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2025

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Full-Text Articles in Social and Behavioral Sciences

An Analysis Of Mental Health And Workplace Absenteeism, Kristin Marie Vrona Jan 2025

An Analysis Of Mental Health And Workplace Absenteeism, Kristin Marie Vrona

Graduate Research Theses & Dissertations

This dissertation examines the effect of mental health on own health-related absenteeism among employed adults in the United States, using data from the 2010–2014 Medical Expenditure Panel Survey (MEPS). The MEPS uniquely differentiates between absences due to one’s own health and those due to another person’s health, enabling causal estimation of individual-level factors influencing absence decisions.

The analysis incorporates both mental and physical health measures, including diagnostic indicators and self-reported general well being, which are used as proxies for severity that may affect both diagnosed and undiagnosed individuals. Results reveal a consistent pattern: individuals experiencing high psychological distress but lacking …


Efficient Algorithms For Nearest Correlation Matrix Computation With Missing Data, Ibrahim Eniola Oyeyinka Jan 2025

Efficient Algorithms For Nearest Correlation Matrix Computation With Missing Data, Ibrahim Eniola Oyeyinka

Graduate Research Theses & Dissertations

This thesis investigates efficient algorithms for computing the Nearest Correlation Matrix (NCM) under incomplete financial data. Correlation matrices are vital in portfolio optimization and risk management, yet empirical estimates often violate symmetry, positive semidefiniteness, and unit diagonal conditions due to missing observations. Two projection-based methods are analyzed: the Modified Alternating Projections (MAP) and Anderson Acceleration (AA). Theoretical analysis using convex optimization and normal cone characterization supports numerical evaluation on synthetic and real-world stock-return matrices (550×550, 2020–2025). Missing data are modeled through Missing Completely at Random (MCAR) and Not Missing at Random (NMAR) mechanisms. The results show that AA converges faster …


Audit Culture And A Nonprofit In Northern Illinois, Onyenum Ruth Udoh Jan 2025

Audit Culture And A Nonprofit In Northern Illinois, Onyenum Ruth Udoh

Graduate Research Theses & Dissertations

Audit culture has become a defining feature of nonprofit life, shaping how organizations balance accountability to donors with responsibility to their communities. While existing scholarship often highlights large or international NGOs, less is known about how small and mid-sized nonprofits in the United States experience these pressures. This study focused on nonprofit in DeKalb County, Illinois, to examine how audits, donor restrictions, and accountability demands influence nonprofit practices, priorities, and relationships with their communities. Grounded in ethnographic fieldwork and organizational anthropology, I conducted eight weeks of participant observation and semi-structured interviews with seven staff across leadership, finance, program, and administrative …


Hypnosis: An Evidenced Based Treatment, Gregory P. Brown Jan 2025

Hypnosis: An Evidenced Based Treatment, Gregory P. Brown

Psychiatry & Behavioral Health Faculty Research

Review of meta analyses and systemic review level studies of hypnosis in the treatment of anxiety, burnout, and depression.


Girls First Fund: External Evaluation—Endline Evaluation Report, Brian Medina Carranza, Neelanjana Pandey, Angel Del Valle, Fatima Zahra Jan 2025

Girls First Fund: External Evaluation—Endline Evaluation Report, Brian Medina Carranza, Neelanjana Pandey, Angel Del Valle, Fatima Zahra

Adolescents and Young People

The Population Council is leading an evaluation of programs funded by the Girls First Fund (GFF) in the Dominican Republic (DR), India, and Niger. These three countries were chosen to maximize geographic, social, cultural, and economic diversity across contexts, but common to all three is the continued persistence of child marriage and the presence of collective efforts to eliminate it. The broader goal of this evaluation is to: 1) demonstrate proof of concept for the impact of  GFF-supported programs; 2) examine key outcomes of interest to the GFF and the community-based organizations that it funds, including education, child marriage, and …


Tackling Paradoxes And Double Binds For A Healthier Workplace: Insights From The Early Covid-19 Responses In Quebec And Ontario, Daniel Côté, Amelia León, Ai-Thuy Huynh, Jessica Dubé, Ellen Maceachen, Pamela Hopwood, Marie Laberge, Samantha Meyer, Meghan K. Crouch, Joyceline Amoako Jan 2025

