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2023

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Addressing A Cohort Discrepancy Among Ninth-Grade Students At A Rural/Suburban High School, Bryley Keaton Murphy Jan 2023

Addressing A Cohort Discrepancy Among Ninth-Grade Students At A Rural/Suburban High School, Bryley Keaton Murphy

Theses and Dissertations--Educational Leadership Studies

Ninth grade is a critical period where some children experience academic and social growth, while others struggle to navigate their new context, leading to reduced outcomes at school and worsened physical/mental health (Benner & Graham, 2007; Rice, 2001). This mixed-methods action research (MMAR) study addressed how professional practice changes could better support students during this foundational period. Quantitative data was collected from school databases to compare the rate of student success and identify demographic discrepancies, while qualitative data was used to identify possible causes. These data were then integrated to create insightful meta-inferences into the problem of practice. From these …


Investigating The Relationship Between Empowerment And Secondary Science Teachers’ Technology Integration Knowledge, Jane Elizabeth Walsh Jan 2023

Investigating The Relationship Between Empowerment And Secondary Science Teachers’ Technology Integration Knowledge, Jane Elizabeth Walsh

Theses and Dissertations--Educational Leadership Studies

Empowered teachers believe they can improve their work conditions and positively impact student outcomes. Likewise, teachers with technology integration knowledge can effectively use technology to enhance lessons and improve student learning. This quantitative correlational study investigated teachers’ empowerment, teachers’ technology integration knowledge, and associations between empowerment and technology integration knowledge. Two hundred fourteen randomly selected high school science teachers from across the United States responded to a survey intended to measure empowerment and technology integration knowledge. The teachers' average responses indicate that teachers generally agree with statements surrounding empowerment (M = 3.93, SD = 0.54) and technology integration knowledge …


Embracing Rural First-Generation College Student Scholar Identity: Wading Waist Deep In Unfamiliar Waters, Robert Hayes Jan 2023

Embracing Rural First-Generation College Student Scholar Identity: Wading Waist Deep In Unfamiliar Waters, Robert Hayes

Theses and Dissertations--Educational Policy Studies and Evaluation

First-generation college students do not persist to degree completion at the same rate as their continuing generation peers. There is a wide range of research focusing on the challenges and opportunities that first-generation college students experience, ranging from pre-matriculation factors, the transition period to college, and throughout the undergraduate years. The achievement gap, in terms of persistence to degree, has been a consistent focus of research as first-generation students routinely do not earn college degrees at the same rate as their continuing generation peers. This research takes a holistic approach to understanding the first-generation college student experience that does not …


Examination Of Physiological And Perceptual Responses During Sustained, Isometric, Fatiguing, Handgrip Exercise Anchored To Ratings Of Perceived Exertion, Minyoung Kwak Jan 2023

Examination Of Physiological And Perceptual Responses During Sustained, Isometric, Fatiguing, Handgrip Exercise Anchored To Ratings Of Perceived Exertion, Minyoung Kwak

Theses and Dissertations--Kinesiology and Health Promotion

The purposes of this study were to: 1) Examine the patterns of force responses relative to critical force (CF) during submaximal, fatiguing, isometric handgrip exercise anchored to different rating of perceived exertion (RPE) levels (RPE=3, 5, and 7); 2) assess the loss of force during the task and the level of performance fatigability after each RPE hold; 3) examine the time course of changes and patterns of neuromuscular [electromyography (EMG) amplitude (AMP), mean power frequency (MPF), mechanomyography (MMG) AMP and MPF, and neuromuscular efficiency (NME) (i.e. force/EMG AMP)] and muscle oxygen saturation (% SmO2) responses during each RPE …


Responses To Exercise Anchored To Vigorous Intensity Heart Rates, Djadmann Gustave Jan 2023

Responses To Exercise Anchored To Vigorous Intensity Heart Rates, Djadmann Gustave

Theses and Dissertations--Kinesiology and Health Promotion

Exercise prescription to improve cardiorespiratory endurance (CE) is often based on percentages of the reserve or maximum heart rate (HRpeak) or oxygen consumption rate (V̇O2peak)that reflect vigorous intensities (77-95% HRpeak, 64-90% V̇O2peak). These intensities elicit a rating of perceived exertion [RPE] response between 14-17 on the 6-20 Borg Scale. It is recommended that exercise within these ranges be sustained for 20-60min per session. The purposes of this study were to: 1) Determine the metabolic (V̇O2) and perceptual (RPE) responses as well as the sustainability of exercise (time to exhaustion [T …


