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Articles 51181 - 51210 of 658524
Full-Text Articles in Social and Behavioral Sciences
Datafication, Power, And Publics In India's National Digital Health Ecosystem, Ramya Chandrasekhar
Datafication, Power, And Publics In India's National Digital Health Ecosystem, Ramya Chandrasekhar
Socio-Legal Review
While evident for a long time, the COVID-19 pandemic starkly illustrated the need to strengthen India’s public healthcare system. But since 2017, the solution to India’s public health woes takes the shape of the National Digital Health Ecosystem (‘NDHE’) – a digital system for the generation, use, and “frictionless” circulation of health data across healthcare actors through the use of artefacts such as health IDs, electronic health records, data standards, and federated computing architectures. These artefacts are not neutral technological systems. Rather, together with social practices, they constitute a “data infrastructure.” Seeing the NDHE as a data infrastructure allows us …
The Violence Of Numbers: A Critical Appraisal Of The Justice Capabilities Framework, Abhineet Maurya
The Violence Of Numbers: A Critical Appraisal Of The Justice Capabilities Framework, Abhineet Maurya
Socio-Legal Review
Systems of indicators and international rankings have today become a new mode of evaluating social, political, and economic life. In the context of measuring the rule of law and justice delivery systems at a local as well as a global level, such indicators enable empirically grounded solutions to justice reform issues. However, scholars like Siddharth Peter de Souza argue that the existing discourse concerning the rule of law and access to justice indicators promote a specific vision of a well functioning justice system grounded in western normative considerations. de Souza, in his book Designing Indicators for a Plural Legal World …
Cultivating Legalism From Paper Proofs: Analysing Everyday Forms Of Claim Making By Van Gujjar Pastoralists In Uttarakhand, Mohammad Meer Hamja, Pranav Menon
Cultivating Legalism From Paper Proofs: Analysing Everyday Forms Of Claim Making By Van Gujjar Pastoralists In Uttarakhand, Mohammad Meer Hamja, Pranav Menon
Socio-Legal Review
Scholarship from South Asia has often highlighted how subaltern peoples partake in social movements as figures of resistance but rarely analyse their techniques of working the law in their favour to negotiate citizenship with the state. Such modes of articulating claims through affective gestures and vernacular legalese foster plural meanings to otherwise rigid legal categories and dogmatic bureaucratic interpretation. This paper draws upon socio-historical and ethnographic accounts of Van Gujjars to highlight how these pastoralists utilise myriad forms of paper proofs and documentary evidence to engage in claim making across the forests of Uttarakhand. Through an articulation of everyday tactics …
On The Promises And Failures Of Anticolonial Constitutionalism In India: A Review Of Sandipto Dasgupta’S Legalizing The Revolution, Shaunna Rodrigues
On The Promises And Failures Of Anticolonial Constitutionalism In India: A Review Of Sandipto Dasgupta’S Legalizing The Revolution, Shaunna Rodrigues
Socio-Legal Review
This review of Sandipto Dasgupta’s Legalizing the Revolution: India and the Constitution of the Postcolony (Cambridge University Press 2024) delves into the complex legacy of constitutionalism in postcolonial India. The book assesses constitutionalism in India as an instrument that translated the revolutionary aspirations of an anticolonial mass movement into a legal framework for societal transformation. Dasgupta illuminates constitutionalism’s dynamic mediation of conflicting visions from India’s diverse masses and its political leaders, demonstrating how it intertwined the promise of anticolonialism with enduring tensions of representation, legal interpretation, and bureaucratic planning. He critically analyses its role in the development discourse in India, …
Disentangling Accelerated Cognitive Decline From The Normal Aging Process And Unraveling Its Genetic Components: A Neuroimaging-Based Deep Learning Approach, Yulin Dai, Yu-Chun Hsu, Brisa S Fernandes, Kai Zhang, Xiaoyang Li, Nitesh Enduru, Andi Liu, Astrid M Manuel, Xiaoqian Jiang, Zhongming Zhao, Alzheimer’S Disease Neuroimaging Initiative
Disentangling Accelerated Cognitive Decline From The Normal Aging Process And Unraveling Its Genetic Components: A Neuroimaging-Based Deep Learning Approach, Yulin Dai, Yu-Chun Hsu, Brisa S Fernandes, Kai Zhang, Xiaoyang Li, Nitesh Enduru, Andi Liu, Astrid M Manuel, Xiaoqian Jiang, Zhongming Zhao, Alzheimer’S Disease Neuroimaging Initiative
Faculty, Staff and Student Publications
BACKGROUND: The progressive cognitive decline, an integral component of Alzheimer's disease (AD), unfolds in tandem with the natural aging process. Neuroimaging features have demonstrated the capacity to distinguish cognitive decline changes stemming from typical brain aging and AD between different chronological points.
