Digital Commons Network^™

Resilience Training For Healthcare Professionals: A Literature Review, Michelle Dictor

Master's Projects

Purpose: An exploration of various resilience training programs to determine if there is a significant impact on the psychological resilience of health care professionals.
Method: An electronic systematic review using San Jose State University’s OneSearch database search engine was completed. The review contains published research articles between 2011-2022. Nine published articles were reviewed and used for this systematic review.
Results: There is limited data related to resilience training and resources in accredited nursing programs. Resilience training programs are both a feasible and acceptable way of building psychological resilience among interdisciplinary health care professionals.
Conclusion: Mindfulness-based resilience training programs can be …

Effectiveness Of Standardized Vs. Individualized Cancer Treatment Education, Jija Issac

Master's Projects

As the number of cancer diagnoses continues to increase and is expected to keep rising, it becomes imperative to explore avenues to optimize patient education. Research has consistently demonstrated that effective education plays a crucial role in improving patient outcomes. Through my previous experiences in various outpatient oncology infusion centers, I have observed significant variations in the methods employed for delivering patient education across different facilities. In this literature review, I explored the effects of standardized chemotherapy education and individualized chemotherapy education on patients in outpatient oncology clinics. The predominant themes across these studies encompass patient awareness of anticipated symptoms, …

Cultural Perspectives In Pain And Palliative Care, Loan Lagué

Master's Projects

Culturally and linguistically diverse (CALD) patients are constantly challenged by the different levels on which lack of cultural competency or bias occurs in healthcare. This literature review focuses on the healthcare providers’ experiences when providing pain and palliative care to CALD populations and explores the challenges that may result in health inequalities. A review of current literature was conducted using PubMed, CINHAL, Sage Journals, Ovid, and Science Direct electronic databases. Sixteen published articles between 2015-2023 were reviewed. Findings from this review identified factors that induce poor quality palliative, pain, and end-of-life (EOL) care among culturally diverse groups. Improving quality of …

The Effect Of Providing End Of Life Care On The Mental Health Of Critical Care Nurses, Christy Nelson

Master's Projects

Critical care nurses are providing care to acutely ill patients now more than ever and may experience moral or emotional distress due to providing end of life care to their patients. The purpose of this literature review is to determine the mental health effects of a critical care nurse providing palliative end of life care. A literature search using PubMed and CINHAL was conducted and fourteen published articles between 2012-2023 were included in this review. Several interventions were identified which may be useful in decreasing burnout and moral distress in critical care nurses. Overall, nurses experienced the most negative mental …

The Impact Of Utilizing The Eat, Sleep, Console Model On Pharmacologic Interventions And Length Of Stay, Kareena Parks

Master's Projects

Purpose: This systematic review seeks to explore whether utilizing Eat, Sleep, Console (ESC) over the Finnegan Neonatal Abstinence Scale (FNASS) in the neonatal abstinence syndrome (NAS) population decreases length of stay or pharmacological interventions.
Method: Systematic literature review utilizing CINAHL, PubMed and Google Scholar databases.
Results: Utilizing Eat Sleep Console, over FNASS decreased length of stay and pharmacologic intervention.
Conclusions: There is compelling research suggesting a change in NAS treatment from FNASS to ESC with a decrease in length of stay and pharmacologic intervention. However, there is an opportunity for further studies providing higher levels of evidence as the current …

Reducing Catheter-Associated Urinary Tract Infection Rates By Educating Staff On Bundle Interventions, Tirath Kaur

Master's Projects

PURPOSE: Catheter associated urinary tract infection is an undesired burden to the patients and healthcare system. This systematic review explores the published literature and determines the impact of educating nursing staff on the indication of urinary catheter, insertion of foley catheters, maintenance of urinary catheters, and periodical communication between nurses and physicians for changing foley catheters can reduce the CAUTI rates in adult patients in the acute care hospital setting. METHOD: A systemic review was conducted using CINHAL, Science Direct, PubMed, and MEDLINE within the time period of ten years from 2012 to 2022. Eight published articles are reviewed and …