Investigation Of Lower Extremity Neuromuscular Function In Individuals With And Without Diabetes, Roya Hoveizavi Jan 2023

Investigation Of Lower Extremity Neuromuscular Function In Individuals With And Without Diabetes, Roya Hoveizavi

Theses and Dissertations--Kinesiology and Health Promotion

Background: Diabetes mellitus is associated with notable neuromuscular and motor dysfunctions that could lead to an increased risk of plantar ulcers and amputations. Several contributing factors, including increased muscle-tendon stiffness and abnormal muscle activation pattern may influence the kinematics and kinetics of walking in people with diabetes and promote formation of plantar ulcers. Hyperglycemia and the resultant accelerated rate of glycation have been recognized as the leading cause of muscle and tendon degeneration, yet the precise mechanisms by which diabetes affects the biomechanical properties of the muscle-tendon unit remains unclear. Altered muscle activity during gait is observed in people with …


The Relationship Of Multidimensional Athlete Characteristics Versus Competition Performance And Participation In American Football Players, Alex Brownell Jan 2023

The Relationship Of Multidimensional Athlete Characteristics Versus Competition Performance And Participation In American Football Players, Alex Brownell

Theses and Dissertations--Kinesiology and Health Promotion

BACKGROUND: Athlete evaluation in American football is dominated by the evaluation characteristics that underly key performance indicators (KPI’s) in the physical domain of performance. Team sport athlete performance is comprised of a combination of attributes in the physical, technical, tactical, and mental domains of performance. Using only KPI’s in the physical domain of performance to predict competition performance of American football athletes is challenging due to the differences in performance outcomes of the varying positions in American football and absence of the other performance dimensions that are not accounted for. Advances in athlete assessment have revolutionized the process of evaluating …


Methodolocical Concerns Of Using Global Positioning System Technology To Assess American Football Competition Demands, Tyler Lindon Jan 2023

Methodolocical Concerns Of Using Global Positioning System Technology To Assess American Football Competition Demands, Tyler Lindon

Theses and Dissertations--Kinesiology and Health Promotion

Despite its popularity, there is a lack of research describing the physical demands of American Football. This is surprising when considering the popularity of the use of global positioning systems (GPS) within this specific sporting environment. The aim of the present study was to utilize a novel methodology to describe the physical demands of American football players by play type (run vs. pass) using a play-by-play analysis of global positioning system (GPS) outcomes. Fifty Division I collegiate American football players (Age: 19.8 ± 1.1 yr, Height: 189.3 ± 4.4 cm, Body mass: 86.1 ± 5.8 kg) wore portable GPS monitors …


Reliability And Validity Of A Commercial Running Power Meter To Indicate Metabolic Workload During Endurance Running, James Harris Hudgins Iii Jan 2023

Reliability And Validity Of A Commercial Running Power Meter To Indicate Metabolic Workload During Endurance Running, James Harris Hudgins Iii

Theses and Dissertations--Kinesiology and Health Promotion

Commercial running power (RP) meters may provide endurance runners and coaches with improved precision for monitoring running intensity. Cyclists rely upon the relationship between cycling power and metabolic demand to regulate physiological intensity during training and racing, independent of changes in the physical environment (e.g., terrain, wind). Research demonstrates strong reliability and validity for a specific RP meter to indicate metabolic demand within controlled running conditions. However, several potential influences on this relationship have not been investigated. Therefore, four studies were conducted with the following aims:

- Study 1: Determine the inter-limb reliability and validity of a single-limb-based RP meter …


Development And Validation Of An Instrument To Measure Teacher Self-Efficacy For Meeting The Needs Of Military-Connected Children, Amy M. O'Neill Jan 2023

Development And Validation Of An Instrument To Measure Teacher Self-Efficacy For Meeting The Needs Of Military-Connected Children, Amy M. O'Neill

