Digital Commons Network^™

Survey On Preparedness And Readiness For Technological Advancements In Ai Sparta Ai, Jegason Phosphorus Diviant

Population Health Research and Scholarship

Generative AI is rapidly entering academic workflows, yet readiness to use these tools in graduate training and the workplace remains unclear. The SPARTA AI was administered online to faculty and graduate students in the University of New Mexico’s Psychology Department and COPH (Feb–Sep 2025). The analytic sample included N=37 respondents. Descriptives, role-stratified academic AI usage, one-sample tests of perceived preparedness vs a 3.0 midpoint, and correlations between AI interest and academic usage were computed; Wilson CIs were used for proportions. The sample comprised 20 faculty and 17 graduate students, primarily from COPH and Psychology. AI usage was generally infrequent across …

2025 Unm Library Scholarship Day Collcted Abstracts, Unm Health Sciences Library & Informatics Center, Unm Law Library, Unm University Libraries

Scholarship Day 2025

This booklet compiles citations and summaries of recent scholarly works (and works in progress) authored by librarians from all three campus libraries. UNM authors’ names are bolded. It offers readers a snapshot of the ideas, innovations, and collaborations shaping the information science discipline today. Consider it an invitation to connect with colleagues whose work reflects the intellectual vibrancy of UNM’s libraries.

Wagon Tracks Volume 39, Issue 4 (Aug 2025)

Wagon Tracks

Contents

2 On the Cover: Symposium Logo, Survey Chain

4 Trail Writings: Chris Day

5 Joanne’s Jottings

7 In Memorium: Margaret Sears

8 In Memorium: Larry Justice

9 Nominees for Offices and Board of Directors

11 Upcoming Events

12-31 Thomas Mather's 1825 Diary Edited and Annotated by Steve Schmidt and Craig Crease

29 Chapter Reports

32 Calendar

Faculty Touchpoint Survey 2025: Key Findings And Recommendations, Lisa A. Marchiondo, Naila V. Decruz-Dixon, Julia Fulghum

ADVANCE Reports

A Spring 2025 climate survey finds that UNM faculty remain committed to their teaching, scholarship, and collegial relationships, despite concerns about research funding, academic freedom, and graduate student recruitment and well-being. The survey also found that faculty have higher levels of stress than in a previous ADVANCE survey, worse psychological well-being, more difficulty concentrating, and more concern about tenure and promotion. A set of recommendations for academic leaders are provided.

Multi-Valued Rough Neutrosophic Set For Visual Quality Optimization Analysis Of Packaging Design Based On Emotional Interaction, Li Liang

Neutrosophic Sets and Systems

No abstract provided.

Probabilistic Simplified Neutrosophic Sets For Safety Risk Analysis Of Complex System Failures Under Artificial Intelligence Environment, Jing Ning

Neutrosophic Sets and Systems

No abstract provided.

Linguistic Neutrosophic Sets With Application To Group Decision-Making To Enhance The Work Effectiveness Evaluation Of University Counselors, Li Wang

Neutrosophic Sets and Systems

The evaluation of university counselors' work effectiveness in the new era aims to assess their performance in areas such as ideological and political education (IPE), psychological counseling, academic support, and daily management. The evaluation typically includes counselors' performance in guiding students’ thoughts, promoting mental health, crisis intervention, and career planning. A scientific and comprehensive evaluation system can improve the quality of counselors' work and promote students' holistic development. The work effectiveness evaluation of university counselors is multiple-attribute group decision-making (MAGDM). Recently, Exponential TODIM (ExpTODIM) and TOPSIS approaches have been introduced to address MAGDM. The 2-tuple linguistic neutrosophic sets (2TLNSs) have …

Modified Technique For Type-2 Neutrosophic Number Multiple-Attribute Decision-Making And Applications To Quality Evaluation Of Management Work In University Student Organizations, Xinyan Huang

Neutrosophic Sets and Systems

The quality evaluation of management work in university student organizations is a process of systematically analyzing and assessing the efficiency, organizational capacity, and management level of student organizations. Evaluation criteria typically cover areas such as institutional development, event planning and execution, member development and management, and resource utilization. By combining quantitative and qualitative methods, the evaluation not only identifies strengths and weaknesses in the management process but also provides a basis for future improvements and optimizations, ultimately enhancing the overall management level and work quality of student organizations. The quality evaluation of management work in university student organizations is multiple-attribute …

