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Analyzing Environmental Education In Northern Mississippi And Its Impact On Student Outcomes, Vishnu S. Gadepalli May 2027

Analyzing Environmental Education In Northern Mississippi And Its Impact On Student Outcomes, Vishnu S. Gadepalli

Honors Theses

This thesis examines environmental education in public high schools in northern Mississippi, investigating how educators describe its presence, delivery, and institutional support in communities disproportionately burdened by environmental harm. Seven semi-structured interviews were conducted with high school teachers across four northern Mississippi schools, transcribed verbatim, and analyzed through iterative thematic coding under Institutional Review Board approval. Five themes emerged: opportunistic curricular integration, time and standards as overriding structural constraints, passive institutional support, student receptivity tempered by limited awareness, and significant variation across school contexts with one magnet school as a clear outlier. The study concludes that environmental education in these …


Social Emotional Learning (Sel) For Secondary English Language Learners (Ells), Summer E. Wallace Apr 2027

Social Emotional Learning (Sel) For Secondary English Language Learners (Ells), Summer E. Wallace

Honors Projects

This literature review and unit plan seeks to understand what Social Emotional Learning (SEL) is and provide resources to educators on its importance in the classroom. The literature review provides an overview of peer-reviewed sources from various educational journals, as well as online publications. It also contains interviews with two educators currently in the field. This project examines the benefits of SEL within the classroom and beyond, and proposes steps and considerations for implementing SEL into the classroom. It also includes specific provisions for SEL instruction to secondary English Language Learners (ELLs). Additionally, it discusses specific strategies to implement in …


Using Randomization To Compare Ai And Expert-Generated Formative Assessment Questions In Medical Education, Akshat Kumar, Katie Stinson, Litao Wang, Elizabeth Nugent, Yongsu Lee, Mark Hormann, Latanya Jones Love, Toufeeq Ahmed Syed Dec 2026

Using Randomization To Compare Ai And Expert-Generated Formative Assessment Questions In Medical Education, Akshat Kumar, Katie Stinson, Litao Wang, Elizabeth Nugent, Yongsu Lee, Mark Hormann, Latanya Jones Love, Toufeeq Ahmed Syed

Faculty, Staff and Student Publications

Background: AI-generated content is being used across the education spectrum and is beneficial for creating complex multiple-choice questions, such as those used in medical education. However, evaluating AI-generated content is challenging, and existing testing and evaluation methods are falling short. This study uses randomization to compare medical students' performance on and subjective evaluation of AI versus expert-generated questions. We hypothesized that there would be no difference in student performance or subjective evaluation of AI vs expert-generated questions.

Methods: We designed a single-center, randomized study where medical student participants received either one AI- or expert-generated question per day over four weeks. …


The Unacknowledged Challenge Of Moral Distress For Nurse Academics, Adam Burston, Glenna Mae Guiriba, Meena Gupta, Sara Bayes Nov 2026

The Unacknowledged Challenge Of Moral Distress For Nurse Academics, Adam Burston, Glenna Mae Guiriba, Meena Gupta, Sara Bayes

Research outputs 2022 to 2026

The pluralistic nature of healthcare presents nurses with situations challenging their moral values which nurses must navigate. Challenges to moral values can result in the experience of moral distress, a problem that is common within the clinical nursing context. Moral distress is a known and well-researched phenomenon within nursing and has long contributed to detrimental effects such as frustration, anger, anxiety, decreased job satisfaction, burnout and ultimately attrition. However, despite extensive research in clinical environments, minimal research exists detailing this concept within the context of nursing academics and educators. Nurses can experience moral distress if they are in or exposed …


The Importance Of A Gay Or Lesbian Community When Job Seeking – Psychological And Demographic Factors, Mark X. James, Zhimin Hu Oct 2026

The Importance Of A Gay Or Lesbian Community When Job Seeking – Psychological And Demographic Factors, Mark X. James, Zhimin Hu

Journal of Business, Industry, and Economics

In this study, sexual orientation disclosure, impression management, neuroticism, education, and age are statistically significant predictors of the importance of a gay and lesbian community when seeking a job in a new city. Internal locus of control was not a statistically significant predictor of the importance of a gay and lesbian community when seeking a job in a new city. This research potentially offers insights into other minority or stigmatized groups, suggesting that when those individuals are seeking jobs in a new city, a supportive community may be an important decision factor. From a human resource perspective, diversity and a …


