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Articles 11581 - 11610 of 658063
Full-Text Articles in Social and Behavioral Sciences
Impact Of Exercise, Hr Management Incentives, And Employee Wellness Programs On Job Performance And Motivation, Emma N. Barnes
Impact Of Exercise, Hr Management Incentives, And Employee Wellness Programs On Job Performance And Motivation, Emma N. Barnes
Williams Honors College, Honors Research Projects
This project is a literature review discussing the overall impact that exercising, Human Resource Management incentives, and wellness programs have on job performance levels and employee motivation. The literature to be reviewed connects the importance and effects of exercise to the benefits it can supply to organizations looking to increase employee performance as well as rewards that motivate individuals. Within the field of Human Resource Management and Industrial and Organizational Psychology, there is plentiful research on what plays pivotal roles in performance and theories on motivational aspects of work. Diving further into years of already completed research on these topics, …
Leaders, Confidence, Policies And Popularity: The Relation Between Europe’S Confidence In The Sitting U.S. President And Its Favorability Towards The United States, Greg Mitchhart
Williams Honors College, Honors Research Projects
The president of the United States is perhaps the figure most representative of the U.S. and its interests on the global stage. While the country as a whole is not entirely defined by this single person, it’s important to understand how international opinions surrounding the president potentially correlate with international opinions of the United States itself due to the myriad of implications that stem from these latter views (e.g. soft power and its relation to goodwill, access to international markets, military latitude, etc.). For this study, we will examine the correlation between 5 European nations’ people's confidence in the current …
A Child On Stand: The Impact Of Experiencing Trauma On Children’S Testimonial Efficacy In Legal Proceedings, Morgan Sweger
A Child On Stand: The Impact Of Experiencing Trauma On Children’S Testimonial Efficacy In Legal Proceedings, Morgan Sweger
Williams Honors College, Honors Research Projects
Children who are victims of physical, sexual, emotional, or verbal abuse are nearly always left deeply traumatized by such events. In extreme cases, abused children may be asked to testify against their abuser(s) in legal proceedings, recounting their trauma in front of a room full of strangers. For some, the trauma of abuse may influence a child’s ability to effectively recall and describe their experiences and for others, the process of participating in legal proceedings creates deeper wounds. Research has aimed to understand whether children lack the ability to contribute sufficient testimonies during investigations of abuse and how these investigations …
The Connection Between Medicaid And Obesity In Northeast Ohio, Emmie Kelley, Sophie Kheder
The Connection Between Medicaid And Obesity In Northeast Ohio, Emmie Kelley, Sophie Kheder
Williams Honors College, Honors Research Projects
Obesity is a major public health concern in the United States that is projected to increase exponentially over the next few years. Obesity is commonly associated with a lower socioeconomic status. Lower-income individuals tend to be supported by Medicaid, a federal insurance program for low-income Americans. Prior studies have shown a positive correlation between income status and obesity prevalence. Our goal was to find if there was a correlation between Medicaid patients and obesity in Northeast Ohio, to provide physicians with a set of characteristics to better combat obesity, since preventative and treatment guidelines are tailored to national trends. We …
The Discord Revolutions: A Study Of Media Influence And Regime Changes, Justin C. Eason
The Discord Revolutions: A Study Of Media Influence And Regime Changes, Justin C. Eason
Williams Honors College, Honors Research Projects
This project will be a paper analyzing the influence of Media on regime changes, specifically as it pertains to the two recent revolutions in Nepal and Madagascar. I will show how past regime changes and historical events have been shaped by media influence, and how the revolutions in Nepal and Madagascar are different, and could set a different pattern when compared to previous rebellions.