Theses and Dissertations--Education Sciences

The average military child changes schools six to nine times before graduating high school. With those moves come significant educational challenges, but there is currently no known instrument designed to measure whether teachers believe they are capable of meeting the needs of this population. The purpose of this study was to develop, pilot, and provide initial psychometric evidence for a scale, the Teacher Self-Efficacy Scale for Military Kids (TSES for MilKids), that measures teacher self-efficacy for meeting the needs of military-connected children. A 19-item instrument was created and distributed to regular education teachers in Grades 1-5 in civilian school districts …


Doing The Work: Using Questions, Tasks, And Sources To Navigate Teaching Contentious Social Studies In Secondary Classrooms, Bonnie Patrice Lewis Jan 2023

Doing The Work: Using Questions, Tasks, And Sources To Navigate Teaching Contentious Social Studies In Secondary Classrooms, Bonnie Patrice Lewis

Theses and Dissertations--Education Sciences

This explanatory case study examines how two secondary social studies teachers use inquiry-based learning to mitigate the risks of teaching contentious social studies in a charged classroom. Research questions included: 1. How do two in-service secondary teachers use inquiry-based instruction to navigate teaching contentious social studies during charged times? 2. What curricular and pedagogical choices were made by the in-service teachers to navigate risk when designing inquiry-based instruction that features contentious social studies during charged times? 3. What curricular and pedagogical choices were made by the in-service teachers to navigate risk when delivering inquiry-based instruction that features contentious social studies …


Principal Leadership Practices At Kentucky High Schools Administering The Pisa For Schools: Leading For Global Competitiveness, Marjorie L. Johnson Jan 2023

Principal Leadership Practices At Kentucky High Schools Administering The Pisa For Schools: Leading For Global Competitiveness, Marjorie L. Johnson

Theses and Dissertations--Education Sciences

Since launching Sputnik in 1957, the United States education system has been trying to climb to the top of the international education rankings. The Organisation for Economic and Co-operative Development (OECD) began analyzing how well school systems prepared students to compete in the global economy in 2000. The OECD uses the Programme for International Student Assessment (PISA). U.S. students rank at or near the OECD averages in reading and science but consistently perform below the OECD average in mathematics. In addition to the PISA, the OECD released the PISA for Schools, which provides PISA data at the school level.

In …


The Perceptions And Usage Of The Interactive Video Playposit In A General Chemistry Course, Tracy Gastineau-Stevens Jan 2023

The Perceptions And Usage Of The Interactive Video Playposit In A General Chemistry Course, Tracy Gastineau-Stevens

Theses and Dissertations--Education Sciences

Technology within science, technology, engineering, and mathematics (STEM) classrooms has been a topic of discussion for decades (Reiser, 2001, 2007). With the inclusion of more technologies or digital tools in the classroom has pushed classes towards a blended learning or flipped classroom approach (Atkins 2015; Tayebinik & Puteh, 2013; Williams et al., 2008). One such digital tool that has started gaining traction in the STEM classroom is the interactive video (M. K. Seery, 2013; Smith, 2013). Interactive videos allow students to watch the general lecture material outside of class and work through problems during normal class time (M. K. Seery, …


Developing Pedagogical Content Knowledge As Communal Practice: A Case Study Of Chemistry Graduate Teaching Assistants, Walker Bryan Mask Jan 2023

Developing Pedagogical Content Knowledge As Communal Practice: A Case Study Of Chemistry Graduate Teaching Assistants, Walker Bryan Mask

Theses and Dissertations--Education Sciences

Learning does not only happen during dedicated instructional time, which also applies to learning how to teach. Teachers can reflect on their practice while working to continue to improve and develop their teaching skills. In addition to self-reflection, teachers can also learn from their colleagues to experiment with new practices and take others’ teaching knowledge into their repertoire. Understanding how these two processes function can lead to developments in teacher education and professional development, specifically for initiatives that seek to promote collaboration among teachers. Post-secondary educators in particular can benefit from collaborative and reflective practices to improve their teaching, especially …


Teachers’ Sustained Culturally Responsive Practices Three Years After Participation In Professional Development, Brittany Manion Jan 2023

Teachers’ Sustained Culturally Responsive Practices Three Years After Participation In Professional Development, Brittany Manion

Theses and Dissertations--Education Sciences

Teacher professional development (PD) on culturally responsive practices (CRP) provides teachers the opportunity to increase their knowledge and change their practices to better support students from culturally and linguistically diverse backgrounds. This study sampled from a year-long intensive PD on effective instructional practices for English learners (ELs). Grounded in transformative and situated learning theories, this study was designed to understand teachers’ sustained CRP and their experiences four years after participating in a CRP PD. Several questions were investigated in this study: What CRP do teachers sustain? What are factors and supports related to teachers’ sustained implementation? What challenges do teachers …