Comprehensive Analysis Using 2-Tuple Linguistic Neutrosophic Madm With Core Competencies Evaluation Of Track And Field Students In Sports Colleges, Ming Tang, Yanzhao Sun

Neutrosophic Sets and Systems

The core competencies evaluation of track and field students in sports colleges holds significant importance. It not only helps assess students' overall abilities in track and field, such as physical fitness, athletic skills, psychological quality, and social responsibility, but also provides a scientific basis for personalized teaching and training. Through this evaluation, students' strengths and weaknesses can be identified, allowing for the optimization of training strategies to improve their athletic performance and holistic development. Additionally, this evaluation aids in cultivating students' teamwork, psychological resilience, and sense of social responsibility, ensuring that they are more competitive and adaptable in their future …

Enhanced Decision-Making Technique For Innovation Capability Evaluation In The Core Industries Of Digital Economy Under Double-Valued Neutrosophic Sets, Zhiheng Zhang

Neutrosophic Sets and Systems

The evaluation of innovation capability in the core industries of digital economy is a comprehensive analysis and assessment of the innovation capacities of industries closely related to digital technologies. The assessment typically includes aspects such as technology research and development, corporate innovation investment, talent cultivation, and market competitiveness, aiming to measure the innovation level of these industries in driving digital economic growth. Through quantitative and qualitative analysis, the evaluation helps formulate policies, optimize resource allocation, and enhance the international competitiveness and sustainable development of the core industries in the digital economy. The innovation capability evaluation in the core industries of …

College Of Nursing Apr 2024 Self-Study Report, Unm Academic Program Review

UNM Academic Program Review

College of Nursing complete an annual academic program review and included in the self-study report for AY2024

Study Of The Information Technology Knowledge Of First-Semester Students At A Private University In Huancayo Based On The Indeterminate Likert Scale And Z-Numbers, Ketty Marilú Moscoso-Paucarchuco, Wild Franz Cerron-Leon, Manuel Michael Beraún-Espíritu, José Segura-Cuyubamba, Leidy Yamira Carrera-Travezaño, Herbert Víctor Huaranga-Rivera, Edgar Gutiérrez-Gómez

Neutrosophic Sets and Systems

It is essential for today's professional to know and master the information technologies that are part of modern life. Otherwise, this constitutes an educational deficiency in our universities that must be reversed. This paper aims to determine the level of information technology knowledge of first-semester students at the Franklin Roosevelt Private University of Huancayo in Peru. The study population consists of 240 students. Simple random sampling was used to select a representative sample. Data collection was carried out using a survey consisting of a questionnaire containing a set of 37 questions. The survey measures students' level of skills in using …

A Model Of Organizational Dynamics Of Phonological Knowledge In Preschool Children Based On Bratianu’S Theory And The Neutrosophic Ahp Technique, Glenda Quimera Ramírez-Apolo, Mila Inés Moreno-Pramatarova, Patricia Elizabeth Lima-Rosero, Sylvia Shayana Tapia-Tapia, María Soledad Andino-Acosta, Mercy Paulina Guerrero-Olalla, Ivonne Cristina Unda-Vargas, Salomé Ruales-Paredes

Neutrosophic Sets and Systems

Phonological knowledge is a component of linguistics that allows children to understand the relationship between sounds and words. It is a skill that should be stimulated and enhanced from the age of 3, as children begin the process of reading and writing at 6. If this component is not yet acquired, it can generate difficulties in the school stage, where learning demands are more challenging and higher cognitive processes are required in terms of decoding phonemes, graphemes, words, and sentences. In this paper, we propose a model that allows us to study the dynamics of phonological knowledge in preschool children. …

Analysis Of Customer Perception Of A New Product Using The Neutrosophic Biplot Method, Purificación Galindo-Villardón

Neutrosophic Sets and Systems

This paper sought to propose and apply the Neutrosophic Biplot analysis method to understand consumer perception of a new technological product with uncertain attributes while addressing the shortcomings that a conventional approach would present. Data was collected through a survey experiment with neutrosophic rating scales where 50 subjects slid on one scale to indicate how much they agreed (A), were neutral, or indifferent (I), and disagreed (D) about each of the eight features of a new smartphone they received. A neutrosophic data matrix was formed and converted into a real-valued matrix using a scoring function, allowing for the application of …

