Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network

Open Access. Powered by Scholars. Published by Universities.®

PDF

University of Louisville

Discipline
Keyword
Publication Year
Publication
Publication Type

Articles 1 - 30 of 6817

Full-Text Articles in Entire DC Network

"I Don't Think Librarians Can Save Us": The Material Conditions Of Information Literacy Instruction In The Misinformation Age, Amber Willenborg, Robert Detmering Jul 2025

"I Don't Think Librarians Can Save Us": The Material Conditions Of Information Literacy Instruction In The Misinformation Age, Amber Willenborg, Robert Detmering

Faculty Scholarship

This national qualitative study investigates academic librarians’ instructional experiences, views, and challenges regarding the widespread problem of misinformation. Findings from phenomenological interviews reveal a tension between librarians’ professional, moral, and civic obligation to address misinformation and the actual material conditions of information literacy instruction, which influence and often constrain librarians’ pedagogical and institutional roles. The authors call for greater professional reflection on current information literacy models that focus on achieving ambitious educational goals but which may be unsuitable for addressing the larger social and political crisis of misinformation.


Develop An Interactive Python Dashboard For Analyzing Ezproxy Logs, Andy Huff, Matthew Roth, Weiling Liu Apr 2024

Develop An Interactive Python Dashboard For Analyzing Ezproxy Logs, Andy Huff, Matthew Roth, Weiling Liu

Faculty Scholarship

This paper describes the development of an interactive dashboard in Python with EZproxy log data. Hopefully, this dashboard will help improve the evidence-based decision-making process in electronic resources management and explore the impact of library use.


A Conceptual Model Of Organizational Compassion In Healthcare, Rachel Thienprayoon, Eli Awtrey, Teresa Pestian, Beth A. Lown, Naomi Winick, Jason Kanov Apr 2024

A Conceptual Model Of Organizational Compassion In Healthcare, Rachel Thienprayoon, Eli Awtrey, Teresa Pestian, Beth A. Lown, Naomi Winick, Jason Kanov

Journal of Wellness

Introduction: In healthcare, while the suffering of patients is often evident, the suffering of clinicians receives less focus. Some sources of clinician distress are directly related to constant exposure to patient suffering, but others are caused by the health care system, and thus potentially preventable. Looking at clinician suffering through the lens of compassion fosters a new paradigm of individual, team, and organizational capabilities, and moves the responsibility to alleviate this suffering from the individual onto the organization and team. Yet research into the impact of organizational compassion in healthcare has been extremely limited.

Approach: Our conceptual model of organizational …


Finance And Financial Aid For Postsecondary Education In Prison: Introduction To The Special Issue, David Pitts, Melissa Whatley Apr 2024

Finance And Financial Aid For Postsecondary Education In Prison: Introduction To The Special Issue, David Pitts, Melissa Whatley

Journal of Student Financial Aid

This article provides a brief introduction to the special issue on finance and financial aid for postsecondary education in prison.


Parenting And The Academic Library: Experiences, Challenges, And Opportunities, Courtney Stine, Sarah Frankel, Anita Hall Apr 2024

Parenting And The Academic Library: Experiences, Challenges, And Opportunities, Courtney Stine, Sarah Frankel, Anita Hall

Faculty Scholarship

Academic Library Workers in Conversation is a C&RL News series focused on elevating the everyday conversations of library professionals. The wisdom of the watercooler has long been heralded, but this series hopes to go further by minimizing barriers to traditional publishing with an accessible format. Each of the topics in the series were proposed by the authors and they were given space to explore. This issue’s conversation revolves around parenting and how academic libraries must do more. The insights from the authors apply beyond parenting and are a great reminder that people make our academic libraries work.— Dustin Fife, series …


Skyler's Lunch, Noah Sherman, Autumn Boone, Hilaria Cruz Apr 2024

Skyler's Lunch, Noah Sherman, Autumn Boone, Hilaria Cruz

LING 590/Internet Language

Our class was studying the use of emojis across different platforms and wanted to explore how stories using emojis could impact young readers. Here, we try to translate the story of Skyler into emoji, providing translations along the way. We replace words completely with emoji, represent phrases with a few emoji, and use additional emoji to make sense of the content, including punctuation. In this book, we explore the character of Skyler, who is a picky eater. But they learn to eat the nutritious food that is good for them. In the end, they even get a reward!