Survey Development And Validation: Student Self Expectations Of The First-Year College Experience Survey (The Se-Fye Scale), Min Xiao Jan 2023

Survey Development And Validation: Student Self Expectations Of The First-Year College Experience Survey (The Se-Fye Scale), Min Xiao

Theses and Dissertations--Education Sciences

First year at a university is often a transitional stage for students where they have opportunities to grow and develop in various areas and get familiar with a collegiate environment. Understanding what first-year students expect to navigate and succeed in their first year at the university is crucial. Their expectations reflect how well they prepared for university, affecting their behaviors and eventually influencing their intentions to continue higher education. One of the primary purposes of this study was to design a survey to measure student self-expectations of the first-year college experience (the SE-FYE scale) by applying a structured survey development …


Minimum High School Graduation Requirements And Teacher Compensation, Allison Johnson Jan 2023

Minimum High School Graduation Requirements And Teacher Compensation, Allison Johnson

Theses and Dissertations--Educational Policy Studies and Evaluation

In the last forty years of educational reform, significant changes have been made to the number and type of high school credits students are required to complete for graduation. As these requirements have changed, the demand for higher-level academic courses has increased while teacher shortages, particularly in high-demand areas such as math and science, have continued to increase. This study uses data from the National Center for Education Statistics (NCES) Student and Staffing Survey to examine the relationship between minimum graduation credit requirements in core subject areas (English, math, science and social sciences) and teacher salaries, both holistically and in …


Intersections Of Disproportion: A Critical Quantitative Examination Of Dis/Ability And Gender In Black Students’ School Discipline Outcomes, Ceema Samimi, Noah Jefferson, Shelby Flanagan, Yolanda Anyon Jan 2023

Intersections Of Disproportion: A Critical Quantitative Examination Of Dis/Ability And Gender In Black Students’ School Discipline Outcomes, Ceema Samimi, Noah Jefferson, Shelby Flanagan, Yolanda Anyon

Faculty Research, Scholarly, and Creative Activity

This study uses critical race quantitative intersectionality to examine the impacts of gender and dis/ability type on Black students’ school discipline outcomes. We use multilevel logistic regression models to analyze data from a large urban school district, considering the intersectional impact of gender and dis/ability type on school discipline outcomes among Black students (suspension, restorative justice, referral to law enforcement). We found that Black students identified as male, labeled with emotional dis/abilities, or identified as having ADHD were more likely to experience school discipline consequences than those who were not. These findings suggest that gender and dis/ability status are significant …


How Many Non-Isospectral Integral Circulant Graphs Are There?, Katja Mönius, Wasin So Jan 2023

How Many Non-Isospectral Integral Circulant Graphs Are There?, Katja Mönius, Wasin So

Faculty Research, Scholarly, and Creative Activity

The answer to the question in the title is contained in the following conjecture by So [Discrete Math. 306 (2006), 153–158]: There are exactly 2τ(n)−1 non-isospectral integral circulant graphs of order n, whereτ(n) is the number of divisors of n. In this paper we review some background about this conjecture, which is still open. Moreover, we affirm this conjecture for some special cases of n, namely,n = pk,pqk,p2q with primes 2 ≤ p


Shifting Mediates Gendered Racial Microaggressions And Perceived Racism Among Asian American Women, Glenn Gamst, Christine Ma-Kellams, Lawrence S. Meyers, Leticia Arellano-Morales Jan 2023

Shifting Mediates Gendered Racial Microaggressions And Perceived Racism Among Asian American Women, Glenn Gamst, Christine Ma-Kellams, Lawrence S. Meyers, Leticia Arellano-Morales

Faculty Research, Scholarly, and Creative Activity

Introduction: Microaggressive attacks on Asian American women increased during the COVID-19 pandemic. The present study tested whether Asian American women's shifting, a coping strategy employed by some women of color to alter their self-presentation in response to perceived racism, mediated the association between gendered racial microaggressions and self-perceived subtle and blatant racism. Methods: A convenience sample of 253 Asian American adult women completed the gendered racial microaggressions scale for Asian American women (GRMSAAW), the Asian American women's shifting scale (AsAWSS), and the subtle and blatant racism scale for Asian American college students (SABR-A2). Results: Results from a structural equation model …