Who Should Be Responding To Mental Health Crises: A Public Perception Study, Bryan E. Phillips
Who Should Be Responding To Mental Health Crises: A Public Perception Study, Bryan E. Phillips
Williams Honors College, Honors Research Projects
This project includes a survey which will be evaluating, out of Police Officers, Paramedics, and Mental Health Clinicians, who Intro to Psychology students believe are best fit to respond to Mental Health Crises as well as what factors may influence said belief. To do this they will be provided with a survey that collects demographic information, personal experiences with each profession, and detailed scenario-based questions with differing variables allowing the participants to decide which profession they believe is best equipped to deal with each scenario. This data will then be put into a research manuscript to be presented via posterboard …
Ceramics And Trade In Mesoamerica: Identity And Resistance In The Maya Culture, Mason A. Swanson
Ceramics And Trade In Mesoamerica: Identity And Resistance In The Maya Culture, Mason A. Swanson
Williams Honors College, Honors Research Projects
The region of Mesoamerica has been researched extensively by archaeologists over the past decades. There are numerous cultures and civilizations that occupied Mesoamerica over thousands of years. This paper will focus on the Maya, one of the most researched and examined of the cultures of Mesoamerica. By examining the ceramics and trade of the Maya one can reconstruct how the Maya identity was viewed in the past. Often the Maya are suggested to have experienced a collapse at the end of the Classic period around (AD 900). This, however, is an oversimplification of the events that occurred. The goal of …
The Implementation Of A Token Economy On The Behaviors Of Children With Adhd, Dominic M. Hritsko
The Implementation Of A Token Economy On The Behaviors Of Children With Adhd, Dominic M. Hritsko
Williams Honors College, Honors Research Projects
The Saturday Treatment Program (SatTP) is a ten-day treatment program that was designed through the Cleveland Clinic and takes place at a middle school on Saturdays during the school year. The program design follows that of the Summer Treatment Program, where counselors utilize a comprehensive point system that is part of a token economy to evaluate children’s behaviors (ADHD summer treatment program). I will be working with other counselors led by Dr. Hallie Fetterman Ph.D., a pediatric psychologist, to deliver the program and evaluate the behaviors of sixteen children. The program is split into three age groups: six through …
Ohio Redistricting And The Meaning Of Fairness, Elena G. Klingler
Ohio Redistricting And The Meaning Of Fairness, Elena G. Klingler
Williams Honors College, Honors Research Projects
The failure of Ohio’s Issue 1, a redistricting reform amendment to the state constitution proposed in 2024, has been a topic of significant discussion. Though the controversial change to the language of the amendment made by the Ohio Ballot Board has often been identified as the consequential factor, the full implications of this change – why it was made, what it says about the meaning of ‘gerrymandering’ and ‘fairness,’ and why different groups define those words differently – have not been fully explored. This project will qualitatively assess whether the failure of Issue 1 was affected by definitional disagreements based …
From Touchbacks To Touchdowns: Analyzing The Impact Of The Nfl's New Kickoff Rule Changes, Joshua A. Klatt
From Touchbacks To Touchdowns: Analyzing The Impact Of The Nfl's New Kickoff Rule Changes, Joshua A. Klatt
Williams Honors College, Honors Research Projects
My proposal analyzes the impact of the NFL's new dynamic kickoff rule changes that were implemented in the Fall of 2024. I use a two-way fixed effects differences-in-differences model using FBS collegiate Division 1 football teams as the control group, and NFL teams as the treatment group. Three of the most important outcome variables I analyze are touchdowns per kickoff return, average yards per kickoff return, and the number of kickoff returns per game.
Examining The Effects Of Black Parenting Styles Of Self-Esteems, Alexander J. Ruffin-Stcyr, Lorris Robinson
Examining The Effects Of Black Parenting Styles Of Self-Esteems, Alexander J. Ruffin-Stcyr, Lorris Robinson
Williams Honors College, Honors Research Projects
This study examined the relationships between parenting styles, Afrocentric values, and psychological flourishing among African American families. Grounded in cultural and developmental perspectives, the study focused on how social and cultural contexts shape well-being outcomes. Parenting styles (authoritative, authoritarian, and permissive) and Afrocentric values were explored as key predictors of flourishing.