OBJECTIVE: To disentangle the normal aging effect from the AD-related accelerated cognitive decline and unravel its genetic components using a neuroimaging-based deep learning approach.
METHODS: We developed a deep-learning framework based on a dual-loss Siamese ResNet network to extract fine-grained information from the longitudinal structural magnetic resonance imaging (MRI) data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) study. …
Community Scientist Program Provides Bi-Directional Communication And Co-Learning Between Researchers And Community Members, Jessica Alvarado, Larkin L Strong, Birnur Buzcu-Guven, Leonetta B Thompson, Erica Cantu, Chelsea C Carrier, Chiamaka D Chukwu, Cassandra L Harris, Luz K Melendez, Crystal L Roberson, Angela M Ross, Sophia C Russell, Pablo Sanchez, Amirali Tahanan, Blair C Zdenek, Belinda M Reininger, Lorna H Mcneill
Community Scientist Program Provides Bi-Directional Communication And Co-Learning Between Researchers And Community Members, Jessica Alvarado, Larkin L Strong, Birnur Buzcu-Guven, Leonetta B Thompson, Erica Cantu, Chelsea C Carrier, Chiamaka D Chukwu, Cassandra L Harris, Luz K Melendez, Crystal L Roberson, Angela M Ross, Sophia C Russell, Pablo Sanchez, Amirali Tahanan, Blair C Zdenek, Belinda M Reininger, Lorna H Mcneill
Faculty, Staff and Student Publications
Community involvement in research is key to translating science into practice, and new approaches to engaging community members in research design and implementation are needed. The Community Scientist Program, established at the MD Anderson Cancer Center in Houston in 2018 and expanded to two other Texas institutions in 2021, provides researchers with rapid feedback from community members on study feasibility and design, cultural appropriateness, participant recruitment, and research implementation. This paper aims to describe the Community Scientist Program and assess Community Scientists' and researchers' satisfaction with the program. We present the analysis of the data collected from 116 Community Scientists …
Intermittent Theta Burst Stimulation And Functional Connectivity In People Living With Hiv/Aids Who Smoke Tobacco Cigarettes: A Preliminary Pilot Study, Gopalkumar Rakesh, Thomas G Adams, Rajendra A Morey, Joseph L Alcorn, Rebika Khanal, Amanda E Su, Seth S Himelhoch, Craig R Rush
Intermittent Theta Burst Stimulation And Functional Connectivity In People Living With Hiv/Aids Who Smoke Tobacco Cigarettes: A Preliminary Pilot Study, Gopalkumar Rakesh, Thomas G Adams, Rajendra A Morey, Joseph L Alcorn, Rebika Khanal, Amanda E Su, Seth S Himelhoch, Craig R Rush
Faculty, Staff and Student Publications
BACKGROUND: People living with HIV (PLWHA) smoke at three times the rate of the general population and respond poorly to cessation strategies. Previous studies examined repetitive transcranial magnetic stimulation (rTMS) over left dorsolateral prefrontal cortex (L. dlPFC) to reduce craving, but no studies have explored rTMS among PLWHA who smoke. The current pilot study compared the effects of active and sham intermittent theta-burst stimulation (iTBS) on resting state functional connectivity (rsFC), cigarette cue attentional bias, and cigarette craving in PLWHA who smoke.
METHODS: Eight PLWHA were recruited (single-blind, within-subject design) to receive one session of iTBS (n=8) over the L. …
Secondhand Tobacco Smoke Exposure In Homes And Vehicles In Youth: Disparities Among Racial, And Sexual And Gender Minorities, Rajesh Talluri, Sahil S Shete, Surendra S Shastri, Sanjay Shete
Secondhand Tobacco Smoke Exposure In Homes And Vehicles In Youth: Disparities Among Racial, And Sexual And Gender Minorities, Rajesh Talluri, Sahil S Shete, Surendra S Shastri, Sanjay Shete
Faculty, Staff and Student Publications
BACKGROUND: Secondhand smoke exposure (SHSe) among youth is a serious public health concern, leading to an increased risk of conditions such as asthma and respiratory infections. However, there is little research on SHSe among vulnerable populations, such as racial and sexual minorities. Understanding the factors associated with youth SHSe in homes and vehicles is crucial to developing better protective policies.