Serving The Voiceless: Analyzing Local Organizations For Immigrant Empowerment, Daniel Kabithe, Acia Diallo, Kiya Demps, Chance Brown, Aliyah Whitfield Apr 2024

Serving The Voiceless: Analyzing Local Organizations For Immigrant Empowerment, Daniel Kabithe, Acia Diallo, Kiya Demps, Chance Brown, Aliyah Whitfield

Undergraduate Research Events

This research project delves into the landscape of community organizations that serve the immigrant population in Louisville, Kentucky, focusing on 6 key entities: La Casita Center, Kentucky Refugee Ministries, Catholic Charities of Louisville, English Conversation Club, Backside Learning Center, and American Community Center. Through a combination of interviews, phone calls and research, we discovered the roles, missions, and offered services by each organization. Through these methods, we identified some of the critical needs within the immigrant community and examined how these organizations address them. Additionally, we discovered that not only did our research highlight the importance of the services provided, …


Filling Potholes In Pell’S Road To Reentry Success, James Monogan Mar 2024

Filling Potholes In Pell’S Road To Reentry Success, James Monogan

Journal of Student Financial Aid

Pell eligibility for incarcerated people is a great rehabilitative opportunity, but several challenges remain. This article recaps five of the issues identified by the original research articles in this special issue. It also considers how solutions proposed in these studies may be beneficial across a variety of these issues and gathers recommendations together by which actor could implement them. Problems and solutions are corroborated by the author’s personal experience with incarceration.


Filling Critical Gaps For College In Prison Programs: Strategies From Two Community Based Organizations, Sara Alpert, Rachel Zolensky, Shon Holman-Wheatley Mar 2024

Filling Critical Gaps For College In Prison Programs: Strategies From Two Community Based Organizations, Sara Alpert, Rachel Zolensky, Shon Holman-Wheatley

Journal of Student Financial Aid

When the federal government banned incarcerated students from accessing Pell Grants in the mid-1990s, a new model for supporting Higher Education in Prison (HEP) programs emerged– utilizing Community-Based Organizations (CBOs) as third-party facilitators to fill the gaps left behind in the absence of federal financial aid. With the long-awaited reinstatement of Pell for incarcerated learners that went into effect in 2023, it is essential to consider the critical role that CBOs have played in supporting college programming in the absence of Pell and how they can continue to be leveraged to ensure quality and access for Prison Education Programs (PEPs) …


Minding The Gap: Building Equitable, Accessible, And Sustainable Prison Education Programs In Pennsylvania, Isaiah Zukowski, Rodger C. Benefiel Jr., Liana K. Cole Mar 2024

Minding The Gap: Building Equitable, Accessible, And Sustainable Prison Education Programs In Pennsylvania, Isaiah Zukowski, Rodger C. Benefiel Jr., Liana K. Cole

Journal of Student Financial Aid

The reinstatement of Pell grant eligibility for incarcerated individuals marks a pivotal moment in the landscape of higher education in prison (HEP) programming in the United States. However, despite this promising development, financial barriers persist, hindering the growth and sustainability of HEP initiatives. This qualitative study delves into the challenges faced by faculty, staff, and administrators within Pennsylvania's colleges and universities as they establish and operate HEP programs amidst an evolving funding environment. Drawing on interviews with nine HEP administrators across the state, we explore obstacles they confront, ranging from the Pell grant funding gap to logistical hurdles such as …


The Unrealized Promise Of College-In-Prison: Financial Hurdles To Reenrollment And Completion In The Era Of Pell Reinstatement, Julia Bowling, Pavithra Nagarajan, Kristen Parsons, Neal A. Palmer Mar 2024

The Unrealized Promise Of College-In-Prison: Financial Hurdles To Reenrollment And Completion In The Era Of Pell Reinstatement, Julia Bowling, Pavithra Nagarajan, Kristen Parsons, Neal A. Palmer

Journal of Student Financial Aid

College-in-prison programs are positioned to expand substantially under the reinstatement of Pell Grant eligibility for people in prison. While this change will enable more students who have been systemically excluded from higher education to attend college, degree completion is rare during incarceration and post-release. Student perspectives can shed light on both the value of college-in-prison and the financial barriers to realizing its value. This study analyzes data from 12 focus groups with 105 total college-in-prison student participants, 114 student survey responses, and 45 stakeholder interviews. The data were collected between 2018-2022 during a process evaluation of the College-in-Prison Reentry Initiative, …