Tackling Paradoxes And Double Binds For A Healthier Workplace: Insights From The Early Covid-19 Responses In Quebec And Ontario, Daniel Côté, Amelia León, Ai-Thuy Huynh, Jessica Dubé, Ellen Maceachen, Pamela Hopwood, Marie Laberge, Samantha Meyer, Meghan K. Crouch, Joyceline Amoako

Études primaires

The urgency of managing the COVID-19 health crisis in workplaces led to tensions, work overload, and confusion about preventive measures. This study presents a secondary analysis of qualitative data on paradoxes and double binds (PDBs) experienced by precarious essential workers in Canada who interacted with the public and their supervisors. Based on 13 interviews from a larger qualitative dataset, we examine how workers navigated public health recommendations and organisational demands during the pandemic. Findings reveal multiple organisational and managerial PDBs—both COVID-19-related and pre-existing—that contributed to psychological distress and compromised well-being. We argue that PDBs represent a significant occupational health hazard …


Satellite And Uas Synergy For Large-Scale Crop Canopy Cover Mapping With Deep Learning, Muhammad Ali Irshad Jan 2025

Satellite And Uas Synergy For Large-Scale Crop Canopy Cover Mapping With Deep Learning, Muhammad Ali Irshad

Electronic Theses and Dissertations

No abstract provided.


Minds, Made Up Or Malleable? Covert Commands At The Eclipse Of Vaccine Communications, David H. Lee Jan 2025

Minds, Made Up Or Malleable? Covert Commands At The Eclipse Of Vaccine Communications, David H. Lee

Publications and Research

Abstract: Although millions have died from SARS-CoV-2 illness, COVID vaccines are credited with stemming the tide. Vaccinations and boosters significantly decrease the incidence of severe illness and death (even if they don’t usually prevent COVID-19 infection). Despite the success of global vaccination efforts, frequent reports of vaccine hesitance and refusal suggest that public health communications need improvement.

The chapter begins by acknowledging adverse events associated with COVID vaccination, including rare cases of anaphylaxis, GBS, and myocarditis. An inoculation-theoretic rationale is offered for this admission of vaccine risks: just as immune defenses mount when organisms are exposed to pathogens, so too …


Don’T Do More With Less: Sustainable Work As A Management Value, Amanda Koziura Jan 2025

Don’T Do More With Less: Sustainable Work As A Management Value, Amanda Koziura

Library Faculty Research

Discusses a series of decisions a middle manager made to keep the work of her department sustainable and how she incorporated her values into her process.


Tax Education For Financial Empowerment, Job Buenrostro-Diaz Jan 2025

Tax Education For Financial Empowerment, Job Buenrostro-Diaz

Second-Year Seminar Posters (COE 202)

Research Question: In what ways can understanding tax concepts help with financial literacy in improving money management decisions for lower income individuals?

This proposal outlines a strategy to increase quality education in middle to low income communities.


Analyzing The Centers For Disease Control And Prevention Mortality Data Using Weekly Exceedance In Mortality Count And Weekly Change In Mortality Indicator: A Time Series Study, Aditya Chakraborty, Mohan D. Pant Jan 2025

Analyzing The Centers For Disease Control And Prevention Mortality Data Using Weekly Exceedance In Mortality Count And Weekly Change In Mortality Indicator: A Time Series Study, Aditya Chakraborty, Mohan D. Pant

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background and Aims

Cause-specific mortality (CSM) count prediction plays a vital role in the context of public health policy. In this study, we introduce a new analytical approach, which is divided into three phases to answer specific questions regarding CSM due to 14 specific causes by computing different simple, compound, and conditional probabilities.

Methods

A multivariate time series forecasting model was developed using the CDC weekly mortality count data. A binary data matrix was constructed for 14 causes of death (COD) as a function of weeks by combining the observed and forecasted mortalities. We introduced two new concepts: Weekly Exceedance …


A Modern Optimization Approach With Data-Driven Analytical Modeling For The Healthcare Business Segment (Hbs) From The S&P 500, Aditya Chakraborty, Chris Tsokos Jan 2025

A Modern Optimization Approach With Data-Driven Analytical Modeling For The Healthcare Business Segment (Hbs) From The S&P 500, Aditya Chakraborty, Chris Tsokos