METHODS: This study utilized 2020 data from the National Youth Tobacco Survey, a representative sample of middle- and high-school students in the US. The primary outcomes were youth SHSe at home and while riding in a vehicle. Multinomial regression models …
Tiny Houses (Revisited): Geography Of Tiny House Villages For The Homeless In The United States, Yetimoni Kpeebi
Tiny Houses (Revisited): Geography Of Tiny House Villages For The Homeless In The United States, Yetimoni Kpeebi
Graduate Theses/Dissertations
The increasing adoption of tiny house villages as a solution to homelessness in the United States (US) underscores the need for comprehensive tracking and documentation of their locations, physical attributes, and social characteristics. This is vital to assess their effectiveness, providing advocates and policymakers with the information needed to optimize outcomes, and ensure these initiatives truly benefit the homeless population. While initial efforts were made in 2019 to establish a database for these villages (Evans, 2020), this study represents an improvement by presenting an updated database that reflects the growing popularity of tiny house villages for the homeless. Building upon …
Different Cohort, Disparate Results: Selection Bias Is A Key Factor In Autopsy Cohorts, Kathryn Gauthreaux, Walter A. Kukull, Karin B. Nelson, Charles Mock, Yen-Chi Chen, Kwun C. G. Chan, David W. Fardo, Yuriko Katsumata, Erin L. Abner, Peter T. Nelson
Different Cohort, Disparate Results: Selection Bias Is A Key Factor In Autopsy Cohorts, Kathryn Gauthreaux, Walter A. Kukull, Karin B. Nelson, Charles Mock, Yen-Chi Chen, Kwun C. G. Chan, David W. Fardo, Yuriko Katsumata, Erin L. Abner, Peter T. Nelson
Neurology Faculty Publications
INTRODUCTION: Research-oriented autopsy cohorts provide critical insights into dementia pathobiology. However, different studies sometimes report disparate findings, partially because each study has its own recruitment biases. We hypothesized that a straightforward metric, related to the percentage of research volunteers cognitively normal at recruitment, would predict other inter-cohort differences.
METHODS: The National Alzheimer’s Coordinating Center (NACC) provided data on N = 7178 autopsied participants from 28 individual research centers. Research cohorts were grouped based on the proportion of participants with normal cognition at initial clinical visit.
RESULTS: Cohorts with more participants who were cognitively normal at recruitment contained more individuals who …
Social Determinants Of Health: Evaluation Using Rates Of Vision Screening And Follow-Up Examinations, Madeline Dyer
Social Determinants Of Health: Evaluation Using Rates Of Vision Screening And Follow-Up Examinations, Madeline Dyer
Williams Honors College, Honors Research Projects
Vision care is essential to the quality of life of young children, impacting them over the course of their lives. Social Determinants of Health (SDOH) affect the likelihood of a child having access to appropriate care specified by the Bright Futures. The aim of this study was to assess the impact of SDOH on the completion of vision screening and the rate of follow-up with an eye care provider when applicable. In addition, rates of instrument-based vision screening and recommended ophthalmology follow-up were compared with COI, a metric assessing the quality of resources available and the conditions that matter for …
Glacial Deposits, Vol. 48, 2024, Department Of Geography, Geology, And The Environment
Glacial Deposits, Vol. 48, 2024, Department Of Geography, Geology, And The Environment
Glacial Deposits
Newsletter of the Department of Geography, Geology, and the Environment
The Ethics Of Involuntary Intervention, Landyn Tipton
The Ethics Of Involuntary Intervention, Landyn Tipton
Williams Honors College, Honors Research Projects
This is a deep ethical analysis of the act of non-consensual intervention that discusses the distinction between voluntary and involuntary intervention and explains when it would be considered appropriate and inappropriate to intervene in someone else's life. This paper presents an argument for the right to autonomy, including specific scenarios like consensual types of intervention (psychological therapy), religious intervention (specifically involving LGBTQ conversion therapy), and situations where the person is potentially harming themselves or others. There will also be an interpretation of autonomy and the claim to authority through the lens of Utilitarianism and Kantian ethics.