The Effects Of Nursing Bedside Shift Report On Patient Safety And Satisfaction: A Systematic Review Of The Literature, Alyssa Wong

Master's Projects

Introduction: Nursing bedside shift report is a recommended strategy to promote the effective exchange of accurate patient information during the handoff process with the goal of decreasing communication errors and adverse patient events. However, adopting this handoff method into nursing practice has been challenging in the clinical setting. This systematic review aims to understand the rationale behind nursing bedside handoff by identifying the advantages and barriers to implementation and exploring how this affects patient safety and experience.
Methods: A systematic review was conducted by searching through electronic databases and Google Scholar to identify English-language peer-reviewed journal articles published between 2012 …

A Natural Language Processing Approach To Malware Classification, Ritik Mehta

Master's Projects

Many different machine learning and deep learning techniques have been successfully employed for malware detection and classification. Examples of popular learning techniques in the malware domain include Hidden Markov Models (HMM), Random Forests (RF), Convolutional Neural Networks (CNN), Support Vector Machines (SVM), and Recurrent Neural Networks (RNN) such as Long Short-Term Memory (LSTM) networks. In this research, we consider a hybrid architecture, where HMMs are trained on opcode sequences, and the resulting hidden states of these trained HMMs are used as feature vectors in various classifiers. In this context, extracting the HMM hidden state sequences can be viewed as a …

Efficient Video Qoe Prediction In Intelligent O-Rans, Aditya Kulkarni

Master's Projects

Open Radio Access Network (O-RAN) is a platform developed by a collaboration between wireless operators, infrastructure vendors, and service providers for deploying mobile fronthaul and midhaul networks, built entirely on cloud-native principles. The vision of O-RAN lies in the virtualization of traditional wireless infrastructure components, like Central Units (CU), Radio Units (RU), and Distributed Units (DU). O-RAN decouples the above-mentioned wireless infrastructure components into opensource elements, operating consistently with other elements of different vendors in the network. Quality of Experience (QoE) deals with a user’s subjective measure of satisfaction. RAN Intelligent Controller (RIC) in O-RAN provides flexibility to intelligently program …

Deep Learning Neural Machine Translation Conversational Agent, Abhishek Vaid

Master's Projects

Neural Machine Translation (NMT) is a prominent natural language processing technique that is being used to develop conversational AI technology. However, most chatbots do not provide live API features and have list-based scripted responses. Most chatbots are majorly restricted by the training data on which they were trained on and have no knowledge of current events. This research project intends to research and develop an approach to providing live information. We experiment with various techniques in terms of the type of data being used to harness live capabilities. We optimize the hyperparameters that are needed for a Conversational AI agent …

Unlearning Hidden Bias Between Refugees : An Initial Empirical Investigation, Akshay Sunil Gurnaney

Master's Projects

The challenges that refugees in various regions encounter are common knowledge. One such challenge is a bias among refugees on ethnocentric grounds. In particular, there are various articles that have pointed out the struggles faced by Syrian refugees in countries like Europe as a result of implicit bias. In fact, the media coverage of Syrian crises and the government responses to the same shed negative light on the refugees themselves. On the contrary, the media coverage of Ukrainian crises is very different with lesser restrictions from the governments.

This research attempts to identify the extent of implicit bias between Ukrainian …

Enhancing The Queueing Process For Yioop's Scheduler, Gargi Sheguri

Master's Projects

Indexing in search engines is the process of storing information related to crawled pages to facilitate searches. A crucial determinant of the success of a search engine is the efficiency of the indexing process utilized, which greatly affects both the speed and relevancy of search results. Yioop is an open-source web search engine that employs an inverted index strategy, wherein each term is mapped to a list of the documents it appeared in while crawling.