Using a quantitative survey design, data was collected from 86 African American adults who completed standardized measures assessing parenting style, cultural values, and flourishing. Correlational analyses revealed that permissive parenting was significantly and negatively associated with flourishing, indicating that higher levels of permissive parenting were linked to lower well-being. …
Neurobiological Determinants Of Psychopathy And Their Ethical Implications In Capital Punishment Cases, Brooklyn Lewis
Neurobiological Determinants Of Psychopathy And Their Ethical Implications In Capital Punishment Cases, Brooklyn Lewis
Williams Honors College, Honors Research Projects
This literature review examines the relationship between the neurobiological determinants of psychopathy and the ethical implications of applying capital punishment to violent offenders. Drawing on research from neuroscience, psychology, and criminal justice, the paper explores how structural and functional differences in brain regions associated with emotional processing, impulse control, and moral reasoning are linked to psychopathic traits. The review synthesizes findings on how these neurobiological factors may contribute to an increased risk of violent behavior while emphasizing that such influences are not deterministic. The paper further analyzes how neuroscientific evidence is interpreted within legal contexts, particularly in relation to assessments …
Moving Positively: A Review Of Positive Psychology Interventions In Counseling, Spencer M. Fleming, Ingrid Weigold Ph. D
Moving Positively: A Review Of Positive Psychology Interventions In Counseling, Spencer M. Fleming, Ingrid Weigold Ph. D
Williams Honors College, Honors Research Projects
Positive psychology is a relatively new and developing subfield of psychology which examines the machinations and roles of various character strengths and traits such as growth, well-being, meaning, life satisfaction, character strengths, and more. Positive psychology holds various implications for counseling, therapy, individual growth, and self-determination. However, current literature on positive psychology interventions (PPIs) are scattered, nuanced, and lack overall consensus. Thus, encompassing research is necessary to identify common trends, areas for improvement, and a clear direction moving forward. The present review analyzes positive psychology interventions (PPIs) within psychology and counseling. This review examined forty-eight articles, including fifteen meta-analyses, on …
Framing Female Athletes: Gender Bias And Representation In Sports Communication, Katie E. Baumer
Framing Female Athletes: Gender Bias And Representation In Sports Communication, Katie E. Baumer
Williams Honors College, Honors Research Projects
This project will examine how female athletes are framed and represented within sports communication, with a focus on identifying patterns of gender bias across traditional and digital media. The research will analyze existing literature to understand how media portrayals of women athletes differ from those of men and how these differences influence visibility and perception of female athletes. Sources will be organized and compared to reveal recurring trends and highlight the factors that contribute to the biased representation. This research will take place during Fall 2025 and conclude in Spring 2026 with a final written report and presentation at the …
“Full And Equal Access”: A Socio-Ecological Model Of Healthcare Ableism Experienced By The Blind And The Low Vision Community, Rebecca Fischbein, Rachel Conrad Bracken, Allyson S. Hughes, Rayyan Bhutta, Nazanin M. Heydarian
“Full And Equal Access”: A Socio-Ecological Model Of Healthcare Ableism Experienced By The Blind And The Low Vision Community, Rebecca Fischbein, Rachel Conrad Bracken, Allyson S. Hughes, Rayyan Bhutta, Nazanin M. Heydarian
School of Social Work Faculty Publications
In 2023, the National Institutes of Health (NIH) designated people with disabilities as a population experiencing health disparities, citing “a wide and varying range of health conditions leading to poorer health and shorter lifespan” and “discrimination, inequality and exclusionary structural practices” contributing to pervasive health inequities. As blindness and low vision (BLV) become increasingly common due to an aging population coupled with higher rates of type 2 diabetes, more people who are BLV will require quality care. Yet, people who are BLV face many barriers to care, including healthcare provider and staff (HCP) ableism. In this chapter, we propose a …
Neighborhood Socioeconomic Deprivation And Physical Activity Associate With Extracellular Vesicle Size And Cargo In A Community-Based Cohort Of Women, Yvonne Baumer, Elizabeth M. Aquino Peterson, Matthew R. Bavuso, Noel Miller, Cristhian A. Gutierrez-Huerta, Nithya P. Vijayakumar, Sam J. Neally, Kaveri Curlin, Valerie M. Mitchell, Billy S. Collins, Neelam R. Redekar, Subrata Paul, Anca D. Dobrian, Tiffany M. Powell-Wiley
