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Machine Learning Crime Prediction Models And The Gap Between Research And Implementation: A Systematic Review, Ricardo Huamantingo, Miguel Cano-Lengua, Ciro Rodriguez

Karbala International Journal of Modern Science

A crime is an illegal or violent act committed by one individual against another. The increasing crime rate has become a major concern as it negatively affects people's quality of life and generates significant social and economic costs. This study aims to identify the most widely used machine learning (ML) models for crime prediction, determine evaluation metrics for assessing model performance, and analyze key data characteristics to enhance real-world implementation. The study follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. A search string was formulated using the population, intervention, comparison, and outcomes (PICO) framework and applied …

Psilostachyin B As Potential Immune Checkpoint Inhibitor Targeting Ctla-4 And Pd-L1 In The Development Of Cancer Immunotherapy: A Computational Investigation, Moh Dliyauddin, Nabila Shafa Yumna Salsabila, Noviana Dwi Lestari, Sapti Puspitarini, Mansur Ibrahim, Sri Rahayu, Muhammad Sasmito Djati, Muhaimin Rifa’I

Karbala International Journal of Modern Science

Immunotherapy is a promising treatment approach by targeting immune checkpoints such as CTLA-4 and PD-L1 to overcome cancer progression. The utilization of Curcuma longa and Phyllanthus niruri as potential immune checkpoint inhibitors offers an alternative cancer therapy. Computational analyses including molecular docking and molecular dynamics with validation using Molecular Mechanics/Poisson-Boltzmann Surface Area (MM-PBSA), Dynamic Cross-Correlation Matrix (DCCM), and Principal Component Analysis (PCA), were performed in this study. Results show that Psilostachyin B is the most promising inhibitor candidate against CTLA-4 and PD-L1, with binding affinity values of -6.9 and -6.8 kcal/mol, respectively. Molecular dynamics simulation results indicated that Psilostachyin B …

Public Safety In Smart Cities: An Experimental Study To Monitor And Record Vehicles’ Movements, Ali A. Albar, Mirza A. Baig

Yanbu Journal of Engineering and Science

This research addresses the critical issue of enhancing public safety in smart cities, with a particular focus on industrial cities in Saudi Arabia. Despite the advanced infrastructure and high safety standards in industrial cities, there are safety challenges, particularly the vulnerability of residential properties to burglaries during holidays and extended breaks. To mitigate these risks, the research proposes leveraging existing infrastructure to implement surveillance systems that monitor vehicle movements using RFID technology and smart sensors, thereby enhancing safety, supporting law enforcement in crime detection, and protecting local communities. The study also acknowledges the reduced social interaction often associated with the …

Monitoring The Degradation Of Methylammonium Lead Iodide Perovskite Thin Films By Uv Exposure, Addison Dau, Ethan Dale, James Heyman

Macalester Journal of Physics and Astronomy

This project involved lead-halide perovskite thin films, a promising novel solar cell material. The goal was to monitor the composition of the samples during degradation from blue light exposure using vibrational spectroscopy. IR and THz spectroscopy measured the composition of the samples in-situ between periods of blue light exposure, probing the N-H and Pb-I vibrational modes. Plotting MA and MAPI concentrations versus blue light exposure showed that the MA and MAPI concentrations initially decreased in a gradual linear fashion until a threshold photon flux where both vibrational absorption bands simultaneously collapsed. This suggests that there is a discontinuous change in …

Prophetic Reuse And Chronotope: The Reuse Of Prophecies And The Representation Of Time And Space In Daniel 10–12, Felipe A. Masotti

Andrews University Seminary Studies (AUSS)

This is a dissertation abstract.