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Introduction: The S&P consists of eleven business segments, which are classified according to the type of industry. The current study focuses on developing a non-linear analytical model for the Healthcare Business Segment (HBS) of the S&P 500, as a function of different economic & financial indicators. Materials and Methods: The analytical model used six financial indicators together with four economic indicators to predict the weekly average closing price (WCP) of HBS stocks. Johnson’s SB transformation corrected skewness, while desirability-based optimization identified indicator values maximizing WCP. The model’s performance and generalizability were validated through repeated 10-fold cross-validation. Results: All attributable contributors …


Comparison Of Diabetes Education Content Experienced By Blind And Nonblind People With Diabetes, Nazanin M. Heydarian, Qusay Hussein, Zully Guerra, Bhumi Patel, Allyson S. Hughes, Julia E. Blanchette, Yessenia Castro Jan 2025

Comparison Of Diabetes Education Content Experienced By Blind And Nonblind People With Diabetes, Nazanin M. Heydarian, Qusay Hussein, Zully Guerra, Bhumi Patel, Allyson S. Hughes, Julia E. Blanchette, Yessenia Castro

School of Social Work Faculty Publications

This survey sought to examine disparities in diabetes self-management education and support (DSMES) to illuminate gaps underlying morbidity and mortality disparities experienced by blind people with diabetes and develop a pathway for improved health care delivery and health outcomes. Blind participants were more likely to report getting DSMES on strategies to promote treatment adherence and noncompliance with medical regimen; yet, blind and nonblind participants did not differ on primary care provider visits or amount of time spent in diabetes education. These findings suggest that DSMES content may differ for blind versus nonblind participants.


Diabetes Care Disparities In Deaf/Hard Of Hearing And Blind/Low Vision Populations, Allyson S. Hughes, Karissa Mirus, Nazanin M. Heydarian, Michelle L. Litchman Jan 2025

Diabetes Care Disparities In Deaf/Hard Of Hearing And Blind/Low Vision Populations, Allyson S. Hughes, Karissa Mirus, Nazanin M. Heydarian, Michelle L. Litchman

School of Social Work Faculty Publications

Purpose of Review

Describe the connection between Deaf/hard of hearing (DHH) and diabetes, explain the bidirectional relationship of blind/low vision (BLV) and diabetes, characterize challenges DHH and BLV populations face when seeking healthcare regarding their diabetes management. Highlight the inaccessibility of diabetes technology in these populations. Provide best practices when communicating with DHH and BLV people in the clinical setting.

Recent Findings

Diabetes disparities exist in DHH and BLV populations due to systemic barriers to health equity related to access and communication. Structural barriers, risk factors, social determinants of health, and the U.S. healthcare system do not support the DHH …


The Caseload Chronicles: Investigating The Case Manager Role Through The Perspectives Of Current Special Education Teachers, Khalil Milad Abouhamad Jan 2025

The Caseload Chronicles: Investigating The Case Manager Role Through The Perspectives Of Current Special Education Teachers, Khalil Milad Abouhamad

University of the Pacific Theses and Dissertations

Teacher attrition and resulting shortages have become severely problematic across the United States. This is especially true within special education. This study employs role theory (Kahn et al., 1964) to isolate the case manager role carried by special education teachers, investigate it through the stories of current practitioners, and establish it within academia. Burnout theory (Maslach, 1993) provides a lens through which to evaluate the strain of working conditions surrounding the case manager role. Elements of narrative inquiry (Clandinin, 2006; Creswell & Guetterman, 2019) in the form of 1-1 interviews with current IEP case managers from across California provided the …


From Street Codes To School Codes: Transformative Educational Intervention For Gang Affiliated Student. An Active Research Study, Alexandra Saldivar Jan 2025

From Street Codes To School Codes: Transformative Educational Intervention For Gang Affiliated Student. An Active Research Study, Alexandra Saldivar

University of the Pacific Theses and Dissertations

Gang-affiliated youth face significant challenges in educational and community settings, often resulting in lower graduation rates, limited career opportunities, and an increased risk for behavioral problems. While gang activity on school campuses has increased in recent years, there is limited research and little effort specifically tailored to meet the needs of this vulnerable population. This study aims to evaluate the effectiveness of the WhyTry intervention, a resilience-focused program designed for at-risk populations, modified with additional counseling and a gang-intervention emphasis to address the unique challenges gang-affiliated students face. The study explores whether the modified WhyTry program can improve academic performance, …


