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The Role Of Faculty In Durable Skills Development In Higher Education, James Hutson, Mark Valenzuela, Shannon Wright, Elizabeth Melick Jul 2023

The Role Of Faculty In Durable Skills Development In Higher Education, James Hutson, Mark Valenzuela, Shannon Wright, Elizabeth Melick

Faculty Scholarship

Although Emsi and other market researchers have found that employers desire durable skills (formerly known as “soft skills”) in new hires, there have been few studies dedicated to identifying how faculty perceptions of skill development differ in degree and by area, and how that might impact how such skills are embedded in classroom instruction. This study proposes to investigate the perceptions of faculty from different academic backgrounds and how their disciplines and experiences may contribute to their perceived role in curricular, cocurricular or extracurricular offerings that support durable skill development. Results from the study demonstrate the differing perspectives and expectations …


Negotiation Theories Engage Hybrid Warfare, Nancy Welsh, Sharon Press, Andrea Kupfer Schneider Jul 2023

Negotiation Theories Engage Hybrid Warfare, Nancy Welsh, Sharon Press, Andrea Kupfer Schneider

Faculty Scholarship

The concept of hybrid warfare has arisen recently to describe the efforts, short of outright war, used by nations to disrupt and destabilize each other. This Article reviews available negotiation theories, concepts and skills to determine whether they can help governmental actors and business organizations targeted by hybrid warfare respond effectively. In other words, can negotiation theories, concepts and skills be used to engage effectively in “hybrid conflict management”? The Article urges that international diplomacy and multiparty negotiation theories and skills, as well as the more recent scholarship that has developed regarding hostage negotiation and “wicked problems,” are likely to …


A Theory Of Interests In The Context Of Hybrid Warfare: It's Complex, Cynthia Alkon, Sanda Kaufman Jul 2023

A Theory Of Interests In The Context Of Hybrid Warfare: It's Complex, Cynthia Alkon, Sanda Kaufman

Faculty Scholarship

We will begin with a discussion about how the hybrid warfare context is different from other conflict contexts. We will describe some complexity aspects that make hybrid warfare challenging to negotiators. We will then discuss whether classical negotiation theory prescriptions apply to a hybrid warfare context, especially regarding interests. We will argue that these prescriptions related to classical negotiations are unlikely to work in this context. We will focus our analysis on a subset of hybrid warfare attacks, consisting of short-term, time-sensitive, high-risk crises, where negotiations are possible and necessary, such as ransom demands, rather than on hybrid warfare situations …


"Knock-Knock" ... "Who's There?": The Fourth Amendment Dilemma Posed By Warrantless Police Encounters At Home, Meg Penrose Jul 2023

"Knock-Knock" ... "Who's There?": The Fourth Amendment Dilemma Posed By Warrantless Police Encounters At Home, Meg Penrose

Faculty Scholarship

In a world where police abuses of power seem more common, where are the judges-particularly the originalist judges-who strive to protect the Founder's intentions? How is it that people living in certain states seemingly have less robust Fourth Amendment protections than others? This essay seeks to answer these questions and urges the Supreme Court to reassert its constitutional commitment to the Fourth Amendment so that all of us are, in fact, secure in our homes. The Court should accept the responsibility it has to provide uniform protection to all Americans and clarify the limits on constructive entry. If the Court …


Rethinking Education In The Age Of Ai: The Importance Of Developing Durable Skills In The Industry 4.0, James Hutson, Jason Ceballos Jul 2023

Rethinking Education In The Age Of Ai: The Importance Of Developing Durable Skills In The Industry 4.0, James Hutson, Jason Ceballos

Faculty Scholarship

This article discusses the pressing need to integrate artificial intelligence (AI) into education to facilitate customizable, individualized, and on-demand learning pathways. At the same time, while AI has the potential to expand the learner base and improve learning outcomes, the development of NACE Competencies and durable skills – communication, critical thinking, creativity, leadership, adaptability, and emotional intelligence - must be purposefully integrated in curriculum design now more than ever. Recent studies have shown that AI-driven learning pathways can achieve outcomes more quickly, but this comes at the cost of the development of durable skills. Therefore, traditional student-to-student and student-to-teacher interactions …


Neuroinclusive Workplaces And Biophilic Design: Strategies For Promoting Occupational Health And Sustainability In Smart Cities, James Hutson, Piper Hutson Jul 2023

Neuroinclusive Workplaces And Biophilic Design: Strategies For Promoting Occupational Health And Sustainability In Smart Cities, James Hutson, Piper Hutson

