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Full-Text Articles in Social and Behavioral Sciences

Pvc-Lot-015-E-011, Russell Smith Feb 2999

Pvc-Lot-015-E-011, Russell Smith

Four Valleys Archive

No abstract provided.


Political Uncertainty And Firm-Level Stock Market Reactions In The United States, Nozomi Tanaka Apr 2027

Political Uncertainty And Firm-Level Stock Market Reactions In The United States, Nozomi Tanaka

Honors Program: Senior Projects (Public)

Political uncertainty has become an increasingly important feature of the global economy, with major geopolitical events often triggering rapid reactions in financial markets. This study examines how geopolitical shocks affect firm-level stock market performance in the United States. Using an event study framework, the analysis evaluates cumulative returns and stock return volatility for fourteen publicly traded firms across nine major geopolitical events between 2016 and 2022, including the Brexit referendum, the U.S.–China trade war, the COVID-19 pandemic, and the Russia–Ukraine war.

The results indicate that most firms experienced negative abnormal returns around geopolitical events, suggesting that political uncertainty is generally …


Talking Through Our Difference: Testing The Moral Attitude Dynamic Model For Mitigating The Polarization Along Cultural War Issues, Mengyao Xu Jan 2027

Talking Through Our Difference: Testing The Moral Attitude Dynamic Model For Mitigating The Polarization Along Cultural War Issues, Mengyao Xu

Academic Affairs

This study examines the dynamic nature of polarization by applying the Moral Attitude Dynamic Model (MADM) to immigration discourse. Combining computational analysis of congressional debates with a randomized experiment (N = 1,402), it identifies context-specific moral foundations and evaluates MADM-informed moral reframing strategies. Results show that such messages reduce reactance and, under certain conditions, decrease social distance. Findings extend Contingency Theory by validating MADM as a dynamic, data-driven approach to polarization mitigation.


Bridging The Gap Between Career Expectations Versus Labor Market Realities, Reinette P. Madrid, Grethel T. Ledesma, Ignatius Aryono Putranto, Jyro B. Triviño Jan 2027

Bridging The Gap Between Career Expectations Versus Labor Market Realities, Reinette P. Madrid, Grethel T. Ledesma, Ignatius Aryono Putranto, Jyro B. Triviño

Leadership and Strategy Faculty Publications

Most students lack awareness regarding the labor market outcomes for their chosen college majors. This study aims to answer what factors affect the career expectations of graduating students at Quezon City University and how these expectations align with the prevailing labor market situation. It employed descriptive, causal, and explanatory research using a sample of 108 respondents from fourth-year information technology students for the school year 2021 to 2022. Eight of the nine null hypotheses were rejected by employing multinomial logistic and linear regression. Student fixed effects and other labor market outcomes significantly predicted salary, estimated stability, and estimated skills in …


Community College Librarian Needs Assessment: Academic Status And Research Interest, Christine (Mi-Seon) Kim, Stephanie Delano Davis Jan 2027

Community College Librarian Needs Assessment: Academic Status And Research Interest, Christine (Mi-Seon) Kim, Stephanie Delano Davis

Publications and Research

This pilot study explores the results of the Spring 2023, “Needs Survey for Community College Librarians” conducted by the Community and Junior College Libraries Section (CJCLS).  CJCLS is a section of the Association of College and Research Libraries (ACRL), a division of the American Library Association (ALA). One hundred and seventeen individuals participated in the survey. The survey asked community college librarians about their academic employment status and publication requirements, their interest in research, and the support for research available to them at their institutions. The key findings of this research show a broad range of academic status classification among …


The Indirect Taxes, Conor Clarke, Ari Glogower Jan 2027

The Indirect Taxes, Conor Clarke, Ari Glogower

Scholarship@WashULaw

Article I of the Constitution empowers Congress to “lay and collect Taxes, Duties, Imposts and Excises.” It is arguably Congress’s most important power. A government’s first task is to fund itself, and the absence of an enforceable funding mechanism under the Articles of Confederation was a primary reason for the Constitution in the first place. Yet scholarly and judicial attention has focused mostly on the term “taxes” (and specifically what constitutes a “direct tax” that must be apportioned) while largely overlooking the three terms that follow—the duties, imposts, and excises that are collectively known as the “indirect taxes.” 