A Look Into A Great Coach: Qualitative Study Of Post-Game Talks Of A Highly Successful Volleyball Collegiate Coach, Daniel Nobuo Llarenas Jan 2025

A Look Into A Great Coach: Qualitative Study Of Post-Game Talks Of A Highly Successful Volleyball Collegiate Coach, Daniel Nobuo Llarenas

University of the Pacific Theses and Dissertations

The primary purpose of this study was to explore the post-game talks of a highly successful collegiate coach. A total of 19 post game talks were audio recorded during the 2012 championship season of the University of California Irvine (UCI) Men’s Volleyball team. Coach John Speraw; an American Caucasian Division I Men’s Collegiate Volleyball coach and was the Head coach during the 2012 season. Post game talks were recorded with intentions of assessing content and transcribed verbatim with the average length of each talk was 7 minutes and 23 seconds (4:36 – 23:04 mins). Analyses of the transcripts revealed 2 …


On Creating Bog Bodies: The Effects Of Ph Value On Dna Decomposition In A Bog Environment, Gabrielle B. Giangreco Jan 2025

On Creating Bog Bodies: The Effects Of Ph Value On Dna Decomposition In A Bog Environment, Gabrielle B. Giangreco

Graduate Student Theses, Dissertations, & Professional Papers

Bog bodies have been a consistent area of interest in both archaeology and biological anthropology, due to their high rates of physical preservation. While there are many physical analyses that have been done on these remains, DNA analysis is lacking. Most studies focus on changes to the remains themselves or attempt to determine why they were placed in a bog. This study aims to examine the effects of pH level on the breakdown of DNA on remains placed inside a bog along with any larger differences in the preservation of the remains. The results of this study seem to point …


Suba-Cubun Chibquyioa Muysc-Cubun Chibchichuasuca: Sound Reconstruction Of Muysca In The Context Of Language Reclamation., Brenn Timoteo Romero Moreno Jan 2025

Suba-Cubun Chibquyioa Muysc-Cubun Chibchichuasuca: Sound Reconstruction Of Muysca In The Context Of Language Reclamation., Brenn Timoteo Romero Moreno

Graduate Student Theses, Dissertations, & Professional Papers

This thesis examines the phonological system of Muysca, a Chibchan language once spoken in central Colombia and currently dormant. Its goal includes supporting the revitalization efforts of the Muysca people of Suba. Drawing from a documentation produced in the 17th century by Catholic missionaries and engaging with comparative and historical linguistic methods, I argue for the existence of specific phonemes in Muysca —/ə/, /kʷ/, /tʲ/, and /ʔ/— which are not consistently identified in recent literature. My analysis is situated within the framework of Mediated Language Change (Hinson 2019), which acknowledges the need for Indigenous communities to actively shape the development …


Organizational And Structural Factors In Building The Therapeutic Alliance In A Work Rehabilitation Program With Injured Immigrant Workers In Quebec, Daniel Côté, Maude Arsenault, Jessica Dubé Jan 2025

Organizational And Structural Factors In Building The Therapeutic Alliance In A Work Rehabilitation Program With Injured Immigrant Workers In Quebec, Daniel Côté, Maude Arsenault, Jessica Dubé

Études primaires

Abstract

The therapeutic alliance is central to occupational rehabilitation, particularly for immigrant workers who face unique challenges of migration and of social and occupational integration. This study explores the development and maintenance of this alliance between immigrant workers with compensated work injuries and their care providers during work rehabilitation. Using ethnography, semi-structured interviews, and focus groups, the qualitative case study involved 7 injured immigrant workers and their interdisciplinary clinical team. The study identified several factors that weakened the alliance, including administrative complexity, conflicting views on pain and disability, cultural stereotypes, and interorganizational communication issues. Many of these challenges were systemic …


Pacific Islander Mental Health: A Literature Review, Shawn I. Dobberfuhl Jan 2025