Neighborhood Socioeconomic Deprivation And Physical Activity Associate With Extracellular Vesicle Size And Cargo In A Community-Based Cohort Of Women, Yvonne Baumer, Elizabeth M. Aquino Peterson, Matthew R. Bavuso, Noel Miller, Cristhian A. Gutierrez-Huerta, Nithya P. Vijayakumar, Sam J. Neally, Kaveri Curlin, Valerie M. Mitchell, Billy S. Collins, Neelam R. Redekar, Subrata Paul, Anca D. Dobrian, Tiffany M. Powell-Wiley
Department of Biomedical and Translational Sciences Faculty Publications
African American (AA) women face disproportionate cardiovascular disease (CVD) risk due to adverse social determinants of health (SDoH), including lower socioeconomic status (SES). Physical activity (PA) and plasma extracellular vesicles (EVs) modulate CVD risk, but their relationships with SDoH remain unclear. This study examines associations between SDoH, PA, and plasma EVs in a Washington, DC-based cohort of at-risk AA women. Participants (N = 24, Age: 57 ± 12, BMI: 35 ± 6, ASCVD: 9 ± 5) joined the Step It Up Community-Engaged, Digital Health Physical Activity Intervention pilot study. EVs were isolated from fasting plasma samples. Multivariable regression, adjusted for …
Assessing The Possibilities And Speculations Of Blended Teaching-Learning (Btl) Based On The Online Teaching-Learning (Otl) Experience During Covid-19 In Bangladesh, Nazmun Chaitee
Educational Leadership & Workforce Development Faculty Publications
This research paper investigates the potential and viability of implementing Blended Teaching Learning (BTL) in Bangladesh, drawing on the lessons learned from the COVID-19 Online Teaching Learning (OTL) practice experiences. The study specifically focuses on examining the advantages and challenges encountered by teachers and students in online classes during the pandemic. Through a mixed-methods approach, including questionnaire surveys, interviews, and focus group discussions (FGDs), data was collected from secondary-level teachers and students in Bangladesh. The findings highlight the dedicated efforts made by educators and students in embracing and adapting to online education during the COVID-19 crisis. Furthermore, the study identifies …
Primate Craniofacial Trauma And Its Relationship To Socioecological Factors., Katie Harden
Primate Craniofacial Trauma And Its Relationship To Socioecological Factors., Katie Harden
2026 Research Poster Competition
Understanding patterns of skeletal trauma in primates can provide key insights into how a species lived and may reflect aspects of their socioecology and life history. Though some research has examined postcranial trauma in primates, analyses of craniofacial trauma are rare. Here we analyze craniofacial trauma in anthropoid primates with the goal of documenting rates of trauma and their relationships to socioecological factors. Trauma was documented in a total of 1093 specimens from 17 species of primates. For each species, patterns and prevalence of trauma were assessed and z-tests performed to assess sex differences and whether rates differed significantly from …
Interpretable Machine Learning For Bridge-Pier Scour Prediction And Flood Resilience, Adil Khan, Dalya Ismael
Interpretable Machine Learning For Bridge-Pier Scour Prediction And Flood Resilience, Adil Khan, Dalya Ismael
Engineering Technology Faculty Publications
Bridge-pier scour is a leading cause of flood-induced bridge failure, yet practice still lacks transparent, physics-informed tools that link data-driven prediction with design guidance. This study develops an interpretable, physics-aware machine-learning framework to predict equilibrium scour depth and translate those predictions into actionable strategies for flood-resilient infrastructure. Using the 2014 U.S. Geological Survey Pier-Scour Database (569 laboratory cases), five models: Gradient Boosting, AdaBoost (Tree), XGBoost, Gaussian Process (RBF kernel), and Kernel Ridge (polynomial), were trained and evaluated with K-fold cross-validation. Model performance was evaluated using R², RMSE, and MAE. Gradient Boosting performed best, achieving training and testing R² of 0.99 …
Generative Ai For Born-Digital Collections: A Case Study For Metadata Management In An Institutional Repository, Tang (Cindy) Tian
Generative Ai For Born-Digital Collections: A Case Study For Metadata Management In An Institutional Repository, Tang (Cindy) Tian
Journal Articles
This case study examines the application of generative artificial intelligence (AI) tools, specifically ChatGPT-4o, ChatGPT-5, and Google Gemini 2.5 Flash, to streamline metadata extraction and creation for a born-digital collection within a digital repository environment. Testing four descriptive metadata elements—titles, abstracts, keywords, and full-text URLs—the study shows that AI improves efficiency in structured tasks but remains limited in semantic ones such as keyword matching. Results demonstrate that AI can streamline metadata workflows for small or resource-constrained institutions while emphasizing the continuing importance of human oversight and ethical responsibility in AI-assisted metadata workflows.