While poorly …


Supporting Bibliodiversity And Access Through Library Resource Sharing, J. Silvia Cho Jan 2027

Supporting Bibliodiversity And Access Through Library Resource Sharing, J. Silvia Cho

Publications and Research

Librarians, with their core values of access, intellectual freedom, stewardship and democracy, share bibliodiversity advocates’ vision of an eco-social system of diverse cultures and reading as a democratic and emancipatory practice. Librarians bolster bibliodiversity by collecting inclusively, critically reviewing and decolonizing library collections, and centering access. Building on previous discussions on the role of open access in strengthening bibliodiversity, this paper acknowledges and articulates how interlibrary loan and library resource sharing also support bibliodiversity. Doing so is important to augment advocacy and support for these services. Advancing solutions to challenges in resource sharing means also advancing towards bibliodiversity goals, supporting …


Diverging Impacts Of Organizational Dei Practices: The Role Of Objective And Subjective Group Status, Julia Oberlin, Claudia Toma, Tessa L. Dover Dec 2026

Diverging Impacts Of Organizational Dei Practices: The Role Of Objective And Subjective Group Status, Julia Oberlin, Claudia Toma, Tessa L. Dover

Psychology Faculty Publications and Presentations

Purpose – While DEI practices aim to enhance the outcomes of disadvantaged groups, their impact remains uncertain, with disparities often persisting. This paper examines whether the accumulation of DEI practices helps reduce psychological and work disparities between employees, considering both their objective (e.g. gender and race) and subjective (or perceived) (dis)advantage.

Design/methodology/approach – Study 1 surveyed 602 employees to assess the impact of perceiving their organization as having many orfew DEI practices on theirsense ofinclusion and job satisfaction. Study 2 used an experimental design (N 5 739) to extend the findings of Study 1 by manipulating the number of DEI …


Does The Court Follow The Election Returns?, Thomas Keck Dec 2026

Does The Court Follow The Election Returns?, Thomas Keck

Political Science - All Scholarship

No abstract provided.


Evolving Ai Integration In Complex Medical Decision-Making And Multidisciplinary Transplant Care: A Systematic Review Of Human-Ai Collaboration, Rachel L. Dzieran, Cihan H. Dagli, Robert J. Marley Dec 2026

Evolving Ai Integration In Complex Medical Decision-Making And Multidisciplinary Transplant Care: A Systematic Review Of Human-Ai Collaboration, Rachel L. Dzieran, Cihan H. Dagli, Robert J. Marley

Engineering Management and Systems Engineering Faculty Research & Creative Works

Purpose of Review: Artificial intelligence (AI) in healthcare has evolved dramatically from early expert systems, which were initially considered replacements for clinical judgment, to today's collaborative frameworks that aim to augment physician decision-making. This evolution is particularly crucial in domains such as transplant surgery, where decisions carry irreversible consequences and require the integration of complex, often ambiguous data. Drawing on peer-reviewed literature from 2019 to 2025, we conducted a systematic review that analyzed key elements distinguishing successful human-AI partnerships from those that fail. Recent Findings: The ideal balance incorporates human expertise into AI systems through weighted integration approaches, rather than …


Evaluating The Pulse Of Exercise Programs: Developing And Validating The Intervention Usability Scale For Exercise (Iuse) To Enhance Implementation And Adherence, Anne Inger Mørtvedt, Eva Ageberg, Steven Elmer, Kevin Trewartha, Erich Petushek Dec 2026

Evaluating The Pulse Of Exercise Programs: Developing And Validating The Intervention Usability Scale For Exercise (Iuse) To Enhance Implementation And Adherence, Anne Inger Mørtvedt, Eva Ageberg, Steven Elmer, Kevin Trewartha, Erich Petushek

Michigan Tech Publications

Background: Adherence to exercise interventions is often suboptimal, despite numerous studies documenting barriers and facilitators. Usability may be a critical yet underexplored determinant of adherence. This study aimed to develop and assess the psychometric properties of the Intervention Usability Scale for Exercise (IUSE). Methods: Item generation and content validation involved cognitive interviews and feedback from eight exercise intervention stakeholders and ten target users from the general public. Subsequently, 526 target users from University, Qualtrics and Prolific participant panels assessed exercise programs through an online survey. Dimensionality was assessed using Principal Component Analysis (PCA), Exploratory Factor Analysis (EFA), and bifactor models. …