Foreign-Born Latinos In Massachusetts: Economic Lifeline, Policy Crossroads, Phillip Granberry, Rafael M. Pérez Medina, Florita Coto Tristán Oct 2026

Foreign-Born Latinos In Massachusetts: Economic Lifeline, Policy Crossroads, Phillip Granberry, Rafael M. Pérez Medina, Florita Coto Tristán

Gastón Institute Publications

This report provides a descriptive snapshot of selected demographic, economic, educational, and social indicators of foreign-born Latinos in Massachusetts. In 2024, there were 467,751 foreign-born Latinos in Massachusetts. Of this population, 64.8% are noncitizens, and FOREIGN-BORN LATINOS IN MASSACHUSETTS: Economic Lifeline, Policy Crossroads The Mauricio Gaston Institute for Latino Community Development and Public Policy 175,000 have an irregular immigration status. The state has a greater share of foreign-born residents (18.8%) than the United States as a whole (14.8%), and the same trend occurs for Latinos, as Massachusetts Latinos are 40.7% foreign-born, while the country’s Latinos are 33.9% foreign-born. At the …


Early Hands-On Surgical Exposure: Outcomes Of A Student-Led Surgical Externship Program For Preclinical Students, Meryem C. Guler, Elizabeth Spitz, Jennifer E. Geller, Talar Tatarian, Renee Tholey Oct 2026

Early Hands-On Surgical Exposure: Outcomes Of A Student-Led Surgical Externship Program For Preclinical Students, Meryem C. Guler, Elizabeth Spitz, Jennifer E. Geller, Talar Tatarian, Renee Tholey

Department of Surgery Faculty Papers

Objective: Early surgical exposure may potentially influence medical students' decision to pursue a surgical career. At our urban, academic medical school, senior medical students developed a Surgical Externship Program (SEP) to provide first-years with hands-on OR experience. This program is a structured 1- to 2-week immersive experience in which first-year students scrubbed into operations, participated in rounds, and engaged with surgical teams under resident and attending supervision. This study evaluates the SEP's impact on surgical interest, OR confidence, and clinical exposure.

Setting: Academic tertiary care hospital.

Participants: First-year medical students.

Design: First-year students participated in a 1- or 2-week SEP …


Fostering Meaningful Relationships In Middle School Music Ensembles And The Impact On Student Retention, Michael Andrew Murphy Sep 2026

Fostering Meaningful Relationships In Middle School Music Ensembles And The Impact On Student Retention, Michael Andrew Murphy

Doctoral Dissertations and Projects

Although participation in music ensembles varies from school to school in the United States, many directors struggle to retain, let alone grow, the number of members that comprise their performance ensembles. This is often the result of scheduling, time constraints, financial obligations, and understanding the needs of student engagement. The purpose of this qualitative, ethnological study is to explore the impact of fostering meaningful relationships in middle school music ensembles and what role those relationships play in the retention of students. This study also investigates how students and teachers determine the meaningfulness of their relationships, the importance of those relationships …


Re-Education On Chlorhexidine (Chg) Bathing Protocol Affects Patient Chg Bathing Compliance And Surgical Site Infection (Ssi) Rates, Mary Samantha Ross Sep 2026

Re-Education On Chlorhexidine (Chg) Bathing Protocol Affects Patient Chg Bathing Compliance And Surgical Site Infection (Ssi) Rates, Mary Samantha Ross

Doctoral Dissertations and Projects

Surgical site infections (SSI) are considered a hospital-acquired infection, leading to increased hospital length of stay (LOS), readmission rates, increased cost, morbidity, mortality rates, and poor postoperative outcomes. The literature review demonstrated the benefits of preoperative Chlorhexidine (CHG) bathing, but called for standardized protocols, improved education, and patient compliance. Research and clinical experience supported the need for improved patient compliance with CHG bathing. Consistent SSI rates even after protocol changes called for re-education of nursing staff in addition to addressing patient compliance issues. Therefore, providing re-education on the updated protocol, which addresses patient compliance issues, can lead to a reduction …


Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner Sep 2026

Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner

Upjohn Institute Working Papers

Employers commonly use open-ended questions in hiring, but usually responses aren’t recorded, and knowledge about the usefulness of such responses is limited. This study investigates properties of written responses to open-ended questions collected over many years via an application tracking platform that school districts use to hire teachers. We develop a scalable process to discover topics within the corpus of responses to each question and then to classify each response with respect to the topics while preserving interpretability and transparency. It adapts a traditional qualitative topic modeling approach, Inductive Thematic Analysis, to best combine the strengths of researcher judgment and …


The Columbus Promise: Three-Year Pilot Evaluation Report, Michelle Miller-Adams, Kyle Huisman, Kevin Hollenbeck, Bridget Timmeney Sep 2026

The Columbus Promise: Three-Year Pilot Evaluation Report, Michelle Miller-Adams, Kyle Huisman, Kevin Hollenbeck, Bridget Timmeney

Reports

The Columbus Promise is a place-based, tuition-free college program designed to expand postsecondary access and economic mobility for graduates of Columbus City Schools. Launched with the high school class of 2022, the three-year pilot provides tuition support at Columbus State Community College (CSCC), a $500-per-semester stipend, and dedicated coaching and academic services. This evaluation, conducted by the Upjohn Institute for Employment Research, examines outcomes for all three cohorts (2022, 2023, and 2024), using administrative data, a comparison group of Columbus City Schools graduates from 2017–2021, regression-adjusted estimates of academic outcomes, and a synthetic difference-in-differences analysis of overall college enrollment. Findings …


Use Of Simulation In Interprofessional Education In U.S. Physical Therapist Programs: A Multiple Case Study, Sarah Ross Sep 2026

Use Of Simulation In Interprofessional Education In U.S. Physical Therapist Programs: A Multiple Case Study, Sarah Ross

Internet Journal of Allied Health Sciences and Practice

Purpose: Interprofessional education (IPE) is a cornerstone of healthcare professional education, facilitating professions learning about and with each other. Simulation-based learning (SBL) is teaching and learning modality that is frequently used to incorporate IPE into curricula. Current research shows that physical therapist (PT) education programs are increasingly using SBL for IPE purposes. However, there is little research outlining how programs are using simulation.

Method: The data in this study were pulled from a larger qualitative study looking at how US PT programs use simulation because of the heavy emphasis on IPE. Three programs were selected from a pool of volunteers …


The Perceived Benefit Of A Degree Requirement In Emergency Medical Services Education And Success, Joseph H. Wood Sep 2026

The Perceived Benefit Of A Degree Requirement In Emergency Medical Services Education And Success, Joseph H. Wood

Internet Journal of Allied Health Sciences and Practice

Introduction: This study sought to assess how graduates of Wallace Community College's paramedic program impacted their readiness for the NREMT Paramedic examination and entering the workforce, specifically comparing those who completed an associate degree to those who completed the certificate program. Methods: This qualitative study analyzed the perspectives of graduates from the paramedic program using a phenomenological approach. Using a purposive sampling technique, nine graduates were chosen for one-on-one interviews, and six were selected for a focus group. Results: Analysis of participant responses revealed three main themes: the perceived value of a degree, student preparedness for the NREMT exam and …


The Cross-Section Of Empirical Evidence And Personal Experience: A Deeper Look At School Resource Officers Through The Lens Of Demarcus A. Jenkins' Research On The Public Opinion Of Their Potential Removal From Public Schools, Quin Armstrong Sep 2026

The Cross-Section Of Empirical Evidence And Personal Experience: A Deeper Look At School Resource Officers Through The Lens Of Demarcus A. Jenkins' Research On The Public Opinion Of Their Potential Removal From Public Schools, Quin Armstrong

University Honors Theses

Following the 2020 Black Lives Matter and Anti-Police movements, there were many discussions across the nation about possible changes to law enforcement operations. Among these discussions included specific discussions about what to do about law enforcement officers stationed in schools. These law enforcement officers are known as school resource officers, or SROs.