The Bond Of Peace: Restoring Souls In Worship Amid Culture War And Moral Suffering, Steve Yeagley

Andrews University Seminary Studies (AUSS)

Jeremiah’s critique of war as false worship challenges popular Christianity’s support of American war culture. While primarily expressed as American militarism, war culture also manifests in the rhetoric of culture wars. Adding to the division and violence that the nation’s culture wars can fuel is their potential to inflict moral suffering. Emerging discourses of moral distress and injury suggest that, like wartime environments, culture wars may exact a spiritual toll. Unlike the militant liturgies of war culture, Christian worship can address this moral suffering. When acknowledged in worship through witness and lamentation, moral distress and injury offer a prophetic critique, …

The Clarity And Obscurity Of Inspired Writings: A Historical Survey From Late Antiquity To Early Nineteenth- Century America, Denis Kaiser

Andrews University Seminary Studies (AUSS)

Throughout Christian history, pastors, scholars, and church leaders have discussed whether, or to what extent, Scripture is clear or obscure. This article surveys the views on the clarity and obscurity of Scripture as advocated by Christian writers in five eras from late antiquity to early nineteenth-century America. Writers in the Protestant tradition have generally objected to the common notions among Roman Catholics that Scripture is obscure, consists of a four-fold sense, and that normative teaching authority is in the hands of the magisterium. Lutheran, Reformed, and Pietist scholars have generally emphasized the importance of having an educated clergy that understands …

Tantalizing Fragments Of A Larger Linguistic Tapestry: Exploring Nala Lambë, Mago/Magol, And The Dunlendish Languages In Tolkien's World-Building, Andrew Higgins

Journal of Tolkien Research

In this paper I pluck three leaves from my current research on Tolkien’s Tree of Middle-earth language invention - – Nala Lambë, Mago/Magol, and Dunlendish (also known as the Dunland Tongue). These lesser-known languages, despite their incomplete nature or "orphaned" status, underscore Tolkien's unwavering commitment to linguistic realism and the integral role of language in his sub-creation and world-building. They exist as both individual enigmatic leafs as well part of much larger tree of Tolkien’s linguistic world-building.

Exploring Coaching Leadership Behaviours In Strength And Conditioning Coaching: Preferences Of Ncaa Division I And Ii Collegiate Student-Athletes Based On Task Variability, Severiano Tiberi, Jeremy Moody, Steve Cooper, George Jennings, Joseph I. Esformes

Journal of Athlete Development and Experience

This study aimed to explore collegiate student-athletesˈ preferences of coaching leadership behaviours in strength and conditioning coaching and evaluate differences between the student-athletesˈ preferences of behaviours based on task variability. In total 145 National Collegiate Athletic Association student-athletes (closed sports athletes = 51, open sports athletes = 94) completed an electronic questionnaire involving the athletesˈ preference version of the Revised Leadership Scale for Strength and Conditioning. Results revealed that the most favoured behaviour was ˈtraining and instructionˈ, whilst the least favoured was ˈautocraticˈ. Similar results were observed for closed and open sports groups, though closed sports athletes preferred ˈtraining and …

Mentoring Of Para-Athletes And Its Impact On The Preparation Process For The 2020 Paralympic Games, Irina Perfilova, Joshua R. Pate, Robin Hardin

Journal of Athlete Development and Experience

Many factors contribute to successful athletic performance, and athletes have reported that mentors have played a vital role in their athletic performance as well as their personal development. Mentoring relationships can have a transformative impact on people’s lives, and mentored athletes, either by peers or coaches, have higher levels of dedication, confidence, and individual performance. Having a mentor is critically important during unexpected challenges in life such as was the case with the extraordinary uncertainty for para-athletes during the postponement of the 2020 Paralympic Games. The purpose of this study was to explore how mentoring aided para-athletes’ navigating the challenges …

Development And Transition In Crisis: The Impact Of The Covid-19 Pandemic On Division I College Athletes, Grace Kazmierski-Davie, Khalid Ballouli

Journal of Athlete Development and Experience

The aim of this study is to explore how Division I college athletes made meaning of their experiences during the onset of the COVID-19 pandemic in spring 2020. Though existing literature details various athlete transitions, there is limited knowledge about how athletes navigate unprecedented disruptions like a global pandemic. This qualitative study employed semi-structured interviews to gather in-depth data. The study included a diverse sample of 19 college athletes, ranging from freshmen to seniors, representing various sports and academic levels. Findings revealed that athletes employed diverse strategies to maintain readiness and mental sharpness, reflecting both proactive and reactive coping mechanisms. …

Mrs. Sen’S Sense Of Cooking In Jhumpa Lahiri’S Interpreter Of Maladies, Fatma Yalvaç, Meryem Ayan