Bayesian Linear, Heteroskedastic, Multilevel, And Dynamic Models For Assessing The Effects Of Policy Uncertainty, Green Finance, Innovation, And Environmental Stringency On Sustainable Economic Growth In Oecd Economies, Md Qamruzzaman, Abdulrahman Alomair, Abdulaziz S. Al Naim, Sylvia Kor Dec 2026

Bayesian Linear, Heteroskedastic, Multilevel, And Dynamic Models For Assessing The Effects Of Policy Uncertainty, Green Finance, Innovation, And Environmental Stringency On Sustainable Economic Growth In Oecd Economies, Md Qamruzzaman, Abdulrahman Alomair, Abdulaziz S. Al Naim, Sylvia Kor

Student Publications [Scholarly]

This study analyzes how policy uncertainty, green finance, green innovation, and the stringency of environmental policy affect sustainable economic growth in OECD member countries from 1996 to 2023. Given the growing evidence that advanced economies are facing structural lock-ins, a lack of coherent policy credibility, and insufficient financial and innovative capabilities, the current study integrates these factors into a coherent empirical framework that continues to prevent disintegration in the current literature. Using environmentally adjusted multifactor productivity as a proxy for green economic growth, the analysis employs a panel of Bayesian econometric models that include linear, heteroskedastic, multilevel, random-effects, and panel …


Assessing Future Drought Scenarios In Rangpur, Bangladesh Using Cmip6 Climate Projections And Drought Indices, Mijanur Rahman, Hossain Al Mahbub, Mst Sanjida Alam, Janifer Alam, Nusrut Sharmin, Md Naim Molla Dec 2026

Assessing Future Drought Scenarios In Rangpur, Bangladesh Using Cmip6 Climate Projections And Drought Indices, Mijanur Rahman, Hossain Al Mahbub, Mst Sanjida Alam, Janifer Alam, Nusrut Sharmin, Md Naim Molla

Student Publications [Scholarly]

Climate-induced drought has become a growing concern across South Asia as rising temperatures and monsoon variability intensify hydroclimatic stress. This study evaluates historical (1979–2014) and future (2015–2100) hydroclimatic conditions in Rangpur using observed data and CanESM5 projections for three CMIP6 scenarios (SSP1-1.9, SSP2-2.6, SSP5-8.5). Multi-scale Standardized Precipitation Index (SPI) and Standardized Precipitation Evapotranspiration Index (SPEI) were applied to detect droughts, while Tmax and Tmin Z-scores quantified heat anomalies and compound drought–temperature events. Historical records show strong rainfall variability with no significant long-term trend, but significant warming particularly in Tmin indicating increasing evaporative demand. Future projections reveal moderate precipitation increases (+ …


Unpacking Environmental Racism Through Dependency Theory In The Case Of Second-Hand Goods Export To West Africa, Prince Nii Koi Kotei, Adusei-Asante, Shajimon Peter, Portia Nana Ama Brempong Dec 2026

Unpacking Environmental Racism Through Dependency Theory In The Case Of Second-Hand Goods Export To West Africa, Prince Nii Koi Kotei, Adusei-Asante, Shajimon Peter, Portia Nana Ama Brempong

Research outputs 2022 to 2026

The second-hand goods export market is complex and inextricably intertwined with environmental racism and dependency theories. Studies have shown that the adverse impacts of second-hand goods exports outweigh their benefits. West African countries are marginalised and are trapped in a dependency cycle. The literature discusses secondhand goods exports; however, it rarely situates this within the context of the dependency theory and environmental racism. This study seeks to address this gap by integrating several studies under a common theoretical framework connecting dependency theory to environmental racism. This study unpacks environmental racism through dependency theory in the export of second-hand goods. Specifically, …


Depression, Psychological Distress, And Coping Strategies Among African Migrants In Australia: A Cross-Sectional Web-Based Study, Uchechukwu Levi Osuagwu, Lillian Mwanri, Edith N. Botchway-Commey, David Chisanga, Agness Tembo, Nnaemeka Meribe, Kathomi Gatwiri, Obed Adonteng-Kissi, Kerrie P. Doyle, Frank Darkwa Baffour, Ahmed A. Moustafa Dec 2026