Faculty Scholarship

This study aims to investigate the impact of biophilic design on occupational health and productivity, with a particular focus on addressing the needs of diverse populations, including the neurodiverse, during the post-pandemic return to work. With an estimated 15 – 20% of the global population considered neurodiverse, it is crucial to understand and accommodate their specific needs, such as those with attention-deficit hyperactivity disorder, autism spectrum condition, and learning disabilities. These individuals face increased occupational stress, necessitating the development of targeted strategies. The renewed interest in sustainability and employee well-being has led to a resurgence of biophilic design in the …


Corporate Compliance's Achilles Heel, Miriam Baer Jul 2023

Corporate Compliance's Achilles Heel, Miriam Baer

Faculty Scholarship

No abstract provided.


Estimating The Impact Of The Age Of Criminal Majority: Decomposing Multiple Treatments In A Regression Discontinuity Framework, Michael Mueller-Smith, Benjamin David Pyle, Caroline Walker Jul 2023

Estimating The Impact Of The Age Of Criminal Majority: Decomposing Multiple Treatments In A Regression Discontinuity Framework, Michael Mueller-Smith, Benjamin David Pyle, Caroline Walker

Faculty Scholarship

This paper studies the impact of adult prosecution on recidivism and employment trajectories for adolescent, first-time felony defendants. We use extensive linked Criminal Justice Administrative Record System and socio-economic data from Wayne County, Michigan (Detroit). Using the discrete age of majority rule and a regression discontinuity design, we find that adult prosecution reduces future criminal charges over 5 years by 0.48 felony cases (↓ 20%) while also worsening labor market outcomes: 0.76 fewer employers (↓ 19%) and $674 fewer earnings (↓ 21%) per year. We develop a novel econometric framework that combines standard regression discontinuity methods with predictive machine learning …


Harnessing Artificial Intelligence For Early And Evolution Of Alzheimer’S Disease Detections And Enhancing Senior Mental Health Through Innovative Art-Singing Therapies: A Multidisciplinary Approach, Jocelyne Kiss, Geoffreyjen Edwards, Rachel Bouserhal, Elaine Champagne, Thierry Belleguic, Valéry Psyché, Charles Batcho, Carol Hudon, Sylsvie Ratté, Ingrid Verdruyckt, Marie-Hélène Parizeau, Aaron Liu-Rosenbaum, James Hudson, Marie-Louise Bourbeau, Marie Lemieux, Annik Charbonneau Jun 2023

Harnessing Artificial Intelligence For Early And Evolution Of Alzheimer’S Disease Detections And Enhancing Senior Mental Health Through Innovative Art-Singing Therapies: A Multidisciplinary Approach, Jocelyne Kiss, Geoffreyjen Edwards, Rachel Bouserhal, Elaine Champagne, Thierry Belleguic, Valéry Psyché, Charles Batcho, Carol Hudon, Sylsvie Ratté, Ingrid Verdruyckt, Marie-Hélène Parizeau, Aaron Liu-Rosenbaum, James Hudson, Marie-Louise Bourbeau, Marie Lemieux, Annik Charbonneau

Faculty Scholarship

The well-documented therapeutic potential of group singing for patients living with Alzheimer’s disease (PLAD) has been hindered by COVID-19 restrictions, exacerbating loneliness and cognitive decline among seniors in residential and long-term care centers (CHSLDs). Addressing this challenge, the multidisciplinary study aims to develop a patient-oriented virtual reality (XR) interaction system facilitating group singing for mental health support during confinement and enhancing the understanding of the links between Alzheimer’s disease, social interaction, and singing. The researchers also propose to establish an early AD detection system using voice, facial, and non-invasive biometric measurements and validate the efficacy of selected intervention practices. The …


Treatment Of Trauma Using Horse Assisted Education In Poland, Kathleen J. Farkas, Jaroslaw Richard Romaniuk Jun 2023

Treatment Of Trauma Using Horse Assisted Education In Poland, Kathleen J. Farkas, Jaroslaw Richard Romaniuk

Faculty Scholarship

Trauma-informed care requires a sound therapeutic relationship to address trauma symptoms. People with trauma symptoms often cannot use their communication skills or do not possess the emotional stability to talk with others, and many drop out of treatment. Horse Assisted Education employs a partnership of horse and humans which leads to engagement and participation in experiential and narrative trauma treatment leading to sustained change and recovery. This paper illustrates a model of Horse Assisted Education in Poland, its application in the treatment of trauma symptoms. Three case studies are used to discuss the ways in which the human-animal partnerships foster …