The primary aim of this project is to better the indexing system used by Yioop, and thus improve the quality of the Search Engine Results …

Ensemble Transformer Architecture For Efficient And Real Time Sign Language Translation, Sumeet Ghegade

Master's Projects

Sign language is a form of visual language that uses face expression and hand gestures to communicate thoughts and concepts. The term refers to multiple visual languages that share some common visual cues but differ in their grammar and syntax. Sign language translation (SLT) is a crucial step in closing the communication gap between hearing and hearingimpaired people. The study of SLT using machine learning has gotten a lot of interest during the last three years but despite progress, SLT research is still in its early phases. Most of the previous approaches first convert the signs to glosses and then …

Nuancenet: Comparative Analysis Of Ai In Complex Language Interpretation For Disaster Detection, Pavan Koushik Kommuri

Master's Projects

Disaster Detection using Twitter content is critical for emergency response, but accurately identifying relevant tweets remains challenging due to nuances, informal language, and emotional expressions. This paper presents a comparative analysis between traditional Machine Learning models, Deep Learning models and Large Language Models (LLM) for classifying disaster vs. non-disaster tweets. While existing works have applied pattern recognition and dataset-specific learning, LLMs with their deeper understanding of linguistics and semantics can potentially handle the complexities of tweets more effectively. This study leverages LLMs including Llama2, Mistral, and Falcon, Open AI GPT 3.5, hypothesizing their superior contextual comprehension will excel in tweets …

Serverless Architecture For Machine Learning, Ikshaku Goswami

Master's Projects

Serverless computing is an area under cloud computing which does not require individual management of cloud infrastructure and services. It is the groundwork behind Function as a Service or FaaS cloud computing technique. FaaS provides a stateless event-driven orchestration of functions and services for applications deployed in the cloud, without having to manage the servers and other infrastructure resources. This event driven architecture is being well utilized to manage different web-applications and services. Machine learning can bring a unique challenge to serverless computing, as it involves high-intensive tasks which requires voluminous data. In such a scenario it becomes essential to …

“It Feels Like A Cultural Shift": Parent School Selection And Experiences With School Choice At Title I Schools, Christina Lee Ballantyne

Dissertations

A neoliberal agenda to institute educational reform via school choice has created a school marketplace where parents and schools are connected in a supply-and-demand relationship. Rather than attend the neighborhood school, some parents can seek alternative school options for their children. Although purported to improve educational outcomes and desegregate schools, school choice has not demonstrated increased student academic achievement nor integrated school spaces. Instead, the school choice movement has been seen to contribute to and perpetuate racial and economic segregation. This study sought to understand the perspectives of parents who have selected their neighborhood Title I school and how they …

“The Issue Is Already There; Just Have The Conversation!”: Culturally Sustaining Reflection In The Student Teaching Triad, Hanna M. Asrat

Dissertations

There is a vast demographic mismatch between California’s public school teachers (who are majority White, mono-lingual English-speaking women) and California’s public school students. Though universities responsible for educating preservice teachers often include coursework that attempts to help address this demographic mismatch, such as instruction about Culturally Sustaining Pedagogy, if preservice teachers do not get the chance to practice this pedagogy in their fieldwork placement, they tend to fall into to the two-worlds problem. The two-worlds problem posits that preservice teachers view constructivist and Culturally Sustaining Pedagogies learned at the university as theoretical and incompatible with actual teaching, and so they …

Ethnic Studies Implementation In A K-8 District: Culture, Critical Consciousness And Collective Efficacy, Genvieve Dorsey

Dissertations

This research was a descriptive study in which the researcher explored the beginning phases of Ethnic Studies implementation in a Kindergarten through Eighth grade (K-8) school district in Northern California. Using a social justice lens, and through a review of Ethnic Studies, Collective Efficacy, Critical Consciousness, and School Culture constructs, the researcher attempted to capture and articulate a cultural profile of the school district and the degree to which it aligned to the cultural typologies articulated among Ethnic Studies scholars.The study included the collection of several types of data, including: (1) archival documents; (2) teacher focus groups; and (3) administrator …

How Can I Help You Today? How First-Generation Latinx/A/O Community College Students Perceive Counseling, Isaac Escoto