Depression, Psychological Distress, And Coping Strategies Among African Migrants In Australia: A Cross-Sectional Web-Based Study, Uchechukwu Levi Osuagwu, Lillian Mwanri, Edith N. Botchway-Commey, David Chisanga, Agness Tembo, Nnaemeka Meribe, Kathomi Gatwiri, Obed Adonteng-Kissi, Kerrie P. Doyle, Frank Darkwa Baffour, Ahmed A. Moustafa

Research outputs 2022 to 2026

Background: African migrants constitute a significant proportion of the Australian population. While migration and resettlement offer opportunities, the associated stressors may adversely affect the mental health and well-being of African migrants. This study explored, for the first time, the prevalence of depression and psychological distress among African migrants in Australia and the relationship between coping mechanisms and mental health outcomes. Methods: A web-based cross-sectional survey of adult African migrants in Australia was conducted between February and May 2022. Participants (N = 167) who did not have a refugee status who resided in Australia for at least 12 months were recruited …


Experiences In Building Social Connectedness And Sense Of Belonging: Voices From African Migrants In Australia, Uchechukwu Levi Osuagwu, Kelechukwu Enyinnaya Ahaiwe, Obed Adonteng-Kissi, Anayochukwu Edward Anyasodor, Kerrie E. Doyle Dec 2026

Experiences In Building Social Connectedness And Sense Of Belonging: Voices From African Migrants In Australia, Uchechukwu Levi Osuagwu, Kelechukwu Enyinnaya Ahaiwe, Obed Adonteng-Kissi, Anayochukwu Edward Anyasodor, Kerrie E. Doyle

Research outputs 2022 to 2026

Strategies to address social exclusion often involve promoting social connectedness and a sense of belonging. Drawing from existing literature on social inclusion, social connectedness, and belonging, including the use of primary data, this study explored the experiences of African migrants regarding their sense of connectedness and belonging in Australia. Semi-structured interviews were conducted online with 16 African migrants living in Australia. Using purposive sampling, participants were recruited through community groups across various towns and cities. Interviews were conducted via Teams and Zoom video calls, and subsequently transcribed manually for thematic analysis. Findings highlight the necessity for interventions targeting isolation and …


The Association Between Cyber Behaviors And Hedonic And Eudaimonic Well-Being: The Moderating Role Of Personality Traits, Areej Elsayary, Juan Calmaestra, Mercedes Gómez-López Dec 2026

The Association Between Cyber Behaviors And Hedonic And Eudaimonic Well-Being: The Moderating Role Of Personality Traits, Areej Elsayary, Juan Calmaestra, Mercedes Gómez-López

All Works

The increasing integration of digital technologies into everyday life has intensified engagement in various cyber behaviors, raising important questions about their relationship with individuals' well-being. This study examined the associations between online moral disengagement, problematic internet use (compulsive internet use), benign and toxic disinhibition, cyberaggression, and cybervictimization with both hedonic and eudaimonic well-being among emerging adults in the United Arab Emirates. Furthermore, it explores the moderating role of personality traits in these associations. Data were collected from 671 emerging adults (46.8% women) aged 18–29 years (M = 22.56; SD = 3.04). Results showed that cybervictimization and cyberaggression exhibited the strongest …


How Leaders Build Employee Trust In Artificial Intelligence: Voice Opportunities, Humility, And Trust Transfer, Jack Mcguire, David De Cremer, Devesh Narayanan Dec 2026

How Leaders Build Employee Trust In Artificial Intelligence: Voice Opportunities, Humility, And Trust Transfer, Jack Mcguire, David De Cremer, Devesh Narayanan

Research Collection Lee Kong Chian School Of Business

Artificial intelligence is increasingly central to organizational work, yet employee trust in AI remains fragile. Although prior research has primarily explained trust in AI through technological characteristics such as transparency, reliability, and accuracy, we argue that trust in AI is also shaped by the social context in which employees encounter these systems. Drawing on affect-as-information theory and social information processing theory, we develop and test a model in which leader-provided voice opportunities reduce employees’ negative affect about AI-related work experiences, thereby enhancing perceptions of leader trustworthiness and, in turn, trust in AI. We further propose that this indirect effect depends …


The Downstream Effect Of Gender Bias On Academic Performance And Career Aspirations Amongst Female Students In Stem Via Gender-Professional Identity Integration (G-Pii), Chi-Ying Cheng, Shuna Shiann Khoo, Shih-Fen Cheng, Yeow Leong Lee, Vandana Ramachandra Rao Dec 2026