“I Don’T Even Know What That Is”: Deprivation, Censorship, And Responsibility In Administering The Pell Grant In Prison, Erin L. Castro, Cydney Y. Caradonna, Mary R. Gould Mar 2024

“I Don’T Even Know What That Is”: Deprivation, Censorship, And Responsibility In Administering The Pell Grant In Prison, Erin L. Castro, Cydney Y. Caradonna, Mary R. Gould

Journal of Student Financial Aid

The violence of incarceration creates greater responsibility for higher education administrators in supporting students who are in prison. Using focus group data with incarcerated students and formerly incarcerated alumni who participated in or are actively participating in Second Chance Pell, we explore their perceptions and understandings of the Pell Grant and eligibility for the Pell Grant, including lifetime eligibility used limits. Through a lens of Witnessing, we argue that deprivation and censorship of information negatively influence students’ access to accurate and timely information about federal student aid and their ability to fully participate in the process. Accordingly, college and university …


Assessment Of General Surgery Resident Wellness From The Perspectives Of Family, Friends, And Loved Ones, Dana Unninayar, Benjamin Sc Fung, Gordon Best, Isabelle Raiche Mar 2024

Assessment Of General Surgery Resident Wellness From The Perspectives Of Family, Friends, And Loved Ones, Dana Unninayar, Benjamin Sc Fung, Gordon Best, Isabelle Raiche

Journal of Wellness

Introduction: Surgical trainees have high rates of burnout compared to residents from other specialties. However, burnout is underreported by trainees, limiting potential interventions to improve wellness. Loved ones are an underused resource for assessing wellness and detecting burnout among residents. The purpose of this study is to assess the perceptions and concerns regarding resident wellness and burnout, as well as strategies to improve wellness, from the perspective of loved ones.

Methods: This cross-sectional survey study was conducted in 2022 at an urban academic center after ethics board approval. An anonymous 18-question survey to assess resident burnout, wellness, and …


Horse Racing And Historical Horse Racing’S Impact On The Kentucky Economy: Possible Hhr Saturation?, Thomas E. Lambert Mar 2024

Horse Racing And Historical Horse Racing’S Impact On The Kentucky Economy: Possible Hhr Saturation?, Thomas E. Lambert

Faculty Scholarship

The Commonwealth of Kentucky currently has 5 thoroughbred racing tracks and 3 harness racing tracks (Kentucky Horse Racing Commission 2023 and Mint Julep Louisville 2021). As Table 1 below shows, the industry employees roughly 7,000 people (direct jobs), and these jobs annually support another 2,000 jobs or so throughout the state. These 2,000 jobs are jobs that are provided by the suppliers to the horse race tracks (indirect jobs) and jobs that are created by the spending of the race track employees and the employees of suppliers on food, housing, transportation, and clothing by vendors and retailers throughout the state …


Historical Horse Racing Dominates Gambling Expenditures In Kentucky—Even Outperforms The Lottery. But Why?, Thomas E. Lambert Mar 2024

Historical Horse Racing Dominates Gambling Expenditures In Kentucky—Even Outperforms The Lottery. But Why?, Thomas E. Lambert

Faculty Scholarship

With sports gambling coming to the Commonwealth of Kentucky in September 2023, another competitor to various gaming activities in the state raises the question of how it is doing relative to the others, especially its major competition. As can be seen in the table below, for its first four months of operation, sports gambling in the state brings in almost $900 million and averages around $223 million per month. This average is better than typical monthly lottery sales which come in at around $161 million per month and is far above on and off-track (including simulcasting) racing betting which averages …


“Safe” Annuity Retirement Products And A Possible Us Retirement Crisis, Thomas E. Lambert, Christopher B. Tobe Mar 2024

“Safe” Annuity Retirement Products And A Possible Us Retirement Crisis, Thomas E. Lambert, Christopher B. Tobe

Faculty Scholarship

This paper examines a looming possible crisis in many Americans’ retirement plans due to the proliferation of annuity products in their retirement investment portfolios. As defined benefit pension plans have almost completely disappeared as a means of retirement savings and have been replaced by defined contribution retirement plans over the last 40 to 50 years, a great number of private and public sector defined contribution retirement plans have become laden with insurance contracts called annuities. Of the remaining solid defined benefit plans many, through a process called Pension Risk Transfer are being converted to high-risk single entity annuities. Such products …