Agricultural Evidence Synthesis At A Critical Juncture: Quality Gaps And Implications For Evidence-Based Agriculture, Chao Cai, Jane Yatcilla, Justyna Czader, Sylvie Brouder, Jeffrey Volenec
Agricultural Evidence Synthesis At A Critical Juncture: Quality Gaps And Implications For Evidence-Based Agriculture, Chao Cai, Jane Yatcilla, Justyna Czader, Sylvie Brouder, Jeffrey Volenec
Libraries Faculty and Staff Scholarship and Research
Systematic reviews and meta-analyses have become essential tools for synthesizing evidence to guide agricultural policy and practice, yet whether these syntheses are themselves conducted with sufficient rigor has rarely been systematically assessed. This study provides a field-wide assessment of reporting quality in agricultural evidence synthesis, examining whether existing reviews are conducted with sufficient transparency and rigor to support the policy and practice decisions they are meant to inform. We drew a random sample of 244 systematic reviews and meta-analyses from a bibliometric dataset of 1,709 articles published between 1997 and 2023, evaluating reporting quality using a 12-indicator rubric across four …
Perceptions Of Managerial Roles In Physician Leadership Among First- And Final-Year Medical Students: A Cross-Sectional Study Using Mintzberg’S Framework, Sari Huikko-Tarvainen, Timo Tuovinen, Petri Kulmala
Perceptions Of Managerial Roles In Physician Leadership Among First- And Final-Year Medical Students: A Cross-Sectional Study Using Mintzberg’S Framework, Sari Huikko-Tarvainen, Timo Tuovinen, Petri Kulmala
Health Professions Education
Purpose: This study investigated how medical students – as future physicians – perceive the relevance of Mintzberg’s ten managerial roles to physician leadership, and whether these perceptions change throughout medical education.
Method: In 2021, all first‑year (n = 116/116) and 98% of final‑year (n = 107/109) students at the University of Oulu, Finland completed a web‑based survey rating Mintzberg’s ten managerial roles in fulfilling physician leaders’ leadership work on a 5‑point Likert scale. Item reliability and internal consistency were examined with Cronbach’s α. Because Likert data are ordinal, medians and interquartile ranges (IQRs) were calculated, and group differences were tested …
Developing Identity After Goodbye: Social Identity Theory And How Adolescent Survivors Navigate Suicide Loss, Elizabeth Susan Lawton
Developing Identity After Goodbye: Social Identity Theory And How Adolescent Survivors Navigate Suicide Loss, Elizabeth Susan Lawton
Graduate Student Theses, Dissertations, & Professional Papers
Adolescents who lose a loved one to suicide, known as suicide-loss survivors, face a disruption to identity development, a life stage defined by identity formation (Adler et al., 2018) and group belonging (Pittman & Richmond, 2008). Suicide bereavement is complicated not only by grief but also by stigma, which can fracture social ties and undermine self-concept. Social identity theory (SIT) provides a framework for examining how young adults, now ages 18 to 30, reconstruct their social identities after experiencing suicide loss in adolescence. Research in other stigmatized contexts shows that adopting positive in-group identities can buffer against stigma and protect …
Hidden Wounds: Exploring Moral Injury In Childhood Exposure To Domestic Violence, Megan Elizabeth Denny
Hidden Wounds: Exploring Moral Injury In Childhood Exposure To Domestic Violence, Megan Elizabeth Denny
Graduate Student Theses, Dissertations, & Professional Papers
The profound impacts of Childhood Exposure to Domestic Violence (CEDV) have been documented extensively, revealing long-term psychological effects such as the potential development of post-traumatic stress disorder (PTSD) and increased likelihood of future victimization or perpetration of violence. Yet, the concept of moral injury (MI) traditionally explored in military and healthcare contexts, remains significantly underexplored in populations exposed to CEDV. This study examines the relevance of MI among individuals who experienced domestic violence (DV) during their youth. The research focused on two primary aims: (1) to describe the level and variability of moral injury-related distress among adults with histories of …
The Forensic Implications Of Hydrochloric Acid (Hcl) Exposure On Dna Preservation In Human Teeth, Shaelyn Lee Zimmerman
The Forensic Implications Of Hydrochloric Acid (Hcl) Exposure On Dna Preservation In Human Teeth, Shaelyn Lee Zimmerman
Graduate Student Theses, Dissertations, & Professional Papers
Identity is a human right, and forensic anthropological methods are often aimed at returning identity to decedents. Three main pathways are used for the identification of human remains: fingerprints, dental records, and DNA analysis. Identification efforts may be hindered when perpetrators attempt to obscure the victim’s identity. In cases where corrosive substances, such as hydrochloric acid (HCl) are used, dental comparison and fingerprinting often fail and genetic analysis becomes the best chance of achieving personal identification.