Using The Hands To Learn About The Brain: Testing Action-Based Instruction In Brain Anatomy, Fey Parrill Jun 2023

Using The Hands To Learn About The Brain: Testing Action-Based Instruction In Brain Anatomy, Fey Parrill

Faculty Scholarship

Brain anatomy is typically taught using static images. We asked participants to use their own hands to represent the brain and perform gestures during learning. We measured learning via a pretest/postest design. We compared five video trainings in which participants heard similar audio and repeated terminology aloud. Conditions were: (1) Image: Participants saw images of a physical model of the brain. (2) Physical model: Participants saw hands pointing to the physical model. (3) Physical model + action: Participants performed actions on the physical model. (4) Hand model: Participants saw images of hands being used to represent the brain. (5) Hand …


A Novel Approach To Legacy Donations With Long-Term Benefits Supported By Numerical Illustrations, Daniel Solow, Robin Symes Jun 2023

A Novel Approach To Legacy Donations With Long-Term Benefits Supported By Numerical Illustrations, Daniel Solow, Robin Symes

Faculty Scholarship

Philanthropic donors face challenges in matching the causes to which they donate, the time horizon—and thus impact—of their donations, and the charitable vehicles they choose for making contributions. Wealthier donors may elect to create their own foundations and customize their charitable support. Less wealthy donors have limited choices: they may contribute to a nonprofit's current operations or to existing nonprofit endowments. We present a novel approach for making charitable donations, blending aspects of each of these strategies. Our approach has potential long-term financial benefits, allows donors to control their charitable donations in a convenient and easy-to-implement manner, can be established …


Human-Ai Collaboration For Smart Education: Reframing Applied Learning To Support Metacognition, James Hutson, Daniel Plate Jun 2023

Human-Ai Collaboration For Smart Education: Reframing Applied Learning To Support Metacognition, James Hutson, Daniel Plate

Faculty Scholarship

This chapter investigates the profound influence of intelligent virtual assistants (IVAs) on the educational domain, specifically in the realm of individualized learning and the instruction of writing abilities and content creation. IVAs, incorporating generative AI technologies such as ChatGPT and Stable Diffusion, hold the potential to bring about a paradigm shift in educational programs, emphasizing the enhancement of advanced metacognitive capacities rather than the fundamentals of communication. The subsequent recommendations stress the need to cultivate enduring proficiencies and ascertain tailored learning approaches for each learner, which will be indispensable for success in the evolving job market. In this context, prompt …


Exploring The Educational Potential Of Ai Generative Art In 3d Design Fundamentals: A Case Study On Prompt Engineering And Creative Workflows, James Hutson, Bryan Robertson Jun 2023

Exploring The Educational Potential Of Ai Generative Art In 3d Design Fundamentals: A Case Study On Prompt Engineering And Creative Workflows, James Hutson, Bryan Robertson

Faculty Scholarship

AI will be increasingly integrated into artistic practices and creative workflows with prompt engineering assuming an increasingly important role in the process. With readilyavailable generative AI, such as Midjourney, DALL-E 2, and Craiyon (formerly DALLE-mini), anyone can seemingly create "art,” prompting questions about the future necessity of art and design education. However, whereas the ease with which content can be created has seen an outcry from the traditional artmaking community, fears over widespread adoption replacing the need for a firm foundation in art and design principles and fundamentals is unfounded. Instead, these tools should be seen and adopted as other …


Beneath The Property Taxes Financing Education, Timothy M. Mulvaney Jun 2023

Beneath The Property Taxes Financing Education, Timothy M. Mulvaney

Faculty Scholarship

Many states turn in sizable part to local property taxes to finance public education. Political and academic discourse on the extent to which these taxes should serve in this role largely centers on second-order issues, such as the vices and virtues of local control, the availability of mechanisms to redistribute property tax revenues across school districts, and the overall stability of those revenues. This Essay contends that such discourse would benefit from directing greater attention to the justice of the government’s threshold choices about property law and policy that impact the property values against which property taxes are levied.