Response To Ashley Jackson’S Review Of Civilian Protective Agency In Violent Settings, J. Krause, M. Masullo, Emily Paddon Rhoads, J. Welsh
Response To Ashley Jackson’S Review Of Civilian Protective Agency In Violent Settings, J. Krause, M. Masullo, Emily Paddon Rhoads, J. Welsh
Political Science Faculty Works
No abstract provided.
Recommendations To Internal Auditors Regarding The Auditing And Attestation Of Mathematical Programming Models, Jose Rincón, Greg Akai, Daryl Ono
Recommendations To Internal Auditors Regarding The Auditing And Attestation Of Mathematical Programming Models, Jose Rincón, Greg Akai, Daryl Ono
Librarian Publications & Presentations
Mathematical programming planning models increase operational efficiency and minimize operating costs, but the underlying mathematics generally is complex. Combinatorial optimization is technically sophisticated which requires a strong quantitative background to successfully implement. Most internal auditors will not have the technical training to critically assess the underlying mathematics of mathematical programming planning models, but the internal auditor can still provide insight and attestation which can increase the efficiency of mathematical programming planning models.
Assessing The Effectiveness Of Natural Wood Treatments Against Eastern Subterranean Termite (Reticulitermes Flavipes) Damage: A Comparative Study, Emma Goettel
Williams Honors College, Honors Research Projects
This research is to discover alternative natural chemical cues to the use of borates to deter Eastern Subterranean Termites (R. flavipes) that remain in place in areas of high moisture content. Common sources of food for Eastern Subterranean Termites include materials that are high in cellulose content. As one of these sources, wood, is an abundantly used material in society such as in home construction, research into potential methods to make this material less susceptible to termite predation is an area of public interest. The current method of deterrence is pressure treatment of wood with Borates as they disrupt the …
Needs Assessment – National Repository For Nsf Agep Deliverables, Christie Sahley, Megan Sapp-Nelson, Donna Ferullo, Linda Mason, Hanzi Xie
Needs Assessment – National Repository For Nsf Agep Deliverables, Christie Sahley, Megan Sapp-Nelson, Donna Ferullo, Linda Mason, Hanzi Xie
Libraries Faculty and Staff Scholarship and Research
This white paper proposes the establishment of a National Repository for NSF Alliance for Graduate Education and the Professoriate (AGEP) Deliverables to address the critical need for preserving and sharing a wide array of materials generated from the AGEP program. Recognizing the challenges of ephemeral storage solutions and the absence of a unified collection mechanism, the paper underscores the repository's role in promoting justice, equity, diversity, and inclusion (JEDI) research. It emphasizes the importance of accommodating diverse data types, enhancing discoverability, and ensuring long-term access to educational materials, policy documents, and research outcomes. Through a comprehensive approach, the proposed repository …
Critical Race Digital Literacy Rubric For Assessing Mis/Disinformation Literacy Instruction Lesson Plans, Melissa Chomintra
Critical Race Digital Literacy Rubric For Assessing Mis/Disinformation Literacy Instruction Lesson Plans, Melissa Chomintra
Libraries Faculty and Staff Scholarship and Research
While librarians have been at the forefront of the fight against fake news, misinformation, and disinformation, offering invaluable guidance and tools through information literacy instruction, there is a noteworthy gap in the adoption of pedagogical approaches rooted in critical theory within mis/disinformation literacy lesson plans. This suggests there may not be well-defined or standardized frameworks for incorporating these theories into library instruction. The enclosed article explores Critical Race Digital Literacy (CRDL) as a pedagogical approach to mis/disinformation literacy education by proposing a rubric for assessing mis/disinformation lesson plans. The rubric is grounded in the principles of critical race theory, emphasizing …
Tracking Information In The Field: An Assessment Of The Information Needs And Services Of A Field Station Library, Thom Gerrish, Scott Martin