Pacific Islander Mental Health: A Literature Review, Shawn I. Dobberfuhl

Modern Psychological Studies

Mental health among Pacific Islanders remains an underexplored area in research. This review aims to synthesize existing research on the mental health status of Pacific Islanders, focusing on mental health risk factors and mental health service utilization. A systematic search across APA PsychInfo spanning from 2015 to 2024 yielded 11 relevant articles, which were subsequently analyzed and synthesized. Findings suggest that Pacific Islanders experience unique stressors, including, racial discrimination, socioeconomic disparities, and cultural stigma surrounding mental health. However, there is a disparity in culturally sensitive assessment tools and interventions tailored specifically to this population. Future research should prioritize phenomenological methods, …


Study Of The Relationship Between Interoceptive Sensibility And Distress Tolerance In Community And College Samples, William W. Moore, Ashley Howell Jan 2025

Study Of The Relationship Between Interoceptive Sensibility And Distress Tolerance In Community And College Samples, William W. Moore, Ashley Howell

Modern Psychological Studies

Interoceptive sensibility involves the detection, integration, and interpretation of internal bodily signals, primarily from cardiovascular, pulmonary, or gastrointestinal systems. Dysfunction in interoceptive processing has been increasingly recognized as a clinically relevant factor in numerous neurological, psychiatric, and behavioral disorders. This study aimed to elucidate the relationship between interoceptive sensibility and distress tolerance, hypothesizing that individuals with heightened interoceptive sensibility may report poorer distress tolerance. This relationship could help identify patterns between interoceptive sensibility and tendencies toward maladaptive coping strategies or emotional dysregulation. To explore these relationships, two studies were conducted utilizing self-report measures of interoceptive sensibility and distress tolerance in …


Born To Be Kind: The Evolutionary Significance Of Prosocial Behaviors In Humans, Yijia Xu Jan 2025

Born To Be Kind: The Evolutionary Significance Of Prosocial Behaviors In Humans, Yijia Xu

Modern Psychological Studies

Humans prefer kind romantic partners. Worldwide surveys have identified kindness as the defining feature of an ideal long-term partner, often explained as a signal for evolutionary fitness, demonstrating the ability to provide resources and ensure survival. Instead, we propose an alternative explanation: human preference for prosociality stems from an innate desire to be treated well. To test this, we asked participants whether they preferred kindness directed towards them or kindness exhibited more generally. Results indicate that participants were significantly more attracted to people who were kind to them personally than to people who were broadly kind to others. Interestingly, participants …


Fostering Success: How Cross Campus Partnerships Can Improve Accessibility, Engagement, And Inclusion For Autistic Undergraduate Students, Mercedes Rutherford-Patten, Luna Nombrano Larsen Jan 2025

Fostering Success: How Cross Campus Partnerships Can Improve Accessibility, Engagement, And Inclusion For Autistic Undergraduate Students, Mercedes Rutherford-Patten, Luna Nombrano Larsen

Library Scholarship

The academic library, with its long history of student support and social justice advocacy, is the perfect organization to lead the way in dismantling systemic barriers to student success. Research shows that college students who regularly use library services are more successful academically (Shea & Derry, 2022). Another vital support the library can provide is community. Inclusion and belonging are integral to the success of autistic college students: “feeling like part of a community” and “to always feel like I’m welcome [on-campus]” were ways students measured their own success in a study by the Autistic Self Advocacy Network (2020, p. …


Building Diversity Into The Philosophy And Methodology Of Economics With Stratification Economics, Merve Burnazoglu, John B. Davis Jan 2025

Building Diversity Into The Philosophy And Methodology Of Economics With Stratification Economics, Merve Burnazoglu, John B. Davis

Economics Faculty Research and Publications

Mainstream economics ignores who produces it and what it is about because its average man, Homo economicus ontological entry-point obscures social differences between people. Philosophy and Methodology of Economics that assumes this ontological entry point generally limits itself to epistemological analysis, and this means it fails to make diversity a fundamental concern. Taking diversity seriously entails being clear about one's ontological assumptions, and this requires being clear about the normative scope of one's analysis. This calls for giving up a value-neutral methodological reasoning and adopting a value-explicit methodological posture. To illustrate, we describe how Stratification economics with its social groups …


The Long-Term Psychological Effects Of Violent Crime On Victims: A Review Of Evidence And Supportive Interventions, Jayden E. Oleksyn-Lamb Jan 2025

The Long-Term Psychological Effects Of Violent Crime On Victims: A Review Of Evidence And Supportive Interventions, Jayden E. Oleksyn-Lamb