Maximizing External Action With Information Provision Over Multiple Rounds In Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, Genya Ishigaki Jan 2023

Maximizing External Action With Information Provision Over Multiple Rounds In Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, Genya Ishigaki

Faculty Research, Scholarly, and Creative Activity

Online social networks have increased their impact on the real world, which motivates information senders to control the propagation process of information to promote particular actions of online users. However, the existing works on information provisioning seem to oversimplify the users? decision-making process that involves information reception, internal actions of social networks, and external actions of social networks. In particular, characterizing the best practices of information provisioning that promotes the users? external actions is a complex task due to the complexity of the propagation process in OSNs, even when the variation of information is limited. Therefore, we propose a new …


A Live Fuel Moisture Climatology In California, Jack R. Drucker, Angel Farguell, Craig B. Clements, Adam K. Kochanski Jan 2023

A Live Fuel Moisture Climatology In California, Jack R. Drucker, Angel Farguell, Craig B. Clements, Adam K. Kochanski

Faculty Research, Scholarly, and Creative Activity

In this study, observations of live fuel moisture content (LFMC) for predominantly sampled fuels in six distinct regions of California were examined from 2000 to 2021. To gather the necessary data, an open-access database called the Fuel Moisture Repository (FMR), was developed. By harnessing the extensive data aggregation and query capabilities of the FMR, which draws upon the National Fuel Moisture Database, valuable insights into the live fuel moisture seasonality were obtained. Specifically, our analysis revealed a distinct downtrend in LFMC across all regions, with the exception of the two Northernmost regions. The uptrends of LFMC seen in those regions …


2d-3d Facial Image Analysis For Identification Of Facial Features Using Machine Learning Algorithms With Hyper-Parameter Optimization For Forensics Applications, Gangothri Sanil, Krishna Prakash, Srikanth Prabhu, Vinod C. Nayak, Saptarshi Sengupta Jan 2023

2d-3d Facial Image Analysis For Identification Of Facial Features Using Machine Learning Algorithms With Hyper-Parameter Optimization For Forensics Applications, Gangothri Sanil, Krishna Prakash, Srikanth Prabhu, Vinod C. Nayak, Saptarshi Sengupta

Faculty Research, Scholarly, and Creative Activity

Recognizing a face is a remarkable process that humans naturally use. Computer vision has tried to resemble this ability of human vision as a biometric tool to identify humans. Commercial and law enforcement applications are increasingly using face recognition technology to identify people. Currently, it is one of the most sought-after detection methods used in forensics for criminal identification purposes. Owing to similarities in the appearance of certain faces, especially in criminal cases, this problem poses a great challenge in forensic investigation and detection. The novelty of this work lies in the development of a framework for face recognition using …


A Step-By-Step Hhl Algorithm Walkthrough To Enhance Understanding Of Critical Quantum Computing Concepts, Anika Zaman, Hector Jose Morrell, Hiu Yung Wong Jan 2023

A Step-By-Step Hhl Algorithm Walkthrough To Enhance Understanding Of Critical Quantum Computing Concepts, Anika Zaman, Hector Jose Morrell, Hiu Yung Wong

Faculty Research, Scholarly, and Creative Activity

After learning basic quantum computing concepts, it is desirable to reinforce the learning using an important and relatively complex algorithm through which students can observe and appreciate how qubits evolve and interact with each other. Harrow-Hassidim-Lloyd (HHL) quantum algorithm, which can solve linear system problems with exponential speed-up over the classical method and is the basis of many important quantum computing algorithms, is used to serve this purpose. The HHL algorithm is explained analytically followed by a 4-qubit numerical example in bra-ket notation. Matlab code corresponding to the numerical example is available for students to gain a deeper understanding of …


A Three-Dimensional Cfd Analysis For The Hydrodynamics Of The Direct Contact Heat Transfer In The Oxygen Production Slurry Bubble Column Reactor Of The Cu-Cl Cycle Of Hydrogen Production, Nibras Ibrahim Nassar Jan 2023

A Three-Dimensional Cfd Analysis For The Hydrodynamics Of The Direct Contact Heat Transfer In The Oxygen Production Slurry Bubble Column Reactor Of The Cu-Cl Cycle Of Hydrogen Production, Nibras Ibrahim Nassar