Covid-19 Hospital Mortality Among Patients With Invasive Mechanical Ventilation: A Comparison Between Public And Private Healthcare Services In San Luis Potosí 2020–2022, María E. Torres-Acosta, Rocío M. Cubos-Moncada, Alan Y. Martínez-Castellanos Feb 2024

Covid-19 Hospital Mortality Among Patients With Invasive Mechanical Ventilation: A Comparison Between Public And Private Healthcare Services In San Luis Potosí 2020–2022, María E. Torres-Acosta, Rocío M. Cubos-Moncada, Alan Y. Martínez-Castellanos

The University of Louisville Journal of Respiratory Infections

Background: During 2019, México’s total public spending on health was 5.43% of the national gross domestic product, making it one of the countries of the Organisation for Economic Co-operation and Development that invested the least in developing public health systems. This study analyzes hospital mortality among intubated patients with laboratory-confirmed COVID-19 according to type of institution in San Luis Potosí, México, from March 18, 2020, to April 7, 2022.

Methods: This is a secondary data analysis of publicly available information about mortality among intubated patients with a laboratory-confirmed diagnosis of COVID-19 with respect to the type of hospitalization institution.

Results: …


Richard Iii, The Tudor Myth, And The Transition From Feudalism To Capitalism, Thomas E. Lambert Feb 2024

Richard Iii, The Tudor Myth, And The Transition From Feudalism To Capitalism, Thomas E. Lambert

Faculty Scholarship

Over the last 10 years or so there has been a resurgence of interest in the English king Richard III, especially after his remains are found in 2012 after being lost or missing for centuries. Prior to this, there are many publications, reports, and documentaries alluding to a “smear” campaign being conducted against the king by either the Tudor monarchs who succeeded him and/or by their confederates and surrogates. It is alleged that this is done in order to promote and make the Tudor dynasty of the 16th Century (Henry VII, Henry VIII, Mary I, and Elizabeth I) appear …


Innovative Virtual Wellness Interventions At An Academic Medical Center: A Pilot Feasibility Study, Ritika Baweja, Michael Hayes, Aditya Joshi, Raman Baweja Jan 2024

Innovative Virtual Wellness Interventions At An Academic Medical Center: A Pilot Feasibility Study, Ritika Baweja, Michael Hayes, Aditya Joshi, Raman Baweja

Journal of Wellness

Introduction: There is generally a concerning likelihood of burnout in healthcare workers. Given the impact of COVID-19 on healthcare workers, our institution identified the need for wellness interventions to foster adaptive functioning and mitigate burnout. The purpose of this pilot project was to assess the feasibility of virtual holistic interventions like meditation, art, laughter therapy and dance and their impact on overall well-being of physicians and advanced practice providers (APPs).

Methods: A series of 12 virtual sessions (art therapy, dance therapy, mindfulness-based practices/meditation and laughter therapy) were offered to providers over a 6-month period. Participants completed an online survey reporting …


A Conceptual Analysis Of Sbirt Implementation Alongside The Continuum Of Prep Awareness: Domains Of Fit And Feasibility., Lesley M. Harris, Kerr C. Jelani, Blake D. Skidmore, Smita Ghare, Andrea Reyes-Vega, Vania Remenik-Zarauz, Harideep Samanapally, Rana U. Anwar, Rishikesh Rijal, Kendall Bryant, Martin T. Hall, Shirish Barve Jan 2024

A Conceptual Analysis Of Sbirt Implementation Alongside The Continuum Of Prep Awareness: Domains Of Fit And Feasibility., Lesley M. Harris, Kerr C. Jelani, Blake D. Skidmore, Smita Ghare, Andrea Reyes-Vega, Vania Remenik-Zarauz, Harideep Samanapally, Rana U. Anwar, Rishikesh Rijal, Kendall Bryant, Martin T. Hall, Shirish Barve

Faculty Scholarship

Screening, Brief Intervention, and Referral to Treatment (SBIRT) is a supplementary intervention that can be incorporated into the Pre-Exposure Prophylaxis (PrEP) Care Continuum, complementing initiatives and endeavors focused on Human Immunodeficiency Virus (HIV) prevention in clinical care and community-based work. Referencing the Transtheoretical Model of Change and the PrEP Awareness Continuum, this conceptual analysis highlights how SBIRT amplifies ongoing HIV prevention initiatives and presents a distinct chance to address identified gaps. SBIRT's mechanisms show promise of fit and feasibility through (a) implementing universal Screening (S), (b) administering a Brief Intervention (BI) grounded in motivational interviewing aimed at assisting individuals in …