Tracking Information In The Field: An Assessment Of The Information Needs And Services Of A Field Station Library, Thom Gerrish, Scott Martin
Libraries Faculty and Staff Scholarship and Research
This project examines field station libraries, an undescribed type of library associated with terrestrial and marine field stations. Field stations typically support ecology, geology, and related disciplines with housing, laboratories, and research facilities, which may include various levels of library support. In summer 2022, researchers, instructors, and staff at the University of Michigan Biological Station were interviewed about the library resources and services they use while working and teaching at the field station. Library resources were used throughout teaching and research activities, with one-shot instruction and in-person reference support as the primary contact points between the library and the field …
Popular Stem Related Career Choices For Middle School Students, Damilola B. Ayokanmi, Paul Asunda
Popular Stem Related Career Choices For Middle School Students, Damilola B. Ayokanmi, Paul Asunda
Indiana STEM Education Conference
In order to build and sustain student interest in STEM disciplines, it is important to first ascertain the existing trends in their career choices including factors influencing them. Middle school is a pivotal time for both boys and girls as they start forming identities and career choices and can begin to select both elective courses and extra-curricular activities, based on interests (Webb & Rosson, 2013), and yet, these early years are given low priority in integrated STEM education discussions. This study was guided by the following research question, “What are the popular career choices selected by middle school students …
Implementing Integrated Stem Forensic And Soil Sciences Lab Activities To Promote Interest In Stem Careers, Mariah K. Stollar Awan, Caroline J. Rakowski
Implementing Integrated Stem Forensic And Soil Sciences Lab Activities To Promote Interest In Stem Careers, Mariah K. Stollar Awan, Caroline J. Rakowski
Indiana STEM Education Conference
We implemented forensic and soil science integrated STEM lab activities with 11 middle school youth at a 4-H day camp at Purdue University. STEM perceived knowledge increased overall for participants. However, the pre- and post-assessments did not show a statistically significant difference. More students also indicated STEM career interest after participating. Because this study was exploratory and had a small sample size, more research on these integrated STEM lab activities should be conducted with larger samples.
The Future Of Future City: A Stem Program, Jeffrey A. Nowak, Shelby Werling
The Future Of Future City: A Stem Program, Jeffrey A. Nowak, Shelby Werling
Indiana STEM Education Conference
The idea of integrating science, technology, engineering, and mathematics (STEM) is still an enigma for many educators (Dare et al, 2021). Recent academic standards favor curricula that interweave the principles of integrated STEM into all content areas. Finding a “one size fits all” curriculum is challenging, perhaps even impossible. Future City is a national program that specializes in hands-on cross-curricular STEM education. Students work collaboratively using an engineering and design process to showcase their solutions to citywide sustainability issues. This research brief examines how educators can utilize the Future City program as the cornerstone of their STEM curriculum.
The Impact Of Geospatial Contexts And Out-Of-School Experiences On Students' Stem Identity Formation, Hillary Ongoyo Omoze, Abigail Erskine, Asenath Odondi
The Impact Of Geospatial Contexts And Out-Of-School Experiences On Students' Stem Identity Formation, Hillary Ongoyo Omoze, Abigail Erskine, Asenath Odondi
Indiana STEM Education Conference
STEM teaching faces challenges in varied geospatial contexts (Mulvey et al., 2023), where place and space factors play a significant role. This research brief explores the influence of place and space in shaping students' STEM identities throughout their educational journey, with a specific emphasis on the role of out-of-school experiences in fostering student learning and interest in STEM careers, particularly among middle school students.