Khazar Journal of Humanities and Social Sciences

Mrs. Sen’s is one of the short stories in Jhumpa Lahiri’s short story collection Interpreter of Maladies (1999). In Mrs. Sen’s, Lahiri narrates the story of an Indian woman immigrating to a new country due to her husband’s occupation. Mrs. Sen has to leave her motherland and start a new life in a foreign country. She faces some difficulties in adapting to her new life away from India. For Mrs. Sen, the days, after moving to a foreign land, are surrounded by homesickness and loneliness. It can be observed that her reactions to these feelings are closely related to …

The State And Erosion Of The Civic Space In Nigeria’S Democracy, 1999–2023, Al Chukwuma Okoli, Elias Chukwuemeka Ngwu, Francisca Nkemdilim Onah

Khazar Journal of Humanities and Social Sciences

Nigeria’s experience with democratic rule since 1999 has been somewhat contradictory. Rather than a widening of the civic space for robust citizen participation, there have been sustained attempts by the state to suffocate the civic space by stifling differing viewpoints. The government has led the process by securitizing the civic space, criminalizing civil dissent, and politicizing civil society platforms. Although there appears to have been a global trend towards the shrinking of the civic space, the situation in Nigeria has been typically enervating for fostering the democratic culture. Sequel to this, this paper examined the state of the civic space …

The Development And Psychometric Properties Of Climate Change Awareness Scale Among Higher Education Students, Şuay Nilhan Açikalin, Şefika Şule Erçeti̇n, Nihan Potas, Mehmet Sabir Çevik

Khazar Journal of Humanities and Social Sciences

Higher education has a pragmatic and educational approach to mitigating climate change and solving environmental challenges by enhancing awareness. Therefore, the study aims to develop a scale in a survey model to measure higher education students' awareness of climate change. The study group comprises higher education students enrolled at Public Universities in Ankara during the 2023-2024 academic year. For data analysis, exploratory factor analysis, confirmatory factor analysis, convergent and divergent (discriminant) validity, item analysis, and reliability analysis were employed. The scale was rigorously validated through exploratory factor analysis, confirmatory factor analysis, and other measures. As a result of the exploratory …

Full Issue: The International Undergraduate Journal Of Health Sciences, Volume 5, Issue 1, July 2025

International Undergraduate Journal of Health Sciences

Full Issue: The International Undergraduate Journal of Health Sciences, Volume 5, Issue 1, July 2025.

Screening For Bullying In A Middle School Setting, Paige Bernau

Dissertations

Problem: Bullied youth are two and a half times more likely to experience depression and three times more likely to experience anxiety and suicidal ideation than their peers (Li et al., 2024). Schools represent a key access point for mental health support and treatment for youth (Duong et al., 2020). Despite this, schools typically do not have formal bullying screening integrated into student support services.

Methods: This program evaluation used a descriptive, observational design to evaluate a bullying screening program in a suburban middle-school. This program used the California Bullying Victimization Scale (CBVS) to assess for bullying victimization (BV) followed …

Implementation Of A Human Papillomavirus Vaccination Toolkit Postpartum, Eriola Arapi

Dissertations

Problem: Despite strong recommendations from the Centers for Disease Control and

Prevention (CDC, 2021) for HPV vaccination in individuals aged 9 to 26, postpartum women

are often overlooked as a target population. Every year in the U.S., oncogenic human

papillomavirus (HPV) infection causes approximately 330,000 cases of precancerous cervical

dysplasia and 12,000 cases of cervical cancer, the most common female cancer attributable to

HPV (Wang et al., 2024). Many providers miss the opportunity to offer the vaccine during the

postpartum hospital stay and the six-week visit—when patients are insured, motivated, and

more accessible.

Methods: This quality improvement (QI) project used …

Implementation Of An Evidence-Based Postpartum Depression Screening Tool In A Level Iv Neonatal Intensive Care Unit, Morgan A. Takacs

Dissertations

Problem: Postpartum depression (PPD) affects up to 40% of mothers with infants admitted to the Neonatal Intensive Care Unit (NICU), yet many remain undiagnosed due to the absence of standardized screening protocols. Early identification and referral to Perinatal Behavioral Health Services (PBHS) is critical to support maternal well-being and improve neonatal outcomes.