The Downstream Effect Of Gender Bias On Academic Performance And Career Aspirations Amongst Female Students In Stem Via Gender-Professional Identity Integration (G-Pii), Chi-Ying Cheng, Shuna Shiann Khoo, Shih-Fen Cheng, Yeow Leong Lee, Vandana Ramachandra Rao

Research Collection School of Social Sciences

Background Gender imbalance in STEM, characterized by a significant underrepresentation of women, remains a significant challenge. Although gender bias is a well-known contributor to women’s attrition from STEM, the psychological mechanisms linking gender bias to departure are less well understood. Our research investigates early antecedents of attrition and the psychological processes that precede leaving the STEM pathway in tertiary education. Drawing upon identity integration research, we propose that perceived gender bias exerts undermines female STEM students’ academic performance and career aspirations by reducing their Gender-Professional Identity Integration (G-PII), a construct that captures individual differences in the perceived compatibility between a …


Mind The Hazard: Modeling And Interpreting Comfort With Personalized Sensing, Yufei Zhang, Matteo Favero, Patrick Chwalek, Sailin Zhong, Denis Lalanne, A. Joseph Paradiso, Clayton Miller, Andrew Sonta Nov 2026

Mind The Hazard: Modeling And Interpreting Comfort With Personalized Sensing, Yufei Zhang, Matteo Favero, Patrick Chwalek, Sailin Zhong, Denis Lalanne, A. Joseph Paradiso, Clayton Miller, Andrew Sonta

Research Collection College of Integrative Studies

Recent advances in personalized sensing and comfort feedback have spurred the development of data-driven comfort models tailored to individual needs. However, because current models treat sequential comfort feedback independently, they are subject to unstable predictions and limited interpretability, hindering their deployment in building management. This study introduces a dynamic modeling framework that utilizes a Neural Ordinary Differential Equations-based Continuous-time Markov Chain to model the transitions in comfort states over time. Our modeling approach, developed through a field study utilizing smart glasses and mobile app feedback, tracks occupants' comfort transitions across daily activities and contexts. The results demonstrate that this model …


Assessor Experiences In Cmmc Level 2 Certification Assessments: An Interpretative Phenomenological Analysis Of Role Expectations, Samuel Heuchert, John Hastings Oct 2026

Assessor Experiences In Cmmc Level 2 Certification Assessments: An Interpretative Phenomenological Analysis Of Role Expectations, Samuel Heuchert, John Hastings

Research & Publications

The Cybersecurity Maturity Model Certification program requires that third-party assessments be conducted under a non-consultative model. The model is intended to ensure impartiality for organizations seeking certification. While this structure defines expectations for assessor behavior, assessor experiences and interpretations of these constraints remain underexamined. The study examines the lived experiences of CMMC-Certified Assessors and how they navigate role expectations within the non-consultative model. Using Role Conflict Theory as a guiding framework, the study applied Interpretative Phenomenological Analysis (IPA) to semi-structured interviews to explore how assessors make sense of their roles. The analysis identified experiential themes that describe how assessors construct …


Assessing Awareness And Use Of Artificial Intelligence Tools Among Library Personnel In Public And Private Institutions In Ekiti State, Nigeria, Thomas Aanu Ojo Oct 2026

Assessing Awareness And Use Of Artificial Intelligence Tools Among Library Personnel In Public And Private Institutions In Ekiti State, Nigeria, Thomas Aanu Ojo

Library Philosophy and Practice (e-journal)

Artificial Intelligence is a technology integrated into libraries as a tool to help eliminate tedious and repetitive tasks. However, its awareness and use in libraries are still in the early stages. Therefore, this study investigated the awareness and use of AI tools among library personnel in public and private institutions in Ekiti State, Nigeria. The study population comprised 107 library personnel in Ekiti State. The questionnaire was used to elicit data. Descriptive statistics of frequency count, percentage, mean and standard deviation were used to analyse the data. The findings revealed that the level of awareness of AI tools among library …


Fall 2026, John M. Pfau Library Oct 2026

Fall 2026, John M. Pfau Library

Peacock – John M. Pfau Library Newsletter

In this issue:

Preserving 135 Years of Inland Empire Jewish History pgs. 1 & 2

William “Bill” Russler pgs. 1 & 2

An Eventful Year p. 3

Our Newest Databases p. 4

Eric Milenkiewicz p. 4

Not Just for Students p. 4

Pop-Tart, Pop In! p. 5

Our Newest Staff Members p. 6

Positioning the CSUSB Libraries for Success p. 7

What’s in the Works? p.7


Info 7009 / Lbsci 709: Research In Library And Information Studies, Ping Li Oct 2026

Info 7009 / Lbsci 709: Research In Library And Information Studies, Ping Li

Open Educational Resources

This is a syllabus of INFO 7009 / LBSCI 709: Research in Library and Information Studies. Funded in part by the CUNY OER Initiative, this class uses open educational resources or zero-textbook-cost materials.


Failed Gay Rights Amendment To Mankato's Human Rights Ordinance In Mankato, Minnesota In 1987, Kellian Clink Oct 2026

Failed Gay Rights Amendment To Mankato's Human Rights Ordinance In Mankato, Minnesota In 1987, Kellian Clink

Library Services Publications

In 1987, small but passionate people urged the city to pass an amendment to Mankato’s existing human rights ordinance to protect LGBTQ+ communities.   Advocates argued that gays were entitled to the same rights as straight people and were looking for protection in housing and employment, particularly. They demonstrated that people had lost jobs, housing, and access to dance venues. Some opponents equated gays with promiscuity, child molestation, solicitation, sin, and AIDS; some were convinced it was not needed; some pinned their arguments on the existence of laws already on the books.  This narrative is based on articles from the local …


Mexico Consensus Economic Forecast, Volume 29, Number 3, Thomas M. Fullerton, Steven L. Fullerton Oct 2026

Mexico Consensus Economic Forecast, Volume 29, Number 3, Thomas M. Fullerton, Steven L. Fullerton

Border Region Modeling Project

No abstract provided.


Bibliography For "Commemorating The American Revolution 250 Years Later" Display, Victoria Perez, Sally Park Oct 2026

Bibliography For "Commemorating The American Revolution 250 Years Later" Display, Victoria Perez, Sally Park

Library Displays and Bibliographies

A bibliography created to support a display about the 250th anniversary of the American Revolution in fall 2026 at the Leatherby Libraries at Chapman University.


Swk 200: Introduction To Social Work Syllabus, Samantha Norris Oct 2026

Swk 200: Introduction To Social Work Syllabus, Samantha Norris

Open Educational Resources

This Open Educational Resources (OER) syllabus was created for Introduction to Social Work (SWK 200) at the College of Staten Island, thanks to support from the CUNY Graduate Center’s Open Knowledge Fellowship.

The focus of SWK 200 is on introducing students to the profession of social work. This course examines the profession of social work, its value base, areas of practice, and societal role. Major social problems; philosophies of social welfare, provision, program and policy initiatives; and the response of social work as a profession are addressed. The obligation of professional social workers to promote social and economic justice on …


Intl 30800: Research Methods For International And Global Studies, Eliza Marks Oct 2026

Intl 30800: Research Methods For International And Global Studies, Eliza Marks

Open Educational Resources

This syllabus was developed for INTL 30800: Research Methods in International and Global Studies at City College of New York (CCNY). This project-based course introduces International and Global Studies students to research methods, with a focus on how social scientists formulate questions, design and carry out research, and interpret evidence. The course is designated Zero Textbook Cost (ZTC).


Algorithmic Oversight: Caremark's Fiduciary Framework Applied To Artificial Intelligence, Samar Singh Sep 2026

Algorithmic Oversight: Caremark's Fiduciary Framework Applied To Artificial Intelligence, Samar Singh

Political Science and International Relations: Student Scholarship & Creative Works

Artificial intelligence now drives core corporate decision, such as loan approvals and hiring screens, yet corporate boards have largely treated its governance as a management-level policy questions rather than a fiduciary obligation. This paper argues that this framing is mistaken, using Delaware's Caremark doctrine, as refined by Marchand v. Barnhill, In re Boeing, and In re McDonald's. The relevant cases already impose an enforceable duty on boards to actively oversee mission algorithmic systems, and by applying Marchand's mission-critical standard, this paper demonstrates that AI performs core business functions that expose companies to anti-discrimination, consumer protection, and …