Graduate Theses/Dissertations

This study utilizes anonymous survey data collected from 26 mental health professionals in various regions of Canada to understand which psychological disturbances are the most prevalent among victims of violent crime as well as which psychological interventions are most beneficial for treating violent crime victims. The data revealed that Post-Traumatic Stress Disorder (PTSD), Major Depressive Disorder (MDD), Generalized Anxiety Disorder (GAD), anger, guilt, self-blame, and shame are each highly prevalent. Findings also revealed that certain therapeutic methods including Eye Movement Desensitization Reprocessing (EMDR), Supportive Counselling (SC), Progressive Relaxation (PR), Cognitive Reprocessing Therapy (CPT) and Cognitive Restructuring (CR) are associated with …


Nexus Of Fear, Deterrence, And Prestige: The Role Of Russia's Exotic Nuclear Toolkit, Ryan Christenson Jan 2025

Nexus Of Fear, Deterrence, And Prestige: The Role Of Russia's Exotic Nuclear Toolkit, Ryan Christenson

Graduate Theses/Dissertations

This thesis examines Russia’s development of “exotic” nuclear weapon systems, specifically the Poseidon nuclear-powered torpedo, the Avangard hypersonic glide vehicle, the Kinzhal hypersonic air-launched ballistic missile, and the Burevestnik nuclear-powered cruise missile, to determine how and why Russia diverged from traditional nuclear platforms. Drawing on open-source data and comparative analysis against the standard nuclear triad, it investigates the doctrinal, technical, and political motivations driving Moscow’s nuclear modernization, including paranoia over U.S. missile defense, aspirations for great-power status, and domestic economic influences. Scenario-based assessments illustrate the potential destabilizing effects of these systems, which compress decision-making time and raise risks of inadvertent …


Utilizing The Spatial Evaluation Of Language And Flexibility For Youth (Self-Y) In Clinical Case Conceptualization, Katelyn Frahm Jan 2025

Utilizing The Spatial Evaluation Of Language And Flexibility For Youth (Self-Y) In Clinical Case Conceptualization, Katelyn Frahm

Graduate Theses/Dissertations

Individuals diagnosed with autism spectrum disorder (ASD) often experience challenges with restricted and repetitive behaviors, relating directly to challenges with psychological flexibility (Hyman et al., 2020; Hayes et al., 2006). Unfortunately, the history of applied behavior analysis has extended harmful implications of treatment that have focused on compliance training and punishment, often worsening psychological flexibility (Sandoval-Norton et al., 2019). Research is calling behavior analysis to combine flexible approaches, such as Acceptance and Commitment Therapy, with technologies exploring the intricacies of individual relational networks (Hayes et al., 1999; Hayes et al., 2022; Hayes & King, 2024). The present study introduced the …


Cyber Warfare And The Future Of Conflict, Victor A. Mercado Jan 2025

Cyber Warfare And The Future Of Conflict, Victor A. Mercado

Graduate Theses/Dissertations

This thesis examines whether cyber warfare now poses a more immediate threat to U.S. national security than weapons of mass destruction (WMD). Cyber operations have become a dominant instrument of contemporary conflict, with malicious actors operating in a persistent “grey zone” that blurs traditional boundaries between war and peace. These operations target military and civilian entities, both directly and often as collateral damage due to the uncontrollable nature of cyber threats. WMDs, despite their catastrophic destructive potential, remain largely constrained by established deterrence frameworks.

The evolving nature of cyber warfare warrants comparison to WMD effects and impact, as cyber capabilities …


Victim-Offender Relationships And Their Influence On Crime Brutality And Sentencing Outcomes In Capital Homicide Cases, Samantha Jane Trowbridge Jan 2025

Victim-Offender Relationships And Their Influence On Crime Brutality And Sentencing Outcomes In Capital Homicide Cases, Samantha Jane Trowbridge

Graduate Theses/Dissertations

This study examines capital murder cases in Missouri from 1976 to 2022 to explore how victim-offender relationships relate to both the brutality of homicides and sentencing outcomes. It addresses three main questions: What are the different types of victim-offender relationships in these cases, and how frequently does each type occur? How do these relationships influence sentencing outcomes, particularly the likelihood of receiving the death penalty versus life without parole? And which types of relationships are associated with the highest and lowest levels of brutality? The study uses official court records and applies a coding process to analyze relationship type, sentencing …