The …


"They Don't Know What They Don't Know": A Study Of Diversion In Lieu Of Lawyer Discipline, Leslie C. Levin, Susan Saab Fortney Jun 2023

"They Don't Know What They Don't Know": A Study Of Diversion In Lieu Of Lawyer Discipline, Leslie C. Levin, Susan Saab Fortney

Faculty Scholarship

Lawyer misconduct can have devastating consequences for clients. But what is the appropriate regulatory response when lawyers make less serious mistakes? For almost thirty years, jurisdictions have offered some lawyers diversion in lieu of discipline. Diversion is intended to help educate lawyers or treat those with impairments so that they do not reoffend. Yet remarkably little is known about how diversion operates, whether it is used appropriately, and how well it seems to work. This Article addresses these questions. It draws on the limited published data and on interviews with disciplinary regulators in twenty-nine jurisdictions about their use of diversion. …


Enhancing Employability For Autistic Graduates: Using Triz Theory To Design Virtual Reality Solutions For Fostering Inclusive Communications In Workplace Environments, Jonathan Proulx Guimond, Jocelyn Kiss, Reyes Consuelo, Miguel Alejandro, Dominique Michaud, Rency Inson Michel, Alexandre Ménard, Isabelle Feillou, Geoffreyjen Edwards, James Hutson, Claude Vincent, Julie Ruel, Sylvain Letscher, Valéry Psyché, Cathia Papi, Martin Caouette Jun 2023

Enhancing Employability For Autistic Graduates: Using Triz Theory To Design Virtual Reality Solutions For Fostering Inclusive Communications In Workplace Environments, Jonathan Proulx Guimond, Jocelyn Kiss, Reyes Consuelo, Miguel Alejandro, Dominique Michaud, Rency Inson Michel, Alexandre Ménard, Isabelle Feillou, Geoffreyjen Edwards, James Hutson, Claude Vincent, Julie Ruel, Sylvain Letscher, Valéry Psyché, Cathia Papi, Martin Caouette

Faculty Scholarship

The underemployment of post-secondary graduates with autism (AP-PSD) is a critical concern. This issue often stems from difficulties in workplace integration and communication. This research explores the potential of virtual reality (VR) systems to alleviate these challenges by simulating work environments. The methodology, rooted in the TRIZ Theory, a problem-solving algorithm, refines the use of VR systems for enhanced adaptability and efficiency. The primary objectives include enhancing employers' understanding of AP-PSD-related issues and identifying significant workplace challenges faced by AP-PSDs. Through literature reviews, surveys, and focus groups, the study investigates the factors impacting AP-PSDs and identifies key components to develop …


Life, Death, And Ai: Exploring Digital Necromancy In Popular Culture—Ethical Considerations, Technological Limitations, And The Pet Cemetery Conundrum, James Hutson, Jay Ratican Jun 2023

Life, Death, And Ai: Exploring Digital Necromancy In Popular Culture—Ethical Considerations, Technological Limitations, And The Pet Cemetery Conundrum, James Hutson, Jay Ratican

Faculty Scholarship

This article explores the rise of generative AI, particularly ChatGPT, and the combination of large language models (LLM) with robotics, exemplified by Ameca the Robot. It addresses the need to study the ethical considerations and potential implications of digital necromancy, which involves using AI to reanimate deceased individuals for various purposes. Reasons for desiring to engage with a disembodied or bodied replica of a person include the preservation of memories, emotional closure, cultural heritage and historical preservation, interacting with idols or influential figures, educational and research purposes, and creative expression and artistic endeavors. As such, this article examines historical examples …


The Six Emotional Dimension (6de) Model: A Multidimensional Approach To Analyzing Human Emotions And Unlocking The Potential Of Emotionally Intelligent Artificial Intelligence (Ai) Via Large Language Models (Llm), Jay Ratican, James Hutson May 2023

The Six Emotional Dimension (6de) Model: A Multidimensional Approach To Analyzing Human Emotions And Unlocking The Potential Of Emotionally Intelligent Artificial Intelligence (Ai) Via Large Language Models (Llm), Jay Ratican, James Hutson

Faculty Scholarship

The rapid advancements in artificial intelligence (AI) research, particularly in training large language models (LLMs) such as OpenAI's ChatGPT 3.5 and 4, hold significant potential for future applications in education, healthcare, and assisted living. Emotionally intelligent AI systems can provide personalized and adaptive educational experiences, enhancing engagement and educational outcomes. In healthcare, they can offer empathetic mental health support, augmenting existing resources. In assisted living, AI companions can provide emotional support, cognitive stimulation, and monitoring services, promoting independence and safety. However, ethical considerations and privacy safeguards are crucial to ensure responsible deployment. Integrating emotionally intelligent AI in these domains has …


Mass E-Carceration: Electronic Monitoring As A Bail Condition, Sara Zampierin May 2023