Dissertations

Latinx/a/o students make up almost half of the California Community College system’s population. However, Latinx/a/o students account for about 15% of three-year completion rates (certificate, degree, or transfer). In support of student success strategies, the literature describes the role of counselors and how they help students navigate the complexities of higher education. This mixed-methods study investigated how community college counseling practices and services are perceived by Latinx/a/o students; and which of those practices and services best supported the success of this student population. Key findings included the importance of counseling services, as well as preferred counseling appointment logistics and topics …

Never Too Young: The Existence, Impact, And Sustainability Of Ethnic Studies In Elementary School, Angela R. Guzmán

Dissertations

Ethnic Studies has existed in higher education for more than fifty years. In high school, critical education researchers have recognized Ethnic Studies as vital to improving attendance, lowering suspension rates, and boosting GPAs for BIPOC students. This has given rise to the recent K-12 Ethnic Studies model curriculum adoption by the State Board of Education, and the signing of Assembly Bill 101, making California the first state to require that all high school students complete a semester-long course in Ethnic Studies. Regrettably, Ethnic Studies continues to be mostly limited to higher education and grades 9-12 in public schools despite research …

The Effect Of Covid-19 On The Decision-Making Processes Of Local School Governing Boards With Regard To Considering And Enacting State And Federal Policies, J Jesus Contreras

Dissertations

The purpose of this study was to examine and analyze the decision-making and policy development of local governing boards acting in response to the challenges of the COVID-19 pandemic. Quantitative and qualitative data was gathered through open-ended items in a mixed-methods survey and through a focus group interview. This research sought to gather governing board members' perceptions about the effects that the COVID-19 crisis had on their decision-making processes with regard to enacting state, federal, and COVID-19 Relief Funds policies. The findings in the study indicate that governing board members’ understandings of state and federal policy were not nuanced enough …

Voice Of The Inaudible: Well-Being Of Chinese American Young Adults, Chinese American Parents’ Parenting Competency, And The Correlation Of The Two, Diana Huang

Dissertations

Violence against Asian Americans since the beginning of the COVID-19 pandemic has become a national crisis in the United States. Racism against Asian Americans in the country, however, has been deep-rooted since the nineteenth century. Chinese American adolescents, who are susceptible to identity crisis as young adults and confront racial discrimination as a minority race, face distressing challenges. It is critical to inquire into their lived narratives and hear their voices. The author investigated the early life experiences of nine Chinese Americans and identified how racial identity is shaped at a young age with negative external inputs, as well as …

Measuring High School Counselor Beliefs On The Importance Of Mtmdss Universal Supports Since Covid-19, Ryan J. Carter

Dissertations

The U.S. onset of the COVID-19 pandemic in 2020 brought immediate and unprecedented disruption to California secondary education. High school students in California have endured varying degrees of uncertainty, hardship, and trauma, with the full extent of impacts on students not yet known. California high school counselors, faced with the dilemma of how to support student needs effectively and equitably during COVID-19, have looked to the state as well as professional organizations for guidance on best support practices. Multi-tiered support frameworks, such as MTSS and MTMDSS have emerged as prominent pandemic response recommendations and are being implemented throughout California. The …

Twitter Bot Detection Using Nlp And Graph Classification, Warada Jayant Kulkarni

Master's Projects

Social media platforms are one of the primary resources for information as it is easily accessible, low in cost, and provides a high rate of information spread. Online social media (OSM) have become the main source of news information around the world, but because of the distributed nature of the web, it has increased the risk of fake news spread. Fake news is misleading information that is published as real news. Therefore, identifying fake news and flagging them as such, as well as detecting sources that generate them is an ongoing task for researchers and OSM companies. Bots are artificial …

Oriental Research Institute & Manuscripts Library, Kerala: A Case Study, Sarita Somarajan, S Mohammed Esmail Dr

Library Philosophy and Practice (e-journal)