Design Of A Maintenance Protocol Based On Bipolar Neutrosophic Analysis For Severe Depression, Karina Alejandra Álvarez Lino

Neutrosophic Sets and Systems

Severe depression has been one of the leading causes of disability worldwide and maintains a high risk of relapses even after successful treatment, especially in medium-sized cities in Latin America. Therefore, this study focused on the design of a clinical maintenance protocol based on Acceptance and Commitment Therapy (ACT), aimed at young adults residing in Ambato, Ecuador, who had previously received Cognitive-Behavioral Therapy (CBT). To this end, a bipolar neutrosophic analysis of depression was conducted to determine the attributes that impact the identified patients and define the design of the proposal. The designed protocol was structured into eight group sessions, …

Analysis Of The Prevalence Of Dissociative Identity Disorder Using Neutrosophic Plithogenic Statistics, Verónica Elizabeth Saltos Paz, Tanya Elizabeth Borja Pante, Gloria Madaly Plasencia Álvarez, Milena Rodríguez Salcedo

Neutrosophic Sets and Systems

Dissociative Identity Disorder (DID) is one of the most enigmatic, intricate issues of contemporary psychiatry. It is challenging to assess how prevalent it is and what diagnosis means because dissociative identity disorder is a complicated disorder that manifests differently across populations. Yet when the disorder can be analyzed with statistically significant results from solid populations, critical advances in disorder awareness, treatment, and quality of life for those with IDD exist. Yet the literature does not provide such a statistical approach that will process uncertainty and vagueness based upon clinical observation of persons with DID. Therefore, this research attempts to apply …

Evaluating Community Satisfaction With Cultural Educational Projects Through Neutrosophic Plithogenic Iadov, Claudia Yadira Cuenca Macas, Jack Franck Jaramillo Herrera, Isaac Roger Martinez, Rudy Garcia Cobas, Nayade Caridad Reyes Palau

Neutrosophic Sets and Systems

This study addresses the gap of assessing the Kawymeno indigenous community's satisfaction with an interdisciplinary teaching project which was designed to enhance cultural identity for these children at risk of cultural loss due to other identity-possessing persons' facilitation. Preservation of cultural identity is important because with indigenous people and non-indigenous persons, for example, globalization might facilitate the loss of the ancestral tongue and age-old activities, thus, it's important to know whether such communities approve or not of such teaching endeavors. Relative to the international findings about intercultural education, very few studies exist that assess the phenomenon from a multicultural perspective …

Neutrosophic Psychological Profiles In Habeas Corpus: An Analysis Of Judicial Indeterminacy, Esther Maricela Coello Avilés, Kevin Luis Flores Vega, Josselyn Bryggitte Vilela Verdezoto

Neutrosophic Sets and Systems

This study investigates the psychological influences, particularly indeterminacy, on judges' and lawyers' decisions regarding habeas corpus, an area underexplored in legal psychology which traditionally focuses on cognitive bias and emotional processing. Employing Neutrosophic Psychology, the research utilized semi-structured interviews and neutrosophic questionnaires with 60 legal practitioners to analyze their levels of acceptance, rejection, and indeterminacy. The findings reveal significant indeterminacy in granting or denying habeas corpus, fueled by a persistent tension between sympathetic and conservative leanings. Key impactful variables identified include existential factors, social pressures, and personal values. Ultimately, the study validates Neutrosophic Psychology as an applicable framework in the …

Digital Divide In Latin America: A Multivariate And Neutrosophic Delphi Analysis For Inclusion And Public Policy, Cristian Cornejo Gaete, Viviana Tartakowsky Pezoa, Claudio Ruff Escobar, Jaime Zañartu Reyes

Neutrosophic Sets and Systems

This study examines access to digital connectivity in Latin America, highlighting both progress and persistent structural inequalities. In the context of the pandemic, the internet has consolidated its position as an essential tool for daily life, highlighting deep gaps between countries, urban and rural areas, and different socioeconomic groups. Using the graphical multivariate HJ-Biplot method, complemented by a Neutrosophic Delphi approach to model indeterminacies in digital inclusion policies, the research question is addressed: How are Latin American and Caribbean countries grouped according to their level of access to digital connectivity, considering socioeconomic, age, ¿and geographic differences? The hypothesis guiding this …