The Short And Troubled History Of The Printed State Administrative Codes And Why They Should Be Preserved, Kurt X. Metzmeier Jan 2024

The Short And Troubled History Of The Printed State Administrative Codes And Why They Should Be Preserved, Kurt X. Metzmeier

Faculty Scholarship

This article makes a case for the historical importance of early state administrative codes and urges that law libraries preserve them for future researchers of state administrative law and policy.


Displaced Worker Angst And Far Right Populism, Thomas E. Lambert Jan 2024

Displaced Worker Angst And Far Right Populism, Thomas E. Lambert

Faculty Scholarship

Background

Nothing causes more anguish and frustration than downward social mobility such as that experienced by less-educated workers and especially by displaced workers. Those who lose economic status lose more than income because they become so socially isolated that they are further frustrated through loneliness (Case and Deaton 2020). Hanna Arendt points out that lonely men are susceptible to authoritarian influence (1973, p. 475).

There is yet another aspect to the downward social mobility of low skilled men, namely that they are losing ground not only relative to social norms but also relative to the wages of low-skilled women. In …


Predictive Power Of Wastewater For Nowcasting Infectious Disease Transmission: A Retrospective Case Study Of Five Sewershed Areas In Louisville, Kentucky, Fayette Klaassen, Rochelle H. Holm, Ted Smith, Ted Cohen, Aruni Bhatnagar, Nicolas A. Menzies Jan 2024

Predictive Power Of Wastewater For Nowcasting Infectious Disease Transmission: A Retrospective Case Study Of Five Sewershed Areas In Louisville, Kentucky, Fayette Klaassen, Rochelle H. Holm, Ted Smith, Ted Cohen, Aruni Bhatnagar, Nicolas A. Menzies

Faculty Scholarship

Background: Epidemiological nowcasting traditionally relies on count surveillance data. The availability and quality of such count data may vary over time, limiting representation of true infections. Wastewater data correlates with traditional surveillance data and may provide additional value for nowcasting disease trends. Methods: We obtained SARS-CoV-2 case, death, wastewater, and serosurvey data for Jefferson County, Kentucky (USA), between August 2020 and March 2021, and parameterized an existing nowcasting model using combinations of these data. We assessed the predictive performance and variability at the sewershed level and compared the effects of adding or replacing wastewater data to case and death reports. …


Case Study: Improving Student Advisory Board Engagement, Anita R. Hall Jan 2024

Case Study: Improving Student Advisory Board Engagement, Anita R. Hall

Faculty Scholarship

After two pandemic-impacted academic years, the University of Louisville’s Libraries Student Advisory Board (LSAB) was starting to feel stagnant. Meetings that had previously included hands-on activities, lively conversation, and free food had settled into the virtual meeting doldrums. Attendance was down and conversation felt stilted, despite the librarian facilitator devoting additional time and effort to preparing for each meeting. In an effort to improve engagement among the group and better understand the continued relevance of advisory groups in the current moment, the author undertook a series of interviews with other advisory group facilitators. Results from these interviews were used to …


Investigating Drought Response And Paleoclimate Potential Of A New Network Of White Oak Chronologies In Western Kentucky, Usa, Audrey J. Heichelbech, Maegen L. Rochner, Megan Gibson Jan 2024

Investigating Drought Response And Paleoclimate Potential Of A New Network Of White Oak Chronologies In Western Kentucky, Usa, Audrey J. Heichelbech, Maegen L. Rochner, Megan Gibson

Undergraduate Research Events

In Kentucky, historic and paleo-climate data are limited, and current understanding of long-term climate change in the state relies on instrumental data spanning only 1895-present. Proxy data are necessary to extend the temporal and spatial span of climate information. One potential proxy source for Kentucky is tree ring data, but currently, only four such datasets are publicly available on the International Tree Ring Data Bank (ITRDB). Archaeological and archival timber sources may help to fill in this gap. In the 1940s, Florence Hawley-Ellis, the first woman dendrochronologist, collected samples of white oak (Quercus alba L.) from four counties in western …