Theses

Hydrogen is becoming an increasingly attractive alternative fuel. As such it is important to investigate different methods of hydrogen production. This thesis examines the thermochemical process of splitting water using the three stage CuCl Cycle. In particular it examines the hydrodynamics of a direct heat contact, CuCl’s oxygen reactor for a two-phase system, using a three dimensional, Eulerian-Eulerian Computational Fluid Dynamics (CFD) model. The model was first verified using experimental results and compared to a two-dimensional CFD model by examining the gas holdup (αg) using a Helium-Water-Alumina system for different reactor heights (H) (45,55,65 cm), different superficial gas velocities (Ugs) …


New Diagonal Graph Ramsey Numbers Of Unicyclic Graphs, Richard M. Low, Ardak Kapbasov Jan 2023

New Diagonal Graph Ramsey Numbers Of Unicyclic Graphs, Richard M. Low, Ardak Kapbasov

Faculty Research, Scholarly, and Creative Activity

Grossman conjectured that R(G, G) = 2 · |V (G)| − 1, for all simple connected unicyclic graphs G of odd girth and |V (G)| ≥ 4. In this note, we prove his conjecture for various classes of G containing a triangle. In addition, new diagonal graph Ramsey numbers are calculated for some classes of simple connected unicyclic graphs of even girth.


Identifying The Causes Of Heart Disease Using Classification Techniques, Wadeema Alshamsi Jan 2023

Identifying The Causes Of Heart Disease Using Classification Techniques, Wadeema Alshamsi

Theses

Heart disease is a global epidemic that affects millions of people and is responsible for a significant portion of annual deaths worldwide. Timely diagnosis and prediction of heart disease can save countless lives, and advancements in information technology have opened up new avenues for improving medical diagnosis. In this project, we aimed to explore the use of machine learning classification techniques for predicting the presence of heart disease in patients. We deployed five classification techniques: Logistic Regression, Decision Tree, Random Forest, K Nearest Neighbors, and Support Vector Machine. We used a dataset of 1025 observations with 13 features and one …


Attitude Of Lis Postgraduate Students Towards The Use Of Remote Teaching And Learning At Post Covid-19 Era In Nigerian Private Universities, Saheed Abiola Hamzat Dr. Jan 2023

Attitude Of Lis Postgraduate Students Towards The Use Of Remote Teaching And Learning At Post Covid-19 Era In Nigerian Private Universities, Saheed Abiola Hamzat Dr.

Library Philosophy and Practice (e-journal)

No abstract provided.


Simple And Complex Cells Revisited: Toward A Selectivity-Invariance Model Of Object Recognition, Xin Li, Shuo Wang Jan 2023

Simple And Complex Cells Revisited: Toward A Selectivity-Invariance Model Of Object Recognition, Xin Li, Shuo Wang

2020-Current year OA Pubs

This paper presents a theoretical perspective on modeling ventral stream processing by revisiting the computational abstraction of simple and complex cells. In parallel to David Marr's vision theory, we organize the new perspective into three levels. At the computational level, we abstract simple and complex cells into space partitioning and composition in a topological space based on the redundancy exploitation hypothesis of Horace Barlow. At the algorithmic level, we present a hierarchical extension of sparse coding by exploiting the manifold constraint in high-dimensional space (i.e., the blessing of dimensionality). The resulting over-parameterized models for object recognition differ from existing hierarchical …


Distributing Deterrence Fairly: A New Rationale For Decoupling Tort Liability, H. Javier Kordi Jan 2023

Distributing Deterrence Fairly: A New Rationale For Decoupling Tort Liability, H. Javier Kordi

Coase-Sandor Institute for Law & Economics Research Paper Series

Tort law faces a dilemma: how to adhere to a principle of make-whole compensation without entrenching social inequities. High-earning people receive greater compensation awards, resulting in an unequal distribution of deterrence. The deterrence disparity arises because injurers would rationally direct risky activity towards poorer victims to reduce liability costs; it persists even if race and gender classifications are barred from compensation. This Article offers a novel solution to the dilemma. It develops a decoupled liability regime under which injurers pay damages and are subject to standards of care that are invariant across individual victims, thus equalizing the distribution of deterrence. …