Mass E-Carceration: Electronic Monitoring As A Bail Condition, Sara Zampierin

Faculty Scholarship

Over the past decade, the immigration and criminal legal systems have increasingly relied on electronic monitoring as a bail condition; hundreds of thousands of people live under this monitoring on any given day. Decisionmakers purport to impose these conditions to release more individuals from detention and to maintain control over individuals they perceive to pose some risk of flight or to public safety. But the data do not show that electronic monitoring successfully mitigates these risks or that it leads to fewer individuals in detention. Electronic monitoring also comes with severe restrictions on individual liberty and leads to harmful effects …


Even Lawyers Do Not Like Legalese, Eric H. Martinez, Francis Mollica, Edward Gibson May 2023

Even Lawyers Do Not Like Legalese, Eric H. Martinez, Francis Mollica, Edward Gibson

Faculty Scholarship

Significance

Why do lawyers write in such a convoluted manner? Across two preregistered experiments, we find that lawyers a) like laypeople, were less able to understand and recall “legalese” contracts than content of equivalent meaning drafted in a simplified register; and b) rated simplified contracts as equally enforceable as legalese contracts, and rated simplified contracts as preferable to legalese contracts on several important dimensions. Contrary to previous speculation, these results suggest that lawyers who write in a convoluted manner do so as a matter of convenience and tradition as opposed to an outright preference and that simplifying legal documents would …


Utilizing Neurodiverse Workplace Strategies To Support The Growing Population Of Long Covid Cases In A Neuroinclusive Workplace: A Paradigm Shift For Neuroacquired Employees, Piper Hutson, James Hutson Apr 2023

Utilizing Neurodiverse Workplace Strategies To Support The Growing Population Of Long Covid Cases In A Neuroinclusive Workplace: A Paradigm Shift For Neuroacquired Employees, Piper Hutson, James Hutson

Faculty Scholarship

The COVID-19 pandemic has led to the emergence of long COVID, a condition in which patients report persistent symptoms after recovering from acute SARS-CoV-2 infection. A review conducted by the National Institute for Health Research (NIHR) suggests that long COVID may actually consist of four different syndromes: post-intensive care syndrome, post-viral fatigue syndrome, and long-term COVID syndrome. The absence of a clear definition for this condition may lead to under-recognition and under-treatment of the symptoms experienced by those affected. Moreover, existing programs designed for neuro diverse individuals may be adapted to support the growing neuro acquired population. Communication strategies, such …


Less Is More?: Accountability For White-Collar Offenses Through An Abolitionist Framework, Pedro Gerson Apr 2023

Less Is More?: Accountability For White-Collar Offenses Through An Abolitionist Framework, Pedro Gerson

Faculty Scholarship

White-collar crime is underenforced: not enough cases are brought, not many convictions are secured, and when they are, those who were convicted usually benefit from leniency not seen in other kinds of criminal wrongdoing. Calls for accountability center on strengthening the traditional tools of criminal law enforcement to reach actors that have so far eluded criminal liability. These responses, however, risk further entrenching the systems that have led the United States to mass incarceration and its many real and tangible harms. In this Article, I question whether an abolitionist framework is possible for white-collar crime. First, I argue that given …


Gender-Based Religious Persecution, Pooja R. Dadhania Apr 2023

Gender-Based Religious Persecution, Pooja R. Dadhania

Faculty Scholarship

People fleeing gender-based violence in the home face an uphill battle when seeking asylum in the United States. Through the lens of public and private spheres, this Article explores the underutilized religion ground for asylum for cases involving gender-based violence in the home—i.e., the private sphere. This Article argues that if an individual imposes a patriarchal practice on an asylum seeker in the private sphere and justifies that practice using religion, the asylum seeker’s resistance to that practice should constitute religious expression.

The religion ground protects individuals who are persecuted because of their religious beliefs and religious expression. It typically …


Generative Ai And Algorithmic Art: Disrupting The Framing Of Meaning And Rethinking The Subject- Object Dilemma, James Hutson, Morgan Harper-Nichols Apr 2023

Generative Ai And Algorithmic Art: Disrupting The Framing Of Meaning And Rethinking The Subject- Object Dilemma, James Hutson, Morgan Harper-Nichols