Adjustment Issues In First-Year College Students, Tessa Jones
Adjustment Issues In First-Year College Students, Tessa Jones
Williams Honors College, Honors Research Projects
The transition from high school to college marks a critical period of adjustment for students, often accompanied by various stressors affecting mental health. Entering adulthood can be a time of identity crisis and emotional vulnerability, and beginning college only adds to existing pressure. This literature review explores multifaceted aspects of first-year college student adjustment, the impact of COVID-19 on universities, predictors of adjustment, and interventions. Emotional, social, and academic adjustment are intertwined with each other, and all significantly influence well-being. The COVID-19 pandemic exacerbated challenges, leading to heightened stress and decreased social interactions. Establishing connections and support from peers are …
Classification Models Using Python In Industrial/Organizational Psychology, Beyza Ceylan
Classification Models Using Python In Industrial/Organizational Psychology, Beyza Ceylan
Williams Honors College, Honors Research Projects
Companies, industries, and places of business use artificial intelligence and statistics to predict the characteristics of their employees and staff. Data collected from these individuals is also used to make decisions about them regarding their work life, such as promotions, salaries, or within the hiring process. Two models that are commonly used throughout the field of psychology and specifically in industrial/organizational psychology are the linear regression and the logistic regression. Examining different classification models using Python shows the potential that there may be different models that are more accurate in their predictions of employee success, including a Random Forest model …
The Impact Of State Legislative Activity On Judicial Independence, Alec Haas
The Impact Of State Legislative Activity On Judicial Independence, Alec Haas
Williams Honors College, Honors Research Projects
The role of judicial officials to release independent decisions remains a vital component to the very existence of the judicial branch. However, due to disagreement over various individual court’s interpretation of their respective state constitution, numerous state legislatures have begun to introduce bills that significantly weaken state judiciaries. Many of these bills have statutes that lower the burden for judicial impeachment, remove jurisdiction over subject matter, change the election system for judicial officials, reduce the resources of the court, and introduce politics into seemingly non-partisan matters. Influenced by the passage of bills that weaponize state legislatures against the courts, this …
Development Of Leader Voice And Leader Silence Scales: How And Why Leaders Choose To Remain Silent Or Speak Up During Situations Of Workplace Aggression, Katherine L. Dickins
Development Of Leader Voice And Leader Silence Scales: How And Why Leaders Choose To Remain Silent Or Speak Up During Situations Of Workplace Aggression, Katherine L. Dickins
Theses and Dissertations
This study aimed to investigate the factors that drive leaders to speak up or remain silent when witnessing workplace aggression and to develop scales to measure leader voice and leader silence. While research on employee voice and silence exists, leader voice and silence need more theoretical development. I used an exploratory sequential mixed-method design to address these gaps. Subjects: Study one included 26 graduate management students and 35 leaders across multiple industries in the United States who witnessed workplace aggression in their unit. Study 2 included 345 people who supervised others at work. Instruments: Seven open-ended questions asking respondents to …
Examining The Experiences Of Dei Practitioners: A Look At The Racial Disparity In Policing Of Black People And The Subsequent Need For Adaptive Leadership, Lashawn Taylor
Theses and Dissertations
For centuries, Black people in the U.S. have had to navigate structural and institutional racism. This is especially true for the system of policing, which evolved from pre-emancipation slave patrols. Though law enforcement agencies have made strides in the past 160 years, Black people continue to be targeted and killed by police at a disproportionate rate. Evidence shows that DEI training initiatives within policing often fail to reduce this racial disparity that exists in policing. Yet, improved training outcomes surrounding racial relations continues to be a priority. The purpose of this qualitative, phenomenological study was to examine the experiences of …
Exploring The Relationship Between Adverse Childhood Experiences And Suicidality In College And University Students: A Systematic Review, Tatyana Aposhian
Exploring The Relationship Between Adverse Childhood Experiences And Suicidality In College And University Students: A Systematic Review, Tatyana Aposhian
Theses and Dissertations
Adverse childhood experiences (ACEs) and suicidality are highly prevalent and increasing social problems among the college and university student population, thereby underscoring a need to better understand the relationship between ACEs and suicidal risk, ideation, and attempts during college. There is also a need to examine current suicide prevention and intervention programs for the extent to which they are ACE- and/or trauma-informed. The purpose of this quantitative systematic review with narrative synthesis is to elucidate findings regarding the relationship between ACEs and suicidality in undergraduate and graduate students across the globe and provide recommendations for future ACE-informed suicide prevention and …
Understanding Needs: Facilitating Faculty Support For Formal Assessment Processes In Higher Education, Terrance Cao
Understanding Needs: Facilitating Faculty Support For Formal Assessment Processes In Higher Education, Terrance Cao
Theses and Dissertations
Prior literature discusses how conflicting beliefs regarding assessment, competing workloads, and a lack of formal assessment resources may contribute to faculty reluctance to engage with formal assessment processes. There is a gap in research on exploring assessment leader-faculty relationships through the lens of Leader-Member Exchange Theory and how that may affect participation in formal assessment processes. To address this gap, the researcher implemented a qualitative, phenomenological study to interview faculty about their lived experiences in working with formal assessment processes and interacting with assessment leaders. The goal was to discover emerging thematic categories regarding faculty perceptions of formal assessment processes …