot pair because they demand (i) precise localization and manipulation of interaction targets (e.g., pressing elevator buttons) and (ii) dynamic coordination between the user’s and robot’s movements (e.g., pulling out a chair to sit). We present a collaborative human–robot approach that combines our robotic guide dog’s precise sensing and localization …
Private Set Intersection: A Systematic Review, Yunbo Yang, Defan Zhu, Jianting Ning, Qi Feng, Xiaoguo Li, Yuejia Cheng, Guomin Yang, Kui Ren
Private Set Intersection: A Systematic Review, Yunbo Yang, Defan Zhu, Jianting Ning, Qi Feng, Xiaoguo Li, Yuejia Cheng, Guomin Yang, Kui Ren
Research Collection School Of Computing and Information Systems
Various services, such as search engines, are increasingly deployed in cloud-based and distributed systems. However, data are typically managed by trusted servers, making user privacy and data security critical concerns. Private set intersection (PSI) is a powerful cryptographic primitive that enables multiple parties to compute the intersection of their datasets without revealing private inputs. It has been extensively studied over the past two decades, leading to significant gains in computational and communication efficiency. Yet, in many real-world scenarios, revealing the raw intersection may still leak sensitive information. To address this, numerous PSI variants have been developed to meet different application …
Intercomprehension In Theory And Practice: Teaching And Learning Plurilingual Competence In A European Context, Claudia Polzin-Haumann, Christina Reissner
Intercomprehension In Theory And Practice: Teaching And Learning Plurilingual Competence In A European Context, Claudia Polzin-Haumann, Christina Reissner
Dimensions
Plurilingualism and multilingualism have long been central to human interaction. However, in the context of increasing global mobility, digital communication and ongoing migration, they have gained renewed importance. This article examines some aspects of language diversity and plurilingual teaching and learning in Europe. It situates current European language policies as pivotal in fostering plurilingual competence and intercultural understanding through education. The discussion foregrounds exemplarily the pluralistic theoretical and didactic model of intercomprehension, defining its core principles and summarizing central concepts. It highlights digital and social learning environments and shows the importance of the human factor for successful plurilingual education. In …
Awakening To Languages: Preparing A Peaceful Multilingual World, Michel Candelier, Jean François De Pietro
Awakening To Languages: Preparing A Peaceful Multilingual World, Michel Candelier, Jean François De Pietro
Dimensions
Awakening to Languages (AtL) is a teaching approach that proposes multilingual activities and accompanies language teaching to foster the learners’ awareness of and openness to multilingualism, while increasing their reflexive metalinguistic abilities. In this article, we describe ATL as a component of Didactics of Plurilingualism (DP) and its main aims and characteristics which will be illustrated through multiple examples of activities and teaching materials. We further discuss the reported effects of AtL on learners, teachers, and parents, followed by current trends in integrating AtL in schools. We then turn to a comparison of core concepts of AtL and DP to …
Teaching Materials For Plurilingual Practices: Insights From Austrian Vocational Schools, Michaela Rückl
Teaching Materials For Plurilingual Practices: Insights From Austrian Vocational Schools, Michaela Rückl
Dimensions
T his article explores how plurilingualism is reshaping educational language policy by shifting the focus from monolingual proficiency to an integrative model that draws on learners’ full linguistic and cultural repertoires. European language policies and perspectives are described, highlighting goals such as promoting global citizenship through plurilingual education. Specific attention is placed on Austria’s innovative curriculum for vocational schools, which embeds plurilingual, pluricultural, and transversal competences in the new subject “International Communication with Focus Language” (InCo). Preliminary findings from a pilot study emphasize the value of activating learners’ linguistic resources, incorporating real-life tasks, and using AI tools to enhance foreign …
Opening A Dialogue Between Translanguaging And Interlectal Practices: Constrained Freelanguaging For Peaceful Language Education, Christian Ollivier, Logambal Souprayen-Cavery
Opening A Dialogue Between Translanguaging And Interlectal Practices: Constrained Freelanguaging For Peaceful Language Education, Christian Ollivier, Logambal Souprayen-Cavery
Dimensions
Translanguaging concepts and practices have gained great attention across the globe, at risk of overshadowing and obscuring the contributions of research and theories from non-Anglophone areas. For example, research from the Francophone world that has long investigated interlectal practices, a form of translingual practice in Creole-speaking areas, yet remains lesser known. This theoretical paper aims to initiate a dialogue between less-known peripheral studies about interlectal practices and the omnipresent North American translanguaging approach. Specifically, this paper presents the concepts and linguistic dimensions of translanguaging and interlectal practices as defined in the literature, highlighting similarities and differences in the ways of …
Democratizing Knowledge In Plurilingual Education, Angelica Galante, Yunjia Xie
Democratizing Knowledge In Plurilingual Education, Angelica Galante, Yunjia Xie
Dimensions
T his article reports efforts to mobilize and democratize research-informed knowledge and resources for plurilingual education through the Plurilingual Lab, a research laboratory based in Canada. Situated in the highly multilingual city of Montreal, Quebec, the Lab showcases findings from research on plurilingual education and fosters collaborative knowledge mobilization among researchers and educators. Grounded in principles of equity, diversity, inclusion, and decoloniality (EDID), the Plurilingual Lab’s initiatives seek to advance and inform both plurilingual research and pedagogical practices. Moreover, by making resources openly accessible, the Lab helps democratize knowledge production and dissemination, extending its reach to communities that might otherwise …
Engendering Authority: Social Movements, Legitimacy, And Gender, Judith Resnik
Engendering Authority: Social Movements, Legitimacy, And Gender, Judith Resnik
UMKC Law Review
No abstract provided.
Sex, Gender, And The Blogosphere: Looking Back At The Feminist Law Professors Blog, 2006-2024, Bridget J. Crawford
Sex, Gender, And The Blogosphere: Looking Back At The Feminist Law Professors Blog, 2006-2024, Bridget J. Crawford
UMKC Law Review
The Feminist Law Professors blog began in 2006 as a modest effort to make feminist legal scholars more visible to one another and to the broader world. What emerged from this effort was a dynamic, collectively imagined space that bore witness to generational shifts in feminist legal thought, the rise and fall of blogging culture, and the enduring challenges of feminist community-building. This Essay reflects on the origins, evolution, and legacies of the Feminist Law Professors blog, situating it within its legal, cultural, and technological moments. It also offers my reflections—as one of two blog editors—on the risks and rewards …
Some Thoughts On Outsiders Within The Legal Academy, Jamelia N. Morgan
Some Thoughts On Outsiders Within The Legal Academy, Jamelia N. Morgan
UMKC Law Review
No abstract provided.
To Swear Or Not To Swear: Exploring The Role Of Profanity In Influencer Marketing, Mahdi Niknejad Moghadam, Vijay Mahajan
To Swear Or Not To Swear: Exploring The Role Of Profanity In Influencer Marketing, Mahdi Niknejad Moghadam, Vijay Mahajan
Marketing Faculty Publications and Presentations
Influencers play a central role in promoting products and services on digital platforms. Understanding the impact of their linguistic choices, including the use of profanity, is therefore important for marketers seeking to engage target audiences. This study investigates how influencers’ profanity usage shapes user engagement. The authors analyze videos shared by influencers on a popular video-sharing platform and extract auditory, visual, and verbal features using a range of machinelearning tools. The findings indicate that profanity in focal content is associated with lower engagement, with a substantially larger effect in categories where profanity is less normatively expected. This negative effect is …