Previous studies have shown teeth are an excellent source of DNA. Large, multi-rooted teeth, such as molars, are often preferred because they contain the …
High Potential, Uneven Uptake: Off-Grid Renewables In Agriculture Across The Global South, Muhamad Setyawan Bahari, Destia Mardhotillah
High Potential, Uneven Uptake: Off-Grid Renewables In Agriculture Across The Global South, Muhamad Setyawan Bahari, Destia Mardhotillah
ASEAN Journal on Science and Technology for Development
Reliable energy access is widely recognized as essential for agricultural development, yet adoption of off-grid renewable energy technologies (RETs) in the Global South remains uneven despite their high potential. While RETs are increasingly promoted as solutions to food insecurity and energy poverty, evidence on what enables or constrains their uptake across agricultural contexts remains fragmented. This study systematically reviews 18 peer-reviewed articles published between 2013 and 2025 using the PRISMA framework and synthesizes findings through a PESTEL lens. The literature has expanded in recent years, reflecting growing policy attention to the energy–agriculture nexus, but remains concentrated in Asia and heavily …
Affordable Infill Housing For Zillennials: Enhancing Urban Mobility Through Walkable And Bikeable Access In Jakarta Metropolitan Area, Mewan Indra, Arif Kusumawanto, Agus Hariyadi
Affordable Infill Housing For Zillennials: Enhancing Urban Mobility Through Walkable And Bikeable Access In Jakarta Metropolitan Area, Mewan Indra, Arif Kusumawanto, Agus Hariyadi
ASEAN Journal on Science and Technology for Development
Rapid urbanization in developing countries has intensified housing challenges for younger generations, particularly Zillennials (aged 24–34), who demand affordable, accessible, and sustainable living environments. This study investigates the optimal location for small-scale housing integrated with large-scale developments in the Jakarta Metropolitan Area (JMA), emphasizing mobility as the primary criterion. The research is guided by a conceptual framework that synthesizes compact city principles, the 15-minute city concept, and Zillennial lifestyle preferences, with walkability and bikeability serving as mediating variables. Mobility simulations were conducted using the Urban Modeling Interface (UMI), applying Walk Score parameters to evaluate walking and cycling accessibility. Six simulation …
Impact Of Childhood Trauma On Perceptions Of Health: Examining The Role Of Religiosity As A Protective Factor Among Black And African American Adults, Patrice Penrose
Impact Of Childhood Trauma On Perceptions Of Health: Examining The Role Of Religiosity As A Protective Factor Among Black And African American Adults, Patrice Penrose
West Chester University Graduate Theses, Dissertations, and Final Projects
Purpose: Childhood trauma has detrimental immediate and lifelong impacts on health. Black and African Americans experience higher rates of potentially traumatic events (PTEs) than the general population. Religiosity, a common coping mechanism for many who experience trauma, could serve to moderate the impacts. This study examines whether the importance of religion buffers against the impact of childhood exposure to PTEs on adult perceptions of health and assesses whether social support and/or coping mediate the relationship between religiosity and perceived health.
Method: This study analyzed data from 2,537 Black and African American participants in the National Longitudinal Study of Adolescent to …
Fit Ideal Internalization And Muscularity-Oriented Disordered Eating Among College Women: Examining Social Comparisons And Body Dissatisfaction As Serial Mediators, Nicole Graumann
West Chester University Graduate Theses, Dissertations, and Final Projects
Muscularity-oriented disordered eating (MODE) comprises rigid eating behaviors driven by a desire to be toned and muscular (Cunningham et al., 2021; Murray et al., 2019). While MODE has been widely studied among men, it is increasingly prevalent among women, and it is vital to explore its associated risk factors. In particular, the fit ideal (thin but also toned) is an emerging issue among women’s body image and could be a factor for women engaging in MODE; however, there is limited research exploring this relationship. The present study examined the relationship between the fit ideal internalization and MODE among college women …
Akron Police Department Non-Fatal Shootings, Sarah B. Baumer
Akron Police Department Non-Fatal Shootings, Sarah B. Baumer
Williams Honors College, Honors Research Projects
This project will study the variables that impact disposition status of non-fatal shooting cases in the city of Akron. This research project will be conducted through temporal and spatial analysis of the information gathered from the Akron Police Department. This analysis will identify common factors and patterns throughout the non-fatal shooting cases. This will then follow with in depth research of intelligence led policing articles that provide relevant solutions. The final steps will be identifying and adapting solutions to fit the needs of the Akron Police Department. The final product will include maps, police products and data visualization through Excel.