The focus of this thesis is specifically on Portland, Oregon's Portland Public School (PPS) district's decision to sever ties with the Portland Police Bureau, and what may have contributed to that ultimate decision. This is accomplished through an analysis of a research paper written by fellow Criminal Justice …


Latinos In Massachusetts: Salvadorans, Phillip Granberry, Florita Coto Tristán, Daniel Gascón Sep 2026

Latinos In Massachusetts: Salvadorans, Phillip Granberry, Florita Coto Tristán, Daniel Gascón

Gastón Institute Publications

As part of The Gastón Institute’s 2026 Latinos in Massachusetts series, we present here a profile of Salvadorans living in Massachusetts in 2024. This report analyzes Public Use Microdata Sample (PUMS) data from the 2024 American Community Survey (ACS), conducted by the U.S. Census Bureau. Our descriptive analysis uses both household- and individual-level data to estimate population size and percentages and to compare Salvadorans to Other Latinos and Non-Latinos in the state.


Girls’ Education Roadmap: 2026 Report, Meredith Kozak, Miriam Temin, Lina López-Lalinde, Amaranta Martinez Martinez Sep 2026

Girls’ Education Roadmap: 2026 Report, Meredith Kozak, Miriam Temin, Lina López-Lalinde, Amaranta Martinez Martinez

Adolescents and Young People

This Roadmap highlights where the gender and education field can align on coordinated action and investment to close critical gender gaps in education and improve learning for all. Building on findings from the original 2021 Girls’ Education Roadmap, it brings together data on the greatest gender and education needs, evidence on evaluated approaches, and where current practice reaches or misses vulnerable learners. From this foundation, the Roadmap organizes insights around 18 gender-related barriers to education, giving decision makers a framework for diagnosing context specific challenges and identifying proven approaches to address them.


The Difficulty In Defining The Construct Of Perseverance, Davon W. Ferrara, Linda W. Jones Aug 2026

The Difficulty In Defining The Construct Of Perseverance, Davon W. Ferrara, Linda W. Jones

Papers

Perseverance is a character virtue necessary for flourishing in the STEM disciplines; however, there are competing definitions of perseverance in scientific literature, which makes measuring the trait and researching its impact difficult. This work provides a review of the definitions of construct found within the literature and compares it to conflated terms such as grit, persistence, resilience, and self-efficacy that have related, but distinct meanings. Finally, we summarize the role of perseverance in STEM and what factors may influence its formation.

The authors gratefully acknowledge support from the Belmont Formation Collaborative and the Formation Scholars Cohort for Character Research and …


Technological Engineering Education And Ethics Of Conduct, Ibtisam Hasan, Sahar Fafraj, Hadia Judran Aug 2026

Technological Engineering Education And Ethics Of Conduct, Ibtisam Hasan, Sahar Fafraj, Hadia Judran

Engineering and Technology Journal

The presence of ethical conduct within university institutions promote positive attitude among employees these institutions also provide them with a reference to which they revert to determine what is the proper conduct. The commitment to compliance with the ethics of engineering education is a definite indication of the degree of pertinence to the profession. That ethical conduct in universities is one of the superiority standards as well as in the guidelines of granting reliability for university institutions. In this research we discussed how to educate engineering students about work ethics by deliberating the importance of considering work ethics subject with …


The Influence Of Employment And Education On Contraceptive Use Among Women Of Childbearing Age, Shamoi K. Brown, Anatassia Harris, Kriss-Ann Wilson, Nicholai Levy, Pauline Anderson-Johnson Aug 2026

The Influence Of Employment And Education On Contraceptive Use Among Women Of Childbearing Age, Shamoi K. Brown, Anatassia Harris, Kriss-Ann Wilson, Nicholai Levy, Pauline Anderson-Johnson

International Nursing Research Congress (INRC)

Background: Although the majority of women of child-bearing age utilize a modern contraceptive method, there is a significant gap in family planning highlighted by 164 million women having an unmet contraceptive need. The unmet need for contraception is attributed to multiple factors, with education and employment remaining key determinants of contraceptive use. This results in a steady rise in unintended pregnancies, unsafe abortions and maternal death.

Purpose: The purpose of this study was to determine the influence of employment and education level on contraceptive use among females aged 15–49 years in Jamaica.