The Oriental Research Institute & Manuscripts Library, University of Kerala, houses the treasures of ancient knowledge in India. It has come in to existence out of royal interest. The kings of Travancore, as a rule, were valorous as well as lovers of art and literature. Srimulam Thirunal was mainly responsible for the spread of Oriental literature throughout the world. It was he who instituted the department for the publication of manuscripts which in due course grew into the present institution. It is located at Kariavattom, Thiruvananthapuram, Kerala. Its origin goes back to the illustrious Maharaja of Travancore, Swati Tirunal (1829-1846). …

Influence Of Advocacy And Awareness Programmes On Use Of Digital Library Resources And Services By Postgraduate Students In Three Federal Universities In South-West, Nigeria, Temitope Abegunde, Olalekan Abiola Awujoola, Mary Love Bamidele

Library Philosophy and Practice (e-journal)

Digital Library Resources and Services (DLRS) are the modern advancement in information technology. These resources help to get precise and current information, especially for postgraduates who depend largely on digital resources for information to enhance their leaning, research as well as to collaborate with other scholars all over the globe for intellectual advancement. Many federal universities do not organise effective awareness and advocacy programmes to get enough digital library resources by postgraduates. Thus, this study investigates advocacy and awareness programmes on use of digital library resources and services by postgraduates in federal universities in South-west, Nigeria. The descriptive survey design …

Adoption And Use Of Plagiarism Software By Postgraduate Students In Universities In South-West, Nigeria, Olusegun Adebayo Opesanwo, Hannah Okon Anwana

Library Philosophy and Practice (e-journal)

Over the years, there has been an increase awakening on plagiarism and the need to curb it, especially among postgraduate students. Hence, the need for them to have a good knowledge of plagiarism software.

This study investigates the adoption and use of plagiarism software among postgraduate students in universities in South-west Nigeria. Employing a survey research design and random sampling, thirty-four postgraduate students from each of the universities were selected.

The findings of the study revealed a moderate level of awareness among the respondents regarding the availability of plagiarism software. The frequency of use was also found to be low, …

An Analysis Of The Co-Occurrence Of Keywords On The Topic Sustainable Development Of Libraries: A Scientometrics Analysis, Komal Gupta

Library Philosophy and Practice (e-journal)

Purpose: The aim of this study is to investigate the co-occurrence of keywords related to the sustainable development of libraries. VOSviewer, one of the analysis tools used in this paper, can assess complex networks depending on the degree of connectedness between projects. The concept of sustainable library development is gaining popularity all over the world, and keyword co-occurrence analysis is an effective method for determining how certain research trends are developing fields. In addition, efforts are made to calculate the growth rate of literature, look at the top 10 publishers, nations, and languages with the highest number of pieces.

Methodology: …

Open Educational Resources: Prospects And Challenges To Academic Staff In Two Private Universities In Delta State, Nigeria, Ivwighreghweta Oghenetega Dr., Esharedede Oghenedoro Gideon, Mr.

Library Philosophy and Practice (e-journal)

Open educational resources (OER) are being utilised more often to support pedagogical objectives and learning requirements in higher education institutions all over the world. The OER: opportunities and difficulties for academic staff at private institutions in Delta State, Nigeria were the subject of this research. For this study, the descriptive research design was used. The goal of the research is to determine the extent of academic staff use of OERs, the reason for such usage, the advantages associated with that usage, and the obstacles that academic staff face in using OERs. The study's findings revealed that both institutions' academic staff …

Reading Habits Of Students In The Digital Era: A Case Of Uganda College Of Commerce, Tororo, Susan Nattembo, Joyce Bukirwa

Library Philosophy and Practice (e-journal)

Purpose

This study, carried out at Uganda College of Commerce, Tororo Uganda examined the reading habits of students in the digital era in order to propose strategies for enhanced library and information services provision.

Design/methodology/approach

This study utilized cross-sectional survey design with mixed-methods approach. Data were collected using questionnaire and interview. Quantitative and qualitative data analysis was performed using the Statistical Package for Social Scientists (SPSS) and thematic analysis respectively. The study population two hundred forty-two students and 15 staff members of Uganda College of Commerce, Tororo.

Findings

It was established that students at Uganda College of Commerce, Tororo mostly …