Methods: This evidence-based quality improvement project utilized a descriptive and correlational design to evaluate the impact of implementing the Patient Health Questionnaire-8 (PHQ-8) for PPD screening among mothers of infants born ≤ 32 weeks’ gestation in a Level IV NICU. A convenience sample of 29 mothers received the …

Evaluation Of A Behavioral Response Team To Decrease Use Of Violent Restraint, Katherine Skrade

Dissertations

Abstract Introduction: The purpose of this Quality Improvement project was to evaluate the implementation of the Behavioral Assessment and Response Team (BART) and evaluate its effect on occurrence and duration of violent restraints on non-psychiatric floors in a pediatric hospital. This QI project also aimed to correlate the use of the Broset Violence Checklist (BVC) to the utilization of the BART as a means of predicting patient escalation, as well as to assess the effect of booster education on the BVC and BART on bedside staff confidence in utilization of these resources.

Methods: Data was collected across three time periods: …

Implementing A Standardized Protocol To Screen For Depression In A Gastroenterology Outpatient Clinic, Catherine M. Karle

Dissertations

Problem: There is a lack of mental health screenings for depression taking place in outpatient gastrointestinal (GI) clinics. Outpatient gastrointestinal (GI) offices are not consistently screening patients for depression despite a rise in depression rates and the known adverse impact depression can have on the GI tract.

Methods: This Quality Improvement (QI) study used a descriptive research design guided by the Johns Hopkins Nursing Evidence-Based Practice (JHNEBP) Model. Its purpose was to implement a 10-week PHQ-2/PHQ-8 depression screening protocol at a large midwestern health center's gastroenterology outpatient clinic. The study used purposive sampling, including all GI outpatients aged 18+ with …

Palliative Care Beyond Cancer: The Use Of The P-Cares Tool, Breslin E. Meyer

Dissertations

Emergency Departments (EDs) often lack the necessary resources and protocols to provide comprehensive palliative care, resulting in inadequate pain and symptom management (Stoltenberg et al., 2022). This study investigates the potential transformative impact of a palliative care consultation on patients with advanced disease who screen positive using the validated P-CaRES tool. The PICOT questions: Will patients with end-stage COPD, CHF, and or other chronic conditions benefit from P-CaRES screening in the emergency department over nine weeks and receive more palliative care consultations from their primary care providers?

This project was conducted over 9 weeks, utilizing convenience sampling to select 20 …

Report Of The Special Rapporteur On The Implications For Human Rights Of The Environmentally Sound Management And Disposal Of Hazardous Substances And Wastes, Marcos Orellana - Military Activities And Toxics, Marcos Orellana

PEEL Faculty Scholarship

Implications for human rights of the environmentally sound management and disposal of hazardous substances and wastes

Note by the Secretary-General

The Secretary-General has the honour to transmit to the General Assembly the report of the Special Rapporteur on the implications for human rights of the environmentally sound management and disposal of hazardous substances and wastes, Marcos Orellana, in accordance with Human Rights Council resolution 54/10.

From The Sidelines To The Courtroom: Nfl Coaches And Anti-Tampering Policy In Wake Of Ftc's Non-Compete Ban, Ruslan Aminov

Jeffrey S. Moorad Sports Law Journal (1994 - )

No abstract provided.

Ldt Fda Ruling: A Conundrum For Laboratories Across The Usa, Charma Henry

MSMLS Capstone Projects

Abstract

In the article “The Future of Laboratory Medicine Understanding the New Pressures," author Mauro Panteghini expresses that the clinical laboratory has always undergone significant changes due to technological advances and external economic pressures. “Laboratories are indeed an easy target for economic restrictions and limitations due to their technological characteristics.” (Panteghini, 2004, pg. 205) Though these words were written over 20 years ago, no more valid words have been spoken in light of the newest pressure all laboratories face with the new LDT regulation set by the FDA.