Method: A secondary analysis was conducted using data …


Editors’ Introduction, Kathleen R. Kesson Dr., Susan H. Edgerton, Jing Lin Aug 2026

Editors’ Introduction, Kathleen R. Kesson Dr., Susan H. Edgerton, Jing Lin

Journal of Contemplative and Holistic Education

This is the introduction to the Special Issue


School Counselor Morale: A Phenomenological Study On School Counselor Morale In The Post-Pandemic Era, Courtney J. Spradlin Aug 2026

School Counselor Morale: A Phenomenological Study On School Counselor Morale In The Post-Pandemic Era, Courtney J. Spradlin

Doctoral Dissertations and Projects

The purpose of this phenomenological study is to understand the patterns of school counselors morale for K-12 public school counselors in Metro Atlanta. The theory guiding this study is phenomenological theory founded by Edmund Hesserl as it explains the philosophy behind lived experiences of people. These lived experiences can include: day to day experiences, trauma, life-changing events. Specifically, for this study this theory supports studying the lived experiences of school counselors in their day to day roles. The following questions are addressed in this study: How has school counseling changed since the pandemic? What is the current level of job …


The Lived Experiences Of U.S. Army Leaders Transitioning To Civilian Educational Leadership Roles: A Transcendental Phenomenological Study, Emily M. Cassner Aug 2026

The Lived Experiences Of U.S. Army Leaders Transitioning To Civilian Educational Leadership Roles: A Transcendental Phenomenological Study, Emily M. Cassner

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to explore the lived experiences of transitioning into civilian educational leadership roles for U.S. Army leaders at educational institutions throughout the Southwestern and Eastern United States. Guided by Goleman’s emotional intelligence theory, this study addressed the lack of transition mentorship by examining the lived experiences, motivations, transition challenges, and existing support programs for these leaders. Utilizing a qualitative, transcendental phenomenological design, data were collected through semi-structured interviews, reflective journals, and artifacts. The findings revealed four central themes: identity reconstruction and loss of purpose, leadership style adaptation, emotional intelligence as a developed competency, …


Stem Afterschool Enrichment Programs On Post-Secondary Minority Students In Southern California And Their Educational And Professional Pathway: A Phenomenological Qualitative Study, Lavar Jamaall Watkins Aug 2026

Stem Afterschool Enrichment Programs On Post-Secondary Minority Students In Southern California And Their Educational And Professional Pathway: A Phenomenological Qualitative Study, Lavar Jamaall Watkins

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to describe the lived experiences of ethnically and racially minority students who participated in STEM afterschool enrichment programs at middle schools in Southern California. Guided by social cognitive career theory (SCCT), this phenomenological study addressed how participation in STEM supplemental programming served as a predictive motivator that encouraged ethnically and racially minority students to pursue careers in STEM professions. SCCT provided the theoretical framework for understanding how self-efficacy, outcome expectations, and contextual influences shaped students’ perceptions, motivations, and career decision-making related to STEM. The central research question guiding this inquiry was: What …


The Perceptions Of Leadership Styles On Educator Job Satisfaction Leading To Retention In Rural Title I Elementary Schools: A Transcendental Phenomenological Study, Savannah Spotz Aug 2026

The Perceptions Of Leadership Styles On Educator Job Satisfaction Leading To Retention In Rural Title I Elementary Schools: A Transcendental Phenomenological Study, Savannah Spotz

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to describe the administration leadership style on job satisfaction retention for elementary educators at rural Title I elementary institutions in Delaware. The problem was that elementary teachers have limited job satisfaction retention influenced by administrator leadership style. This study was guided by Herzberg’s motivation-hygiene theory. The study applied a purposive sampling technique to recruit 10 elementary educators of any race, gender, and ethnicity who have worked for two or more years at a rural Title I institution in a Northern state. Individual semi-structured interviews were used to gather data, along with long-answer …


Introduction, Max T. Engel, Matt Hoven Aug 2026

Introduction, Max T. Engel, Matt Hoven

Journal of Catholic Education

Sports are a big deal in Catholic schools. But their educational, communal, and even spiritual elements within participating school communities are often underestimated in the research. This introduction firstly offers a concise survey of the theoretical foundation for Catholic endorsement of sports. It then provides a framework for understanding the major authors in the field and the key issues that scholars confront in the area. It concludes by outlining the articles presented in this special issue and invites readers to consider engaging with this expanding community of scholars and practitioners. Overall, this introduction explains the purpose and rationale for this …


Improving Advanced Care Planning Conversations And Documentation Through App Education And Standardized Epic Workflow: A Quality Improvement Initiative, Michelle N. Rutter, Emily Goldstein Aug 2026