Predictive Model Of School Dropout In Higher Education Through Learning Analytics With Neutrosophic Plithogenic Hypotheses, David Núñez, Purificación Galindo-Villardón

Neutrosophic Sets and Systems

Higher education dropout rates are an international problem, as many people abandon their studies, especially in the early years. This problem affects institutions, causing significant losses. In this context, it is essential to consider methods that allow for predicting dropout rates and taking rapid and effective measures. Objective: The main objective is to analyze prediction models using Learning Analytics, integrating neutrosophic plithogenic hypotheses, to identify early the risk of dropout in higher education. This provides institutions with useful tools to implement actions that help retain more students, considering uncertainty and complex interactions between academic and non-academic factors. Methodology: The method …

Determination Of The Socio-Emotional Consequences Of Visible Pigmentary Alterations Using Neutrosophic Owa-Topsis, Varna Hernández Junco, Zenia Batista Castro, Regla Cristina Valdés Cabodevilla, Vivian González Aguilar, Leslie Cardet Carballosa

Neutrosophic Sets and Systems

This study addresses the socioemotional consequences of visible pigmentary disorders such as vitiligo and melasma, a problem that profoundly affects individuals' quality of life. The relevance of this research lies in the growing need to understand how these dermatological conditions influence self-esteem, social interactions, and psychological well-being, especially in diverse cultural contexts. Although existing literature has explored these impacts, it lacks approaches that integrate the uncertainty and subjectivity inherent in human experiences. To fill this gap, a PRISMA-based systematic review was conducted, analyzing articles from PubMed, Scielo, and Scopus (2015–2025), and the neutrosophic OWA-TOPSIS method was employed, which combines weighted …

Formative Uncertainty And Community Perception In Social Engagement Projects Using Neutrosophic Z Numbers, Carlos Vélez, Carla Espinoza, Manuel Espinoza, Fabrizzio Andrade Zamora, Óscar José Alejo Machado

Neutrosophic Sets and Systems

This research addresses the gap of measuring social learning of social community projects, a controversial topic stemming from the subjectivity of all involved actors. It's a relevant topic because eventually, all community projects will need to be assessed for effective educational and social gains to ensure meaningful existence for sustainability purposes. However, the literature does not provide such assessments because actions are fuzzy or blended with communities and non-deterministic learning outcomes. This research attempts to assess the measurement of social learning of social community projects using Neutrosophic Z Numbers to bring uncertainty into the measurement equation. Beginning with a proposed …

Https://Fs.Unm.Edu/Nss/Nss-89-2025-Sia.Pdf, Florentin Smarandache, Ma Kel Leyva Vázquez, Mohamed Abdel-Basset

Neutrosophic Sets and Systems

No abstract provided.

Financial Behaviors And Their Predictive Power On Stress: A Neutrosophic Qca Approach, Suly Sendy Pérez-Castañeda, Blanca Estela, Dorie Cruz-Ramírez, Beatriz Sauza-Ávila, Gisela Janeth Espinosa-Martínez

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Algebraic Framework For Modeling The Interactive Communication Of Ethnic Music In The Internet Era, Xiaonan Zhang

Neutrosophic Sets and Systems

No abstract provided.

Citizen Perception Of Institutional Communication: A Study With Plithogenic Hypotheses, Karla Melissa Ruiz Quezada, Juan Roberto Pereira Salcedo, Ronald Ricky Alcívar Cabada, Pedro Ma Nuel Garcia Arias M.C, Edison Luis Cruz Navarrete

Neutrosophic Sets and Systems

No abstract provided.

Modeling Intertwined Humanity: Neutrosophic Complete Graphs, Ubuntu, And The Logic Of No, Florentin Smarandache, Victor Christianto

Neutrosophic Sets and Systems

No abstract provided.

Formalizing Latin American Perspectivism: A Neutrosophic Multiperspectivism Model, Maikel Y. Leyva Vázquez, Florentin Smarandache

Neutrosophic Sets and Systems

No abstract provided.

Inclusive Experiences In Pre-Professional Practices Of The Online Early Childhood Education Program At Milagro State University Using Plithogenic Statistics., Marylin Figueroa Cruz, María Elena Ron Vargas

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Triplet Field Model For Assessing Transitional Aesthetic Zones In Computer-Aided Art Design Systems, Yuxiang Wang

Neutrosophic Sets and Systems

No abstract provided.