Faculty Scholarship

In the revision of treatments of contemporary art in the 21st century, art historians are recognizing 2022 as the dawn of the age of creative artificial intelligence (AI). The emergence of generative AI tools like ChatGPT and Stable Diffusion in late 2022 immediately disrupted the established practices of the art world, leading to debates about the validity of "AI Art" and the emergence of a new market for NFTs. However, fears regarding the "death of the artist" are unwarranted when considering the historical adoption of new technologies by artists, such as photography. The role of the artist will undoubtedly transform, …


The Poetry Of Prompts: The Collaborative Role Of Generative Artificial Intelligence In The Creation Of Poetry And The Anxiety Of Machine Influence, James Hutson, Ana Schnellmann Apr 2023

The Poetry Of Prompts: The Collaborative Role Of Generative Artificial Intelligence In The Creation Of Poetry And The Anxiety Of Machine Influence, James Hutson, Ana Schnellmann

Faculty Scholarship

2022 has been heralded as the year of generative artificial intelligence (AI). Generative AI like ChatGPT and Stable Diffusion, along with a host of others, launched late in the year and immediately disrupted the status quo of the literary and art worlds, leading to outcries to ban “AI Art” and spawning an entirely new market of NFTs. Fears over the “death of the artist” and the “death of college composition,” however, are unfounded when considering the historical adoption of emerging technologies by creatives and the reconsideration of authorship that began with post structuralism and the Foucauldian Death of the Author …


Using A “Bystander Bounty” To Encourage The Reporting Of Workplace Sexual Harassment, Jessica K. Fink Apr 2023

Using A “Bystander Bounty” To Encourage The Reporting Of Workplace Sexual Harassment, Jessica K. Fink

Faculty Scholarship

Sexual harassment has become a fact of the modern workplace – something that society laments and regrets, but that rarely shocks the conscience when it comes to light. In fact, both the least and most surprising aspect about workplace sexual harassment is the number of individuals who are aware of it occurring: For every Harvey Weinstein, Matt Lauer, and Louis CK, there have been countless observers who knew about their depravity and who did nothing to stop their behavior. In this way, one obvious approach for reducing harassment at work seems clearly to involve mobilizing these bystanders – encouraging those …


Inflation, Market Failures, And Algorithms, Rory Van Loo Apr 2023

Inflation, Market Failures, And Algorithms, Rory Van Loo

Faculty Scholarship

Inflation is a problem of tremendous scale. But the leading response to inflation-raising interest rates-also poses economic risks. Raising interest rates rapidly may increase unemployment and heighten the chance of recession. This Article argues that there is a better way to think about antiinflation policy. Rather than defaulting to interest rate hikes that harm markets, policymakers should prioritize laws that lower prices while improving markets. Most importantly, there is evidence that businesses have raised prices by colluding with one another, exploiting consumers' behavioral and informational limits, and lobbying for protectionist laws that block competition. Artificial intelligence pricing algorithms and dark …


Beyond More Accurate Algorithms: Takeaways From Mccleskey Revisited, Ngozi Okidegbe Apr 2023

Beyond More Accurate Algorithms: Takeaways From Mccleskey Revisited, Ngozi Okidegbe

Faculty Scholarship

McCleskey v. Kemp1 operates as a barrier to using the Equal Protection Clause to achieve racial justice in criminal administration.2 By restricting the use of statistical evidence in equal protection challenges, McCleskey stifled the power of the discriminatory intent doctrine to combat the colorblind racism emanating from facially neutral criminal law statutes and governmental actions.3 But what if McCleskey had been decided differently? Given that Washington v. Davis4 held that the challenged law or governmental action had to be “traced to a discriminatory racial purpose,”5 could McCleskey have articulated an approach to equal protection doctrine …


Understanding Dark Patterns In Home Iot Devices, Monica Kowalczyk, Johanna Gunawan, David Choffnes, Daniel J. Dubois, Woodrow Hartzog, Christo Wilson Apr 2023

Understanding Dark Patterns In Home Iot Devices, Monica Kowalczyk, Johanna Gunawan, David Choffnes, Daniel J. Dubois, Woodrow Hartzog, Christo Wilson

Faculty Scholarship

Internet-of-Things (IoT) devices are ubiquitous, but little attention has been paid to how they may incorporate dark patterns despite consumer protections and privacy concerns arising from their unique access to intimate spaces and always-on capabilities. This paper conducts a systematic investigation of dark patterns in 57 popular, diverse smart home devices. We update manual interaction and annotation methods for the IoT context, then analyze dark pattern frequency across device types, manufacturers, and interaction modalities. We find that dark patterns are pervasive in IoT experiences, but manifest in diverse ways across device traits. Speakers, doorbells, and camera devices contain the most …