Improving Advanced Care Planning Conversations And Documentation Through App Education And Standardized Epic Workflow: A Quality Improvement Initiative, Michelle N. Rutter, Emily Goldstein

Doctor of Nursing Practice (DNP) Student Projects

Background & Significance: Advance care planning (ACP) is essential for ensuring (GOC), particularly in acute care settings, defined in this paper as inpatient hospital environments, including critical and intensive care units (ICU), where a patient’s decision-making capacity could become impaired. ICU patients are often critically ill and may lose the ability to make health care decisions. Family uncertainty regarding patient preferences frequently exacerbates psychological distress regarding GOC. Restricted access to ACP may result in non-concordant medical care, as well as elevated healthcare expenditures driven by the underutilization or inappropriate allocation of critical resources. Despite the recognized importance of ACP and …


The Educational Experiences Of College Students Who Were Formerly Involved In The Juvenile Justice System, Nicole-Jasmin T. Clark Aug 2026

The Educational Experiences Of College Students Who Were Formerly Involved In The Juvenile Justice System, Nicole-Jasmin T. Clark

Doctoral Dissertations

In the United States, juvenile offending, reentry, and recidivism continue to be serious concerns for public and institutional policy making. Due to historical and current policies of both the education and juvenile justice system, youth of color (YOC) and youth with disabilities and diagnosed with mental health disorders have been overly disciplined by schools and disproportionately adjudicated by the juvenile justice system. In their annual Statistical Briefing Book, The Office of Juvenile Justice and Delinquency Prevention (OJJDP) has consistently reported YOC, particularly Black youth, are arrested, adjudicated, and detained at much higher rates when compared to their white peers. Research …


Establishing Partnerships Between Families, Schools, And Communities To Support Family Involvement In Literacy Education, Matraca Bourdo Aug 2026

Establishing Partnerships Between Families, Schools, And Communities To Support Family Involvement In Literacy Education, Matraca Bourdo

Masters Projects

As the percentage of fourth grade students reading at a proficient level continues to decline, schools are seeking effective ways to improve literacy education and student achievement. Research emphasizes the importance of early literacy development in supporting academic success and lifelong learning. However, not all families have the same background knowledge of literacy skills and how to develop them with their children. Partnerships between schools, families, and communities can provide the support and resources needed while working toward the goal of improving student achievement.

The purpose of this project is to implement a team that partners with families to educate …


Beyond The Tremor: Building Interdisciplinary Confidence In Parkinson's Disease Management Through Structured Education, Roya Oreo Aug 2026

Beyond The Tremor: Building Interdisciplinary Confidence In Parkinson's Disease Management Through Structured Education, Roya Oreo

Master's Projects and Capstones

Abstract

Objective: Parkinson’s Disease (PD) is a neurodegenerative disease that is commonly seen in skilled nursing facilities (SNF). Gaps in knowledge among clinical staff regarding PD-specific care have resulted in negative outcomes such as delayed medication administration, unmet activities of daily living (ADL) needs, restricted mobility, and dissatisfaction with care from residents and family members. At a 55-bed SNF in Northern California, clinical staff self-reported 60% confidence in their ability to care for and manage residents with PD. This reflects a need for structured, evidence-based education, specific to Parkinson’s Disease. Aim: This quality improvement (QI) project aimed to increase the …


The Application Of Knowledge Graphs In Education: A Bibliometric Analysis, Rui Yin, Jundi Teng, Ningwei Sun, Huimin Li, Ting Cheng Aug 2026

The Application Of Knowledge Graphs In Education: A Bibliometric Analysis, Rui Yin, Jundi Teng, Ningwei Sun, Huimin Li, Ting Cheng

Journal of Educational Research and Practice

With the rapid advancement of artificial intelligence (AI) technologies such as ChatGPT, the use of knowledge graphs (KGs) has increased substantially in educational applications. As a technology for knowledge representation and management in AI, KGs play a pivotal role in personalized learning, educational resource integration and management, and learning performance prediction. Their scalability and semantic interpretability were particularly evident in online education during the coronavirus disease 2019 (COVID-19) pandemic. However, systematic reviews of their application in education remain limited.

To address this gap, our study analyzed data from the Web of Science (WOS) Core Collection (high-quality Social Sciences Citation Index …