This regulation places drastic economic pressure on laboratories to pay the FDA …

Habsburg Ruthenian/Rusyn Identities Part Ii: Where Are The Michigan Ruthenians?, Robert Goodrich

Upper Country: A Journal of the Lake Superior Region

Ruthenians overwhelmingly came to Michigan between 1900 and 1914 as citizens of the Austro-Hungarian Monarchy, where their ethnic (national) status was officially recognized and protected (at least formally). Their distinct identity was built around their Rusyn language, Ruthenian Rite Catholicism, connection to a cultural territorial homeland along the Carpathians (Ruthenia), and an overwhelmingly peasant-based village life generally led by sacerdotal families. However, the lack of a single administrative focus within the Monarchy’s multi-ethnicity meant that Ruthenians always showed a high degree of regional variation. With the collapse of the Monarchy in 1918, the polyvalent centrifugal tendencies rapidly accelerated so that …

Increasing Access To Asthma Education Through Digital Technology And Surveying Preferences Of Children And Families, Corrin E. Brockschmidt

Dissertations

Abstract

Asthma is a chronic respiratory condition impacting approximately 4.6 million children, with high rates of uncontrolled cases in Missouri. This quality improvement project aimed to explore the use of a digital media system to provide asthma education to children and families receiving care in a rural pediatric pulmonology clinic aged 6 months- 21 years of age; and to assess preferred media format, priority topics, and knowledge gained from exposure to digital educational materials. Utilizing a prospective cohort design, families completed a pre-survey to identify educational preferences and tailored digital asthma education through the use of Patient Education Genius (PEG). …

Implementation Of A Nurse-Driven Process To Decrease Npo Times In A Geriatric Emergency Department, Luke D. Little

Dissertations

Prolonged nil per os (NPO) status for geriatric patients in the emergency department is a critical safety issue, leading to increased rates of delirium, hypoglycemia, and perioperative complications. A quality improvement project was designed to address this problem through a targeted, nurse-driven intervention. In geriatric patients (age ≥70) in a geriatric emergency department, this project aimed to determine if implementing an electronic health record (EHR)-prompted nursing workflow to obtain a diet order would reduce the length of time patients were kept NPO compared with standard practice. An EHR documentation tool was designed and implemented along with targeted nursing education sessions …

Transportation: A Barrier To Healthcare Access Among Disabled, Older Adults With Diabetes And Hypertension In Rural Areas, Anne G. Mwangi-Amann

Dissertations

Problem: Transportation is essential for health service utilization (clinic appointments, diagnostic services, and picking up medications from the pharmacy (Hansmann & Razon, 2024). Shekelle et al. (2022) in their systematic review and meta-analysis indicated that the U.S. rural population is 60 million. Rural areas continue to experience transportation as a significant barrier to health, a key social determinant of health. It causes delayed or foregone care in approximately 3.6 million people annually, resulting in more than 25% of missed appointments. Methods: This quality improvement project utilized a descriptive and observational design. A convenience sample of Medicaid patients receiving care at …

Bowel Regimen Protocol Implementation For Pediatric Patients Following Cardiac Surgery, Eryn Watson

Dissertations

Problem: Pediatric patients with congenital heart disease (CHD) are at an increased risk of constipation following cardiac surgery, which contributes to complications and delays in recovery. Standardized protocols are effective tools for prophylactic management of constipation. However, there is no current standardized protocol in place for postoperative bowel management in a pediatric cardiac intensive care unit (CICU).

Method: This quality improvement project (QI) used a descriptive design with pre- and post-implementation data collection to evaluate the effects of a postoperative bowel regimen protocol on constipation rates and compliance with ordering prophylactic bowel regimens. Convenience sampling was used to identify patients …

Exploring Exemplary Leadership Practices Of Elementary Principals, Latoya R. Gray

Walden Dissertations and Doctoral Studies

There is insufficient understanding regarding the educational leadership practices that have enabled one elementary school, out of 23, to achieve continuous school improvement in ELA and mathematics in Grades 3–5 over 3 consecutive academic years. Although all schools in the district implemented a uniform curriculum, the study site consistently increased the percentage of students scoring proficient or above in both subjects during 2022, 2023, and 2024, as measured by the state end-of-grade assessment. This qualitative single-case study explored how an elementary principal in a suburban Georgia district achieved continuous improvement through distinctive leadership practices. Grounded in Kouzes and Posner’s framework …