Characterizing Leaf Endophyte Composition In The Dune Grass Ammophila Breviligulata, Nabaa Majeed, Sarah Hobbs, Sarah Emery, Connor Morozumi, Natalie Christian Jan 2024

Characterizing Leaf Endophyte Composition In The Dune Grass Ammophila Breviligulata, Nabaa Majeed, Sarah Hobbs, Sarah Emery, Connor Morozumi, Natalie Christian

Undergraduate Research Events

Microorganisms living within plants play crucial roles in their health and function, yet these diverse communities that make up the plant microbiome remain poorly understood. The dune grass Ammophila breviligulata. is an ecosystem engineer which helps to build and stabilize dune ecosystems effectively acting as a buffer against storms to coastal communities. It is currently unknown whether the Ammophila microbiome plays a role in this plant species’ ability to transform dune ecosystems.. In this study, we assessed fungal diversity of endophytes—microbes living within plant tissues— in Ammophila leaves collected from Leelanau State Park, MI along the eastern shores of Lake …


Wellness Review 2023, Part 1, Brian A. Ferguson, Martin Huecker Dec 2023

Wellness Review 2023, Part 1, Brian A. Ferguson, Martin Huecker

Journal of Wellness

Introduction: The 2023 Part 1 summary reviews research on wellness in healthcare professionals published outside of JWellness from January 1, 2023 to June 30, 2023.

Methods: Editors conducted a Boolean search of titles and abstracts in PubMed utilizing keyword identifiers pairing healthcare personnel (providers, nurses, and other staff) with a well-being metric. Of 416 relevant articles, an intriguing and innovative 30 were selected for inclusion, with two additional articles manually curated.

Literature in Review: This sample of the recent literature into healthcare professional wellness included multiple targeted interventions and studies of resilience. Main themes that emerged include: positive systematic healthcare …


Study Of The Effects Of Chronic Cadmium Exposure On The Pathogenesis Of Pulmonary Arterial Hypertension., Dakotah Dominique Cathey Dec 2023

Study Of The Effects Of Chronic Cadmium Exposure On The Pathogenesis Of Pulmonary Arterial Hypertension., Dakotah Dominique Cathey

Electronic Theses and Dissertations

We reported pulmonary artery hypertension (PAH) patients had elevated levels of Cd in both blood and urine, therefore, this study tested whether Cd directly induces PAH or facilitates PAH pathogenesis in mouse models. C57/6J mice were initially exposed to drinking water with or without 5ppm Cd for 8 weeks. Then, half the mice in both control and Cd groups were given SU5416 and hypoxia (SuHx) for 4 weeks to induce PAH, resulting in 4 subgroups: Control, Cd, PAH, and Cd+PAH. Diastolic and systolic functions of the left and right ventricles (LV, RV) were examined with echocardiography before and after PAH. …


Scalable Solution Processing Of Niox Nanoparticles., Peter James Armstrong Dec 2023

Scalable Solution Processing Of Niox Nanoparticles., Peter James Armstrong

Electronic Theses and Dissertations

Perovskite solar cells (PSCs) are a promising alternative to silicon-based photovoltaics. However, PSCs face several challenges due to shortcomings in their stability, module efficiency, and scaled production. Although PSCs is still a young field of research, significant attention has been given to demonstrating power conversion efficiencies that are on par with traditional silicon. With that target reached, converting the laboratory demonstration into practical materials to increase access and abundance of solar energy are among the next large targets for the field. This comes with material challenges for perovskite and their companion charge transport layers (CTLs). Among the charge transport materials …


Adaptive Personalized Drug Delivery Method For Warfarin And Anemia Management: Modeling And Control., Affan Affan Dec 2023

Adaptive Personalized Drug Delivery Method For Warfarin And Anemia Management: Modeling And Control., Affan Affan

Electronic Theses and Dissertations

Personalized precision medicine aims to develop the appropriate treatments for suitable patients at the right time to obtain optimal results. Personalized medicine is challenging due to inter- and intra-patient variability, narrow therapeutic window, the effect of other medications, comorbidity (more than one disease at a time), nonlinear patient dynamics, and time-varying patient dose response characteristics which include bleeding (internal and external). This research aims to develop a framework for an adaptive personalized modeling and control method with minimum clinical patient specific dose response data for optimal drug dosing. The proposed methodology is applied to anemia and warfarin management. It is …